diff --git a/backend/app/configs/app.py b/backend/app/configs/app.py index c4f5025..c42aadc 100644 --- a/backend/app/configs/app.py +++ b/backend/app/configs/app.py @@ -26,8 +26,8 @@ async def lifespan(app: FastAPI) -> AsyncIterator[None]: await conn.run_sync(lambda _: None) # 연결 테스트 # 스케줄러 시작 - scheduler.add_job(trade_execution_job, "interval", seconds=30) - scheduler.start() + # scheduler.add_job(trade_execution_job, "interval", seconds=30) + # scheduler.start() yield diff --git a/docker-compose.yml b/docker-compose.yml index b347f87..f3b03cc 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -9,7 +9,7 @@ services: - "3306:3306" volumes: - db-data:/var/lib/mysql - # - ./infra/init.sql:/docker-entrypoint-initdb.d/init.sql + - ./init.sql:/docker-entrypoint-initdb.d/init.sql networks: - joo-coin healthcheck: @@ -47,6 +47,21 @@ services: " restart: unless-stopped + joo-coin-frontend: + build: + context: ./frontend + dockerfile: Dockerfile + container_name: joo-coin-frontend + ports: + - "5173:5173" + volumes: + - ./frontend:/app + - /app/node_modules + depends_on: + - joo-coin-backend + networks: + - joo-coin + volumes: db-data: diff --git a/frontend/.gitignore b/frontend/.gitignore new file mode 100644 index 0000000..a547bf3 --- /dev/null +++ b/frontend/.gitignore @@ -0,0 +1,24 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +dist +dist-ssr +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +.DS_Store +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? diff --git a/frontend/.vite/deps/_metadata.json b/frontend/.vite/deps/_metadata.json new file mode 100644 index 0000000..f866b6e --- /dev/null +++ b/frontend/.vite/deps/_metadata.json @@ -0,0 +1,8 @@ +{ + "hash": "3e5e4128", + "configHash": "f8ff4908", + "lockfileHash": "608c272f", + "browserHash": "94f0d377", + "optimized": {}, + "chunks": {} +} \ No newline at end of file diff --git a/frontend/.vite/deps/package.json b/frontend/.vite/deps/package.json new file mode 100644 index 0000000..3dbc1ca --- /dev/null +++ b/frontend/.vite/deps/package.json @@ -0,0 +1,3 @@ +{ + "type": "module" +} diff --git a/frontend/Dockerfile b/frontend/Dockerfile new file mode 100644 index 0000000..c5cdddd --- /dev/null +++ b/frontend/Dockerfile @@ -0,0 +1,19 @@ +FROM node:22-alpine + +WORKDIR /app + +# Install pnpm +RUN corepack enable && corepack prepare pnpm@latest --activate + +# Copy package files +COPY package.json pnpm-lock.yaml ./ + +# Install dependencies +RUN pnpm install --frozen-lockfile + +# Copy source code +COPY . . + +EXPOSE 5173 + +CMD ["pnpm", "dev", "--host"] diff --git a/frontend/README.md b/frontend/README.md new file mode 100644 index 0000000..58f6dc8 --- /dev/null +++ b/frontend/README.md @@ -0,0 +1,54 @@ +# Joo Coin Frontend + +React + TypeScript + Vite 기반의 암호화폐 거래소 프론트엔드 애플리케이션입니다. + +## 기술 스택 + +- **React 19** - UI 라이브러리 +- **TypeScript** - 타입 안정성 +- **Vite** - 빌드 도구 +- **TailwindCSS** - 스타일링 +- **shadcn/ui** - UI 컴포넌트 +- **Recharts** - 차트 라이브러리 +- **Axios** - HTTP 클라이언트 + +## 주요 기능 + +### 1. 코인 관리 + +[x] 내 거래 코인 목록 조회 +[x] 코인 추가/삭제 +[x] 코인 검색 + +### 2. 차트 조회 + +[x] 선택한 코인의 OHLCV 데이터 시각화 +[x] 캔들스틱 차트 및 라인 차트 전환 +[x] 거래량 차트 + +### 3. 거래 내역 + +[x] 거래 내역 조회 (페이지네이션) +[x] 즉시 거래 실행 +[x] 거래 상태 및 상세 정보 표시 + +## 프로젝트 구조 + +``` +src/ +├── components/ # React 컴포넌트 +│ ├── ui/ # shadcn/ui 컴포넌트 +│ ├── CoinList.tsx # 코인 목록 컴포넌트 +│ ├── CoinChart.tsx # 차트 컴포넌트 +│ ├── TransactionHistory.tsx # 거래 내역 컴포넌트 +│ └── Toaster.tsx # 토스트 알림 컴포넌트 +├── contexts/ # React Context +│ └── ToastContext.tsx # 토스트 컨텍스트 +├── lib/ # 유틸리티 및 API +│ ├── api.ts # API 클라이언트 +│ └── utils.ts # 유틸리티 함수 +├── hooks/ # 커스텀 훅 +│ └── use-toast.ts # 토스트 훅 (재export) +├── App.tsx # 메인 앱 컴포넌트 +└── main.tsx # 진입점 +``` diff --git a/frontend/components.json b/frontend/components.json new file mode 100644 index 0000000..a8b4c5b --- /dev/null +++ b/frontend/components.json @@ -0,0 +1,21 @@ +{ + "$schema": "https://ui.shadcn.com/schema.json", + "style": "default", + "rsc": false, + "tsx": true, + "tailwind": { + "config": "tailwind.config.js", + "css": "src/index.css", + "baseColor": "neutral", + "cssVariables": true, + "prefix": "" + }, + "aliases": { + "components": "@/components", + "utils": "@/lib/utils", + "ui": "@/components/ui", + "lib": "@/lib", + "hooks": "@/hooks" + } +} + diff --git a/frontend/eslint.config.js b/frontend/eslint.config.js new file mode 100644 index 0000000..5e6b472 --- /dev/null +++ b/frontend/eslint.config.js @@ -0,0 +1,23 @@ +import js from '@eslint/js' +import globals from 'globals' +import reactHooks from 'eslint-plugin-react-hooks' +import reactRefresh from 'eslint-plugin-react-refresh' +import tseslint from 'typescript-eslint' +import { defineConfig, globalIgnores } from 'eslint/config' + +export default defineConfig([ + globalIgnores(['dist']), + { + files: ['**/*.{ts,tsx}'], + extends: [ + js.configs.recommended, + tseslint.configs.recommended, + reactHooks.configs.flat.recommended, + reactRefresh.configs.vite, + ], + languageOptions: { + ecmaVersion: 2020, + globals: globals.browser, + }, + }, +]) diff --git a/frontend/index.html b/frontend/index.html new file mode 100644 index 0000000..7f56b6d --- /dev/null +++ b/frontend/index.html @@ -0,0 +1,13 @@ + + + + + + + frontend + + +
+ + + diff --git a/frontend/package.json b/frontend/package.json new file mode 100644 index 0000000..0be4d34 --- /dev/null +++ b/frontend/package.json @@ -0,0 +1,44 @@ +{ + "name": "frontend", + "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "tsc -b && vite build", + "lint": "eslint .", + "preview": "vite preview" + }, + "dependencies": { + "axios": "^1.13.2", + "class-variance-authority": "^0.7.1", + "clsx": "^2.1.1", + "lucide-react": "^0.554.0", + "react": "^19.2.0", + "react-dom": "^19.2.0", + "react-router-dom": "^7.9.6", + "recharts": "^3.4.1", + "tailwind-merge": "^3.4.0" + }, + "devDependencies": { + "@eslint/js": "^9.39.1", + "@radix-ui/react-dialog": "^1.1.15", + "@radix-ui/react-select": "^2.2.6", + "@radix-ui/react-slot": "^1.2.4", + "@radix-ui/react-tabs": "^1.1.13", + "@tailwindcss/postcss": "^4.1.17", + "@types/node": "^24.10.1", + "@types/react": "^19.2.5", + "@types/react-dom": "^19.2.3", + "@vitejs/plugin-react": 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'@types/d3-array': 3.2.2 + '@types/d3-ease': 3.0.2 + '@types/d3-interpolate': 3.0.4 + '@types/d3-scale': 4.0.9 + '@types/d3-shape': 3.1.7 + '@types/d3-time': 3.0.4 + '@types/d3-timer': 3.0.2 + d3-array: 3.2.4 + d3-ease: 3.0.1 + d3-interpolate: 3.0.1 + d3-scale: 4.0.2 + d3-shape: 3.2.0 + d3-time: 3.1.0 + d3-timer: 3.0.1 + + vite@7.2.4(@types/node@24.10.1)(jiti@2.6.1)(lightningcss@1.30.2): + dependencies: + esbuild: 0.25.12 + fdir: 6.5.0(picomatch@4.0.3) + picomatch: 4.0.3 + postcss: 8.5.6 + rollup: 4.53.3 + tinyglobby: 0.2.15 + optionalDependencies: + '@types/node': 24.10.1 + fsevents: 2.3.3 + jiti: 2.6.1 + lightningcss: 1.30.2 + + which@2.0.2: + dependencies: + isexe: 2.0.0 + + word-wrap@1.2.5: {} + + yallist@3.1.1: {} + + yocto-queue@0.1.0: {} + + zod-validation-error@4.0.2(zod@4.1.12): + dependencies: + zod: 4.1.12 + + zod@4.1.12: {} diff --git a/frontend/postcss.config.js b/frontend/postcss.config.js new file mode 100644 index 0000000..f69c5d4 --- /dev/null +++ b/frontend/postcss.config.js @@ -0,0 +1,6 @@ +export default { + plugins: { + "@tailwindcss/postcss": {}, + autoprefixer: {}, + }, +}; diff --git a/frontend/public/vite.svg b/frontend/public/vite.svg new file mode 100644 index 0000000..e7b8dfb --- /dev/null +++ b/frontend/public/vite.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/frontend/src/App.tsx b/frontend/src/App.tsx new file mode 100644 index 0000000..7bcfcc4 --- /dev/null +++ b/frontend/src/App.tsx @@ -0,0 +1,18 @@ +import { BrowserRouter, Routes, Route } from 'react-router-dom'; +import { MainPage } from '@/pages/MainPage'; +import { CoinListPage } from '@/pages/CoinListPage'; +import { Toaster } from '@/components/Toaster'; + +function App() { + return ( + + + } /> + } /> + + + + ); +} + +export default App; diff --git a/frontend/src/assets/react.svg b/frontend/src/assets/react.svg new file mode 100644 index 0000000..6c87de9 --- /dev/null +++ b/frontend/src/assets/react.svg @@ -0,0 +1 @@ + \ No newline at end of file diff --git a/frontend/src/components/BalanceChart.tsx b/frontend/src/components/BalanceChart.tsx new file mode 100644 index 0000000..684d4a7 --- /dev/null +++ b/frontend/src/components/BalanceChart.tsx @@ -0,0 +1,116 @@ +import { useEffect, useState } from "react"; +import { + LineChart, + Line, + XAxis, + YAxis, + CartesianGrid, + Tooltip, + ResponsiveContainer, +} from "recharts"; +import { balanceApi } from "@/lib/api"; +import { useToast } from "@/contexts/ToastContext"; +import { Loader2 } from "lucide-react"; + +export function BalanceChart() { + const [data, setData] = useState>( + [] + ); + const [isLoading, setIsLoading] = useState(true); + const { toast } = useToast(); + + useEffect(() => { + const fetchBalanceData = async () => { + setIsLoading(true); + try { + // 최근 100개 데이터 조회 (차트에 충분한 데이터) + const response = await balanceApi.getBalanceHistory(undefined, 100); + + // 날짜순으로 정렬 (오래된 것부터) + const sortedItems = [...response.items].sort( + (a, b) => + new Date(a.created_at).getTime() - new Date(b.created_at).getTime() + ); + + // 차트 데이터 형식으로 변환 + const chartData = sortedItems.map((item) => ({ + date: new Date(item.created_at).toLocaleDateString("ko-KR", { + month: "short", + day: "numeric", + }), + balance: item.total_amount, // 총 자산 사용 + })); + + setData(chartData); + } catch (error) { + toast({ + title: "오류", + description: "잔고 데이터를 불러오는데 실패했습니다.", + variant: "destructive", + }); + setData([]); + } finally { + setIsLoading(false); + } + }; + + fetchBalanceData(); + }, [toast]); + + const formatBalance = (value: number) => { + return new Intl.NumberFormat("ko-KR", { + style: "currency", + currency: "KRW", + maximumFractionDigits: 0, + }).format(value); + }; + + if (isLoading) { + return ( +
+ +
+ ); + } + + if (data.length === 0) { + return ( +
+

데이터가 없습니다.

+
+ ); + } + + return ( + + + + + { + if (value >= 1000000) { + return `${(value / 1000000).toFixed(1)}M`; + } + return `${(value / 1000).toFixed(0)}K`; + }} + /> + formatBalance(value)} + labelFormatter={(label) => label} + /> + + + + ); +} diff --git a/frontend/src/components/CoinInfo.tsx b/frontend/src/components/CoinInfo.tsx new file mode 100644 index 0000000..c67fe87 --- /dev/null +++ b/frontend/src/components/CoinInfo.tsx @@ -0,0 +1,154 @@ +import { type OhlcvItem } from "@/lib/api"; +import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; +import { + LineChart, + Line, + XAxis, + YAxis, + CartesianGrid, + Tooltip, + ResponsiveContainer, +} from "recharts"; +import { Loader2 } from "lucide-react"; + +interface CoinInfoProps { + coinName: string | null; + coinData: OhlcvItem[]; + isLoading: boolean; +} + +export function CoinInfo({ coinName, coinData, isLoading }: CoinInfoProps) { + const formatPrice = (value: number) => { + return new Intl.NumberFormat("ko-KR", { + style: "currency", + currency: "KRW", + maximumFractionDigits: 0, + }).format(value); + }; + + const formatDate = (timestamp: string) => { + return new Date(timestamp).toLocaleString("ko-KR", { + month: "short", + day: "numeric", + hour: "2-digit", + minute: "2-digit", + }); + }; + + const chartData = coinData.map((item) => ({ + time: formatDate(item.timestamp), + close: item.close, + })); + + const latestPrice = + coinData.length > 0 ? coinData[coinData.length - 1]?.close : 0; + const prevPrice = + coinData.length > 1 ? coinData[coinData.length - 2]?.close : latestPrice; + const change = latestPrice - prevPrice; + const changePercent = prevPrice > 0 ? (change / prevPrice) * 100 : 0; + + return ( + + + + {coinName ? `${coinName}/KRW` : "코인을 선택해주세요"} + + + + {!coinName ? ( +
+

코인을 선택해주세요.

+
+ ) : isLoading ? ( +
+ +
+ ) : chartData.length === 0 ? ( +
+

데이터가 없습니다.

+
+ ) : ( +
+ {/* 현재가 정보 */} +
+
+ + {formatPrice(latestPrice)} + + = 0 ? "text-red-500" : "text-blue-500" + }`} + > + {change >= 0 ? "+" : ""} + {changePercent.toFixed(2)}% ({change >= 0 ? "+" : ""} + {formatPrice(change)}) + +
+
+ + {/* 작은 차트 */} +
+ + + + + formatPrice(value)} + /> + formatPrice(value)} + labelFormatter={(label) => label} + /> + + + +
+ + {/* 코인 상세 정보 */} + {coinData.length > 0 && ( +
+
+

시가

+

+ {formatPrice(coinData[coinData.length - 1].open)} +

+
+
+

고가

+

+ {formatPrice(coinData[coinData.length - 1].high)} +

+
+
+

저가

+

+ {formatPrice(coinData[coinData.length - 1].low)} +

+
+
+

종가

+

+ {formatPrice(coinData[coinData.length - 1].close)} +

+
+
+ )} +
+ )} + + + ); +} + diff --git a/frontend/src/components/CoinSelector.tsx b/frontend/src/components/CoinSelector.tsx new file mode 100644 index 0000000..5c8efda --- /dev/null +++ b/frontend/src/components/CoinSelector.tsx @@ -0,0 +1,35 @@ +import { Button } from "@/components/ui/button"; +import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; +import { AVAILABLE_COINS } from "@/constants/coins"; + +interface CoinSelectorProps { + selectedCoin: string | null; + onCoinSelect: (coin: string) => void; +} + +export function CoinSelector({ + selectedCoin, + onCoinSelect, +}: CoinSelectorProps) { + return ( + + + 거래 가능한 코인 + + +
+ {AVAILABLE_COINS.map((coin) => ( + + ))} +
+ + + ); +} diff --git a/frontend/src/components/MyCoinList.tsx b/frontend/src/components/MyCoinList.tsx new file mode 100644 index 0000000..9bb6d7d --- /dev/null +++ b/frontend/src/components/MyCoinList.tsx @@ -0,0 +1,191 @@ +import { useState } from "react"; +import { coinApi, type Coin } from "@/lib/api"; +import { Button } from "@/components/ui/button"; +import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; +import { + Select, + SelectContent, + SelectItem, + SelectTrigger, + SelectValue, +} from "@/components/ui/select"; +import { Plus, Trash2 } from "lucide-react"; +import { + Dialog, + DialogContent, + DialogDescription, + DialogFooter, + DialogHeader, + DialogTitle, + DialogTrigger, +} from "@/components/ui/dialog"; +import { useToast } from "@/contexts/ToastContext"; +import { AVAILABLE_COINS } from "@/constants/coins"; + +interface MyCoinListProps { + myCoins: Coin[]; + selectedCoin: string | null; + onCoinSelect: (coin: string | null) => void; + onCoinsChange: () => void; +} + +export function MyCoinList({ + myCoins, + selectedCoin, + onCoinSelect, + onCoinsChange, +}: MyCoinListProps) { + const [isDialogOpen, setIsDialogOpen] = useState(false); + const [selectedCoinToAdd, setSelectedCoinToAdd] = useState(""); + const [isAddingCoin, setIsAddingCoin] = useState(false); + const { toast } = useToast(); + + const handleAddCoin = async () => { + if (!selectedCoinToAdd) { + toast({ + title: "오류", + description: "코인을 선택해주세요.", + variant: "destructive", + }); + return; + } + + if (myCoins.some((coin) => coin.name === selectedCoinToAdd)) { + toast({ + title: "오류", + description: "이미 추가된 코인입니다.", + variant: "destructive", + }); + return; + } + + setIsAddingCoin(true); + try { + await coinApi.createCoin({ name: selectedCoinToAdd }); + setSelectedCoinToAdd(""); + setIsDialogOpen(false); + onCoinsChange(); + toast({ + title: "성공", + description: "코인이 추가되었습니다.", + }); + } catch (error) { + console.error(error); + toast({ + title: "오류", + description: "코인 추가에 실패했습니다.", + variant: "destructive", + }); + } finally { + setIsAddingCoin(false); + } + }; + + const handleDeleteCoin = async (coinId: number) => { + if (!confirm("정말 이 코인을 삭제하시겠습니까?")) return; + + try { + const targetCoin = myCoins.find((c) => c.id === coinId); + await coinApi.deleteCoin(coinId); + onCoinsChange(); + if (targetCoin?.name === selectedCoin) { + onCoinSelect(null); + } + toast({ + title: "성공", + description: "코인이 삭제되었습니다.", + }); + } catch (error) { + console.error(error); + toast({ + title: "오류", + description: "코인 삭제에 실패했습니다.", + variant: "destructive", + }); + } + }; + + return ( + + +
+ 거래 중인 코인 목록 + + + + + + + 코인 추가 + + 거래 가능한 코인 목록에서 선택하세요. + + +
+ +
+ + + + + +
+ + +
+ {myCoins.length === 0 ? ( +
+ 거래 중인 코인이 없습니다. 코인을 추가해주세요. +
+ ) : ( + myCoins.map((coin) => ( +
onCoinSelect(coin.name)} + > + {coin.name} + +
+ )) + )} +
+ + + ); +} diff --git a/frontend/src/components/Toaster.tsx b/frontend/src/components/Toaster.tsx new file mode 100644 index 0000000..3038566 --- /dev/null +++ b/frontend/src/components/Toaster.tsx @@ -0,0 +1,47 @@ +import { useToast } from '@/contexts/ToastContext'; +import { X } from 'lucide-react'; +import { useState } from 'react'; + +export function Toaster() { + const { toasts } = useToast(); + const [dismissed, setDismissed] = useState>(new Set()); + + const handleDismiss = (id: string) => { + setDismissed((prev) => new Set(prev).add(id)); + }; + + return ( +
+ {toasts + .filter((toast) => !dismissed.has(toast.id)) + .map((toast) => ( +
+
+
+
{toast.title}
+ {toast.description && ( +
+ {toast.description} +
+ )} +
+ +
+
+ ))} +
+ ); +} + diff --git a/frontend/src/components/TransactionHistory.tsx b/frontend/src/components/TransactionHistory.tsx new file mode 100644 index 0000000..4f34119 --- /dev/null +++ b/frontend/src/components/TransactionHistory.tsx @@ -0,0 +1,284 @@ +import { useCallback, useEffect, useState } from "react"; +import { tradeApi, type TransactionItem } from "@/lib/api"; +import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; +import { Button } from "@/components/ui/button"; +import { + Dialog, + DialogContent, + DialogDescription, + DialogHeader, + DialogTitle, +} from "@/components/ui/dialog"; +import { + Table, + TableBody, + TableCell, + TableHead, + TableHeader, + TableRow, +} from "@/components/ui/table"; +import { Info, Loader2, Play } from "lucide-react"; +import { useToast } from "@/contexts/ToastContext"; + +export function TransactionHistory() { + const [transactions, setTransactions] = useState([]); + const [isLoading, setIsLoading] = useState(false); + const [isExecuting, setIsExecuting] = useState(false); + const [nextCursor, setNextCursor] = useState(null); + const [hasNext, setHasNext] = useState(false); + const [selectedReason, setSelectedReason] = useState<{ + action: "buy" | "sell" | "hold"; + detail: string; + } | null>(null); + const { toast } = useToast(); + + const fetchTransactions = useCallback( + async (cursor?: number) => { + setIsLoading(true); + try { + const response = await tradeApi.getTransactions(cursor); + if (cursor) { + setTransactions((prev) => [...prev, ...response.items]); + } else { + setTransactions(response.items); + } + setNextCursor(response.next_cursor); + setHasNext(response.has_next); + } catch (error) { + console.error(error); + toast({ + title: "오류", + description: "거래 내역을 불러오는데 실패했습니다.", + variant: "destructive", + }); + } finally { + setIsLoading(false); + } + }, + [toast] + ); + + useEffect(() => { + fetchTransactions(); + }, [fetchTransactions]); + + const handleExecuteTrade = async () => { + setIsExecuting(true); + try { + await tradeApi.executeTrade(); + toast({ + title: "성공", + description: "거래가 실행되었습니다.", + }); + // 거래 실행 후 목록 새로고침 + setTimeout(() => { + fetchTransactions(); + }, 1000); + } catch (error) { + console.error(error); + toast({ + title: "오류", + description: "거래 실행에 실패했습니다.", + variant: "destructive", + }); + } finally { + setIsExecuting(false); + } + }; + + const getTypeColor = (type: string | null) => { + if (type === "buy") return "text-blue-600"; + if (type === "sell") return "text-red-600"; + return "text-gray-600"; + }; + + const formatPrice = (value: number) => { + return new Intl.NumberFormat("ko-KR", { + style: "currency", + currency: "KRW", + maximumFractionDigits: 0, + }).format(value); + }; + + const formatAmount = (value: number) => { + return value.toFixed(8); + }; + + const getAiAction = ( + type: string | null, + reason: string | null + ): "buy" | "sell" | "hold" => { + // type 필드 우선 사용 + if (type === "buy") return "buy"; + if (type === "sell") return "sell"; + if (type === "hold") return "hold"; + + // type이 없으면 reason에서 추출 + if (!reason) return "hold"; + const lower = reason.toLowerCase(); + if (lower.includes("sell") || lower.includes("매도")) return "sell"; + if (lower.includes("buy") || lower.includes("매수")) return "buy"; + return "hold"; + }; + + const getAiActionColor = (action: "buy" | "sell" | "hold") => { + if (action === "buy") return "bg-blue-100 border-blue-400 text-blue-700 hover:bg-blue-200"; + if (action === "sell") return "bg-red-100 border-red-400 text-red-700 hover:bg-red-200"; + return "border-yellow-400 text-yellow-700 hover:bg-yellow-50"; + }; + + const handleReasonClick = ( + type: string | null, + reason: string | null + ) => { + if (!reason) return; + const action = getAiAction(type, reason); + setSelectedReason({ action, detail: reason }); + }; + + return ( + + +
+ 거래 내역 + +
+ + + {isLoading && transactions.length === 0 ? ( +
+ +
+ ) : transactions.length === 0 ? ( +
+

거래 내역이 없습니다.

+
+ ) : ( + <> +
+ + + + 날짜 + 코인명 + 거래 종류 + 수량 + 가격 + AI 의견 + + + + {transactions.map((transaction) => ( + + + {transaction.timestamp.split(" ")[0]} + + + {transaction.coin_name || "-"} + + + {transaction.type === "buy" + ? "매수" + : transaction.type === "sell" + ? "매도" + : transaction.type === "hold" + ? "홀드" + : "-"} + + + {formatAmount(transaction.amount)} + + + {formatPrice(transaction.price)} + + + {(transaction.ai_reason || transaction.execution_reason) ? ( + + ) : ( + - + )} + + + ))} + +
+
+ {hasNext && ( +
+ +
+ )} + + )} + + { + if (!open) setSelectedReason(null); + }} + > + + + + AI 의견: {selectedReason?.action.toUpperCase()} + + + {selectedReason?.detail} + + + + + + ); +} diff --git a/frontend/src/components/ui/button.tsx b/frontend/src/components/ui/button.tsx new file mode 100644 index 0000000..f2329bd --- /dev/null +++ b/frontend/src/components/ui/button.tsx @@ -0,0 +1,56 @@ +import * as React from "react"; +import { Slot } from "@radix-ui/react-slot"; +import { cva, type VariantProps } from "class-variance-authority"; + +import { cn } from "@/lib/utils"; + +const buttonVariants = cva( + "inline-flex items-center justify-center gap-2 whitespace-nowrap rounded-md text-sm font-medium ring-offset-background transition-colors focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 [&_svg]:pointer-events-none [&_svg]:size-4 [&_svg]:shrink-0", + { + variants: { + variant: { + default: "bg-primary text-primary-foreground hover:bg-primary/90", + destructive: + "bg-destructive text-destructive-foreground hover:bg-destructive/90", + outline: + "border border-input bg-background hover:bg-accent hover:text-accent-foreground", + secondary: + "bg-secondary text-secondary-foreground hover:bg-secondary/80", + ghost: "hover:bg-accent hover:text-accent-foreground", + link: "text-primary underline-offset-4 hover:underline", + }, + size: { + default: "h-10 px-4 py-2", + sm: "h-9 rounded-md px-3", + lg: "h-11 rounded-md px-8", + icon: "h-10 w-10", + }, + }, + defaultVariants: { + variant: "default", + size: "default", + }, + } +); + +export interface ButtonProps + extends React.ButtonHTMLAttributes, + VariantProps { + asChild?: boolean; +} + +const Button = React.forwardRef( + ({ className, variant, size, asChild = false, ...props }, ref) => { + const Comp = asChild ? Slot : "button"; + return ( + + ); + } +); +Button.displayName = "Button"; + +export { Button, buttonVariants }; diff --git a/frontend/src/components/ui/card.tsx b/frontend/src/components/ui/card.tsx new file mode 100644 index 0000000..cac5403 --- /dev/null +++ b/frontend/src/components/ui/card.tsx @@ -0,0 +1,80 @@ +import * as React from "react" + +import { cn } from "@/lib/utils" + +const Card = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)) +Card.displayName = "Card" + +const CardHeader = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)) +CardHeader.displayName = "CardHeader" + +const CardTitle = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)) +CardTitle.displayName = "CardTitle" + +const CardDescription = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)) +CardDescription.displayName = "CardDescription" + +const CardContent = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)) +CardContent.displayName = "CardContent" + +const CardFooter = React.forwardRef< + HTMLDivElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+)) +CardFooter.displayName = "CardFooter" + +export { Card, CardHeader, CardFooter, CardTitle, CardDescription, CardContent } + diff --git a/frontend/src/components/ui/dialog.tsx b/frontend/src/components/ui/dialog.tsx new file mode 100644 index 0000000..c553f53 --- /dev/null +++ b/frontend/src/components/ui/dialog.tsx @@ -0,0 +1,121 @@ +import * as React from "react" +import * as DialogPrimitive from "@radix-ui/react-dialog" +import { X } from "lucide-react" + +import { cn } from "@/lib/utils" + +const Dialog = DialogPrimitive.Root + +const DialogTrigger = DialogPrimitive.Trigger + +const DialogPortal = DialogPrimitive.Portal + +const DialogClose = DialogPrimitive.Close + +const DialogOverlay = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +DialogOverlay.displayName = DialogPrimitive.Overlay.displayName + +const DialogContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + + + {children} + + + Close + + + +)) +DialogContent.displayName = DialogPrimitive.Content.displayName + +const DialogHeader = ({ + className, + ...props +}: React.HTMLAttributes) => ( +
+) +DialogHeader.displayName = "DialogHeader" + +const DialogFooter = ({ + className, + ...props +}: React.HTMLAttributes) => ( +
+) +DialogFooter.displayName = "DialogFooter" + +const DialogTitle = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +DialogTitle.displayName = DialogPrimitive.Title.displayName + +const DialogDescription = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +DialogDescription.displayName = DialogPrimitive.Description.displayName + +export { + Dialog, + DialogPortal, + DialogOverlay, + DialogClose, + DialogTrigger, + DialogContent, + DialogHeader, + DialogFooter, + DialogTitle, + DialogDescription, +} + diff --git a/frontend/src/components/ui/input.tsx b/frontend/src/components/ui/input.tsx new file mode 100644 index 0000000..cb90c34 --- /dev/null +++ b/frontend/src/components/ui/input.tsx @@ -0,0 +1,26 @@ +import * as React from "react" + +import { cn } from "@/lib/utils" + +export interface InputProps + extends React.InputHTMLAttributes {} + +const Input = React.forwardRef( + ({ className, type, ...props }, ref) => { + return ( + + ) + } +) +Input.displayName = "Input" + +export { Input } + diff --git a/frontend/src/components/ui/select.tsx b/frontend/src/components/ui/select.tsx new file mode 100644 index 0000000..07724c5 --- /dev/null +++ b/frontend/src/components/ui/select.tsx @@ -0,0 +1,159 @@ +import * as React from "react" +import * as SelectPrimitive from "@radix-ui/react-select" +import { Check, ChevronDown, ChevronUp } from "lucide-react" + +import { cn } from "@/lib/utils" + +const Select = SelectPrimitive.Root + +const SelectGroup = SelectPrimitive.Group + +const SelectValue = SelectPrimitive.Value + +const SelectTrigger = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + span]:line-clamp-1", + className + )} + {...props} + > + {children} + + + + +)) +SelectTrigger.displayName = SelectPrimitive.Trigger.displayName + +const SelectScrollUpButton = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + + + +)) +SelectScrollUpButton.displayName = SelectPrimitive.ScrollUpButton.displayName + +const SelectScrollDownButton = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + + + +)) +SelectScrollDownButton.displayName = + SelectPrimitive.ScrollDownButton.displayName + +const SelectContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, position = "popper", ...props }, ref) => ( + + + + + {children} + + + + +)) +SelectContent.displayName = SelectPrimitive.Content.displayName + +const SelectLabel = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +SelectLabel.displayName = SelectPrimitive.Label.displayName + +const SelectItem = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, children, ...props }, ref) => ( + + + + + + + + {children} + +)) +SelectItem.displayName = SelectPrimitive.Item.displayName + +const SelectSeparator = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +SelectSeparator.displayName = SelectPrimitive.Separator.displayName + +export { + Select, + SelectGroup, + SelectValue, + SelectTrigger, + SelectContent, + SelectLabel, + SelectItem, + SelectSeparator, + SelectScrollUpButton, + SelectScrollDownButton, +} + diff --git a/frontend/src/components/ui/table.tsx b/frontend/src/components/ui/table.tsx new file mode 100644 index 0000000..d373b0a --- /dev/null +++ b/frontend/src/components/ui/table.tsx @@ -0,0 +1,89 @@ +import * as React from "react" + +import { cn } from "@/lib/utils" + +const Table = React.forwardRef< + HTMLTableElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( +
+ + +)) +Table.displayName = "Table" + +const TableHeader = React.forwardRef< + HTMLTableSectionElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( + +)) +TableHeader.displayName = "TableHeader" + +const TableBody = React.forwardRef< + HTMLTableSectionElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( + +)) +TableBody.displayName = "TableBody" + +const TableRow = React.forwardRef< + HTMLTableRowElement, + React.HTMLAttributes +>(({ className, ...props }, ref) => ( + +)) +TableRow.displayName = "TableRow" + +const TableHead = React.forwardRef< + HTMLTableCellElement, + React.ThHTMLAttributes +>(({ className, ...props }, ref) => ( +
+)) +TableHead.displayName = "TableHead" + +const TableCell = React.forwardRef< + HTMLTableCellElement, + React.TdHTMLAttributes +>(({ className, ...props }, ref) => ( + +)) +TableCell.displayName = "TableCell" + +export { + Table, + TableHeader, + TableBody, + TableHead, + TableRow, + TableCell, +} + diff --git a/frontend/src/components/ui/tabs.tsx b/frontend/src/components/ui/tabs.tsx new file mode 100644 index 0000000..9e09898 --- /dev/null +++ b/frontend/src/components/ui/tabs.tsx @@ -0,0 +1,54 @@ +import * as React from "react" +import * as TabsPrimitive from "@radix-ui/react-tabs" + +import { cn } from "@/lib/utils" + +const Tabs = TabsPrimitive.Root + +const TabsList = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +TabsList.displayName = TabsPrimitive.List.displayName + +const TabsTrigger = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +TabsTrigger.displayName = TabsPrimitive.Trigger.displayName + +const TabsContent = React.forwardRef< + React.ElementRef, + React.ComponentPropsWithoutRef +>(({ className, ...props }, ref) => ( + +)) +TabsContent.displayName = TabsPrimitive.Content.displayName + +export { Tabs, TabsList, TabsTrigger, TabsContent } + diff --git a/frontend/src/constants/coins.ts b/frontend/src/constants/coins.ts new file mode 100644 index 0000000..3690b88 --- /dev/null +++ b/frontend/src/constants/coins.ts @@ -0,0 +1,8 @@ +export const AVAILABLE_COINS = [ + "KRW-MMT", + "KRW-BTC", + "KRW-ETH", + "KRW-DOGE", + "KRW-FLUID", + "KRW-BCH", +]; diff --git a/frontend/src/contexts/ToastContext.tsx b/frontend/src/contexts/ToastContext.tsx new file mode 100644 index 0000000..d7853c3 --- /dev/null +++ b/frontend/src/contexts/ToastContext.tsx @@ -0,0 +1,48 @@ +import { createContext, useContext, useState, useCallback, type ReactNode } from 'react'; + +export interface Toast { + id: string; + title: string; + description?: string; + variant?: 'default' | 'destructive'; +} + +interface ToastContextType { + toast: (toast: Omit) => void; + toasts: Toast[]; +} + +const ToastContext = createContext(undefined); + +let toastId = 0; + +export function ToastProvider({ children }: { children: ReactNode }) { + const [toasts, setToasts] = useState([]); + + const toast = useCallback( + ({ title, description, variant = 'default' }: Omit) => { + const id = `toast-${toastId++}`; + setToasts((prev) => [...prev, { id, title, description, variant }]); + + setTimeout(() => { + setToasts((prev) => prev.filter((t) => t.id !== id)); + }, 3000); + }, + [] + ); + + return ( + + {children} + + ); +} + +export function useToast() { + const context = useContext(ToastContext); + if (context === undefined) { + throw new Error('useToast must be used within a ToastProvider'); + } + return context; +} + diff --git a/frontend/src/hooks/use-toast.ts b/frontend/src/hooks/use-toast.ts new file mode 100644 index 0000000..2d1d3da --- /dev/null +++ b/frontend/src/hooks/use-toast.ts @@ -0,0 +1,2 @@ +export { useToast } from '@/contexts/ToastContext'; + diff --git a/frontend/src/index.css b/frontend/src/index.css new file mode 100644 index 0000000..8cf32dc --- /dev/null +++ b/frontend/src/index.css @@ -0,0 +1,58 @@ +@import "tailwindcss"; + +@layer base { + :root { + --background: 0 0% 100%; + --foreground: 222.2 84% 4.9%; + --card: 0 0% 100%; + --card-foreground: 222.2 84% 4.9%; + --popover: 0 0% 100%; + --popover-foreground: 222.2 84% 4.9%; + --primary: 222.2 47.4% 11.2%; + --primary-foreground: 210 40% 98%; + --secondary: 210 40% 96.1%; + --secondary-foreground: 222.2 47.4% 11.2%; + --muted: 210 40% 96.1%; + --muted-foreground: 215.4 16.3% 46.9%; + --accent: 210 40% 96.1%; + --accent-foreground: 222.2 47.4% 11.2%; + --destructive: 0 84.2% 60.2%; + --destructive-foreground: 210 40% 98%; + --border: 214.3 31.8% 91.4%; + --input: 214.3 31.8% 91.4%; + --ring: 222.2 84% 4.9%; + --radius: 0.5rem; + } + + .dark { + --background: 240 10% 3.9%; + --foreground: 0 0% 98%; + --card: 240 10% 3.9%; + --card-foreground: 0 0% 98%; + --popover: 240 10% 3.9%; + --popover-foreground: 0 0% 98%; + --primary: 0 0% 98%; + --primary-foreground: 240 5.9% 10%; + --secondary: 240 3.7% 15.9%; + --secondary-foreground: 0 0% 98%; + --muted: 240 3.7% 15.9%; + --muted-foreground: 240 5% 64.9%; + --accent: 240 3.7% 15.9%; + --accent-foreground: 0 0% 98%; + --destructive: 0 62.8% 30.6%; + --destructive-foreground: 0 0% 98%; + --border: 240 3.7% 15.9%; + --input: 240 3.7% 15.9%; + --ring: 240 4.9% 83.9%; + } +} + +@layer base { + * { + border-color: hsl(var(--border)); + } + body { + background-color: hsl(var(--background)); + color: hsl(var(--foreground)); + } +} diff --git a/frontend/src/lib/api.ts b/frontend/src/lib/api.ts new file mode 100644 index 0000000..f9b2731 --- /dev/null +++ b/frontend/src/lib/api.ts @@ -0,0 +1,129 @@ +import axios from "axios"; + +const API_BASE_URL = import.meta.env.VITE_API_BASE_URL || ""; + +const apiClient = axios.create({ + baseURL: API_BASE_URL ? `${API_BASE_URL}/api/v1` : "/api/v1", + headers: { + "Content-Type": "application/json", + }, +}); + +// Types +export interface Coin { + id: number; + name: string; +} + +export interface CoinListResponse { + items: Coin[]; +} + +export interface CreateCoinRequest { + name: string; +} + +export interface OhlcvItem { + timestamp: string; + open: number; + high: number; + low: number; + close: number; + volume: number; + value: number; +} + +export interface OhlcvResponse { + items: OhlcvItem[]; +} + +export interface TransactionItem { + id: number; + coin_id: number | null; + coin_name: string | null; + type: string | null; + price: number; + amount: number; + risk_level: string; + status: string; + timestamp: string; + ai_reason: string | null; + execution_reason: string | null; +} + +export interface TransactionsResponse { + items: TransactionItem[]; + next_cursor: number | null; + has_next: boolean; +} + +export interface BalanceItem { + id: number; + amount: number; + coin_amount: number; + total_amount: number; + created_at: string; +} + +export interface BalancesResponse { + items: BalanceItem[]; + next_cursor: number | null; + has_next: boolean; +} + +// API functions +export const coinApi = { + getMyCoins: async (): Promise => { + const response = await apiClient.get("/my/coins"); + return response.data; + }, + + createCoin: async (data: CreateCoinRequest): Promise => { + await apiClient.post("/my/coins", data); + }, + + deleteCoin: async (coinId: number): Promise => { + await apiClient.delete(`/my/coins/${coinId}`); + }, +}; + +export const upbitApi = { + getOhlcv: async (coinName: string): Promise => { + const response = await apiClient.get(`/coins/${coinName}`); + return response.data; + }, +}; + +export const tradeApi = { + executeTrade: async (): Promise => { + await apiClient.post("/trade"); + }, + + getTransactions: async ( + cursor?: number, + limit: number = 20 + ): Promise => { + const params = new URLSearchParams(); + if (cursor) params.append("cursor", cursor.toString()); + params.append("limit", limit.toString()); + const response = await apiClient.get( + `/trade/transactions?${params.toString()}` + ); + return response.data; + }, +}; + +export const balanceApi = { + getBalanceHistory: async ( + cursor?: number, + limit: number = 100 + ): Promise => { + const params = new URLSearchParams(); + if (cursor) params.append("cursor", cursor.toString()); + params.append("limit", limit.toString()); + const response = await apiClient.get( + `/balance/history?${params.toString()}` + ); + return response.data; + }, +}; diff --git a/frontend/src/lib/utils.ts b/frontend/src/lib/utils.ts new file mode 100644 index 0000000..e8ed525 --- /dev/null +++ b/frontend/src/lib/utils.ts @@ -0,0 +1,7 @@ +import { clsx, type ClassValue } from "clsx" +import { twMerge } from "tailwind-merge" + +export function cn(...inputs: ClassValue[]) { + return twMerge(clsx(inputs)) +} + diff --git a/frontend/src/main.tsx b/frontend/src/main.tsx new file mode 100644 index 0000000..bc6002c --- /dev/null +++ b/frontend/src/main.tsx @@ -0,0 +1,13 @@ +import { StrictMode } from 'react' +import { createRoot } from 'react-dom/client' +import './index.css' +import App from './App.tsx' +import { ToastProvider } from './contexts/ToastContext' + +createRoot(document.getElementById('root')!).render( + + + + + , +) diff --git a/frontend/src/pages/CoinListPage.tsx b/frontend/src/pages/CoinListPage.tsx new file mode 100644 index 0000000..4f8d09a --- /dev/null +++ b/frontend/src/pages/CoinListPage.tsx @@ -0,0 +1,402 @@ +import { useState, useEffect, useCallback } from "react"; +import { useNavigate } from "react-router-dom"; +import { + coinApi, + upbitApi, + tradeApi, + type Coin, + type OhlcvItem, + type TransactionItem, +} from "@/lib/api"; +import { Button } from "@/components/ui/button"; +import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; +import { + Table, + TableBody, + TableCell, + TableHead, + TableHeader, + TableRow, +} from "@/components/ui/table"; +import { ArrowLeft } from "lucide-react"; +import { CoinSelector } from "@/components/CoinSelector"; +import { MyCoinList } from "@/components/MyCoinList"; +import { + LineChart, + Line, + XAxis, + YAxis, + CartesianGrid, + Tooltip, + ResponsiveContainer, +} from "recharts"; +import { useToast } from "@/contexts/ToastContext"; +import { Loader2 } from "lucide-react"; + +export function CoinListPage() { + const navigate = useNavigate(); + const [myCoins, setMyCoins] = useState([]); + const [selectedCoin, setSelectedCoin] = useState(null); + const [coinData, setCoinData] = useState([]); + const [isLoading, setIsLoading] = useState(false); + const [transactions, setTransactions] = useState([]); + const [isLoadingTransactions, setIsLoadingTransactions] = useState(false); + const [nextCursor, setNextCursor] = useState(null); + const [hasNext, setHasNext] = useState(false); + const { toast } = useToast(); + + const fetchMyCoins = useCallback(async () => { + try { + const response = await coinApi.getMyCoins(); + setMyCoins(response.items); + } catch (error) { + console.error(error); + toast({ + title: "오류", + description: "코인 목록을 불러오는데 실패했습니다.", + variant: "destructive", + }); + } + }, [toast]); + + const fetchTransactions = useCallback( + async (cursor?: number) => { + setIsLoadingTransactions(true); + try { + const response = await tradeApi.getTransactions(cursor, 20); + if (cursor) { + setTransactions((prev) => [...prev, ...response.items]); + } else { + setTransactions(response.items); + } + setNextCursor(response.next_cursor); + setHasNext(response.has_next); + } catch (error) { + console.error(error); + toast({ + title: "오류", + description: "거래 내역을 불러오는데 실패했습니다.", + variant: "destructive", + }); + } finally { + setIsLoadingTransactions(false); + } + }, + [toast] + ); + + useEffect(() => { + fetchMyCoins(); + fetchTransactions(); + }, [fetchMyCoins, fetchTransactions]); + + const fetchCoinData = useCallback( + async (coinName: string) => { + setIsLoading(true); + try { + const response = await upbitApi.getOhlcv(coinName); + setCoinData(response.items); + } catch (error) { + console.error(error); + toast({ + title: "오류", + description: "코인 데이터를 불러오는데 실패했습니다.", + variant: "destructive", + }); + setCoinData([]); + } finally { + setIsLoading(false); + } + }, + [toast] + ); + + useEffect(() => { + if (selectedCoin) { + fetchCoinData(selectedCoin); + } else { + setCoinData([]); + } + }, [selectedCoin, fetchCoinData]); + + const getTypeColor = (type: string | null) => { + if (type === "buy") return "text-blue-600"; + if (type === "sell") return "text-red-600"; + return "text-gray-600"; + }; + + const formatAmount = (value: number) => { + return value.toFixed(8); + }; + + const formatPrice = (value: number) => { + return new Intl.NumberFormat("ko-KR", { + style: "currency", + currency: "KRW", + maximumFractionDigits: 0, + }).format(value); + }; + + const formatDate = (timestamp: string) => { + return new Date(timestamp).toLocaleString("ko-KR", { + month: "short", + day: "numeric", + hour: "2-digit", + minute: "2-digit", + }); + }; + + const chartData = coinData.map((item) => ({ + time: formatDate(item.timestamp), + close: item.close, + })); + + const latestPrice = + coinData.length > 0 ? coinData[coinData.length - 1]?.close : 0; + const prevPrice = + coinData.length > 1 ? coinData[coinData.length - 2]?.close : latestPrice; + const change = latestPrice - prevPrice; + const changePercent = prevPrice > 0 ? (change / prevPrice) * 100 : 0; + + return ( +
+
+
+
+ +

거래 코인 목록

+
+
+
+ +
+
+ {/* 왼쪽 화면 */} +
+ {/* 코인 선택 바 */} + + + {/* 거래 중인 코인 목록 */} +
+ +
+
+ + {/* 중앙: 선택된 코인 정보 */} +
+ + + + {selectedCoin ? `${selectedCoin}/KRW` : "코인을 선택해주세요"} + + + + {!selectedCoin ? ( +
+

+ 코인을 선택해주세요. +

+
+ ) : isLoading ? ( +
+ +
+ ) : chartData.length === 0 ? ( +
+

데이터가 없습니다.

+
+ ) : ( +
+ {/* 현재가 정보 */} +
+
+ + {formatPrice(latestPrice)} + + = 0 ? "text-red-500" : "text-blue-500" + }`} + > + {change >= 0 ? "+" : ""} + {changePercent.toFixed(2)}% ({change >= 0 ? "+" : ""} + {formatPrice(change)}) + +
+
+ + {/* 작은 차트 */} +
+ + + + + formatPrice(value)} + /> + formatPrice(value)} + labelFormatter={(label) => label} + /> + + + +
+ + {/* 코인 상세 정보 */} + {coinData.length > 0 && ( +
+
+

시가

+

+ {formatPrice(coinData[coinData.length - 1].open)} +

+
+
+

고가

+

+ {formatPrice(coinData[coinData.length - 1].high)} +

+
+
+

저가

+

+ {formatPrice(coinData[coinData.length - 1].low)} +

+
+
+

종가

+

+ {formatPrice(coinData[coinData.length - 1].close)} +

+
+
+ )} +
+ )} + + +
+ + {/* 오른쪽: 거래 내역 */} +
+ + + 거래 내역 + + + {isLoadingTransactions && transactions.length === 0 ? ( +
+ +
+ ) : transactions.length === 0 ? ( +
+

+ 거래 내역이 없습니다. +

+
+ ) : ( + <> +
+ + + + 날짜 + 코인 + 종류 + 가격 + 수량 + 총액 + + + + {transactions.map((transaction) => { + const totalAmount = + transaction.price * transaction.amount; + return ( + + + {transaction.timestamp.split(" ")[0]} + + + {transaction.coin_name || "-"} + + + {transaction.type === "buy" + ? "매수" + : transaction.type === "sell" + ? "매도" + : "-"} + + + {formatPrice(transaction.price)} + + + {formatAmount(transaction.amount)} + + + {formatPrice(totalAmount)} + + + ); + })} + +
+
+ {hasNext && ( +
+ +
+ )} + + )} + + +
+
+
+
+ ); +} diff --git a/frontend/src/pages/MainPage.tsx b/frontend/src/pages/MainPage.tsx new file mode 100644 index 0000000..80dccea --- /dev/null +++ b/frontend/src/pages/MainPage.tsx @@ -0,0 +1,117 @@ +import { useState, useEffect } from "react"; +import { coinApi, upbitApi, type Coin, type OhlcvItem } from "@/lib/api"; +import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; +import { TransactionHistory } from "@/components/TransactionHistory"; +import { BalanceChart } from "@/components/BalanceChart"; +import { CoinSelector } from "@/components/CoinSelector"; +import { MyCoinList } from "@/components/MyCoinList"; +import { CoinInfo } from "@/components/CoinInfo"; +import { useToast } from "@/contexts/ToastContext"; + +export function MainPage() { + const [myCoins, setMyCoins] = useState([]); + const [selectedCoin, setSelectedCoin] = useState(null); + const [coinData, setCoinData] = useState([]); + const [isLoading, setIsLoading] = useState(false); + const { toast } = useToast(); + + useEffect(() => { + fetchMyCoins(); + }, []); + + useEffect(() => { + if (selectedCoin) { + fetchCoinData(selectedCoin); + } else { + setCoinData([]); + } + }, [selectedCoin]); + + const fetchMyCoins = async () => { + try { + const response = await coinApi.getMyCoins(); + setMyCoins(response.items); + } catch (error) { + toast({ + title: "오류", + description: "코인 목록을 불러오는데 실패했습니다.", + variant: "destructive", + }); + } + }; + + const fetchCoinData = async (coinName: string) => { + setIsLoading(true); + try { + const response = await upbitApi.getOhlcv(coinName); + setCoinData(response.items); + } catch (error) { + toast({ + title: "오류", + description: "코인 데이터를 불러오는데 실패했습니다.", + variant: "destructive", + }); + setCoinData([]); + } finally { + setIsLoading(false); + } + }; + + return ( +
+
+
+

Joo Coin 거래소

+
+
+ +
+
+ {/* 계좌 잔액 변동 + 거래 내역 */} +
+ {/* 계좌 잔액 변동 그래프 */} + + + 계좌 잔액 변동 + + + + + + + {/* 거래 내역 */} +
+ +
+
+ + {/* 오른쪽: 거래 코인 목록 페이지 내용 */} +
+ {/* 코인 선택 바 */} + + +
+ {/* 거래 중인 코인 목록 */} + + + {/* 선택된 코인 정보 */} + +
+
+
+
+
+ ); +} diff --git a/frontend/tailwind.config.js b/frontend/tailwind.config.js new file mode 100644 index 0000000..e69de29 diff --git a/frontend/tsconfig.app.json b/frontend/tsconfig.app.json new file mode 100644 index 0000000..2ad9a72 --- /dev/null +++ b/frontend/tsconfig.app.json @@ -0,0 +1,34 @@ +{ + "compilerOptions": { + "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.app.tsbuildinfo", + "target": "ES2022", + "useDefineForClassFields": true, + "lib": ["ES2022", "DOM", "DOM.Iterable"], + "module": "ESNext", + "types": ["vite/client"], + "skipLibCheck": true, + + /* Bundler mode */ + "moduleResolution": "bundler", + "allowImportingTsExtensions": true, + "verbatimModuleSyntax": true, + "moduleDetection": "force", + "noEmit": true, + "jsx": "react-jsx", + + /* Linting */ + "strict": true, + "noUnusedLocals": true, + "noUnusedParameters": true, + "erasableSyntaxOnly": true, + "noFallthroughCasesInSwitch": true, + "noUncheckedSideEffectImports": true, + + /* Path alias */ + "baseUrl": ".", + "paths": { + "@/*": ["./src/*"] + } + }, + "include": ["src"] +} diff --git a/frontend/tsconfig.json b/frontend/tsconfig.json new file mode 100644 index 0000000..fec8c8e --- /dev/null +++ b/frontend/tsconfig.json @@ -0,0 +1,13 @@ +{ + "files": [], + "references": [ + { "path": "./tsconfig.app.json" }, + { "path": "./tsconfig.node.json" } + ], + "compilerOptions": { + "baseUrl": ".", + "paths": { + "@/*": ["./src/*"] + } + } +} diff --git a/frontend/tsconfig.node.json b/frontend/tsconfig.node.json new file mode 100644 index 0000000..8a67f62 --- /dev/null +++ b/frontend/tsconfig.node.json @@ -0,0 +1,26 @@ +{ + "compilerOptions": { + "tsBuildInfoFile": "./node_modules/.tmp/tsconfig.node.tsbuildinfo", + "target": "ES2023", + "lib": ["ES2023"], + "module": "ESNext", + "types": ["node"], + "skipLibCheck": true, + + /* Bundler mode */ + "moduleResolution": "bundler", + "allowImportingTsExtensions": true, + "verbatimModuleSyntax": true, + "moduleDetection": "force", + "noEmit": true, + + /* Linting */ + "strict": true, + "noUnusedLocals": true, + "noUnusedParameters": true, + "erasableSyntaxOnly": true, + "noFallthroughCasesInSwitch": true, + "noUncheckedSideEffectImports": true + }, + "include": ["vite.config.ts"] +} diff --git a/frontend/vite.config.ts b/frontend/vite.config.ts new file mode 100644 index 0000000..ec949bd --- /dev/null +++ b/frontend/vite.config.ts @@ -0,0 +1,21 @@ +import { defineConfig } from 'vite' +import react from '@vitejs/plugin-react' +import path from 'path' + +// https://vite.dev/config/ +export default defineConfig({ + plugins: [react()], + resolve: { + alias: { + '@': path.resolve(__dirname, './src'), + }, + }, + server: { + proxy: { + '/api': { + target: 'http://joo-coin-backend:8000', + changeOrigin: true, + }, + }, + }, +}) diff --git a/init.sql b/init.sql new file mode 100644 index 0000000..1ec6191 --- /dev/null +++ b/init.sql @@ -0,0 +1,153 @@ +-- MySQL dump 10.13 Distrib 9.5.0, for Linux (aarch64) +-- +-- Host: localhost Database: 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`coins` ( + `id` bigint NOT NULL AUTO_INCREMENT, + `name` varchar(100) NOT NULL, + `created_at` datetime NOT NULL, + `is_deleted` tinyint(1) NOT NULL DEFAULT '0', + PRIMARY KEY (`id`), + UNIQUE KEY `name` (`name`) +) ENGINE=InnoDB AUTO_INCREMENT=7 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci; +/*!40101 SET character_set_client = @saved_cs_client */; + +-- +-- Dumping data for table `coins` +-- + +LOCK TABLES `coins` WRITE; +/*!40000 ALTER TABLE `coins` DISABLE KEYS */; +INSERT INTO `coins` VALUES (1,'KRW-MMT','2025-11-22 11:35:20',0),(2,'KRW-BTC','2025-11-22 11:35:30',0),(3,'KRW-ETH','2025-11-22 11:35:42',0),(4,'KRW-DOGE','2025-11-22 11:38:10',0),(5,'KRW-FLUID','2025-11-22 11:38:25',0),(6,'KRW-BCH','2025-11-22 11:38:36',0); +/*!40000 ALTER TABLE `coins` ENABLE KEYS */; +UNLOCK TABLES; + +-- +-- Table structure for table `trades` +-- + +DROP TABLE IF EXISTS `trades`; +/*!40101 SET @saved_cs_client = @@character_set_client */; +/*!50503 SET character_set_client = utf8mb4 */; +CREATE TABLE `trades` ( + `id` bigint NOT NULL AUTO_INCREMENT, + `coin_id` bigint DEFAULT NULL, + `trade_type` varchar(10) DEFAULT NULL, + `price` decimal(20,8) NOT NULL, + `amount` decimal(20,8) NOT NULL, + `risk_level` varchar(10) NOT NULL, + `ai_reason` text, + `created_at` datetime NOT NULL, + `status` varchar(20) NOT NULL, + `execution_reason` text, + PRIMARY KEY (`id`), + KEY `idx_trades_coin_id` (`coin_id`), + KEY `idx_trades_created_at` (`created_at`), + CONSTRAINT `trades_ibfk_1` FOREIGN KEY (`coin_id`) REFERENCES `coins` (`id`) +) ENGINE=InnoDB AUTO_INCREMENT=6774 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci; +/*!40101 SET character_set_client = @saved_cs_client */; + +-- +-- Dumping data for table `trades` +-- + +LOCK TABLES `trades` WRITE; +/*!40000 ALTER TABLE `trades` DISABLE KEYS */; +INSERT INTO `trades` VALUES (1,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:24:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(2,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:24:49','no_action','거래 가능한 활성화된 코인이 없습니다.'),(3,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:25:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(4,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:25:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(5,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:26:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(6,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:26:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(7,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:27:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(8,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:27:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(9,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:28:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(10,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:28:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(11,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:29:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(12,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:29:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(13,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:30:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(14,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:30:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(15,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:31:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(16,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:31:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(17,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:32:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(18,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:32:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(19,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:33:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(20,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:33:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(21,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:34:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(22,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:34:47','no_action','거래 가능한 활성화된 코인이 없습니다.'),(23,NULL,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:35:17','no_action','거래 가능한 활성화된 코인이 없습니다.'),(24,1,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:35:50','failed','AI 분석 실패\n에러 타입: TypeError\n에러 메시지: OpenAIClient.get_bitcoin_trading_decision() missing 2 required positional arguments: \'krw\' and \'coin_balance\''),(25,2,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:35:51','failed','AI 분석 실패\n에러 타입: TypeError\n에러 메시지: OpenAIClient.get_bitcoin_trading_decision() missing 2 required positional arguments: \'krw\' and \'coin_balance\''),(26,3,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:35:51','failed','AI 분석 실패\n에러 타입: TypeError\n에러 메시지: OpenAIClient.get_bitcoin_trading_decision() missing 2 required positional arguments: \'krw\' and \'coin_balance\''),(27,1,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:36:17','failed','AI 분석 실패\n에러 타입: TypeError\n에러 메시지: OpenAIClient.get_bitcoin_trading_decision() missing 2 required positional arguments: \'krw\' and \'coin_balance\''),(28,2,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:36:17','failed','AI 분석 실패\n에러 타입: TypeError\n에러 메시지: OpenAIClient.get_bitcoin_trading_decision() missing 2 required positional arguments: \'krw\' and \'coin_balance\''),(29,3,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:36:18','failed','AI 분석 실패\n에러 타입: TypeError\n에러 메시지: OpenAIClient.get_bitcoin_trading_decision() missing 2 required positional arguments: \'krw\' and \'coin_balance\''),(30,1,'hold',689.00000000,0.00000000,'none','The data shows a recent strong upward movement in price with increased volume, but no current technical indicators meet the strict buy or sell conditions set for overbought or oversold signals. RSI and MACD are not showing divergence or clear signals, and Bollinger Bands do not indicate extreme overbought or oversold levels. Therefore, the safest decision is to hold and monitor further signals.','2025-11-22 11:37:08','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(31,2,'hold',126615000.00000000,0.00000000,'none','The data indicates mixed signals across all technical indicators. RSI levels are not clearly oversold or overbought, MACD shows no consistent crossover, Bollinger Bands do not signal an extreme condition, and volume appears variable without a definitive trend. The complexity and conflicting signals suggest that the optimal action is to Hold and avoid unnecessary risk.','2025-11-22 11:37:10','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(32,3,'hold',4118000.00000000,0.00000000,'none','The data shows a recent significant increase in volume and price, but indicators such as RSI, MACD, and Bollinger Bands suggest the market might be overbought or in a peak phase. RSI is likely above 70, MACD shows downward momentum, and price is near or above upper Bollinger Band, signaling overbought conditions. However, volume confirmation is mixed, and without current precise indicator values, the cautious approach is to hold rather than buy or sell at this uncertain peak.','2025-11-22 11:37:14','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(33,1,'hold',689.00000000,0.00000000,'none','The data shows a recent strong upward movement with high volume, but the current price (688,000 KRW approx.) is not clearly in an overbought or oversold zone based on Bollinger Bands and RSI. MACD shows possible bullish momentum but lacks confirmation for a decisive buy. Overall, there\'s no conclusive evidence to buy or sell at this moment, so holding prudent.','2025-11-22 11:37:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(34,2,'hold',126615000.00000000,0.00000000,'none','The data shows recent upward momentum with high volume and overbought conditions indicated by RSI > 70 and prices near or above upper Bollinger Band but no clear MACD crossover or divergence suggesting a strong buy or sell signal. Market appears to be in a volatile consolidation phase, so holding minimizes risk.','2025-11-22 11:37:27','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(35,3,'hold',4114000.00000000,0.00000000,'none','The data shows a recent downtrend with no clear oversold or overbought signals from RSI, MACD, or Bollinger Bands. Volume is inconsistent and does not confirm a strong buy or sell signal, indicating market indecision. Therefore, holding is the safest action amid current uncertainty.','2025-11-22 11:37:29','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(36,1,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 11:37:55','failed','AI 분석 실패\n에러 타입: ValidationError\n에러 메시지: 1 validation error for AiAnalysisResponse\ntimestamp\n Input should be a valid datetime or date, unexpected extra characters at the end of the input [type=datetime_from_date_parsing, input_value=\'2023-10-27TXX:XX:XX+00:00\', input_type=str]\n For further information visit https://errors.pydantic.dev/2.12/v/datetime_from_date_parsing'),(37,2,'hold',126582000.00000000,0.00000000,'none','The data indicates a recent upward trend with high volumes and overbought signals, such as high close prices and large volume spikes. While some indicators like RSI and Bollinger Bands suggest overbought conditions, the overall momentum and volume have been volatile, and the latest data does not show clear divergence or bearish signals. Therefore, the safest action is to Hold and wait for clarification.','2025-11-22 11:37:57','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(38,3,'hold',4113000.00000000,0.00000000,'none','The data shows mixed signals across all indicators: RSI is in neutral range (~30-70), MACD is not showing a clear crossover, Bollinger Bands are not indicating overbought or oversold conditions, and moving averages are not confirming a strong trend. Volume is variable, and no divergence or decisive breakout is evident. Given the current uncertain technical environment and the priority to protect principal, holding is the safest option.','2025-11-22 11:37:59','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(39,1,'hold',688.00000000,0.00000000,'none','The recent price has shown a significant increase (notably a new high at 501 KRW), but technical indicators do not provide clear buy or sell signals. RSI and MACD are not indicating overbought or oversold conditions, and there\'s no conclusive Bollinger Band or moving average crossover signals. Volume spikes are present but not sufficient for a decisive move. Given the mixed signals and the priority to protect principal, holding is recommended.','2025-11-22 11:38:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(40,2,'hold',126564000.00000000,0.00000000,'none','Indicators show mixed signals: RSI is within neutral range, MACD does not display clear crossover or divergence, and price positioning relative to Bollinger Bands and moving averages suggests no strong overbought or oversold conditions. Volume is variable and does not consistently support buy or sell momentum. Overall, uncertainty and lack of aligned signals suggest holding is the safest action.','2025-11-22 11:38:28','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(41,3,'hold',4112000.00000000,0.00000000,'none','The data shows mixed indicators with no clear alignment. RSI is not in overbought or oversold zones, MACD shows no recent cross, and prices are within Bollinger Bands without squeeze signals. Volume varies without a consistent pattern. Overall, technical signals suggest uncertainty, favoring holding to protect principal.','2025-11-22 11:38:30','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(42,4,'hold',209.00000000,0.00000000,'none','The data shows mixed signals across indicators. The RSI is near neutral levels, MACD shows frequent crossovers with no clear trend, and Bollinger Bands indicate high volatility without a consistent overbought or oversold condition. Volume spikes do not align clearly with buy or sell signals. Overall, uncertainty and risk of a reversal advise holding.','2025-11-22 11:38:32','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(43,1,'hold',688.00000000,0.00000000,'none','The recent data shows a significant price increase and high volume, indicating a potential move or correction. RSI levels cannot be precisely calculated but appear to be neutral to slightly overbought. MACD and Bollinger Bands indicators are inconclusive or suggest mixed signals. Given the lack of a clear oversold or overbought condition and the overall cautious signals, holding is the safest action at this point.','2025-11-22 11:38:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(44,2,'hold',126477000.00000000,0.00000000,'none','The recent data shows volatility with some overbought and oversold signals, but technical indicators do not consistently align. RSI is in neutral range, MACD shows mixed momentum, and Bollinger Bands indicate no clear breakout. Volume averages do not confirm strong buy or sell signals. Overall uncertainty favors a cautious hold.','2025-11-22 11:38:56','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(45,3,'hold',4112000.00000000,0.00000000,'none','The data shows mixed signals across indicators: RSI levels are not extreme, MACD indicates mixed momentum, Bollinger Bands are not consistently triggered, and volume is variable. Due to these mixed factors and the absence of a clear trend or oversold/overbought signals, the safest action is to hold.','2025-11-22 11:38:58','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(46,4,'hold',209.00000000,0.00000000,'none','The data shows mixed signals across indicators: RSI is around 35-40, indicating neutral to slightly oversold conditions, but not definitive. MACD shows no clear upward or downward cross, and volume is inconsistent with previous strong buy or sell signals. Price is near middle Bollinger Band and moving averages, indicating a consolidation without a clear trend. Overall, the indicators do not strongly support a Buy or Sell decision at this point. Therefore, holding is the most prudent action to protect principal.','2025-11-22 11:39:01','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(47,5,'hold',5575.00000000,0.00000000,'none','The recent data shows significant volatility with a massive spike in high values around the last timestamp, indicating a potential market overload. RSI is not provided, but based on the OHLCV and volume, the market appears to be in a volatile or uncertain state. The MACD and Bollinger Bands signals are indeterminate without the specific values, but the extreme high spike suggests caution. Volume variations are extreme, indicating potential market manipulation or exhaustion. Overall, the signals do not conclusively meet buy or sell conditions and protect principal, thus, holding is recommended.','2025-11-22 11:39:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(48,6,'hold',828500.00000000,0.00000000,'none','The latest data shows mixed signals across indicators: RSI is not in oversold or overbought zone, MACD shows slight positive momentum but not definitive, Bollinger Bands are not indicating extreme conditions, and volume is within normal range. Thus, it’s best to hold to protect the principal until clearer signals emerge.','2025-11-22 11:39:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(49,1,'hold',689.00000000,0.00000000,'none','The data shows recent stabilization in price and volume. The RSI and Bollinger Bands do not indicate oversold or overbought conditions. MACD is not showing a clear crossover, and the trend remains uncertain. Due to mixed signals and no strong momentum, holding is the safest action.','2025-11-22 11:39:24','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(50,2,'hold',126477000.00000000,0.00000000,'none','The recent data shows high volatility with substantial swings in OHLCV, but none of the core technical indicators (RSI, MACD, Bollinger Bands, Moving Averages, Volume) align to trigger a clear buy or sell signal. RSI oscillates within neutral levels, MACD shows no consistent upward or downward cross, and Bollinger Bands indicate volatility squeeze rather than breakout. Volume spikes are not definitive enough to justify action, and overall market signals remain uncertain. Therefore, it\'s prudent to Hold to protect principal at this time.','2025-11-22 11:39:26','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(51,3,'hold',4113000.00000000,0.00000000,'none','Technical indicators show mixed signals: RSI is mostly neutral, MACD histogram is fluctuating around zero, and prices are mostly within Bollinger Bands. Volume levels are varying unpredictably. No clear buy or sell conditions are met according to the combined strategy criteria.','2025-11-22 11:39:28','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(52,4,'hold',209.00000000,0.00000000,'none','The data shows a highly volatile market with recent surges and sharp declines. The RSI is in a neutral range (~30-70), MACD indicates no clear crossover, and Bollinger bands suggest volatile conditions without an overbought or oversold signal. Volume is high but not consistently confirming a strong trend; overall, uncertainty remains high. Protecting principal is prioritized, hence holding is safest.','2025-11-22 11:39:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(53,5,'hold',5565.00000000,0.00000000,'none','The recent price and volume data show large spikes, especially in the high and value columns, indicating abnormal volatility unlikely to be sustainable or signaling a clear buy/sell. Technical indicators such as RSI, MACD, and Bollinger Bands are not conclusively in oversold or overbought territory, and the divergence or trend signals are ambiguous. Given the high volatility and mixed signals, and to protect principal, holding is recommended.','2025-11-22 11:39:33','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(54,6,'hold',827500.00000000,0.00000000,'none','The current data shows mixed signals: the RSI is within the neutral zone (~50), MACD shows some positive momentum but not definitive, Bollinger Bands indicate price is not in oversold or overbought conditions, and volume, while variable, doesn\'t show a clear trend. The absence of a consistent divergence or momentum suggests holding is the safest action until clearer signals develop.','2025-11-22 11:39:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(55,1,'hold',688.00000000,0.00000000,'none','The analysis of the OHLCV data shows a recent significant upward movement in volume, likely indicating increased activity. However, key technical indicators such as RSI, MACD, and Bollinger Bands do not currently exhibit clear buy or sell signals. RSI appears to be in the mid-range, indicating neutrality, and the recent price movements do not show divergence or overbought/oversold conditions. The MACD histogram does not indicate a strong upward or downward momentum. The market is relatively volatile but lacks decisive signals for immediate buying or selling, so holding is the most prudent action at this time.','2025-11-22 11:39:37','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(56,2,'hold',126476000.00000000,0.00000000,'none','The data shows mixed technical signals: RSI and Bollinger Bands indicate oversold conditions on some timeframes, but MACD and volume data do not consistently confirm a buy or sell opportunity. The overall technical picture is uncertain, with no clear upward or downward momentum dominating. Therefore, the safest action is to Hold.','2025-11-22 11:39:40','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(57,3,'hold',4113000.00000000,0.00000000,'none','The data shows significant volatility and mixed signals across the indicators. RSI is not at extreme levels, and MACD and Bollinger Bands do not show clear overbought or oversold conditions. Volume levels are inconsistent, failing to confirm strong trend signals. Overall, the technical indicators do not present a definitive buy or sell scenario, so holding is the prudent action to protect the principal.','2025-11-22 11:39:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(58,4,'hold',209.00000000,0.00000000,'none','RSI values are within neutral range (30-70), indicating no overbought or oversold signals. MACD shows no clear upward or downward cross. Bollinger Bands suggest no imminent volatility breakout. Moving averages do not indicate a golden or dead cross currently. Volume is inconsistent, with no clear confirmation. Overall, technical indicators suggest market uncertainty, hence holding is the most prudent action. No divergence or strong signals are evident.','2025-11-22 11:39:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(59,5,'hold',5570.00000000,0.00000000,'none','The recent data shows volatility with no clear divergence or consistent signals across RSI, MACD, Bollinger Bands, and volume indicators. While there are some overbought signals in high volume spikes, overall, the indicators do not fully align to suggest a strong buy or sell. The market appears to be in consolidation with mixed signals, favoring cautious observation rather than action.','2025-11-22 11:39:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(60,6,'hold',827500.00000000,0.00000000,'none','The technical indicators show mixed signals: RSI is in neutral range (~30-70), MACD shows no clear crossover, and Bollinger Bands indicate neither overbought nor oversold conditions. Volume has moments of high activity, but no definitive trend emerges. Overall, uncertainty and absence of strong divergence suggest holding to protect principal.','2025-11-22 11:39:48','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(61,1,'hold',687.00000000,0.00000000,'none','The recent price movement shows a significant increase with high volume, but technical indicators such as RSI, MACD, and Bollinger Bands do not collectively confirm overbought or oversold conditions. RSI is likely in neutral range given the data, MACD shows no clear cross, and price is not outside Bollinger Bands. To protect principal, a hold position is recommended until clearer signals appear.','2025-11-22 11:39:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(62,2,'hold',126476000.00000000,0.00000000,'none','The data shows significant volatility and mixed signals across technical indicators, including high volume spikes and conflicting MACD and RSI signals. The market appears uncertain, and current conditions do not clearly favor a buy or sell action. Prioritize preservation of capital given the turbulence.','2025-11-22 11:39:56','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(63,3,'hold',4114000.00000000,0.00000000,'none','The data does not exhibit clear oversold conditions (RSI < 30) nor overbought (RSI > 70). Price is fluctuating within Bollinger Bands without squeeze signals. MACD shows no decisive cross. Volume indicators are inconsistent, and current market levels suggest consolidation rather than a strong buy or sell signal. Given the lack of conclusive signals and the priority to protect principal, holding is the safest action.','2025-11-22 11:39:58','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(64,4,'hold',209.00000000,0.00000000,'none','The data indicates mixed signals across indicators. RSI levels are within neutral range, MACD shows slight upward momentum but recent histogram suggests fading momentum, Bollinger bands do not signal oversold or overbought conditions, and the volume is not consistently above the averaged threshold. The current trend is ambiguous, favoring a cautious Hold rather than acting on potentially unreliable signals.','2025-11-22 11:40:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(65,5,'hold',5570.00000000,0.00000000,'none','The recent data does not show clear oversold or overbought conditions across RSI, Bollinger Bands, or MACD. Although the volume spike indicates high activity, the mixed signals and lack of definitive trend suggest holding to protect principal. The RSI is neutral, MACD shows no clear crossover, and the price is within typical Bollinger Bands range, indicating uncertainty.','2025-11-22 11:40:02','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(66,6,'hold',827500.00000000,0.00000000,'none','The data shows a mixed trend with some indicators suggesting overbought conditions (high prices, MACD over signal line, RSI approaching or over 70) and others indicating potential oversold levels (lower Bollinger bands, recent volume surges). The MACD histogram is primarily negative or decreasing, and RSI is above neutral, indicating weakening momentum. Volume spikes are inconsistent, not providing strong confirmation for buy or sell actions. Overall, uncertainty and conflicting signals advise holding to protect principal.','2025-11-22 11:40:04','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(67,1,'hold',693.00000000,0.00000000,'none','The current data shows a significant upward spike in volume and price around the latest period, but the overall trend remains uncertain without clear indicators aligning for buy or sell signals. RSI and MACD do not exhibit overt divergence or crossovers indicating strong momentum. Price does not touch Bollinger bands, and moving averages do not show a golden or dead cross. Given the mixed signals and the emphasis on protecting principal, holding is the prudent choice.','2025-11-22 11:40:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(68,2,'hold',126477000.00000000,0.00000000,'none','The data shows mixed signals: although some indicators like high volume and significant price movements suggest possible volatility, none of the specific buy or sell conditions outlined in the strategy are fully met. RSI appears to be in neutral territory, MACD signals are ambiguous, and Bollinger Bands do not show an oversold or overbought state. Therefore, it is prudent to hold and wait for clearer signals, prioritizing risk protection.','2025-11-22 11:40:28','no_action','AI HOLD 결정 (Confidence: 20.00%)'),(69,3,'hold',4111000.00000000,0.00000000,'none','The recent data shows mixed signals across indicators: RSI is not clearly overbought or oversold; MACD and Bollinger Bands do not indicate clear buy or sell conditions; volume remains variable and does not consistently confirm a strong trend. The lack of a consistent pattern across all indicators suggests caution. The overall technical picture does not strongly favor buy or sell actions at this moment.','2025-11-22 11:40:30','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(70,4,'hold',208.00000000,0.00000000,'none','The data shows a highly volatile market with mixed signals. Although there are significant swings in price and volume, the technical indicators such as RSI, MACD, and Bollinger Bands do not collectively suggest a clear buy or sell opportunity. The market currently exhibits overbought levels with high volume and inconsistent movement across various indicators, warranting caution and a hold decision to protect principal.','2025-11-22 11:40:32','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(71,5,'hold',5545.00000000,0.00000000,'none','The data shows a recent significant spike in high price and volume, indicating potential overbought conditions and bullish exhaustion. Current prices are near or above upper Bollinger Band, with RSI likely elevated, and MACD histogram appears to be fading from bullish momentum. These signs suggest caution rather than immediate buy or sell. The overall indicators do not align strongly for a buy or sell signal at this moment.','2025-11-22 11:40:34','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(72,6,'hold',826000.00000000,0.00000000,'none','The data shows significant volatility with mixed signals across indicators. RSI is in the neutral range, MACD shows both upward and downward crossovers across different periods, and Bollinger Bands do not indicate any clear overbought or oversold condition. Volume is high at times suggesting active trading, but no consistent trend aligns with buy or sell criteria. Therefore, to minimize risk, the best action is to hold.','2025-11-22 11:40:36','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(73,1,'hold',692.00000000,0.00000000,'none','The recent data shows a recovery from a previous decline but overall indicators do not strongly confirm a buy or sell signal. RSI remains neutral, MACD shows slight positive momentum but no clear crossover, and prices are within normal Bollinger Bands. Volume levels are inconsistent, and there\'s no decisive trend based on moving averages. Therefore, cautious holding is appropriate to protect the principal while awaiting clearer signals.','2025-11-22 11:40:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(74,2,'hold',126466000.00000000,0.00000000,'none','The technical indicators show mixed signals: the RSI is within neutral levels, MACD shows no clear cross, and price remains within Bollinger bands, indicating no overbought or oversold conditions. Volume is also inconsistent with the thresholds for confirmation. The data suggests market indecision, so holding is the safest action.','2025-11-22 11:40:56','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(75,3,'hold',4111000.00000000,0.00000000,'none','The data shows mixed signals across indicators: RSI and Bollinger Bands do not concurrently indicate oversold or overbought conditions; MACD and volume patterns are inconsistent, with no clear upward or downward momentum. The technical signals are too ambiguous to confidently buy or sell at this point, prioritizing risk protection.','2025-11-22 11:40:58','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(76,4,'hold',208.00000000,0.00000000,'none','The data shows mixed signals across all indicators: RSI is near neutral, MACD histogram fluctuates without clear trend, Bollinger Bands suggest some overbought or oversold conditions but are not consistent enough, moving averages do not show a definitive cross, and volume is highly variable. The overall uncertainty and conflicting signals warrant a hold to protect the principal.','2025-11-22 11:41:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(77,5,'hold',5555.00000000,0.00000000,'none','The data shows a recent significant drop in price from a high of 11,440 KRW to around 4,400 KRW, with considerable volatility and no clear oversold or overbought signals from RSI, Bollinger Bands, or MACD. Volume spikes do not confirm a strong buy or sell setup. The lack of confluence among indicators suggests uncertainty. Therefore, holding is the safest action to protect principal.','2025-11-22 11:41:02','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(78,6,'hold',825500.00000000,0.00000000,'none','The technical indicators show mixed signals: RSI is currently in neutral zone; MACD shows periods of both upward and downward momentum; Bollinger Bands indicate a squeeze with no clear breakout; Moving Averages suggest no strong trend. Volume is not consistently above the 20-day average to confirm trades. Overall, uncertainty is high, and protecting principal is prioritized, leading to a hold decision.','2025-11-22 11:41:05','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(79,1,'hold',697.00000000,0.00000000,'none','The recent data shows a rebound in close price (from 405 to 698 KRW), indicating a possible trend reversal, but other indicators like RSI, MACD, and Bollinger Bands are not definitively signaling buy or sell. RSI appears to be moderate (not overbought or oversold), and volume fluctuation does not confirm a strong momentum. The crossing of moving averages (not provided directly) and current volatility suggest caution. Protecting principal with a Hold is advised when signals are mixed.','2025-11-22 11:41:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(80,2,'hold',126460000.00000000,0.00000000,'none','The data does not show clear oversold or overbought signals across RSI, Bollinger Bands, MACD, or volume indicators. The recent trend appears sideways with no decisive momentum or divergence, suggesting caution. The technical indicators do not strongly align for buy or sell decisions, so the prudent strategy is to hold.','2025-11-22 11:41:26','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(81,3,'hold',4111000.00000000,0.00000000,'none','Insufficient recent data to evaluate all indicators simultaneously. The data shows mixed signals with some overbought and oversold levels fluctuating, but no clear confluence of buy or sell signals based on combined criteria. Additionally, current benchmarks for RSI, MACD, and Bollinger Bands do not unequivocally favor buying or selling. Given the uncertainty and a priority to protect principal, the recommended action is to hold.','2025-11-22 11:41:28','no_action','AI HOLD 결정 (Confidence: 0.00%)'),(82,4,'hold',208.00000000,0.00000000,'none','The data shows a significant upward trend with high volume and high prices, indicating strong bullish momentum. However, rapid price increases can lead to overbought conditions. Technical indicators such as RSI, MACD, and Bollinger Bands are not explicitly provided, but based on volume and historical price patterns, the market is currently overextended. Protecting principal is critical; hence, the strategy is to HOLD while monitoring for potential correction signals.','2025-11-22 11:41:30','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(83,5,'hold',5535.00000000,0.00000000,'none','The recent price fluctuations show no clear signals from RSI, MACD, or Bollinger Bands that meet the specified buy or sell conditions. RSI levels are within neutral territory, MACD does not show a definitive cross or momentum divergence, and the price is not outside Bollinger Bands. Volume is variable but does not consistently confirm any decisive move. Overall, the data suggests a period of consolidation or uncertainty, favoring HOLD to protect the principal.','2025-11-22 11:41:32','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(84,6,'hold',824500.00000000,0.00000000,'none','The data shows mixed signals with recent trend uncertainty. RSI levels are neutral, MACD indicates no clear cross, and Bollinger Bands suggest low volatility or squeeze. Volume is inconsistent. Overall, the indicators do not meet the strict buy or sell conditions, hence holding position is safest to protect principal.','2025-11-22 11:41:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(85,1,'hold',694.00000000,0.00000000,'none','The data shows a recent upward movement in the closing price, but key indicators such as RSI, MACD, and Bollinger Bands do not strongly signal overbought or oversold conditions. The RSI is not in extreme zones, and MACD does not show a clear crossover or diverging trend. Volume has increased significantly in the last period, but given the lack of definitive signals from technical indicators, holding is the prudent choice to avoid potential false signals.','2025-11-22 11:41:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(86,2,'hold',126371000.00000000,0.00000000,'none','The data shows significant volatility and mixed signals across indicators. The RSI is near neutral, MACD shows no clear crossover or momentum shift, Bollinger Bands indicate no tight squeeze or overbought/oversold levels, and volume is high but inconsistent. The overall picture suggests uncertainty; thus, holding minimizes risk while awaiting clearer signals.','2025-11-22 11:41:57','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(87,3,'hold',4111000.00000000,0.00000000,'none','The data shows varying indicators with no clear consensus. The RSI is near neutral, MACD histograms are mixed, and prices are not consistently outside Bollinger Bands. Volume levels are high but do not consistently align with buy/sell triggers. Due to conflicting signals and moderate confidence, the prudent action is to hold.','2025-11-22 11:41:59','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(88,4,'hold',208.00000000,0.00000000,'none','The data shows a recent overbought condition with RSI > 70, price above upper Bollinger Band, and negative MACD histogram, indicating potential overextension but not a clear sell signal given volume levels. The overall indicators suggest caution, with no decisive signals for buy or sell. The risk of a reversal remains, so hold is safest.','2025-11-22 11:42:01','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(89,5,'hold',5515.00000000,0.00000000,'none','The recent price movements show no clear alignment with oversold or overbought signals. The data indicates the price is extremely volatile, particularly with a recent spike to over 11,400 KRW, but overall the technical indicators such as RSI, MACD, and Bollinger Bands do not conclusively suggest a buy or sell. Volume spikes and unusual volatility warrant caution, favoring holding until a clearer trend emerges.','2025-11-22 11:42:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(90,6,'hold',825000.00000000,0.00000000,'none','The data shows mixed signals across indicators. RSI levels are mostly neutral, MACD shows no clear crossover, and Bollinger Bands do not indicate oversold or overbought conditions. Volume is fluctuating without consistent pattern. The market appears uncertain, so holding minimizes risk.','2025-11-22 11:42:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(91,1,'hold',691.00000000,0.00000000,'none','The data shows a significant recent increase in price and volume, but indicators such as RSI, MACD, and Bollinger Bands suggest momentum may be peaking or weakening. RSI is not over 70, and MACD histogram is not clearly indicating a strong sell signal. The Bollinger Bands do not show an extreme overbought condition, and volume, while high in some periods, does not confirm strong buy signals. Therefore, the safest action given current data and risk considerations is to hold.','2025-11-22 11:42:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(92,2,'hold',126401000.00000000,0.00000000,'none','The recent data does not show clear oversold or overbought signals across RSI, Bollinger Bands, or MACD. The volume and price actions are mixed without decisive crossovers or divergence. Market conditions appear uncertain, indicating a hold recommendation to protect capital.','2025-11-22 11:42:27','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(93,3,'hold',4111000.00000000,0.00000000,'none','The data shows mixed signals: RSI appears to fluctuate, with no clear oversold or overbought condition; MACD indicates mixed momentum without a decisive cross; Bollinger Bands show the price moving within bounds, not signaling a squeeze or breakout; moving averages do not indicate a clear golden or dead cross; volume is inconsistent without sustained high levels for confirmation. The overall technical environment suggests uncertainty, favoring a hold to protect principal.','2025-11-22 11:42:29','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(94,4,'hold',208.00000000,0.00000000,'none','The analysis of the financial data suggests mixed signals across the indicators. The RSI is not provided explicitly, but volume and price movements indicate a potential oversold or overbought condition. MACD and Bollinger Bands data do not definitively favor buy or sell. The volume spikes and recent price stability suggest market uncertainty. Therefore, the safest decision under current volatile conditions is to Hold.','2025-11-22 11:42:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(95,5,'hold',5530.00000000,0.00000000,'none','The recent data shows no clear alignment of buy or sell signals. RSI levels are not in extreme zones, MACD shows no significant cross, and prices are not pressing Bollinger Bands boundaries. Volume fluctuations are moderate, indicating no strong momentum. Overall, the technical indicators display a lack of decisive trend, suggesting that holding is the safest option.','2025-11-22 11:42:33','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(96,6,'hold',825000.00000000,0.00000000,'none','The recent price is near the upper Bollinger Band and RSI is above 70, indicating overbought conditions. MACD shows overextended momentum and volume is high but not necessarily confirming an immediate reversal. Divergences are unclear, and volatility suggests caution. Protecting principal while observing further signs is prudent.','2025-11-22 11:42:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(97,1,'hold',695.00000000,0.00000000,'none','The data shows a significant rise in volume and high prices in recent candles, indicating potential bullish momentum, but the technical indicators such as RSI, MACD, and Bollinger Bands are not conclusively aligned for a buy or sell. RSI is in neutral territory, and MACD shows a positive trend but no clear crossover. Given the mixed signals and current volatility, holding is the prudent decision to protect capital amidst uncertainty.','2025-11-22 11:42:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(98,2,'hold',126400000.00000000,0.00000000,'none','The current data does not clearly meet buy or sell conditions for the combined strategy, with indicators showing mixed signals. RSI is within neutral range, MACD shows no decisive momentum, Bollinger Bands suggest no overbought or oversold state, and volume is inconsistent. Therefore, hold is the safest action to protect principal amid uncertainty.','2025-11-22 11:42:59','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(99,3,'hold',4112000.00000000,0.00000000,'none','The latest data does not show a clear oversold or overbought condition across RSI, Bollinger Bands, or MACD, and volume signals are mixed. The trend appears sideways with no strong divergence or breakout signals present. Therefore, a hold is recommended to protect the principal.','2025-11-22 11:43:01','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(100,4,'hold',208.00000000,0.00000000,'none','The data shows a significant upward trend in price, volume, and market activity, but without specific current indicator values or divergence signals, the safest action per the strategy is to hold. The technical indicators such as RSI, MACD, Bollinger Bands, and volume do not simultaneously confirm overbought or oversold conditions for a clear buy or sell. Therefore, based on the available data and strategy priorities to protect principal and maintain caution, the best decision is to hold.','2025-11-22 11:43:03','no_action','AI HOLD 결정 (Confidence: 0.00%)'),(101,5,'hold',5535.00000000,0.00000000,'none','The data shows significant fluctuation in price and volume, with no clear trend indicated by the technical indicators. RSI levels appear within neutral ranges, MACD shows no decisive cross, and Bollinger Bands do not signal an oversold or overbought condition. Due to uncertainty and lack of confluence in signals, the safest action is to Hold.','2025-11-22 11:43:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(102,6,'hold',828000.00000000,0.00000000,'none','The technical indicators show mixed signals: the RSI is within neutral range (~45-55), MACD shows signs of upward momentum but no clear crossover, Bollinger Bands indicate the price is near the middle band without overbought or oversold signals, and volume is not significantly above the 20-day average. These factors do not meet all strict buy or sell conditions, and the risk level remains moderate. Therefore, holding is the safest action to protect capital at this moment.','2025-11-22 11:43:07','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(103,1,'hold',699.00000000,0.00000000,'none','The data shows no strong signals from RSI, MACD, or Bollinger Bands indicating overbought or oversold conditions. The recent price increase to a high of 696 KRW from a low of 405 KRW suggests some bullish momentum, but without clear overbought or oversold signals and considering mixed indicator signals, the best action is to hold. Volume data supports no strong entry or exit signals yet. Therefore, holding is the safest option currently.','2025-11-22 11:43:24','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(104,2,'hold',126400000.00000000,0.00000000,'none','Indicators show mixed signals: Significant volatility and high volume suggest potential breakout but no clear convergence of buy or sell signals. RSI, MACD, Bollinger Bands, and volume do not all align for a definitive move. Protecting principal with Hold.','2025-11-22 11:43:27','no_action','AI HOLD 결정 (Confidence: 20.00%)'),(105,3,'hold',4112000.00000000,0.00000000,'none','The data indicates fluctuating prices with no clear oversold or overbought signals across RSI, Bollinger Bands, and MACD. Volume and moving averages do not show decisive trend reversals or breakouts. Given the mixed signals and recent volatility, the prudent approach is to Hold to protect principal and await clearer technical confirmation.','2025-11-22 11:43:29','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(106,4,'hold',208.00000000,0.00000000,'none','The data shows a mixed pattern with recent prices near resistance levels and high volatility, but no clear confirmation from RSI, MACD, Bollinger Bands, and volume indicators. RSI is not in oversold or overbought zones, MACD does not show a strong crossover or divergence, and prices are fluctuating within Bollinger bands without squeezing for breakout. The volume is high but not decisively aligned with buy or sell signals. The overall technical picture suggests uncertainty, so holding is the safest option.','2025-11-22 11:43:31','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(107,5,'hold',5545.00000000,0.00000000,'none','The recent price movements show high volatility with significant highs in the past, but current indicators such as RSI, MACD, and Bollinger Bands do not align strongly for a buy or sell. RSI and MACD currently do not indicate overbought or oversold conditions, and the price is not crossing Bollinger Bands in an extreme manner. Volume patterns are inconsistent, and the trend remains uncertain, suggesting a hold position to protect capital at this moment.','2025-11-22 11:43:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(108,6,'hold',826500.00000000,0.00000000,'none','The current data shows mixed signals across indicators: RSI is within neutral range, MACD shows signs of bullish momentum but not confirmatory for a buy, Bollinger Bands indicate price is neither oversold nor overbought, and volume is not prominently above the 20-day average. Given the uncertainty and to protect principal, holding is the prudent choice.','2025-11-22 11:43:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(109,1,'hold',702.00000000,0.00000000,'none','The data shows no clear oversold or overbought signals according to RSI, MACD, and Bollinger Bands indicators. The RSI is within neutral range, MACD shows no decisive cross, and price is not touching Bollinger Bands extremes. Volume spikes are observed but do not consistently align with reversal signals. The trend remains ambiguous, so holding is the safest action at this moment.','2025-11-22 11:43:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(110,2,'hold',126461000.00000000,0.00000000,'none','The data does not show clear signals for overbought or oversold conditions across the key indicators. RSI is within neutral range, MACD shows no decisive cross, and Bollinger Bands do not indicate a squeeze or reversal. Volume is inconsistent, and price trend is flat without strong momentum. Therefore, the optimal action is to hold until clearer signals emerge.','2025-11-22 11:43:57','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(111,3,'hold',4113000.00000000,0.00000000,'none','The data shows fluctuating prices with no clear oversold or overbought signals in RSI, MACD, or Bollinger Bands, and volume patterns do not indicate a strong trend. The indicators are mixed, suggesting uncertainty, so the best action is to hold to protect the principal.','2025-11-22 11:43:59','no_action','AI HOLD 결정 (Confidence: 20.00%)'),(112,4,'hold',208.00000000,0.00000000,'none','The data shows a recent high close near 365.0 while RSI is not provided but recent prices indicate no clear overbought or oversold signals. The MACD and Bollinger bands are not explicitly calculated here, but the overall price movement suggests consolidation. Volume is high but not indicative of a definitive momentum shift. Given the mixed signals and absence of clear oversold or overbought conditions, holding is the safest action to protect principal.','2025-11-22 11:44:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(113,5,'hold',5550.00000000,0.00000000,'none','The recent data shows no clear signals from RSI, MACD, Bollinger Bands, or volume that meet the strict combined conditions for buy or sell actions. The RSI is within neutral range, and despite some volatility, indicators do not confirm an oversold or overbought scenario. Given the risk-averse priority to protect principal and current mixed signals, holding is the prudent choice.','2025-11-22 11:44:04','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(114,6,'hold',830500.00000000,0.00000000,'none','The price is shown to be in a complex zone with mixed signals across multiple indicators. The RSI is within neutral range (around 50), indicating no oversold or overbought condition. MACD shows recent upward momentum but without a clear cross. Bollinger Bands suggest the price is near the middle, not at extremes. Volume levels are high but inconsistent, not confirming a breakout. Overall, the technical indicators do not align strongly for a buy or sell action, suggesting the best approach is to hold to protect capital until clearer signals emerge.','2025-11-22 11:44:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(115,1,'hold',703.00000000,0.00000000,'none','The analysis shows no clear buy or sell signals aligning across all indicators. The RSI is around neutral levels, MACD shows no significant crossover, and prices are not touching Bollinger Bands. Volume is also not substantially higher than average. Given the mixed signals and lack of strong momentum, the safest action is to hold.','2025-11-22 11:44:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(116,2,'hold',126582000.00000000,0.00000000,'none','The data does not show clear oversold or overbought conditions that satisfy all buy or sell criteria. RSI and Bollinger Bands indicate neutrality, MACD shows mixed momentum, and volume does not strongly support a decisive move. Given the absence of a strong signal from technical indicators, the safest action is to hold.','2025-11-22 11:44:26','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(117,3,'hold',4114000.00000000,0.00000000,'none','The data shows a significant increase in price and volume with no clear oversold or overbought signals from RSI, MACD, or Bollinger Bands. Technical indicators are mostly neutral, suggesting no strong buy or sell signals. Price is not near Bollinger Bands extremes, and volume does not confirm a decisive trend. Therefore, holding is the safest decision at this point.','2025-11-22 11:44:28','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(118,4,'hold',208.00000000,0.00000000,'none','Indicators show mixed signals: recent RSI near neutral levels, MACD and Bollinger Bands not indicating overbought or oversold conditions, and volume data not exceeding the 20-day average significantly. The high volatility in past data suggests caution. Given the current mixed signals and the importance of protecting principal, holding is safest.','2025-11-22 11:44:30','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(119,5,'hold',5560.00000000,0.00000000,'none','The recent price data shows significant volatility with sharp swings and high volume spikes, especially in the latest period where the close sharply increased. Technical indicators such as RSI, MACD, and Bollinger Bands do not show clear consistent signals for buying or selling; RSI stays in neutral zones, and MACD shows mixed momentum. The unusual volume on the latest candle indicates possible strong activity but does not confirm a trend reversal. Given the lack of clear consensus from indicators and the importance of protecting principal during uncertain volatility, the safest action is to hold.','2025-11-22 11:44:32','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(120,6,'hold',832500.00000000,0.00000000,'none','Technical indicators show mixed signals: RSI is near neutral (~50), MACD indicates slight bullish momentum but not strong enough, and prices are within Bollinger Bands without squeezing or overbought/oversold levels. Volume trend is inconsistent with other signals, suggesting caution. To protect principal, the best action is to hold.','2025-11-22 11:44:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(121,1,'hold',704.00000000,0.00000000,'none','The recent data shows a significant upward movement with high volume, especially in the last period, but key indicators such as RSI, MACD, and Bollinger Bands are not providing clear buy or sell signals due to mixed signals. RSI nearing overbought levels and a recent price spike suggest caution, while no strong divergence or confirmed trend reversal indicators are present. Therefore, holding is the safest decision given the current uncertainty.','2025-11-22 11:44:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(122,2,'hold',126435000.00000000,0.00000000,'none','The data shows a complex pattern with high volatility and mixed indicator signals. While some recent candles indicate overbought conditions (price near upper Bollinger Band, RSI > 70), other indicators such as MACD histogram and volume do not consistently support a decisive buy or sell. The trend remains uncertain with no clear divergence or strong convergence in technical signals, so the safest action is to hold to protect the principal.','2025-11-22 11:44:57','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(123,3,'hold',4114000.00000000,0.00000000,'none','The technical indicators show mixed signals: RSI is within neutral range, MACD shows no clear cross, and price is not consistently outside Bollinger Bands in the oversold or overbought zones. Volume doesn\'t strongly confirm either buy or sell signals. Overall, uncertainty prevails, so holding is the safest decision to protect capital.','2025-11-22 11:44:58','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(124,4,'hold',208.00000000,0.00000000,'none','The analysis of indicators shows mixed signals: RSI levels are near neutral, MACD shows no clear upward or downward cross, and Bollinger bands do not indicate oversold or overbought conditions. Volume and price behavior do not conclusively favor buying or selling. Therefore, holding preserves capital while awaiting clearer signals.','2025-11-22 11:45:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(125,5,'hold',5575.00000000,0.00000000,'none','The data shows increasing volatility with some indicators suggesting overbought conditions (e.g., high volume, high price relative to Bollinger Bands, and MACD momentum fading). RSI is not in oversold or overbought extremes, and there is no clear divergence. The combined signals do not meet all buy or sell criteria strongly, indicating uncertainty. Therefore, holding minimizes risk.','2025-11-22 11:45:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(126,6,'hold',834000.00000000,0.00000000,'none','The technical indicators present conflicting signals: the RSI is in neutral range (~50), MACD shows crossovers inconsistent with overall trend, Bollinger Bands are not particularly squeezed but the price occasionally touches upper/lower bands, and volume is within average levels. This suggests uncertainty and potential risk, so the best action is to hold to protect the principal while awaiting clearer signals.','2025-11-22 11:45:04','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(127,1,'hold',701.00000000,0.00000000,'none','The recent data indicates mixed signals: while the price shows a significant upward jump at the last candle, the technical indicators are not strongly aligned for a buy or sell. RSI levels are within the neutral range, MACD shows no clear cross or divergence, and Bollinger Bands do not suggest an overbought or oversold condition. Volume spike in the latest candle suggests increased activity but doesn\'t confirm a definitive trend. Given the conflicting signals and recent volatility, holding is the prudent option to protect capital.','2025-11-22 11:45:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(128,2,'hold',126475000.00000000,0.00000000,'none','The data suggests mixed signals across several indicators. The RSI is currently in a neutral zone, not indicating oversold or overbought levels. MACD shows no clear cross or momentum change. Price is within Bollinger Bands with no squeeze or breakout, and volume is variable without consistent confirmation. Given the lack of decisive signals and the importance of capital preservation, holding is the prudent action.','2025-11-22 11:45:28','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(129,3,'hold',4114000.00000000,0.00000000,'none','Insufficient recent data on RSI, MACD, Bollinger Bands, and volume to determine a clear buy or sell signal. Market conditions appear volatile with mixed signals; a cautious Hold is advised to protect principal.','2025-11-22 11:45:30','no_action','AI HOLD 결정 (Confidence: 0.00%)'),(130,4,'hold',208.00000000,0.00000000,'none','The data shows that the current price is within the recent volatility range, with no clear oversold or overbought signals across RSI, Bollinger Bands, or MACD. Volume indicators do not strongly favor a buy or sell. Given the mixed signals and recent price fluctuations, the optimal action is to hold to protect capital until clearer trends emerge.','2025-11-22 11:45:32','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(131,5,'hold',5575.00000000,0.00000000,'none','The trend shows recent volatility with no clear oversold or overbought signals across RSI, Bollinger Bands, or MACD. The price recently spiked sharply but does not strongly indicate a buy or sell condition per combined strategy criteria. Volume and momentum do not confirm a decisive action. Therefore, holding minimizes risk.','2025-11-22 11:45:34','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(132,6,'hold',836000.00000000,0.00000000,'none','The data indicates a recent high price (~855,500 KRW) with overbought signals from RSI (>70) and Bollinger Bands (price exceeding upper band). MACD histogram is negative, suggesting fading upward momentum, but volume is not significantly above the 20-day average. The overall indicators suggest potential overbought conditions, but no clear buy or sell signal meets all criteria simultaneously. Caution: market is uncertain, holding is safest.','2025-11-22 11:45:36','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(133,1,'hold',699.00000000,0.00000000,'medium','The recent data shows increased volatility and no clear trend reversal. Prices experienced a significant spike followed by a sharp decline, indicating instability. Moving averages are not aligned for a confirmed bullish or bearish signal. Given the current mixed signals and potential risk, abstaining from action to protect the principal is the safest approach.','2025-11-22 11:46:48','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(134,2,'hold',126405000.00000000,0.00000000,'medium','The recent price trend shows significant volatility with substantial swings, and the market has not established a clear trend. Technical indicators such as RSI are not explicitly provided, but the extreme of recent high volume and large price fluctuations suggest caution. The market appears to be in a state of consolidation with no confirmed breakout or breakdown, posing a risk of sudden loss if acted upon prematurely. Given the aim to avoid any loss, the safest decision is to Hold until a clearer directional signal emerges.','2025-11-22 11:46:50','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(135,3,'hold',4115000.00000000,0.00000000,'high','The recent Bitcoin market data shows high volatility with significant fluctuations in price and volume, indicating uncertain short-term momentum. Although there has been an upward trend in some periods, recent price activity suggests a potential correction or consolidation phase. The market\'s trend is not clear enough for a safe buy or sell action, and the volatility increases the risk of loss for new investments. Prioritizing capital preservation, the safest action under current conditions is to hold.','2025-11-22 11:46:52','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(136,4,'hold',208.00000000,0.00000000,'high','The market exhibits high volatility with recent peaks and sharp declines, making the current trend uncertain. Key technical signals are inconclusive, and the price oscillates within a wide range, indicating no clear short-term momentum. Additionally, recent volume spikes do not confirm a definitive breakout or breakdown, increasing risk of potential loss if action is taken now.','2025-11-22 11:46:54','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(137,5,'hold',5580.00000000,0.00000000,'medium','The recent price action shows significant volatility with sharp swings in high and low prices, and volume spikes that suggest indecision rather than a clear trend. Although there was a recent surge in volume and a pronounced upward spike, the overall pattern indicates uncertain momentum, risking potential losses if acted upon prematurely. Current market volatility and lack of a confirmed trend make this an unsuitable point for buying or selling without further confirmation.','2025-11-22 11:46:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(138,6,'hold',836500.00000000,0.00000000,'high','The current market exhibits high volatility with recent high volumes and large price swings, including recent peaks near 86.5 million KRW and significant fluctuations in the OHLC. Additionally, the lack of a clear support or resistance signal and the presence of sharp volatility suggest an uncertain environment. Given the priority to avoid loss and protect principal, the safest action is to refrain from buying or selling at this time.','2025-11-22 11:46:57','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(139,1,'hold',700.00000000,0.00000000,'medium','The recent price action shows a significant decline from previous highs, with the current close around 699 KRW after a clear upward bounce. The volume spike on the latest candle indicates potential accumulation, but there\'s no strong trend reversal signal yet. The market exhibits sideways consolidation with low volatility and no confirmed breakout or breakdown. The lack of a clear momentum shift or confirmation of trend reversal warrants cautious patience to protect the principal.','2025-11-22 11:47:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(140,2,'hold',126388000.00000000,0.00000000,'high','The recent data shows high volatility, with significant fluctuations in both price and volume. Technical indicators suggest market indecision with no clear trend. Price is oscillating near resistance levels, and recent large volume spikes indicate potential reversals or consolidation phases rather than a confirmed bullish or bearish breakout. The risk of loss remains high, and taking an action now may jeopardize principal safety. Therefore, the safest approach is to Hold while monitoring for clearer signals.','2025-11-22 11:47:20','no_action','AI HOLD 결정 (Confidence: 95.00%)'),(141,3,'hold',4115000.00000000,0.00000000,'high','The recent Bitcoin price shows high volatility with significant swings both upward and downward; although there was a recent peak, the market is currently consolidating and exhibits mixed signals. Short-term momentum is not clearly bullish or bearish, and the risk of potential loss remains high due to unpredictable volatility. In such uncertain market conditions, the safest approach is to hold to avoid unnecessary risk.','2025-11-22 11:47:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(142,4,'hold',208.00000000,0.00000000,'high','The price of Bitcoin shows significant short-term volatility with recent large swings both upward and downward, coupled with inconsistent volume spikes. Market momentum is mixed without a clear trend reversal signal, and the volatility makes any direct buy or sell risky at this moment. The market displays no strong confirmation of a new bullish trend nor an established bearish reversal, thus prioritizing preservation of principal.','2025-11-22 11:47:25','no_action','AI HOLD 결정 (Confidence: 63.00%)'),(143,5,'hold',5580.00000000,0.00000000,'high','The recent data shows significant volatility with a recent spike to an exceptionally high close at 11,440,000 KRW amid a giant volume of over 169 billion KRW. The market appears to be in a state of extreme fluctuation, with abrupt price swings both upward and downward. Technical indicators suggest no clear trend, and the risk of sudden reversals remains high. Considering the risk of loss and the absence of a stable trend signal, the safest position is to hold until clearer signals emerge.','2025-11-22 11:47:27','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(144,6,'hold',837500.00000000,0.00000000,'medium','The current market shows mixed signals with recent high volatility and no clear trend direction. The price experienced sharp increases followed by decreases, indicating unpredictability. Technical indicators such as RSI are not sufficiently conclusive, and volatility remains high, which could pose a risk for new entries or exits. To prioritize capital preservation, holding is the safest action in this uncertain environment.','2025-11-22 11:47:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(145,1,'hold',706.00000000,0.00000000,'high','The recent price data shows a significant decline from the high of around 2951 KRW to the current close of 704 KRW, with increased volatility and no clear trend reversal signals. The market is currently in a downtrend after a sharp correction, and there is no confirmed support level or bullish breakout. Volume spikes during recent upward movements suggest potential short-term manipulations rather than a sustainable recovery. Given the uncertain trend and increased volatility, the safest approach is to hold to avoid risking loss.','2025-11-22 11:47:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(146,2,'hold',126366000.00000000,0.00000000,'high','Although the recent data shows a strong upward momentum with high volume and increased price levels, the market has experienced recent extreme volatility and a potential overextension. The trend appears to be highly bullish in the short-term, but the rapid price escalation coupled with volatility and the lack of clear reversal signals indicates a high risk of sudden price correction. To prioritize capital protection and avoid potential losses from whipsaw movements, a conservative approach is recommended.','2025-11-22 11:47:50','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(147,3,'hold',4115000.00000000,0.00000000,'high','The Bitcoin market shows high volatility and inconsistent short-term momentum with frequent sharp swings in prices and volume. Recent price action is characterized by a significant decrease from recent peaks, indicating potential risk of further decline. The trend lacks clear confirmation of bullish or bearish continuation, and the volatility suggests caution. Given the current picture, the safest approach to avoid potential losses and protect principal is to hold.','2025-11-22 11:47:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(148,4,'hold',208.00000000,0.00000000,'high','The recent data shows significant volatility with attempts at recovery after sharp declines. Technical indicators such as moving averages and RSI suggest no clear trend reversal or strong momentum, and overall market conditions still carry high risk. Given the current uncertainty and volatility, the safest action to avoid potential losses is to hold.','2025-11-22 11:47:53','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(149,5,'hold',5555.00000000,0.00000000,'high','The recent data shows high volatility with sharp fluctuations in price, volume, and market value. The pattern lacks clear bullish or bearish signals; while there was a significant spike in price and volume at the latest point, this appears to be an abnormal surge rather than a sustainable trend. Technical indicators are inconclusive, and the market\'s short-term momentum remains uncertain. Given the high volatility and potential for sudden reversals, the safest approach is to Hold to avoid any potential loss.','2025-11-22 11:47:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(150,6,'hold',836000.00000000,0.00000000,'medium','While recent data shows a significant upward movement with high volatility, recent candlesticks indicate exhaustion in bullish momentum, and the market is experiencing sharp swings without clear confirmation of trend continuation. Support levels are under pressure, and technical indicators suggest caution. Given the current volatility and the risk of potential pullback, the safest action is to Hold to protect principal and avoid potential losses.','2025-11-22 11:47:56','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(151,1,'hold',716.00000000,0.00000000,'high','The recent price trend shows a significant decline from the recent high of approximately 115 M KRW to a recent low of 405k KRW, indicating high volatility and potential panic sell-offs. Despite a bounce to 715k KRW, the overall trend remains bearish with no clear reversal pattern confirmed. The volume has dropped substantially after a peak, suggesting weak buying support. Technical indicators such as RSI (not directly provided but inferred from the recent decline and volatility) likely point to oversold conditions, but without clear bullish signals, risk of further decline remains. Given the high volatility and uncertainty, the safest action is to Hold to avoid potential losses.','2025-11-22 11:48:18','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(152,2,'hold',126365000.00000000,0.00000000,'high','The recent market data shows high volatility with large swings in OHLCV values and volume. While prices have recently surged to very high levels, the lack of consistent upward trend and indications of extreme volatility make it risky to buy or sell at this moment. Protecting principal under uncertain conditions is paramount, and the current pattern suggests that holding is the safest stance until clearer signals of sustained trend emerge.','2025-11-22 11:48:19','no_action','AI HOLD 결정 (Confidence: 72.00%)'),(153,3,'hold',4114000.00000000,0.00000000,'high','The recent Bitcoin prices exhibit significant volatility with sharp spikes and drops, both upward and downward. The current price shows a sharp decline after recent peaks, accompanied by high trading volume, indicating potential uncertainty and increased risk. The lack of a clear trend or consolidation pattern suggests we\'re in a highly unpredictable phase. To prioritize capital preservation and avoid possible losses, the safest course is to hold and wait for clearer signals.','2025-11-22 11:48:21','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(154,4,'hold',208.00000000,0.00000000,'high','The recent OHLCV data shows significant volatility with both sharp rises and drops. While some signals suggest potential overextension (e.g., extreme volume spikes and rapid price movements), the current trend is uncertain with no clear technical pattern indicating a safe entry or exit point. The market appears to be in a turbulent phase, and the risk of loss is high. Given the priority to avoid loss, holding is the safest action at this moment.','2025-11-22 11:48:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(155,5,'hold',5570.00000000,0.00000000,'high','The recent price action shows significant volatility, with sharp fluctuations in both high and low levels, and the current market is in a state of consolidation after a notable spike over 11400 KRW. Indicators such as volume are sporadic, and there\'s no clear bullish or bearish trend established. The market remains unpredictable, and attempting to buy or sell at this point could result in loss. Therefore, the safest action to protect principal is to Hold.','2025-11-22 11:48:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(156,6,'hold',839000.00000000,0.00000000,'high','The recent data shows increased volatility with significant price and volume fluctuations. Short-term momentum indicators reflect conflicting signals—some periods indicate upward momentum, while others suggest caution due to sharp swings and potential overextension. The market appears to be in a highly volatile environment without clear trend confirmation, increasing the risk of short-term loss. Given the goal to protect principal, abstaining from buying or selling at this volatile juncture is the safest course.','2025-11-22 11:48:25','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(157,1,'hold',719.00000000,0.00000000,'medium','The recent price action shows a significant volatility spike with a notable rebound from a low point, but the market is still displaying mixed signals. The price has surged sharply after a prolonged downtrend, but the volume has also increased substantially, indicating possible short-term movement rather than trend reversal. The RSI and other momentum indicators are not provided, but the current pattern suggests caution with unpredictable short-term behavior. Given the risk of sudden reversals and the priority to avoid losses, holding is the safest action.','2025-11-22 11:48:48','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(158,2,'hold',126364000.00000000,0.00000000,'medium','The recent Bitcoin price trend shows high volatility with significant swings in price and volume, especially in the last few data points. There is no clear short-term trend or confirmation of a reversal. The market appears to be in a volatile consolidation phase with no definitive bullish or bearish signals. To minimize risk and avoid potential losses, the best course of action given the current uncertainty is to hold and wait for more stable trend signals.','2025-11-22 11:48:49','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(159,1,'hold',715.00000000,0.00000000,'medium','The market exhibits significant volatility with a sharp recent increase in volume and a strong upward price movement from previous lows. However, the overall trend appears to be in a short-term recovery phase after a decline, and technical indicators are not clearly signaling a stable bullish trend. The risk of a false breakout or reversal remains, especially since the recent volume spike could suggest a potential exhaustion or a transient rally. To prioritize capital preservation and avoid entering on uncertain footing, holding is the safest action at this moment.','2025-11-22 11:49:30','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(160,2,'hold',126362000.00000000,0.00000000,'high','The current market exhibits high volatility with recent price fluctuations and volume spikes, indicating uncertainty. Despite a recent uptrend, the market has shown large swings and no clear trend continuation signals. Technical indicators are inconclusive, and the risk of loss remains high. As a cautious trader prioritizing principal protection, the best action is to hold until clearer signals emerge.','2025-11-22 11:49:32','no_action','AI HOLD 결정 (Confidence: 90.00%)'),(161,3,'hold',4112000.00000000,0.00000000,'high','The price of Bitcoin shows significant volatility with recurrent swings between peaks and troughs. Recent data indicates a sharp decline after a strong upward trend, suggesting potential for further correction. Technical indicators such as the candlestick patterns and volume fluctuations signal caution, and the market is currently in a state of uncertain consolidation. Given the high volatility and risk of loss, the safest approach is to hold until a clearer trend emerges.','2025-11-22 11:49:34','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(162,4,'hold',208.00000000,0.00000000,'high','The recent price movements show high volatility with a significant spike followed by a sharp correction, indicating uncertain momentum. Technical indicators suggest mixed signals without a clear trend reversal or confirmation of a bullish breakout. Fundamental risk remains high amidst extreme volatility, making it unsafe to buy or sell at this moment.','2025-11-22 11:49:36','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(163,5,'hold',5585.00000000,0.00000000,'high','The recent price trend shows significant volatility with sharp swings, including a recent jump to over 114 million KRW but also sharp declines. The market appears to be in a speculative, unpredictable phase with no clear trend. Technical indicators are uncertain due to the high volatility and inconsistent momentum. Given the current market instability and price unpredictability, the safest action to protect the principal is to Hold.','2025-11-22 11:49:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(164,6,'hold',836500.00000000,0.00000000,'medium','While recent data shows significant volatility and a sharp upward spike in value, the price is currently near historical resistance levels with mixed momentum signals. There is evidence of overextension and potential exhaustion of short-term bullish momentum. Given the high volatility and lack of a confirmed clear trend, taking no action is the safest choice to avoid potential losses.','2025-11-22 11:49:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(165,1,'hold',716.00000000,0.00000000,'medium','The recent price data shows a significant decline from early highs to current levels, with increased volatility observed in volume and candlestick patterns. The market is currently in a consolidation phase after a sharp downtrend, and the recent upward movement suggests a potential reversal or correction. However, technical indicators such as RSI and moving averages are not sufficiently bullish to confirm a sustained bullish trend, and there remains a risk of further downside. Considering the priority to avoid loss, the safest action is to hold until clearer signals emerge.','2025-11-22 11:50:00','no_action','AI HOLD 결정 (Confidence: 72.00%)'),(166,2,'hold',126362000.00000000,0.00000000,'high','The recent OHLCV data shows significant volatility and mixed signals. While there have been periods of strong upward momentum, the sharp fluctuations and high volume swings increase the risk under current market conditions. Technical indicators such as RSI and moving averages suggest a lack of clear trend direction, and recent sharp declines indicate potential volatility that could lead to losses. To prioritize principal protection and avoid risky entries during uncertain times, the safest action at this moment is to Hold.','2025-11-22 11:50:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(167,3,'hold',4110000.00000000,0.00000000,'high','The latest data shows significant volatility with steep fluctuations in price, volume, and high/low ranges. Short-term momentum is unclear, as recent prices oscillate without a clear trend. Moving averages are not strongly aligned, and RSI or other momentum indicators are not explicitly provided but appear inconsistent with an established trend. To limit potential losses, the safest course of action under current uncertain conditions and high volatility is to hold.','2025-11-22 11:50:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(168,4,'hold',208.00000000,0.00000000,'high','The market exhibits high volatility with rapid swings in price, volume, and volatility indicators. Recent prices are near all-time highs but with signs of potential short-term exhaustion. Moving averages and momentum indicators are mixed, and volatility remains elevated, suggesting risk of sudden reversal. Given the inherent market risk and uncertainty in trend direction, the safest action is to Hold to avoid potential losses.','2025-11-22 11:50:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(169,5,'hold',5610.00000000,0.00000000,'high','The recent price action shows a significant spike with a push above the previous high, but volume surged notably, indicating potential exhaustion or a false breakout. The market is in a high volatility state, and with conflicting indicators, the safest approach is to remain on the sidelines. Momentum appears short-term but lacks confirmation of a sustained trend reversal. As a conservative measure, holding minimizes risk of losses amidst uncertain momentum.','2025-11-22 11:50:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(170,6,'hold',834000.00000000,0.00000000,'medium','The recent price data indicates high volatility and mixed short-term momentum, with no clear trend support or reversal signals. The market has experienced significant swings, and technical indicators do not suggest a safe entry or exit point. As the primary goal is to avoid potential losses, maintaining a cautious \'Hold\' position is prudent.','2025-11-22 11:50:11','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(171,1,'hold',716.00000000,0.00000000,'high','The market shows a significant drop in prices from recent highs, with increased volatility indicated by wide high-low ranges. The recent upward movement to 715 KRW is not supported by strong volume or clear technical reversal signals. Current momentum appears uncertain, and risk of further downside remains, making it prudent to hold rather than buy or sell. Technical volatility and absence of confirmed trend reversal caution against acting at this time.','2025-11-22 11:50:30','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(173,1,'hold',713.00000000,0.00000000,'none','Market shows mixed signals with historic volatility. The latest close at 711 KRW indicates a significant recent increase, but the previous candles display inconsistency between high and low levels, with no clear trend or confluence of indicators. RSI data is unavailable, so cannot confirm overbought/oversold conditions. MACD, Bollinger Bands, and Moving Averages are not explicitly provided, and volume variations are significant but lack context for confirmations. The current state appears to be consolidation or volatile sideways movement, suggesting waiting for clearer breakout confirmation or trend development. Therefore, the safest stance is to Hold.','2025-11-22 11:53:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(174,2,'hold',126475000.00000000,0.00000000,'none','The market shows conflicting signals: RSI is around 50, indicating neutral momentum, with no divergence observed. MACD histogram is slightly positive but lacks crossover confirmation. Price is moving within the Bollinger Bands with no squeeze or expansion. Moving averages do not indicate a clear trend shift; there is no golden or death cross. Volume is modest, not confirming any strong trend. Overall, indicators are mixed and suggest a consolidation phase; waiting for a decisive breakout or more confluence before action.','2025-11-22 11:53:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(175,3,'hold',4113000.00000000,0.00000000,'high','The data shows significant volatility with large swings in price, volume, and high levels of overbought signals (RSI > 70 during some periods). MACD appears mixed with some bullish and bearish crossovers, but no clear trend confluence. Price oscillates within Bollinger Bands with periods of squeeze, indicating consolidation rather than a strong breakout or reversal. Overall, indicators are conflicting, suggesting uncertainty. Risk is high due to unpredictable volatility, so it\'s best to hold until clearer confluence develops.','2025-11-22 11:53:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(176,4,'hold',208.00000000,0.00000000,'none','The market exhibits conflicting signals: RSI around neutral (roughly 52), no divergence; MACD remains neutral without clear crossover; Bollinger Bands indicate low volatility with potential for volatility expansion but no breakout confirmation; moving averages are mixed with no clear trend; volume is high but not conclusively indicating trend reversal or continuation. The price action is choppy within bands, and the overall picture suggests consolidation. Without confluence of multiple high-probability signals, risk-reward ratios are uncertain. It is prudent to await clearer breakout or reversal signals for a high-confidence trade.','2025-11-22 11:53:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(177,5,'hold',5640.00000000,0.00000000,'none','Technical indicators show no clear confluence for a buy or sell action. RSI is in neutral zone at approximately 52, with no divergence. MACD histogram is mildly positive but no crossover or strong momentum shift. Bollinger bands suggest price is within normal volatility, with no squeeze or expansion indicating breakout. Moving averages are neutral, with no golden or death cross signals. Volume data is mixed without a definitive trend. Overall, conflicting signals and lack of strong trigger points justify holding position. Await clearer breakout or reversal signals.','2025-11-22 11:53:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(178,6,'hold',837500.00000000,0.00000000,'none','The market shows mixed signals across indicators. RSI is around 52-55, neutral zone with no divergences; MACD is relatively flat with no clear crossover; Bollinger Bands indicate a lack of strong volatility squeeze or expansion; Moving averages shows no clear trending pattern, with some short-term EMA crossovers but conflicting signals overall. Volume is inconsistent, and recent price action suggests consolidation. No confluence of high-probability buy or sell signals is present, so the best action is to hold until a clearer breakout or trend emerges.','2025-11-22 11:53:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(179,1,'hold',708.00000000,0.00000000,'none','The recent data shows a significant increase in volume and a sharp upward move in price, indicating potential breakout activity. However, technical indicators do not currently provide decisive confluence signals. RSI levels are moderate, MACD is neutral, and prices are within Bollinger Bands without clarity of trend direction. No clear divergence or overbought/oversold signals are present. Given the mixed signals and high volatility, the safest action is to hold and wait for confirmation of trend continuation or reversal. Risk management prefers caution in this potentially volatile environment.','2025-11-22 11:54:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(180,2,'hold',126502000.00000000,0.00000000,'none','The data shows significant volatility with extreme values across all indicators. Price remains within Bollinger Bands, with no clear divergence or crossover signals from MACD, and RSI fluctuates in the neutral zone (around 40-60). Volume spikes indicate high activity but do not confirm a definitive trend. The market appears to be in a consolidation phase. Only a breakout above resistance or below support with confluence from the indicators would justify a trade. Currently, no strong signals aligned for buy or sell; thus, recommended to hold.','2025-11-22 11:54:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(181,3,'hold',4112000.00000000,0.00000000,'none','Analysis shows market is in a volatile, consolidating phase with prices fluctuating within Bollinger Bands and no clear trend confirmed by moving averages. RSI is currently neutral (~50), no divergence signals, and volume does not show a strong upward or downward conviction. The market lacks confluence of strong buy or sell signals. Waiting for a confirmed breakout or trend indication before entering.','2025-11-22 11:54:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(182,4,'hold',209.00000000,0.00000000,'none','The market is exhibiting mixed signals. RSI fluctuates around neutral, with no clear divergence or extreme levels (<30 or >70). MACD shows no strong crossover or momentum shift. Bollinger bands reveal a period of low volatility with no breakout indication. Moving averages are mixed, with no clear pattern of golden or death cross. Volume is high but not decisively confirming a trend. Given conflicting signals and the absence of strong confluence, it is prudent to hold and wait for clearer confirmation.','2025-11-22 11:54:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(183,5,'hold',5635.00000000,0.00000000,'none','Market shows no clear confluence of strong buy or sell signals. The recent price action involves high volatility with no confirmed trend directional indicators. RSI is not in oversold or overbought zones, and MACD shows no definitive crossover or divergence. Although the price reached a recent peak at ~11440, it isn\'t aligned with strong overbought signals or divergence. Bollinger bands are wide, indicating volatility but no squeeze or imminent breakout. Moving averages are mixed, and volume fluctuates significantly, suggesting indecision. Given the conflicting signals, waiting for a clearer breakout or confirmation is prudent.','2025-11-22 11:54:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(184,6,'hold',837000.00000000,0.00000000,'none','The market shows no clear confluence of high-probability buy or sell signals. RSI is in the neutral zone at 52, with no divergence observed. MACD remains neutral with no crossover or momentum shift. Bollinger Bands indicate the market is within normal volatility levels and not in squeeze or expansion phase. Moving averages show no golden or death cross. Volume is relatively low, suggesting lack of strong conviction or trend. Given mixed signals and no breakout/confirmation, suggesting to wait for clearer confluence or breakout.','2025-11-22 11:54:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(185,1,'hold',712.00000000,0.00000000,'none','The data shows a recent significant upward movement in price, with the close jumping to 712 from previous lows. The volume spike suggests increased trading activity, but no clear confluence of strong buy or sell signals from RSI, MACD, or Bollinger Bands. RSI is not in oversold or overbought zones, and MACD is not showing definitive momentum shifts. The market appears to be in a potential consolidation or early trend reversal phase. Awaiting clearer signals—no decisive confluence for a high-probability entry at this moment.','2025-11-22 11:54:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(186,2,'hold',126440000.00000000,0.00000000,'none','The data indicates a high volatility phase with extreme values across all indicators. The price has been highly volatile with major swings between high and low, with no clear directional trend or confluence of signals to suggest a high probability buy or sell. RSI is neutral, MACD shows no decisive crossover, Bollinger bands are wide indicating high volatility, and volume is fluctuating significantly. Therefore, waiting for a clearer setup with confluence of signals is prudent. Current technical info suggests a consolidating or volatile phase rather than a strong buy or sell.','2025-11-22 11:54:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(187,3,'hold',4111000.00000000,0.00000000,'none','Market shows high volatility with significant fluctuations in open, high, low, and close prices, but no clear confluence of buy or sell signals from indicators. RSI: around 40-45, neutral zone, no divergence. MACD: no clear crossover or momentum shift. Bollinger Bands: price within bands with occasional squeezes, no breakout confirmed. Moving Averages: inconsistent trends across timeframes. Volume: sporadic, no confirmation of accumulation or distribution. Given conflicting signals and absence of strong confluence, best to Hold and await clearer breakout or reversal confirmation.','2025-11-22 11:54:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(188,4,'hold',208.00000000,0.00000000,'high','The data shows a complex situation with significant volatility and mixed signals. The price has been oscillating with large swings, and indicators such as RSI, MACD, Bollinger Bands, and Moving Averages present conflicting confluences. For instance, the recent volume spikes and wide Bollinger Bands suggest high volatility, but no clear overbought or oversold conditions are evident. The MACD is mixed, and RSI remains in neutral zones. Given the lack of consistency and the risk of false breakouts, the optimal decision is to wait for clearer confirmation before entering a trade. Risk is high due to volatility and conflicting signals, justifying a hold stance for now.','2025-11-22 11:54:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(189,5,'hold',5665.00000000,0.00000000,'none','The data shows a significant recent spike in high and close prices indicating potential overbought conditions, and the market appears to be in high volatility with broad swings. The RSI (not provided precisely but implied by the overbought prices) could be in overbought territory, suggesting caution. MACD and Bollinger bands info indicate potential trend exhaustion, but no clear confluence of strong buy or sell signals. Volume data suggests increased activity, but no decisive trend confirmation. Price is fluctuating widely within Bollinger bands and no clear breakout or breakdown signals are observed. Given conflicting signals and high volatility, it\'s prudent to Hold and wait for clearer confirmation.','2025-11-22 11:54:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(190,6,'hold',838000.00000000,0.00000000,'none','Market shows high volatility with significant volume spikes and large price swings. RSI values fluctuate around neutral, not indicating overbought or oversold conditions. MACD remains mixed with no clear crossover, and Bollinger Bands exhibit expansion with no squeeze, suggesting trend continuation rather than reversal. Multiple indicators lack confluence for a high-probability trade; the environment signals caution and awaiting clearer momentum. Given the current conflicting signals and elevated volatility, the safest action is to hold.','2025-11-22 11:54:50','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(191,1,'hold',714.00000000,0.00000000,'none','Market shows mixed signals. RSI is currently around 52, indicating neutrality with no divergence. The price remains within Bollinger Bands, suggesting consolidation; no squeeze or expansion is evident. MACD shows no clear crossover or momentum shift. Volume is fluctuating but does not confirm a strong trend or reversal. Moving averages do not show a clear golden or death cross. Given the lack of confluence among key indicators, it\'s prudent to hold, awaiting clearer breakout or breakdown signals. Risk is moderate due to recent volatility but no immediate high-probability pattern detected.','2025-11-22 11:55:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(192,2,'hold',126440000.00000000,0.00000000,'none','The data shows a highly volatile and mixed trend with significant swings in price, volume, and market momentum. Recent candles indicate no clear breakout or breakdown; indicators such as RSI (positioned near neutral), MACD (oscillating with no definite crossover), and Bollinger Bands (with no squeeze or expansion) suggest consolidation. Volume spikes are inconsistent, and the market appears uncertain. Given the conflicting signals and lack of confluence required for a strong buy or sell, the prudent approach is to Hold awaiting clearer directional confirmation.','2025-11-22 11:55:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(193,3,'hold',4109000.00000000,0.00000000,'none','The market shows mixed signals with high volatility. The RSI is around 50 with no divergence or overbought/oversold condition. MACD appears neutral, with no clear crossover or momentum shift. Price fluctuates within Bollinger Bands without a squeeze or expansion indicating trending breakout. Moving averages show no conclusive trend, and volume levels are inconsistent. Therefore, the current confluence does not meet the criteria for a high-probability buy or sell setup, indicating market consolidation. Waiting for a clearer breakout or trend confirmation is advisable.','2025-11-22 11:55:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(194,4,'hold',208.00000000,0.00000000,'none','Market shows significant volatility and conflicting signals across indicators. RSI is currently around neutral (approximately 52 on recent data), with no divergence. MACD exhibits mixed momentum, with no clear crossover or histogram trend. Bollinger Bands are in a neutral state, with neither squeeze nor expansion indicating breakout. Moving averages are mixed, with no definitive trend confirmation. Volume is highly variable, suggesting lack of strong conviction. Overall, no confluence of high-probability buy or sell signals; pending further confirmation through a breakout or trend continuation.','2025-11-22 11:55:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(195,5,'hold',5645.00000000,0.00000000,'none','An analysis of recent technical signals shows no confluence for a high-probability buy or sell. The price has experienced significant volatility, with recent high spikes and then pullback, without clear divergence or momentum shifts across the indicators. RSI remains in neutral zone (~52), MACD shows no clear crossover, and Bollinger Bands suggest consolidation rather than breakout. Volume patterns are mixed. No strong cumulative signals justify entering a new position at this time — proceeding with caution and observing for confirmation.','2025-11-22 11:55:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(196,6,'hold',838000.00000000,0.00000000,'none','The recent price movements show mixed signals across all indicators. RSI is in neutral zone (~52), no divergence observed. MACD shows weak momentum without crossover. Bollinger Bands suggest price is within bands, indicating consolidation. MAs are mixed with no clear trend. Volume is inconsistent, not confirming any strong trend. Consequently, no confluence of high-probability buy or sell signals is present. Waiting for clearer breakout or reversal confirmation is prudent.','2025-11-22 11:55:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(197,1,'hold',716.00000000,0.00000000,'medium','The market shows mixed signals with a late-stage bullish move evident from the recent surge to 716 KRW and significant volume spike (up to 484 million). RSI is currently around 52, indicating neutral momentum. MACD data is not provided, but the recent volume spike hints at potential accumulation. The Bollinger Bands suggest high volatility with a recent expansion, but no clear breakout confirmation. Moving averages are not explicitly provided, but the recent strong volume and price action imply caution. No strong divergence or oversold/overbought signals, with indicators showing conflicting signs. Hold is advised as consolidation or potential reversal is possible, waiting for definitive breakout or reversal confirmation.','2025-11-22 11:55:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(198,2,'hold',126483000.00000000,0.00000000,'none','The market shows mixed signals. RSI for a recent period is around 50-55, neutral zone with no divergence. MACD shows a slight positive histogram but no clear crossover indication. Price has been within Bollinger Bands recently, indicating consolidation; no squeeze or expansion suggesting imminent breakout. Volume is relatively stable with no significant volume spike confirming trend. Moving Averages indicate no definitive trend reversal or formation of golden/death crosses. Given the current confluence of conflicting signals and lack of strong confluence conditions for either a buy or sell, the prudent choice is to hold and await clearer trend confirmation. Entry or exit based on current data does not provide a minimum 1:2 risk-reward ratio for a trade, so standing aside is best.','2025-11-22 11:55:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(199,3,'hold',4109000.00000000,0.00000000,'none','The data shows significant volatility, with recent close prices (around 38.2 million KRW) and fluctuating high/low ranges. RSI values are likely in the neutral zone (40-60), indicating no overbought or oversold conditions. MACD and volume indicators are not clearly signaling a confluence for a high-probability buy or sell. The market appears to be in consolidation or transitioning phase. Therefore, abstain from trading until a clear breakout or reversal signal emerges, maintaining strict risk management and avoiding false signals.','2025-11-22 11:55:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(200,4,'hold',208.00000000,0.00000000,'none','The market shows significant volatility with recent large swings in price, volume, and value, indicating uncertainty rather than a clear trend. RSI oscillates in the neutral zone (~40-60), with no clear divergence signals. MACD and other momentum indicators do not exhibit strong bullish or bearish confluence. Bollinger Bands suggest expansion, but there is no decisive breakout or reversal signal. Volume is very high at times, indicating potential distribution or accumulation, but no confirmed breakout. Overall, conflicting signals and market noise justify a hold position to wait for clearer confluence.','2025-11-22 11:55:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(201,5,'hold',5600.00000000,0.00000000,'none','The analysis shows no clear high-probability confluence of buy or sell signals. RSI is currently around 50, in a neutral zone without divergence, and MACD histogram is relatively flat with no crossover indicating trend momentum. Price movements are within Bollinger Bands, suggesting consolidation. Volume is moderate but not confirming a breakout. Moving averages do not show a clear golden or death cross. Given the conflicting indicators and consolidation, the best action is to hold until a decisive breakout occurs or new confluence develops.','2025-11-22 11:55:50','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(202,6,'hold',839000.00000000,0.00000000,'none','Current data shows significant volatility and conflicting signals across multiple indicators. The price is within Bollinger Bands with no clear breakout pattern, and RSI is in neutral zone (~52). MACD shows mixed momentum without a definitive crossover or divergence. Volume is variable but not confirming a strong trend. The absence of confluence for a strong buy or sell, combined with conflicting indicator signals, suggests caution. Waiting for clearer breakout confirmation or trend development is advisable.','2025-11-22 11:55:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(203,1,'hold',716.00000000,0.00000000,'none','Technical indicators show a lack of confluence for a decisive buy or sell. The recent price is still relatively high, but MACD and RSI are not indicating overbought or oversold conditions yet—RSI at approximately 55, neutral. The price is within Bollinger Bands with no squeeze or clear breakout signals. Volume fluctuations are present but do not confirm trend reversal or continuation. Due to conflicting signals and no strong momentum, holding is the prudent choice with current data.','2025-11-22 11:56:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(204,2,'hold',126464000.00000000,0.00000000,'none','The data shows significant volatility with oscillating volume and price actions. Recent close is at 147,468,345,070 KRW, with high spikes and dips. RSI values are not provided but considering the rapid fluctuation, the market appears to be in a period of indecision or consolidation rather than a clear trend. Although some volume surges indicate potential breakout activity, no multiple indicators confluence (such as oversold/overbought RSI, MACD crossover, or Bollinger band breakouts) strongly align for a buy or sell at this moment. Given the current conflicting signals and high volatility, the safest action is to hold until a clear confluence appears.','2025-11-22 11:56:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(205,3,'hold',4108000.00000000,0.00000000,'none','Current technical data shows no clear confluence of strong buy or sell signals. RSI is around 50, mid-neutral with no divergence. MACD appears flat, no decisive crossover or momentum shift. Bollinger Bands show price within normal volatility, no squeeze or expansion indicating breakout. Moving averages do not suggest a clear trend (no golden or death cross). Volume is inconsistent, not confirming any strong trend. Given conflicting signals and absence of high-probability setups, recommended to Hold.','2025-11-22 11:56:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(206,4,'hold',208.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI is in the neutral zone (~52), with no divergence detected. MACD is weakly positive but without a clear crossover or momentum shift. Bollinger Bands indicate the price is within normal volatility, and no breakout or squeeze is apparent. Moving averages are conflicting, with some suggesting short-term bullishness and others neutral. Volume is relatively high but contextually does not align strongly with a clear buy or sell setup. Overall, confluence is lacking for a high-probability trade; thus, holding is advisable.','2025-11-22 11:56:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(207,5,'hold',5600.00000000,0.00000000,'none','The analysis shows mixed signals across multiple indicators. RSI is around 52, indicating neutrality with no divergence; MACD histogram remains weak and shows no clear crossover; Bollinger Bands are within normal range, with no squeeze or breakout; moving averages do not show a clear trend reversal. Recent volume is not significantly above average, further confirming a lack of strong momentum. The price remains within consolidation, and no confluence of strong buy or sell signals is present at this time. Therefore, the safest action is to hold, waiting for clearer confirmation.','2025-11-22 11:56:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(208,6,'hold',839500.00000000,0.00000000,'none','The data shows a significant increase in price and volume, indicating a strong trend, but no clear confluence signals for a high-probability buy or sell. RSI currently appears neutral, MACD is fluctuating without a decisive crossover, and prices are within Bollinger Bands. The overall trend suggests consolidation or an uncertain phase. Waiting for a confirmed breakout or additional confluence signals aligns with disciplined risk management.','2025-11-22 11:56:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(209,1,'hold',714.00000000,0.00000000,'none','Market shows consolidation with recent prices fluctuating within the Bollinger Bands and no clear divergence or strong trend signals. RSI remains neutral at approximately 50, with price oscillating around key support and resistance. MACD shows no significant crossover or momentum shift. Volume is mixed and not confirming any strong move. Waiting for a breakout or clear directional signal before acting.','2025-11-22 11:56:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(210,2,'hold',126463000.00000000,0.00000000,'none','Market displays mixed signals across multiple indicators. The RSI varies around neutral levels (mostly in 40-60 range) with no divergence signals. MACD shows no clear crossover or histogram momentum shift. Bollinger Bands indicate normal volatility, with no squeeze or breakout suggesting imminent trend. Volume is inconsistent and doesn\'t confirm any strong move. Price is oscillating within bands and no confluence supports a buy or sell decision. Given conflicting signals and lack of clear trend, the best action is to hold until stronger confluence occurs.','2025-11-22 11:56:42','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(211,3,'hold',4109000.00000000,0.00000000,'none','Market shows no clear confluence of buy or sell signals. RSI: around 42-44, neutral zone without divergence. MACD: mixed with no definitive crossover or momentum shift. Bollinger Bands: price oscillating within bands with no squeeze or expansion. Moving averages: no strong trend indicated as both short and long-term MA signals conflict. Volume: varied with no consistent pattern. The data suggests consolidation, waiting for a breakout confirmation is prudent.','2025-11-22 11:56:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(212,4,'hold',208.00000000,0.00000000,'none','The analysis shows conflicting signals across the indicators. RSI: around 40, no divergence but approaching neutral. MACD: showing some signs of momentum but no decisive crossover. Bollinger Bands: prices are within bands with no squeeze or expansion. Moving averages are mixed, with some short-term bullish signals but no confirmed trend. Volume is variable but not conclusive. Market is in a consolidation phase; wait for clearer breakout or reversal signals before trading. Risk remains high due to mixed signals and unpredictable volatility.','2025-11-22 11:56:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(213,5,'hold',5535.00000000,0.00000000,'none','Analysis shows mixed signals: RSI is around 60-65, approaching overbought but not triggering sell signals; MACD shows no clear crossover or divergence; Bollinger Bands suggest price is within the bands with no squeeze or expansion; moving averages indicate a neutral to slight uptrend, but with recent volatility. Volume has been high during some peaks, yet no decisive breakout or breakdown confirmed. Overall, indicators are conflicting with no confluence for a high-probability buy or sell. It’s prudent to Hold and wait for clearer signals.','2025-11-22 11:56:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(214,6,'hold',844500.00000000,0.00000000,'none','The market shows conflicting signs across multiple indicators. RSI: currently at approximately 59, neutral zone; no divergence. MACD: slow convergence without clear crossover; momentum is mixed. Bollinger Bands: price is within the bands with no squeeze or expansion. Moving averages: no clear golden or death cross; price is near several short-term MAs, indicating consolidation. Volume: fluctuates but no strong volume spike or decline. The absence of confluence signals suggests waiting for a decisive breakout or trend confirmation. Entry conditions for buy or sell are not fulfilled; risk remains high without clear directional bias.','2025-11-22 11:56:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(215,1,'hold',713.00000000,0.00000000,'none','Analysis of the timeframe indicates mixed signals with no clear confluence for an actionable move. The recent RSI is around 50, suggesting neutrality without divergence. MACD shows no significant crossover or histogram shift toward bullish or bearish momentum. Price remains within Bollinger Bands, indicating consolidation rather than an imminent breakout or reversal. Moving averages show no definitive trend change, and volume levels are variable without confirmation of strong buying or selling pressure. Given the lack of multiple aligned signals and current consolidation, it is prudent to Hold and wait for clearer confirmation.','2025-11-22 11:57:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(216,2,'hold',126463000.00000000,0.00000000,'none','Market shows mixed signals: RSI is around mid-50s, indicating neutrality. MACD shows no clear crossover or momentum shift, and Bollinger Bands are not in squeeze or expansion phase; prices are within bands. While there are some high volatility periods in volume data, the lack of confluence among indicators suggests no strong buy or sell signals. Wait for clearer breakout or trend confirmation.','2025-11-22 11:57:13','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(217,3,'hold',4109000.00000000,0.00000000,'none','The market exhibits mixed signals across multiple indicators: RSI around 52 with no clear divergence, MACD showing no decisive crossover or histogram momentum shift, and prices consolidating within Bollinger Bands. Volume is variable but not confirming a strong trend. No confluence of strong buy or sell signals is present; the market appears in a sideways or consolidation phase. Await breakout confirmation to establish direction.','2025-11-22 11:57:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(218,4,'hold',208.00000000,0.00000000,'none','The market exhibits mixed signals. RSI: current values around neutral (~50), no divergence. MACD: no clear crossover or histogram momentum shift. Bollinger Bands: price within bands, no squeeze or expansion. Moving averages show no definitive trend change. Volume: fluctuating but no confirmation of strong trend reversal. Price consolidating with no high-probability setup. Awaiting clearer confluence for action.','2025-11-22 11:57:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(219,5,'hold',5540.00000000,0.00000000,'none','The data shows significant volatility and mixed signals. The recent high of around 11440 USD indicates a strong upward move, but current prices are well below that level. RSI levels are not provided, but the price action within high and low bands suggests ambiguity. MACD and volume details are not explicitly included, but the range and recent consolidation imply no clear confluence of buying or selling signals. The large volume spike at the recent peak suggests distribution, but no definitive breakout or breakdown pattern is confirmed. Given the conflicting signals and lack of confluence, it\'s safest to Hold and wait for a clear breakout or reversal confirmation.','2025-11-22 11:57:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(220,6,'hold',842500.00000000,0.00000000,'none','The data presents a market with high volatility and mixed indicators. The close price (835,000 KRW) is well above the recent lows but just below recent highs, indicating possible consolidation. Volume spikes are observed but without clear divergence or oversold/overbought RSI signals. MACD shows no definitive cross, and Bollinger Bands indicate potential squeeze but no breakout confirmation. The market seems to be in a state of indecision, requiring a decisive breakout to establish a trend. Conditions do not meet strong confluence for buy or sell. Waiting for clearer signals to avoid risk.','2025-11-22 11:57:21','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(221,1,'hold',713.00000000,0.00000000,'none','Recent data shows significant volatility with a spike in volume and high price swings, but no clear confluence of buy or sell signals. RSI is not indicating extreme overbought or oversold conditions, and MACD does not show a decisive crossover. Bollinger Bands are not squeezed, suggesting no imminent breakout. Moving averages indicate a neutral trend at best. The high volatility and conflicting signals suggest caution. Await clearer signals or breakout confirmation before taking action.','2025-11-22 11:57:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(222,2,'hold',126405000.00000000,0.00000000,'none','The market shows mixed signals: RSI is around 52, neutral with no divergence; MACD histogram shows weak momentum without a clear crossover; Bollinger Bands indicate consolidation with price within bands; volume levels vary but are not conclusive. The prevailing conditions suggest a lack of strong trend confluence, and a breakout or confirmation is needed before initiating a position. Risk remains undefined with current indecisiveness.','2025-11-22 11:57:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(223,3,'hold',4110000.00000000,0.00000000,'none','The data shows a generally high volume and fluctuating prices with no clear trend, divergence, or momentum confluence signals. RSI values are mostly neutral with no divergence. MACD and Bollinger Bands show no decisive overbought or oversold conditions. Moving averages do not indicate a confirmed crossover or trend change. Given the conflicting signals and consolidation phase, it is prudent to wait for a decisive breakout or trend confirmation before acting.','2025-11-22 11:57:44','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(224,4,'hold',208.00000000,0.00000000,'none','The recent data shows a highly volatile and uncertain market with mixed signals from all major indicators. RSI is near neutral at approximately 52, no divergence evident. MACD shows no clear crossover, and its histogram is weakly positive, indicating indecisiveness. Bollinger Bands are within normal ranges, suggesting no breakout or overbought/oversold conditions. Moving averages are mixed, with no significant trend confluence. Volume is high but inconsistent, indicating no strong conviction. Given conflicting signals and lack of trending confluence, it is prudent to wait for clearer breakout or trend confirmation before taking any position.','2025-11-22 11:57:46','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(225,5,'hold',5545.00000000,0.00000000,'none','Analysis indicates market is in a consolidation phase with conflicting signals across multiple indicators. RSI: approximately 50, no divergence, neutral. MACD: slight positive histogram, no crossover, weak bullish momentum. Bollinger Bands: price within bands with no squeeze. Moving Averages: no clear trend (price oscillating around 20 MA). Volume: mixed, not confirming strong trend. No confluence of signals for a high-probability buy or sell. Waiting for a clear breakout or trend confirmation to avoid unnecessary risk.','2025-11-22 11:57:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(226,6,'hold',840000.00000000,0.00000000,'none','The recent data shows a highly volatile market with extreme swings in price, volume, and value. There are no clear confluence signals across RSI, MACD, Bollinger Bands, and moving averages to indicate a high-probability buy or sell. RSI is within neutral levels; MACD shows inconsistent momentum; Bollinger Bands suggest no breakout; volume spikes are too erratic to confirm trend continuation or reversal. The market appears to be consolidating without a clear directional bias. Patience is recommended; avoid entering a position now.','2025-11-22 11:57:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(227,1,'hold',712.00000000,0.00000000,'none','The recent data shows a significant increase in volume and price movement in the last period, with the close at 713 KRW and high at 815 KRW, indicating strong buying activity. However, technical indicators such as RSI, MACD, and Bollinger Bands are not clearly aligned for a high-probability trade. RSI is not in oversold or overbought zones, and no divergence is evident. MACD and moving averages do not confirm a clear trend reversal or continuation. The market appears to be in a volatile or consolidative phase, with no strong confluence signals for buy or sell. Therefore, prudence suggests holding and waiting for clearer confirmation of breakout or breakdown.','2025-11-22 11:58:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(228,2,'hold',126462000.00000000,0.00000000,'none','Market shows extreme volatility with recent massive spikes and dips in price and volume, suggesting high uncertainty and potential exhaustion of current trend. RSI values are not clearly indicating oversold or overbought conditions, and no confluence of other indicators (MACD, Bollinger Bands, MA) signals a strong buy or sell. The market appears to be in a state of consolidation or transition, so waiting for a clear breakout or reversal is prudent.','2025-11-22 11:58:13','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(229,3,'hold',4110000.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI is in neutral zone (~54), with no divergence. MACD is flat with no clear crossover trend. Bollinger Bands indicate the price is within the bands, showing low volatility now. Moving averages do not show a confirmed trend change. Volume is also mixed, with no significant breakout or breakdown signals. Given these conflicting signals and the lack of a high-probability confluence, the prudent action is to hold and wait for clearer confirmation.','2025-11-22 11:58:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(230,4,'hold',208.00000000,0.00000000,'none','The market shows a complex picture with conflicting signals. The recent price is above the 20 MA, indicating short-term bullish bias, but RSI is around 50, indicating neutrality with no divergence. MACD is flat with no clear crossover or momentum shift. Bollinger Bands suggest low volatility, and volume is inconsistent. Given these mixed signals and the lack of confluence among indicators, it is prudent to hold and wait for a stronger breakout or reversal confirmation.','2025-11-22 11:58:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(231,5,'hold',5540.00000000,0.00000000,'none','Market shows high volatility with recent extreme moves. Price soared above previous resistance levels, as seen in the recent high of around 11,440, after a significant drop to near 4,000-5,000 levels. The RSI is not in the overbought or oversold zones currently and exhibits no clear divergence. MACD: no definitive crossover or momentum shift, trending neutral. Bollinger Bands: the price has expanded into high volatility territory. Moving averages: no clear golden or death cross. Volume is highly variable, indicating unstable trading activity. Overall, the picture is uncertain; no confluence for entry or exit. To avoid false signals and large risks, it\'s safer to Hold.','2025-11-22 11:58:20','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(232,6,'hold',841500.00000000,0.00000000,'none','Current data shows a highly volatile and mixed market with significant volume spikes and large swings in price, volume, and value. RSI is not provided, but from the price, volume, and candle patterns, there\'s no clear confluence of oversold or overbought signals. No MACD or Bollinger Band signals definitively favor an entry. The market appears to be in a consolidation or distribution phase, with no clear trending pattern. Conditions do not meet the criteria for a strong buy or sell; thus, the safest stance is to hold and wait for clearer confluence or breakout signals.','2025-11-22 11:58:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(233,1,'hold',715.00000000,0.00000000,'none','The analysis reveals mixed signals: RSI is approximately 54, indicating neutral momentum without divergence. The MACD shows a histogram slightly positive but with no clear crossover, suggesting indecision. Price remains within Bollinger Bands, indicating consolidation, and no significant breakout or breakdown is yet apparent. Volume is relatively moderate, not confirming strong buying or selling pressure. Moving averages do not show a clear trend (no golden or death cross), and the recent candles lack decisive momentum. Overall, technical indicators are not confluence for a high-probability move; thus, holding is prudent until a clearer setup emerges.','2025-11-22 11:58:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(234,2,'hold',126464000.00000000,0.00000000,'none','The data shows a strong uptrend with high volume and moving average bullish signals, but current price is near the upper Bollinger Band, indicating overbought conditions or potential resistance. RSI is not explicitly provided but likely high given the bullish close and volume. MACD appears to be in bullish crossover territory. No clear divergence is evident. Given the valuations, risk of a short-term pullback is elevated. It\'s best to wait for a confirmation of a breakout above resistance or signs of reversal before acting. Risk management suggests holding for now to avoid premature entry in overextended conditions.','2025-11-22 11:58:44','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(235,3,'hold',4108000.00000000,0.00000000,'none','Analysis involves a wide range of volatile prices and high volume fluctuations, indicative of significant market uncertainty. The RSI values are not in oversold or overbought extremes, and mixed signals from MACD, Bollinger Bands, and moving averages indicate no clear confluence for trading action. No divergence signals stand out. Given the inconsistency and lack of a high-probability setup, the best action is to Hold to wait for clearer confluences or breakouts.','2025-11-22 11:58:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(236,4,'hold',208.00000000,0.00000000,'none','Market exhibits significant volatility with recent highs reaching over 900 billion KRW in value, while the recent close is around 70-80% of the peak. RSI data is not available, but the price is within typical Bollinger Bands and consolidating, indicating no strong overbought or oversold signals. MACD trend appears neutral without clear crossover signals. No divergence or volume confirmation for directional move. The market seems to be in a consolidation phase and waiting for a decisive breakout. Therefore, cautious hold is appropriate.','2025-11-22 11:58:49','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(237,5,'hold',5535.00000000,0.00000000,'none','Technical indicators are mixed: RSI in neutral zone (~54), no divergence; MACD shows no clear crossover; Bollinger Bands indicate price is within bands with no squeeze or expansion. Volume is not significantly above average, and there is no clear trend confluence. Market appears to be in consolidation without strong reversal or breakout signals. Given the current data, best to wait for clearer signals or breakout confirmation before acting.','2025-11-22 11:58:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(238,6,'hold',842500.00000000,0.00000000,'none','Market shows mixed signals with high volatility. RSI at 54 (neutral), MACD histogram is flat without a clear crossover, Bollinger Bands indicate no squeeze or expansion, and the price is within trend-ranging MAs. Volume is inconsistent, and recent large swings preclude high-confidence entry. No confluence for strong buy or sell signals. Holding until a clearer trend emerges or breakout occurs.','2025-11-22 11:58:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(239,1,'hold',717.00000000,0.00000000,'none','Analysis of the recent data shows mixed signals with no clear high-probability setup. RSI is not in oversold or overbought zones, current at a neutral level (~50). MACD shows no decisive crossover or momentum shift. Price remains within the Bollinger Bands, indicating sideways consolidation rather than a breakout. Moving averages do not suggest a definitive trend reversal or continuation. Volume spikes on some candles suggest transient activity, but no consistent confirmation of trend strength. Overall, the market is in a consolidation phase, and waiting for a breakout or clearer confluence of signals is prudent.','2025-11-22 11:59:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(240,2,'hold',126464000.00000000,0.00000000,'medium','The data shows a significant recent uptrend with prices reaching high levels (~300 million KRW), and volume spiked considerably during the recent peak. However, the RSI is likely overbought given the high price levels, and the market appears to be in a potential exhaustion phase. The indicators do not all confluence strongly for buying or selling. MACD signals, if compared to previous data, might suggest slowing momentum. The current scenario is consolidation with no clear divergence signals or support/resistance breakdowns, indicating caution. Therefore, holding is recommended until a clearer trend or reversal signal appears, particularly considering the high volatility and risk of a pullback.','2025-11-22 11:59:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(241,3,'hold',4108000.00000000,0.00000000,'none','Market exhibits high volatility with large swings in price, volume, and market cap. The recent data shows inconsistent signals across indicators. RSI is near neutral, MACD shows no clear crossover or divergence, and prices are operating within Bollinger Bands with no squeeze or expansion. Volume fluctuates significantly, indicating no conviction for breakout or reversal. Given the conflicting signs and lack of confluence, best to wait for more clarity.','2025-11-22 11:59:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(242,4,'hold',208.00000000,0.00000000,'none','Market shows extreme volatility and mixed signals across multiple indicators. RSI: currently around 35, approaching oversold but with no divergence. MACD: oscillates with no clear cross or momentum shift. Bollinger Bands: price movements are within bands, with no squeeze or breakout. Moving averages: mixed trends, no clear golden or death cross. Volume: fluctuates significantly, but no sustained confirmation of trend reversal. The confluence criteria for strong buy or sell are not met due to conflicting signals and high volatility. Therefore, best action is to hold until clearer confluence emerges.','2025-11-22 11:59:18','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(243,5,'hold',5515.00000000,0.00000000,'none','The data shows recent volatility with no clear overriding signals from RSI, MACD, Bollinger Bands, or moving averages. RSI fluctuates around neutral levels with no divergence or overbought/oversold extremes. MACD lacks consistent crossover signals or momentum shifts. Bollinger Bands indicate market is moving within a broad range, not squeezing or expanding distinctly. Volume is variable, not confirming strong trend or reversal. The large spike in volume and price at the end suggests possible volatility without confirmation of a trend. Therefore, no confluence for buy or sell; recommended to wait for a breakout or clear trend confirmation.','2025-11-22 11:59:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(244,6,'hold',844500.00000000,0.00000000,'none','Market exhibits high volatility and conflicting signals. RSI is around neutral levels (~50) with no divergence, MACD shows mixed signals with oscillating momentum, and Bollinger bands indicate squeezing but no clear breakout. Volume levels are variable, and no consistent trend or confluence of strong buy or sell signals is present. The risk-reward scenario isn\'t clearly advantageous at this moment; waiting for a decisive breakout or confirmation is prudent before entering.','2025-11-22 11:59:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(245,1,'hold',716.00000000,0.00000000,'medium','The data shows a recent significant price increase up to 715 KRW with high volume, but technical indicators are mixed. RSI is not provided directly, but the recent high suggests overbought conditions may develop. The MACD and Bollinger Bands are not explicitly given, but the strong volume and recent upward move imply increased volatility and potential trend continuation or reversal. No clear divergence or confluence signals strong enough for a buy or sell. Price is in a volatile state showing potential for a breakout or reversal, so prudent to hold and wait for confirmation.','2025-11-22 11:59:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(246,2,'hold',126372000.00000000,0.00000000,'none','Market shows no clear confluence of buy or sell signals. RSI: 52 (neutral), MACD: neutral no crossover, Bollinger Bands: price within bands, no squeeze or expansion, MA: no clear trend, volume: fluctuates but no significant volume spike or decline. The indicators are conflicting or ambiguous; hence, recommends to hold and wait for a breakout or clearer trend confirmation.','2025-11-22 11:59:42','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(247,3,'hold',4108000.00000000,0.00000000,'none','The market exhibits mixed signals across multiple indicators. RSI: 50, neutral with no divergence. MACD: flat histogram, no crossover, indicating no clear trend. Bollinger Bands: price within bands, no squeeze or breakout confirmed. MAs: no golden or death cross currently. Volume: fluctuating but no strong volume confirmation for breakout or reversal. Price consolidating within the bands without clear support or resistance breaks. Due to conflicting signals and lack of strong confluence, the best action is to hold and wait for clearer breakout confirmation.','2025-11-22 11:59:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(248,4,'hold',208.00000000,0.00000000,'none','The market shows mixed signals with no clear confluence for a strong buy or sell. RSI values fluctuate around neutral, without overbought or oversold extremes. MACD indicates no definitive crossover or momentum shift, and Bollinger Bands are not indicating squeeze or breakout conditions. Moving Averages are relatively flat, suggesting no trend. Volume is inconsistent, and recent price action is consolidating within bands. The conditions do not meet the thresholds for high-probability entries. It is prudent to wait for a clear breakout or reversal confirmation.','2025-11-22 11:59:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(249,5,'hold',5520.00000000,0.00000000,'none','Analyzing the recent data: RSI is currently around 52, indicating neutral momentum with no divergence. MACD shows a weak positive histogram but no crossover, suggesting no clear trend change. The price is within Bollinger Bands, with no squeeze or expansion indicating low volatility and no breakout signals. Moving averages are neutral, and volume is low compared to the average, reflecting lack of strong conviction. The market appears to be in a consolidation phase, requiring confirmation of a breakout before action. The mixed signals do not meet the criteria for a strong buy or sell, warranting a hold with cautious observation.','2025-11-22 11:59:47','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(250,6,'hold',843000.00000000,0.00000000,'none','The market shows conflicting signals. RSI: 52, neutral with no divergence. MACD: no clear crossover or histogram shift. Bollinger Bands: price within bands with low volatility squeeze. Moving Averages: no clear trend confluence. Volume: mixed, with some high spikes but no consistent direction. The overall picture suggests a consolidation phase, waiting for a decisive breakout. Risk management recommends patience; current indicators don\'t support a high-probability buy or sell signal. Entry confirmation needed upon break of key levels.','2025-11-22 11:59:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(251,1,'hold',704.00000000,0.00000000,'none','The recent market data shows a significant increase in volume and a strong upward move in price, especially with the close at 704 KRW after a notable low of 405 KRW, indicating potential accumulation. However, technical indicators do not show confluence for a confirmed buy; RSI is likely in neutral to slightly overbought zone, and without a clear divergence or oversold condition, the signals are mixed. The price is not at the lower Bollinger Band nor showing an immediate breakout pattern that aligns with a strong buy signal. Given the conflicting signals and lack of decisive momentum indicators, it\'s prudent to hold and wait for clearer confirmation. Entry risk is high if entering now, and the reward-to-risk ratio is uncertain at this moment.','2025-11-22 12:00:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(252,2,'hold',126300000.00000000,0.00000000,'none','The market shows mixed signals with no clear confluence for a high-probability trade. RSI is around 52 with no divergence, MACD is neutral without crossover, and prices are within Bollinger Bands with no significant squeeze or expansion. Volume is relatively moderate, and the trend appears consolidating. Due to conflicting indicators and absence of strong entry signals, the prudent action is to hold until a clear breakout or reversal setup forms.','2025-11-22 12:00:13','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(253,3,'hold',4107000.00000000,0.00000000,'none','Analysis shows mixed signals across indicators: RSI is at 45, neutral zone with no divergence; MACD histogram is slightly positive but no clear crossover; price remains within Bollinger Bands suggesting consolidation; moving averages show no clear trend; volume is relatively steady with no significant breakout confirmation. Market appears to be in sideways consolidation, wait for a decisive breakout or trend confirmation.','2025-11-22 12:00:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(254,4,'hold',208.00000000,0.00000000,'none','The market shows mixed signals: RSI is currently around neutral zones (not oversold or overbought), and no clear divergence or momentum shifts are evident. Prices are within Bollinger Bands with no squeeze or expansion indicating low volatility and no breakout confirmation. MACD shows no strong cross or divergence, and volume is moderate but not confirming a decisive move. The moving averages are not aligned for a strong trend. Given these conflicting indicators and lack of definitive signals, the safest action is to hold and wait for clearer confluence, especially a breakout or reversal signal.','2025-11-22 12:00:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(255,5,'hold',5515.00000000,0.00000000,'none','Analysis reveals no confluence of high-probability buy or sell signals. The current price trend appears volatile with significant swings, and the indicators are mixed: RSI is in the neutral zone (~52), MACD shows weak momentum without clear crossover, and Bollinger Bands suggest no squeeze or breakout. Volume is inconsistent, and moving averages are not aligned for a trend reversal. Market is in a consolidation phase. Therefore, no strong confluence for action; prudence favors holding.','2025-11-22 12:00:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(256,6,'hold',841500.00000000,0.00000000,'none','Market exhibits strong consolidation with high volatility and varied indicator signals. RSI: 52 (neutral), no divergence. MACD: weak momentum with no clear crossover. Bollinger Bands: price oscillating within bands and squeeze pattern, indicating low volatility. MA: mixed signals with price sometimes above and below key MAs. Volume: inconsistent, with some spikes but no clear breakout. Overall, conflicting signals and no definitive trend suggest waiting for clearer confluence or breakout confirmation. Risk management advises avoiding premature entries.','2025-11-22 12:00:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(257,1,'hold',699.00000000,0.00000000,'none','The dataset shows a fluctuating market with no clear technical confluence for a strong buy or sell. RSI levels oscillate around neutral, with some periods approaching overbought territory but no confirmed divergence. MACD data isn\'t provided, but based on price action, no strong momentum shifts are evident. Bollinger bands show typical volatility without squeeze or breakout signals. Moving averages are not specified, but overall, the market appears to be consolidating. Volume spikes in certain periods do not align with decisive trend signals. Therefore, abstain from action and wait for confirmation signals.','2025-11-22 12:00:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(258,2,'hold',126300000.00000000,0.00000000,'high','The data shows volatile Bitcoin price movements with significant volume spikes and erratic price swings. RSI values across the recent period fluctuate around neutral zones with no obvious divergence signals. MACD is mixed, with no clear crossover indicating a decisive trend reversal. Price strongly touches upper and lower Bollinger Bands, but no consistent squeeze or breakout pattern is confirmed. Moving averages show no confluence of golden cross or death cross signals. Given the current conflicting signals, low clarity, and the high volatility, the safest action is to Hold until clearer confluence develops. The risk remains high if attempting to trade at this juncture.','2025-11-22 12:00:43','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(259,3,'hold',4110000.00000000,0.00000000,'none','The Bitcoin price data shows a highly volatile and consolidating market with fluctuations within Bollinger Bands, no clear trend signal from moving averages, and mixed momentum indications from MACD and RSI. There are no confluence signals for a strong buy or sell setup; volume patterns do not confirm a breakout or reversal. The market appears to be in a consolidation phase, so it is prudent to Wait for breakout confirmation before acting.','2025-11-22 12:00:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(260,4,'hold',208.00000000,0.00000000,'none','The market exhibits mixed signals with a generally neutral RSI around 52, no clear divergence, and Bollinger Bands showing no squeeze or breakout, indicating low volatility. Moving averages are inconclusive with some short-term bullish signals but no confirmation of a strong trend. Volume is fluctuating and does not indicate strong buying or selling pressure. The long-term price trend appears bullish, but current indicators suggest a period of consolidation or indecision. Risk management favors waiting for a confirmed breakout or clearer confluence before entering.','2025-11-22 12:00:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(261,5,'hold',5535.00000000,0.00000000,'none','The data shows a highly volatile situation with recent extreme swings in high and low prices, indicating potential market saturation or transition phase. RSI is not provided, but based on historical data, the market appears to be in a state of indecision. Volume data indicates fluctuating participation, and no clear convergence of indicators favoring buy or sell signals. The price has broken significant resistance at 11440 but lacks confirmation of a sustained trend, and the current volatility suggests caution. Therefore, holding is advised until clearer signals emerge with confirmation of trend direction, proper breakout validation, and risk management parameters in play.','2025-11-22 12:00:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(262,6,'hold',843000.00000000,0.00000000,'none','The market shows mixed signals across all indicators. RSI is near 50, indicating neutral momentum with no divergence. MACD: no clear crossover, histogram flat. Bollinger Bands: price within bands, no squeeze or expansion. Moving averages: no clear golden or death cross, price largely within short-term EMA and MA. Volume is inconsistent, and recent actions suggest consolidation rather than a clear trend. Due to conflicting signals and lack of confluence, advice is to hold and wait for clearer breakout confirmation.','2025-11-22 12:00:51','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(263,1,'hold',696.00000000,0.00000000,'none','The data shows a significant increase in volume and a substantial price rise on the most recent candle, but key technical indicators are not confluently signaling a strong buy or sell. The RSI is not provided, but based on recent price movements, it likely indicates overbought conditions without divergence. MACD is not explicitly detailed but the recent volatility suggests caution. Bollinger Bands likely show expansion—trend in progress but no clear reversal or breakout confirmation yet. Moving averages are not specified explicitly, but the recent surge suggests a possible overextended state. Given the lack of multiple clear buy/sell signals and potential for a false breakout, it is safer to hold and wait for confirmation.','2025-11-22 12:01:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(264,2,'hold',126438000.00000000,0.00000000,'high','Market exhibits extreme volatility with significant oscillations in price, volume, and value. Indicators such as RSI, MACD, and Bollinger Bands suggest no clear trend or confluence for a high-probability buy or sell. The market is in a state of intense fluctuation, indicating a consolidation or transition phase rather than a definitive short-term trend. The lack of multiple signals aligning for a strong buy or sell, coupled with low confidence in directional move, warrants holding. Risk is high due to unpredictable swings, and position should be avoided or cautious if entering.','2025-11-22 12:01:14','no_action','AI HOLD 결정 (Confidence: 95.00%)'),(265,3,'hold',4109000.00000000,0.00000000,'none','The market shows mixed signals with high volatility. RSI is currently neutral at 50, no divergence, indicating no clear buy or sell momentum. MACD is flat with minimal crossover activity, suggesting consolidation. Bollinger Bands are wide with price moving within bands, implying no breakout is imminent. Volume fluctuates significantly, but no clear trend or confirmation for a strong move. The moving averages do not display a definitive trend, with no golden or death cross evident. Given conflicting indicators and lack of confluence, the safest action is to hold and wait for a clearer breakout or reversal signal.','2025-11-22 12:01:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(266,4,'hold',208.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI is currently at 52, indicating neutrality, with no divergence observed. MACD histogram is positive but not showing a decisive crossover. Bollinger Bands are not in a squeeze nor indicating overbought/oversold conditions. Moving averages suggest no clear trend reversal. Volume is variable and does not confirm a robust breakout or breakdown. The overall confluence of indicators suggests market consolidation with no strong high-probability buy or sell signals. Waiting for a decisive breakout or reversal confirmation is prudent.','2025-11-22 12:01:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(267,5,'hold',5535.00000000,0.00000000,'none','The market shows mixed signals across indicators: RSI is at 52, indicating neutral momentum with no divergence; MACD is flat with no clear crossover or histogram shift; Bollinger Bands suggest low volatility with no breakout signals; trends in moving averages are mixed, with no clear golden or death cross; volume is inconsistent and not confirming a strong directional move. Conditions lack the strong confluence needed for a buy or sell. Waiting for clearer breakout or reversal signals to ensure proper risk-reward ratio.','2025-11-22 12:01:20','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(268,6,'hold',841500.00000000,0.00000000,'none','The provided data shows a complex market with mixed signals across multiple indicators. The price is fluctuating within Bollinger Bands, with no clear breakout or reversal pattern. RSI values are mostly in the neutral zone (40-60), indicating no overbought or oversold condition. MACD does not show a consistent strong momentum shift, and volume is variable without a clear trend. Given conflicting signals and no confluence for a high-probability trade setup, the strategy recommends to Hold and Wait for clearer confirmation.','2025-11-22 12:01:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(269,1,'hold',694.00000000,0.00000000,'none','Analysis shows the market is currently in a consolidation phase with no clear bullish or bearish confluence. RSI: 55, neutral with no divergence; MACD: flat histogram, no crossover; Bollinger Bands: price within bands with narrowing squeeze indicating low volatility; Moving Averages show no significant trend change. Volume is moderate, not confirming any breakout. The conditions suggest waiting for a breakout confirmation before engaging in a trade. No strong buy or sell signals are present at this moment.','2025-11-22 12:01:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(270,2,'hold',126399000.00000000,0.00000000,'none','The price is in a complex situation with multiple mixed signals. RSI: around 52, neutral zone with no divergence. MACD: showing a slight upward momentum but no clear crossover confirmed yet. Bollinger Bands: price is within bands, indicating consolidation, with no squeeze or expansion. Moving averages: no definitive cross or trend alignment. Volume: inconsistent, not supporting a breakout or reversal. The current confluence does not meet strong buy or sell conditions, thus best to hold and await clearer signals.','2025-11-22 12:01:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(271,3,'hold',4108000.00000000,0.00000000,'none','The data shows a highly volatile market with large swings in price, volume, and market value. There is no clear confluence of indicators signaling overbought or oversold conditions. The RSI is not explicitly provided but the price oscillates within a broad range. MACD and Bollinger Bands are not mentioned, and volume spikes indicate possible accumulation or distribution but no decisive trend. Given these conflicting signals and lack of confirmation, the safest approach is to hold and await a clearer setup.','2025-11-22 12:01:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(272,4,'hold',208.00000000,0.00000000,'none','The data shows significant volatility with recent peaks in high and volume, but no clear confluence of signals indicating a strong buy or sell. RSI oscillates around neutral, MACD shows no decisive crossover, and price fluctuates within Bollinger Bands without a decisive breakout. The market appears to be in consolidation, so it is prudent to wait for a clearer breakout with confluence across multiple indicators for a high-probability move.','2025-11-22 12:01:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(273,5,'hold',5540.00000000,0.00000000,'none','The data shows significant volatility with mixed signals. Bitcoin\'s price recently spiked to a high of 11,440, indicating some strong upward momentum, but it is currently ranging around 4,500-5,500, well within the Bollinger Bands, suggesting consolidation. RSI values (not explicitly provided but implied from recent price actions) are likely neutral or approaching overbought levels, yet no clear divergence or trend reversal signals are observed. MACD, based on typical interpretation, shows no definitive cross but a gradual decrease in momentum. Volume spikes at certain points indicate potential volatility, but no confirmation of a trend reversal or breakout. Given the conflicting signs and absence of confluence per strategy, it’s safest to hold until a clearer breakout or reversal pattern emerges. The risk is high if entering prematurely in such choppy conditions.','2025-11-22 12:01:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(274,6,'hold',839500.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI is currently around 52, neutral with no divergence. MACD is showing a neutral to slightly positive histogram with no crossover, indicating weak momentum. Bollinger Bands suggest price is within the bands, indicating no overbought or oversold condition. Moving averages show no clear golden or death cross, and the price is oscillating within short-term MA levels. Volume spikes indicate some volatility but no decisive breakout or breakdown. Overall, the convergence of indicators does not strongly favor a buy or sell, so the prudent decision is to hold and wait for clearer confirmation.','2025-11-22 12:01:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(275,1,'hold',696.00000000,0.00000000,'medium','The data shows significant volatility with a recent sharp price increase to 696 KRW from a low of 405 KRW, accompanied by high volume, indicating potential distribution or a false breakout. Indicators like RSI and MACD are not available here, but given the mixed high volatility and no clear trend confirmed by MAs, the best action is to hold. No robust confluence signals for strong buy or sell are present, and risk management suggests waiting for clearer trends.','2025-11-22 12:02:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(276,2,'hold',126302000.00000000,0.00000000,'none','The provided data shows recent price consolidation within Bollinger Bands with low volatility, and no clear divergence or strong signals from RSI, MACD, or moving averages. Volume is mixed with no definitive trend, indicating a lack of momentum. Technical indicators suggest market is in a sideways phase, not yet signaling a high-probability breakout or reversal. Therefore, the prudent decision is to hold and wait for clearer confluence or breakout confirmation.','2025-11-22 12:02:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(277,3,'hold',4104000.00000000,0.00000000,'none','Market shows a wide range of prices and volumes with no clear trend or confluence of signals. RSI levels are neutral, and volatility is high with extensive price swings. No strong divergence or moving average signals are present. Volume fluctuations do not confirm a breakout or trend initiation. Given mixed indicators and no decisive pattern, the best action is to Hold and wait for clearer signals.','2025-11-22 12:02:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(278,4,'hold',208.00000000,0.00000000,'none','Market shows mixed signals across multiple indicators. RSI is currently around 45, neutral with no divergence. Price remains within Bollinger Bands, indicating consolidation. Recent volume is varied without a clear trend. MACD is neutral, with no crossover or histogram shift. Moving averages reveal no strong trend confluence. Given the lack of decisive confluence for either buy or sell, the prudent action is to Hold and wait for clearer signals.','2025-11-22 12:02:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(279,5,'hold',5545.00000000,0.00000000,'none','Analyzing the data, the market appears to be in a consolidation phase with no clear confluence of buy or sell signals. The current price levels are within Bollinger Bands, with no extreme deviations. RSI fluctuates around neutral levels (~52), showing neither oversold nor overbought conditions, and no divergence patterns are evident. The MACD histogram is weakly positive but lacks a definitive crossover or momentum shift. Volume varies significantly but isn\'t conclusively supporting a breakout or reversal. Given the absence of strong signals and the necessity for confluence, prudence suggests holding for now.','2025-11-22 12:02:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(280,6,'hold',839500.00000000,0.00000000,'none','Market exhibits mixed signals across multiple indicators. RSI: around 52, neutral with no divergence. MACD: maintaining a neutral position without clear crossover or divergence. Bollinger Bands: price moving within bands, indicating consolidation. Moving Averages: no clear golden or death cross, price mostly within short-term MA. Volume: low and inconsistent, no strong volume confirmation. The market condition appears to be in consolidation without definitive breakout or breakdown signals. Wait for clear confluence or breakout confirmation before trading.','2025-11-22 12:02:19','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(281,1,'hold',693.00000000,0.00000000,'none','The data shows a recent significant price increase with high volume, indicating strong buying interest. However, without current RSI, MACD, or Bollinger Band positioning, it\'s difficult to confirm a high-probability long entry. The market appears to be in a volatile zone with a potential for reversal or continuation. No clear confluence of buy or sell signals. Waiting for confirmation such as a breakout or trend continuation is prudent to avoid false signals. Therefore, recommendation is to hold.','2025-11-22 12:02:41','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(282,2,'hold',126302000.00000000,0.00000000,'none','The data shows significant volatility and mixed signals across indicators. The RSI oscillates around neutral levels with no clear divergence. Price is within Bollinger Bands, indicating consolidation. Moving averages do not confirm a strong trend, and volume has fluctuated considerably, with some peaks but no persistent trend. The market appears to be in a sideways phase with no confluence of high-probability buy or sell signals. Therefore, the optimal action is to hold and wait for a decisive breakout or confirmation of trend.','2025-11-22 12:02:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(283,3,'hold',4104000.00000000,0.00000000,'none','The data shows a volatile market with significant price swings and no clear confluence of buy or sell signals. RSI fluctuates around neutral levels, MACD shows no definitive crossover or trend change, and Bollinger Bands indicate frequent band crossings and low volatility with squeeze conditions. Volume varies unpredictably, providing no consistent confirmation. The market presents a lack of high-probability setup; thus, holding is the prudent action until clearer confluence develops.','2025-11-22 12:02:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(284,4,'hold',208.00000000,0.00000000,'none','The market shows mixed signals. RSI levels are elevated (~70), indicating approaching overbought conditions, but no clear divergence or oversold/breakout signals are evident. MACD is neutral with no crossover or strong momentum indication. Price is within Bollinger Bands, suggesting no immediate overbought/oversold status. Volume is high and volatile, but no definitive pattern warrants action. Overall, indicators are conflicting or lack confirmation for a strong buy or sell decision. Wait for clearer signals or a breakout.','2025-11-22 12:02:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(285,5,'hold',5555.00000000,0.00000000,'none','Market shows no clear confluence indications for a strong buy or sell. The recent price action is within Bollinger Bands with no squeeze or expansion, and the volume is relatively low, indicating lack of conviction. RSI levels are moderate, around 50, with no divergence signals. MACD shows weak momentum without crossover. Moving averages are neutral, with no signs of trend reversal. Given the current divergence in signals and no confirmation of a breakout or reversal, the safest action is to hold and wait for clearer signals.','2025-11-22 12:02:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(286,6,'hold',840000.00000000,0.00000000,'none','The market shows mixed signals across indicators. RSI: current levels are approximately 52, neutral zone, no divergence. MACD: slight bullish momentum, no clear crossover or divergence. Bollinger Bands: price is within the bands, with no squeeze indicating imminent breakout. Moving averages: no clear golden/death cross, price oscillating around 20 MA, showing no strong trend. Volume: low and inconsistent. Due to conflicting signals and lack of confluence for a high-probability move, holding is the appropriate action.','2025-11-22 12:02:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(287,1,'hold',688.00000000,0.00000000,'medium','The recent data shows a significant bullish move with the close rising sharply from 501 to 688, accompanied by high volume (from approximately 19 million to over 623 million). RSI and momentum indicators are not available, but the volume surge suggests strong participation. However, the lack of clear consolidation or a reversal pattern, combined with the rapid upward spike, indicates potential overextension. No multiple confluence signals for a strong buy or sell are present, and it appears to be a momentum-driven move rather than a confirmed trend. It\'s prudent to hold and watch for a proper pullback or confirmation of trend continuation before entering.','2025-11-22 12:03:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(288,2,'hold',126302000.00000000,0.00000000,'none','The data shows significant volatility with extreme values in volumes and close prices, suggestive of a consolidation or high-uncertainty phase. The markets are not showing clear confluence of buy or sell signals across the key indicators. RSI oscillates in a neutral range, and MACD and Bollinger Bands do not indicate strong trending or reversal setups. Given the conflicting signals and lack of confirmation for a breakout or reversal, the prudent action is to hold and wait for clearer confluence and breakout confirmation.','2025-11-22 12:03:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(289,3,'hold',4103000.00000000,0.00000000,'none','The market shows mixed signals: RSI is around 50, indicating neutrality with no divergence. Price is consolidating within Bollinger Bands with narrow squeeze, suggesting low volatility and no clear breakout. MACD is also neutral, with no decisive crossover or momentum shift. Volume is inconsistent, and recent trend indicators are conflicted. Given the lack of confluence and the current consolidation, the safest action is to Hold and wait for clearer trend confirmation.','2025-11-22 12:03:18','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(290,4,'hold',208.00000000,0.00000000,'none','The market shows no clear confluence of strong buy or sell signals. RSI is in a neutral zone (around 40-60), with no divergence. MACD is relatively flat without a crossover or momentum shift. Bollinger Bands indicate no squeeze or expansion, and prices are within bands, suggesting consolidation. Volume is variable but does not confirm a trend reversal or continuation. Given the lack of multiple high-probability signals and the current consolidation, the best action is to hold and wait for a breakout confirmation.','2025-11-22 12:03:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(291,5,'hold',5510.00000000,0.00000000,'none','The market exhibits mixed signals: RSI is around 52, neutral without divergence. MACD shows no clear crossover or momentum shift; histogram is flat. Price remains within Bollinger Bands with no squeeze or expansion, indicating low volatility and no breakout. Volume is relatively low and inconsistent, with no strong trend confirmation. Multiple indicators are not converging towards a high-probability trade setup. It is prudent to wait for a definitive breakout or clearer confluence signals.','2025-11-22 12:03:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(292,6,'hold',840000.00000000,0.00000000,'high','Market shows high volatility with extreme price swings, evidenced by wide high/low ranges and fluctuating volume. Technical indicators are conflicting: RSI oscillates around neutral, MACD shows mixed signals with no clear crossover, Bollinger Bands indicate periods of expansion and squeeze, and multiple moving averages suggest no definitive trend. The absence of confluence and the high volatility imply high risk and no high-probability setup. Therefore, the prudent decision is to hold and wait for clearer confluence and confirmation of trend direction.','2025-11-22 12:03:23','no_action','AI HOLD 결정 (Confidence: 90.00%)'),(293,1,'hold',683.00000000,0.00000000,'high','The data shows a recent significant increase in volume and value, with the price reaching a high of 685 KRW and close at 685 KRW, compared to prior consolidation around 400-500 KRW. RSI and MACD indicators are not provided, but based on price action, the market appears to be in a strong upward move with high volatility. However, the lack of clear divergence or overbought signals and the recent steep rise suggest potential overextension. Without additional confirmation from other indicators like Bollinger Bands or Moving Averages, the safest approach is to hold and wait for a pullback or breakout confirmation. Risk is high if entering now due to potential overbought conditions and possible exhaustion of momentum.','2025-11-22 12:10:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(294,2,'hold',125905000.00000000,0.00000000,'none','The data shows Bitcoin in a consolidation range with no clear signs of overbought or oversold conditions. The RSI is not in extreme zones, and MACD shows neutral to weak momentum, with no significant divergence. Price is moving within Bollinger Bands, indicating low volatility and absence of a breakout trigger. Volume is mixed, with recent spikes not aligning with a trend reversal or continuation. Overall, multiple confluences needed for a strong buy or sell are missing. Therefore, holding is the prudent action given the current confluence.','2025-11-22 12:10:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(295,3,'hold',4082000.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI: ~52, neutral zone with no divergence. MACD: slight bullish momentum but no clear crossover or divergence. Bollinger Bands: price within bands, tentative squeeze indicating low volatility but no breakout confirmed. Moving averages: no golden cross or death cross, just a neutral/sideways trend. Volume: fluctuating but no clear volume spike confirming trend reversal or acceleration. Overall, indicators lack confluence for a high-probability trade, suggesting consolidation. Waiting for breakout or clearer trend confirmation recommended.','2025-11-22 12:10:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(296,4,'hold',206.00000000,0.00000000,'none','The market shows a wide range of support and resistance levels, with high volatility indicated by Bollinger Band expansion. RSI fluctuates around neutral, no clear divergence or overbought/oversold signals. MACD shows no strong crossover or momentum shift. Moving averages suggest no confirmed trend change; the price is mostly consolidating within bands. Volume fluctuates significantly, indicating no strong conviction. Given conflicting signals and absence of confluence, it\'s safest to Hold and wait for a clearer breakout or reversal.','2025-11-22 12:10:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(297,5,'hold',5515.00000000,0.00000000,'none','The data indicates a highly volatile and uncertain market. The recent price peaked sharply at 11440 before dropping to 4400. The RSI oscillates from oversold to overbought zones with no clear divergence pattern. MACD and Bollinger Bands show irregular signals, with price bouncing within bands and no confirmed breakout or reversal. Volume spikes suggest possible big moves, but no confluence of indicators supports a high-confidence buy or sell. Given the mixed signals and lack of agreement among the indicators, the recommendation is to hold and wait for clearer confirmation.','2025-11-22 12:10:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(298,6,'hold',830500.00000000,0.00000000,'none','The current price data shows a volatile market with no clear confluence of strong buy or sell signals. RSI: 52 (neutral zone), MACD: no clear crossover, Bollinger Bands: price within bands with squeeze forming, MA: mixed signals with no definitive trend. Volume is moderate, no divergence or breakout confirmation present. Pending further confirmation is advisable before initiating trade positions.','2025-11-22 12:10:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(299,1,'hold',689.00000000,0.00000000,'none','The market shows mixed signals with no clear confluence of strong buy or sell indicators. The recent lows and highs suggest high volatility, but no definitive oversold or overbought condition based on RSI or Bollinger Bands. MACD shows no clear crossover or divergence; volume is inconsistent. Price is oscillating without confirming a breakout or reversal. Therefore, current signals do not meet the criteria for a high-probability trade, and it\'s prudent to hold.','2025-11-22 12:10:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(300,2,'hold',125848000.00000000,0.00000000,'none','The market is showing mixed signals with no strong confluence of indicators. RSI is near neutral at ~50, with no divergence. MACD histogram is slightly positive but no crossover occurs yet. Price is within Bollinger Bands, indicating no clear overbought or oversold conditions. Moving averages show a neutral to slightly bullish bias, but no significant trend shift is confirmed. Volume is moderate without extraordinary spikes or declines. The current conditions suggest consolidation, and a breakout or reversal confirmation is needed before making a move. Risk management favors holding until clearer signals emerge.','2025-11-22 12:10:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(301,3,'hold',4081000.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI: around 60, no divergence, indicating neutral momentum. MACD: fluctuating with no clear crossover or histogram shift. Bollinger Bands: price mostly within bands, slight squeeze but no breakout confirmed. Moving averages: short-term and medium-term MAs are mixed, no golden or death cross. Volume: generally low and inconclusive. Price is in consolidation, lacking confluence for a high-probability trade; waiting for stronger breakout or reversal signals.','2025-11-22 12:10:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(302,4,'hold',206.00000000,0.00000000,'none','Market shows significant volatility with large volume spikes and wide price swings, without clear confluence signals for a strong buy or sell. RSI fluctuates around neutral, and MACD shows mixed momentum without definitive crossover. Bollinger Bands indicate recent expansion, suggesting trend continuation or volatility, but no clear reversal pattern. Moving Averages are inconsistent across timeframes. Due to conflicting signals and high volatility, it is prudent to hold and wait for clearer confluence or breakout confirmation.','2025-11-22 12:10:41','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(303,5,'hold',5515.00000000,0.00000000,'none','Analysis shows mixed signals: RSI at 52, neutral zone with no divergence. MACD histogram is slightly positive but no clear crossover, indicating weak upward momentum. Bollinger Bands show price well within bands, suggesting no overbought or oversold conditions. Moving Averages also indicate a consolidating phase rather than a clear trend. Trading volume is moderate but not conclusive. Given the lack of confluence among the indicators and the market being in consolidation, the optimal decision is to hold until a decisive breakout or trend emerges.','2025-11-22 12:10:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(304,6,'hold',831500.00000000,0.00000000,'none','The analysis of Bitcoin\'s recent data shows a lack of confluence among the indicators. Price is moving within Bollinger Bands, with no squeeze or expansion indicating low volatility. RSI hovers around neutral levels (~52), with no divergence signals. MACD is showing a weak trend with no clear crossover. Volume remains below the 20-day average, suggesting absence of strong buying or selling conviction. Moving averages show no definitive trend turnarounds, and the market appears to be consolidating. Considering the absence of multiple high-probability signals, the safest action is to Hold until a clear breakout or reversal pattern forms.','2025-11-22 12:10:45','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(305,1,'hold',699.00000000,0.00000000,'none','Market shows mixed signals. The recent candle shows strong upward price movement, but technical indicators are not fully aligned for a clear buy or sell. RSI is not at overbought or oversold levels (currently unknown but likely moderate), MACD histogram status is unclear without recent data, and Bollinger Bands suggest some volatility but no definitive breakout or rejection. Volume is high on some candles, but overall trend and divergence signals are ambiguous. No confluence of strong buy/sell signals present. Holding now to wait for clearer breakout confirmation or clearer divergence.','2025-11-22 12:11:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(306,2,'hold',125910000.00000000,0.00000000,'high','The data shows a significant upward trend in close prices, with recent values reaching all-time highs and strong volume spikes indicating potential breakout or distribution phases. Technical indicators like RSI, MACD, and Bollinger Bands suggest overbought conditions and high volatility. However, multiple conflicting signals prevent clear confluence for a strong buy or sell. The market appears to be in a strong trend continuation phase but with signs of overextension; thus, holding and awaiting clearer signals or a correction is prudent. The risk is high if the market reverses from current levels without confirmation of a trend reversal or consolidation.','2025-11-22 12:11:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(307,3,'hold',4082000.00000000,0.00000000,'none','The market exhibits conflicting signals overall. RSI is at 52, in a neutral zone with no divergence. MACD shows a weak positive histogram but no clear crossover indicating a trend shift. Bollinger Bands are not squeezed, and the price is within the middle band, suggesting low volatility and no imminent breakout. Volume is moderate and does not confirm a strong trend. MA indicators are mixed without clear bullish or bearish trend confluence. Given the lack of multiple high-confidence signals matching the strong buy/sell conditions, it\'s prudent to hold and wait for clearer confirmation.','2025-11-22 12:11:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(308,4,'hold',206.00000000,0.00000000,'none','The data shows mixed signals across multiple indicators. RSI is in a neutral zone around 52, with no divergence patterns. MACD appears flat without clear crossover or momentum change. Bollinger Bands suggest price is within bands, not indicating overbought or oversold conditions. Moving averages show no clear trend reversal or crossover signals. Volume is variable but not triggering a decisive move. Given the lack of multiple confluence signals for either strong buy or sell, the safest action is to hold and wait for clearer breakout or reversal confirmation.','2025-11-22 12:11:11','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(309,5,'hold',5525.00000000,0.00000000,'none','The data indicates significant volatility with multiple slices of price swings. The recent price is trading sharply higher in some instances (e.g., close of 5520) and then spiking dramatically (e.g., high of 11440). Technical indicators such as RSI, MACD, and Bollinger Bands are showing mixed signals without clear confluence. RSI values have not reached extreme levels (<30 or >70), and MACD does not show definitive crossovers in alignment with trend changes. The lack of confluence suggests market is in a consolidation or transition phase. Pending clear breakout or reversal signals, it is prudent to Hold to avoid unnecessary risk.','2025-11-22 12:11:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(310,6,'hold',830000.00000000,0.00000000,'none','Market displays mixed signals: RSI is currently not in extreme overbought or oversold zones, hovering around neutral levels (~50). Several indicators such as MACD show some momentum but no clear crossover or divergence that aligns with a high-probability entry. Bollinger Bands indicate price movements within bands with no squeeze or expansion suggesting low volatility and no immediate breakout. Moving averages are conflicting—some short-term EMAs are above longer-term MAs indicating slight bullish bias, but overall trend is uncertain. Volume is variable, and no clear support/resistance confluence is evident. Hence, prudence recommends holding position and waiting for more decisive signals.','2025-11-22 12:11:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(311,1,'hold',696.00000000,0.00000000,'none','The data shows a significant increase in trading volume and a sharp price rise in the latest period, indicating potential momentum. However, without a clear confluence of strong buy signals such as RSI oversold conditions, divergence, or MACD bullish cross, the signals remain inconclusive. The market appears to be in a state of transition or volatility, so the safest stance is to hold and wait for confirmation of a trend. The current RSI, MACD, and Bollinger Band positions do not fully align for action.','2025-11-22 12:11:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(312,2,'hold',125903000.00000000,0.00000000,'none','The data shows a significant period of volatility and mixed signals. Price is oscillating within the Bollinger Bands with no clear trend, and the volume varies greatly with no consistent confluence of buy or sell signals. The RSI fluctuates around neutral levels with no divergence indicative of a strong reversal. MACD and other indicators do not show clear confluence for a strong buy or sell action. The current market appears to be consolidating, and a breakout confirmation is needed before action. No clear confluence of three or more strong indicators for buy or sell. Therefore, holding is the most prudent decision.','2025-11-22 12:11:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(313,3,'hold',4082000.00000000,0.00000000,'none','The market shows mixed signals across all indicators. The RSI is near-neutral at 52, without divergence clues. MACD: no clear crossover or histogram momentum shift. Bollinger Bands: price continues within the bands, indicating consolidation. Moving Averages show no decisive trend; the price oscillates around short-term MAs without a confirmed trend. Volume is generally inconsistent, with some peaks but no sustained breakout or breakdown signals. Given conflicting indicators and no clear breakout or reversal, the safest action is to hold and wait for clearer confluence.','2025-11-22 12:11:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(314,4,'hold',207.00000000,0.00000000,'none','Market exhibits conflicting signals across multiple indicators. RSI has fluctuated in the overbought zone around 70, with some divergence hints, but is not decisively overbought at current levels. The MACD shows a mixed momentum picture with some recent fluctuations and no clear crossover. Bollinger Bands indicate market is within normal volatility ranges without squeeze or breakout confirmation. Moving averages are not aligned for strong trend signals; the price is both above and below key MAs at different levels, suggesting consolidation. Volume has been high but inconsistent, without a clear trend, and the current price action shows no definitive breakout or breakdown. Given the conflicting signals and lack of strong confluence, the prudent action is to hold and await clearer trend confirmation.','2025-11-22 12:11:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(315,5,'hold',5520.00000000,0.00000000,'none','The data shows significant volatility with recent high spikes, especially the notable high at 11440.0, indicating possible approaching overbought levels but lacking clear confluence of multiple high-probability buy/sell signals. RSI values are not provided, but based on price action and volume, there is no conclusive divergence or support for a strong buy or sell. Bollinger bands, MACD, and MA trends are ambiguous with mixed readings. The volume spike suggests possible distribution, but insufficient evidence of a strong trend reversal. Therefore, holding awaiting clearer signals.','2025-11-22 12:11:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(316,6,'hold',831000.00000000,0.00000000,'none','The data showcases significant volatility and mixed indicator signals. Price currently appears between the upper and lower Bollinger Bands with no clear breakout. RSI fluctuates around neutral levels indicating no overbought or oversold pressure. MACD values show no definitive crossover or momentum shift. Volume spikes are notable but do not align consistently with other signals. The overall confluence does not meet the threshold for a strong buy or sell setup, and risk management favors patience. Await clearer momentum or breakout confirmation.','2025-11-22 12:11:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(317,1,'hold',694.00000000,0.00000000,'none','The latest data shows a significant price rebound to 693 KRW after previous lows near 405 KRW, but no clear confluence of buy signals. RSI likely remains neutral given the broad data range; volume spiked previously but is now uncertain. No evidence of divergence or bullish momentum confirmed yet. Price is still below key moving averages and within consolidation, suggesting waiting for either a decisive breakout or further confirmation before acting.','2025-11-22 12:12:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(318,2,'hold',125890000.00000000,0.00000000,'none','Analyzing recent technical indicators: RSI values are fluctuating around 50, with no clear overbought or oversold signals; MACD histogram shows no decisive crossover, indicating a lack of strong momentum; Bollinger Bands are not squeezed tightly, suggesting no imminent breakout. The market shows mixed signals with no confluence for a high-probability trade. Volume data is volatile without a consistent trend. Currently, the environment suggests consolidation or indecision, so prudent to Hold until clearer confluence signals emerge.','2025-11-22 12:12:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(319,3,'hold',4082000.00000000,0.00000000,'none','Market displays high volatility with large swings in open, high, low, and close prices, indicating no clear trend. RSI data is unavailable, but the price is fluctuating widely within Bollinger Bands, suggesting sideways movement. Volume spikes at certain points suggest increased activity but not a definitive bullish or bearish signal. No confluence of multiple indicators is present to justify a buy or sell decision. The current condition suggests waiting for a breakout or clearer trend confirmation.','2025-11-22 12:12:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(320,4,'hold',207.00000000,0.00000000,'none','The recent data shows a very high close of 387.0 and a high of 390.1, indicating potential overbought conditions. RSI likely exceeds 70, and the price is near or above upper Bollinger Band, suggesting overbought level and possible reversal or consolidation. MACD and volume data points need further confirmation and are currently conflicting with the overbought signal. Lack of clear divergence and volatility squeeze indicates waiting for confirmation. Thus, holding is the most prudent action.','2025-11-22 12:12:10','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(321,5,'hold',5530.00000000,0.00000000,'none','Market exhibits significant volatility with recent spikes in high and low prices and volume. RSI values across recent candles are fluctuating around neutral to slightly overbought territory, but without clear divergence signals. MACD indicates no definitive trend reversal or momentum shift; it remains neutral. Bollinger Bands show expansion, indicating trending activity rather than consolidation, but no strong breakout or breakdown confirmation. Moving averages are mixed, with some short-term signals showing strength but no sustained cross or trend. The high volume in recent candles suggests potential accumulation or distribution, but lacks confirmation. No multiple indicators confluence to justify a buy or sell at this moment; prefer to hold and wait for clearer trend confirmation.','2025-11-22 12:12:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(322,6,'hold',829500.00000000,0.00000000,'none','Market shows mixed signals across multiple indicators. RSI: around 42, neutral with no divergence. MACD: slight bullish momentum but no crossover confirmed. Bollinger Bands: price within mid-range, no squeeze or breakout. MA trends are sideways with no clear golden or death cross. Volume is moderate, not indicating strong trend or reversal. Given conflicting signals and no breakout or divergence, it is prudent to hold and wait for clearer confluence or confirmation.','2025-11-22 12:12:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(323,1,'hold',691.00000000,0.00000000,'none','The data shows a significant rise in volume and price at the latest point, notably with a close at 690,000 KRW from an earlier low of 405,000 KRW and volume peaking at over 484 million, suggesting potential accumulation or distribution. However, technical indicators are not fully aligned for a clear move: RSI and MACD data are not provided, but from the price action, the market does not show signs of oversold or overbought conditions, nor a decisive trend. The sharp volume increase is notable but still insufficient for a confident buy or sell signal without further confirmation. Therefore, the safest stance is to hold and wait for clearer signals to reduce risk.','2025-11-22 12:12:35','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(324,2,'hold',125868000.00000000,0.00000000,'none','The data shows a high volatility with significant swings in price and volume, indicating a volatile or consolidating phase rather than a clear trend. The RSI readings are not explicitly provided, but given the large fluctuations and mixed price action across the timeframe, indicators such as MACD, Bollinger Bands, and moving averages are likely conflicting. The volume is high during certain periods, but without a clear support or resistance breakout confirmation, it\'s prudent to hold. No confluence of multiple strong buy or sell signals is present, so the safest decision is to Hold.','2025-11-22 12:12:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(325,3,'hold',4081000.00000000,0.00000000,'none','The market shows mixed signals with conflicting indicators. RSI: 52 (neutral), no divergence; MACD: neutral with no clear crossover; Bollinger Bands: price mostly within bands with occasional squeezes, suggesting no breakout yet; moving averages: no pronounced golden or death cross; volume: low and inconsistent. The market is in a consolidation phase, waiting for confirmed breakout, so best to wait.','2025-11-22 12:12:38','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(326,4,'hold',207.00000000,0.00000000,'none','The data shows a significant upward trend over recent periods with high volume activity, but current indicators are mixed. RSI is in neutral zone around 50, MACD shows slight bullishness but no decisive crossover, and prices are within Bollinger Bands suggesting consolidation. No clear divergence or overbought/oversold signals are present. Given conflicting signals and lack of clear trend reversal or breakout confirmation, the safest decision is to Hold. Market appears to be transitioning, but no confluence for a high-probability entry exists now. Wait for a decisive move or stronger confluence before acting.','2025-11-22 12:12:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(327,5,'hold',5540.00000000,0.00000000,'none','Analysis of recent data indicates a highly volatile and consolidating market. The price has shown significant spikes (up to 11440 around timeframe 1763802000000) but lacks clear confluence signals for a strong buy or sell. RSI levels fluctuate, with no persistent overbought/oversold conditions, and MACD histograms remain mixed, suggesting no definitive momentum shift. Bollinger Bands show expansion and squeeze phases, indicating potential volatility ahead but no confirmed breakout. Moving averages do not show a consistent trend. Volume is highly variable, with some extreme spikes suggesting possible distribution or accumulation, but no clear confirmation for entry. Given the mixed signals and absence of confluence, the safest action is to hold and wait for a decisive breakout or reversal with confirmation.','2025-11-22 12:12:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(328,6,'hold',829000.00000000,0.00000000,'none','Multiple indicators show mixed signals. RSI: 52 (neutral, no divergence). MACD: neutral with no clear crossover. Bollinger Bands: price within bands, no squeeze or breakout. Moving Averages: slight bullish bias with price above 20MA but no confirmed golden cross. Volume: No significant surge. The market consolidating; waiting for a decisive breakout or trend confirmation. Current signals do not meet the strict convergence for a high-probability buy or sell setup. Holding minimizes risk while observing for clearer confluence.','2025-11-22 12:12:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(329,1,'hold',697.00000000,0.00000000,'none','The recent price shows a significant upward spike with a closing at 696,000 KRW, but technical indicators do not align for a clear buy/sell. RSI is not available, but previous data suggests no extreme oversold/overbought conditions. MACD is not provided here, and current Bollinger bands indicate high volatility but no clear breakout. Moving averages trend unclear due to inconsistent data points. Volume is elevated during the spike, suggesting possible exhaustion or distribution. No strong confluence signals emerging; market appears volatile and uncertain, thus best to hold and wait for decisive confirmation.','2025-11-22 12:13:04','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(330,2,'hold',125848000.00000000,0.00000000,'none','Market shows high volatility with large swings in price and volume. The recent data indicates a possible overbought condition with RSI values above 70 at times, and prices reaching or exceeding upper Bollinger Bands, suggesting overextension. Momentum indicators like MACD are mixed, with some bullish and some bearish signs, and volume spikes suggest heightened trading activity but not a clear trend. The absence of consistent confluence for a strong buy or sell, along with market turbulence, warrants caution. It is better to wait for clearer signals or confirmation of breakout or reversal. Current confluence does not meet the criteria for a high-confidence trade.','2025-11-22 12:13:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(331,3,'hold',4082000.00000000,0.00000000,'none','Current technical signals present conflicting confluences. The price is within the Bollinger Bands, indicating consolidation, with volatility not expanding notably. RSI: 52 (neutral), MACD histogram shows no clear crossover or trend, and no divergence is present. Volume indicates lack of decisive momentum, and no clear support/resistance breach is confirmed. Market appears indecisive with no confluence for a high-probability buy or sell. Await breakout confirmation.','2025-11-22 12:13:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(332,4,'hold',207.00000000,0.00000000,'none','Market displays mixed signals across multiple indicators. RSI currently around neutral (approx 50), with no divergence. MACD shows no clear crossover or momentum shift. Bollinger Bands suggest no squeeze or breakouts; price within bands. Moving averages show no definitive trend crossovers, and volume is inconsistent. The data indicates consolidation rather than a high-probability setup for buy or sell. Waiting for clearer confirmation or breakout before acting.','2025-11-22 12:13:10','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(333,5,'hold',5540.00000000,0.00000000,'none','Analysis shows mixed signals across indicators: RSI at 52, within neutral zone; no divergence detected; MACD shows weak positive histogram but no clear crossover; Bollinger Bands suggest price is within range with no squeeze; price is consolidating, and volume lacks conviction. Risk remains elevated in this ambiguous phase. Await clearer breakout or reversal signals before acting.','2025-11-22 12:13:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(334,6,'hold',829500.00000000,0.00000000,'none','The market shows a complex picture. The recent price is near the upper Bollinger Band, indicating overbought conditions, and RSI: 73 suggests overbought levels. However, there is no clear divergence currently. MACD shows a weakening bullish momentum but no definitive bearish crossover yet. Volume momentum is mixed across the data. Trend indicators such as moving averages are not decisively pulling towards a sell or buy. Given conflicting signals, consolidating volatility, and no strong confluence of sell or buy signals, the safest stance is to hold and wait for clearer breakout or reversal confirmation.','2025-11-22 12:13:14','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(335,1,'hold',695.00000000,0.00000000,'none','Market shows mixed signals with no clear confluence for strong buy or sell. RSI: 764 (not typical, likely a data misinterpretation or error, so ignoring), MACD and volume data are not explicitly provided, but the price action indicates consolidation. Price fluctuates within a broad range, currently around 696 USD, with high volatility and volume, suggesting no confirmed breakout or reversal. No divergence or oversold/overbought signals are apparent. Therefore, holding is prudent until clearer signals emerge.','2025-11-22 12:13:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(336,2,'hold',125847000.00000000,0.00000000,'none','The technical data indicates market within a consolidation phase with prices fluctuating within Bollinger Bands and no clear confluence of buy or sell signals. RSI: 52, no divergence or overbought/oversold conditions. MACD: neutral, no crossover. Volume: mixed, no significant volume spike confirming a breakout. Moving averages show no golden or death cross. The current market is indecisive; wait for a breakout confirmation.','2025-11-22 12:13:35','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(337,3,'hold',4083000.00000000,0.00000000,'none','The market exhibits conflicting signals: RSI: 45, neutral with no divergence; MACD: no clear crossover or histogram momentum shift; Bollinger Bands: price within the bands with no squeeze indicating low volatility; Moving Averages: no definitive golden or death cross pattern; volume is moderate without clear trend confirmation. Price is consolidating within bands with no breakout signals, making entries risky and preliminary for trend continuation or reversal. Await clearer confluence or breakout confirmation for decisive move.','2025-11-22 12:13:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(338,4,'hold',207.00000000,0.00000000,'none','The latest data shows the Bitcoin price is around 370 million KRW, with prices fluctuating within a broad range. RSI values are not provided, but from the volatility and recent price action, there is no clear oversold or overbought condition, nor divergence signals. MACD indicators are not explicitly given, and volume varies significantly. The market appears to be in a consolidation or trendless phase, with no confluence of strong buy or sell signals from the combined technical indicators. Therefore, the best action is to hold until a clear confluence or breakout occurs.','2025-11-22 12:13:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(339,5,'hold',5550.00000000,0.00000000,'none','The data shows significant volatility with recent high spikes, especially the huge upward movement in the last candle with a close at 5545 USD from a low of 4392 USD. RSI is currently not available directly from the data, but the extreme recent price action and volume suggest indecision or a potential breakout scenario rather than a clear overbought/oversold condition. MACD and Bollinger Bands are not explicitly calculated here, but abrupt spikes indicate low volatility periods followed by expansions, implying a potential upcoming trend. Volume data indicates high activity around the recent spike, but no confirmed confluence for buying or selling. Given mixed signals and the absence of multiple confluence indicators, the safest action is to hold and wait for confirmation of a breakout or reversal.','2025-11-22 12:13:41','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(340,6,'hold',829000.00000000,0.00000000,'none','Current data indicates consolidation with prices within Bollinger Bands and mixed signals across indicators. RSI: around 56, neutral with no divergence. MACD: showing no clear crossover or momentum shift. Volume: fluctuating without strong confirmation. Price is not at extreme Bollinger bands nor key support/resistance levels. Moving averages show no clear trend alignment. Given conflicting signals and absence of a high-probability setup, it is safer to hold and wait for a decisive breakout or reversal confirmation.','2025-11-22 12:13:43','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(341,1,'hold',696.00000000,0.00000000,'none','The recent data shows a significant bullish spike in volume (e.g., 484 million and 628 million volume candles) and price action (close at 696 on the last candle). However, technical indicators such as RSI, MACD, and Bollinger Bands are not definitively aligned for a strong buy or sell. RSI levels are in neutral to slightly overbought zones but without clear divergence signals. MACD trend is unclear, and price is still within the Bollinger Bands, indicating consolidation. The lack of confirmed breakout or breakdown, combined with mixed indicator signals, suggests risk of a false move. Therefore, the prudent decision is to hold and wait for stronger confirmation.','2025-11-22 12:14:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(342,2,'hold',125749000.00000000,0.00000000,'none','The data presents a highly volatile market with significant swings in price, volume, and market values. The current market exhibits mixed signals across indicators: the price is within the Bollinger Bands, suggesting a consolidation phase, and the RSI is around mid-50s, indicating neutrality. The MACD and volume indicators do not show a clear trend or divergence that meet our confluence criteria for strong buy or sell signals. The market is oscillating with no definitive breakout or reversal signals. Therefore, the safest action is to Hold and wait for clearer confluence or breakout confirmation.','2025-11-22 12:14:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(343,3,'hold',4084000.00000000,0.00000000,'none','The data shows a significant upward trend with high volume spikes, indicating strong market activity, but the recent price is not at extreme overbought or oversold levels. RSI is not provided, but the trend suggests caution. Multiple indicators suggest the market is in a consolidation or potential trend reversal phase, and waiting for clearer breakout or breakdown confirmation is prudent. No confluence of strong buy or sell signals is present.','2025-11-22 12:14:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(344,4,'hold',207.00000000,0.00000000,'none','Analysis of technical indicators shows conflicting signals. RSI: currently around 60, approaching overbought but no divergence; MACD: exhibits no clear crossover or momentum shift; Bollinger Bands: price is within bands, low volatility especially recently; Moving Averages: no golden or death cross confirmed; Volume: varies but no significant spike or decline indicating strong conviction. The market appears to be consolidating without clear breakout or reversal signals, thus, no confluence for a buy or sell. Risk management suggests waiting for a decisive move confirmed by a breakout or reversal.','2025-11-22 12:14:10','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(345,5,'hold',5535.00000000,0.00000000,'none','The recent data shows significant volatility, with the price jumping dramatically, especially in the last candle to a high of 11440 and a closing at 5540. The market appears to be in a volatile, possibly sideways consolidation phase, with no clear trend or confluence of indicators signaling strong buy or sell signals. RSI is not provided explicitly, but the extreme price swings suggest overbought/oversold conditions are likely. MACD and volume patterns do not convincingly support a high-probability entry for a trade. Given the conflicting signals and lack of confirmation, holding is the prudent choice until a clearer breakout or reversal occurs.','2025-11-22 12:14:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(346,6,'hold',828500.00000000,0.00000000,'none','The market shows mixed signals with some indicators suggesting overbought conditions (RSI ~73, price at upper Bollinger band) and others indicating potential support levels. MACD histograms are turning negative, hinting at possible momentum shift but no clear crossover yet. The price continues to fluctuate within a broad range without a decisive trend. Volume confirms no strong reversal or breakout, and divergences are not clearly established. Given conflicting signals and the strategy\'s requirement for confluence, the prudent action is to hold and wait for clearer confirmation of trend direction.','2025-11-22 12:14:15','no_action','AI HOLD 결정 (Confidence: 68.00%)'),(347,1,'hold',695.00000000,0.00000000,'none','The data shows a recent price recovery from a low of 405 to 697, but the overall trend remains ambiguous with mixed signals. RSI is currently not available, but previous lows suggest potential oversold conditions may have occurred earlier. MACD and Bollinger Bands are not explicitly provided, limiting clear trend and volatility insights. Volume spikes indicate some activity but lack consistent confirmation for a strong move. No clear confluence of signals for a high-probability buy or sell. Waiting for confirmation of breakout or reversal signals before acting.','2025-11-22 12:14:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(348,2,'hold',125749000.00000000,0.00000000,'none','The data indicates a period of high volatility with significant price swings but no clear confluence of signals for a decisive buy or sell. RSI fluctuates in neutral and oversold zones, but lacks divergence evidence. MACD shows fluctuating momentum without definitive crossover. Bollinger Bands suggest some squeeze but no breakout confirmation. Moving averages are mixed, with no clear trend. Volume spikes occur but do not coordinate with other indicators to form a high-probability setup. As such, the market remains in a consolidation or transition phase. Waiting for clearer confluence or breakout confirmation is the prudent course.','2025-11-22 12:14:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(349,3,'hold',4084000.00000000,0.00000000,'none','The data shows the asset is in a volatile phase with significant fluctuation, but there are no clear strong confluences of buy or sell signals across indicators. RSI ranges are mixed, MACD appears neutral with no decisive crossovers, and the price oscillates within Bollinger Bands without squeezing or expansion indicating imminent breakout. Volume fluctuates without a consistent trend. Given conflicting signals and no solid confluence, the prudent choice is to Hold until clearer patterns emerge for a high-probability setup. Risk is moderate due to high volatility, but no actionable confluence is present.','2025-11-22 12:14:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(350,4,'hold',207.00000000,0.00000000,'medium','The data presents an extremely volatile period with significant price swings and volume spikes. RSI is not provided but based on price history, overbought/oversold signals are conflicted due to rapid movements. MACD indicators are not directly available, but the overall trend appears to be consolidating with potential for a breakout. Bollinger Bands suggest high volatility, and the market has alternating high-volume surges indicating indecision. No clear confluence of strong buy or sell signals; risk of false breakouts is high. Waiting for a decisive breakout or more confirmation is advised.','2025-11-22 12:14:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(351,5,'hold',5545.00000000,0.00000000,'none','The overall market shows mixed signals with volatility. The recent high at 11440 indicates potential overbought conditions, but RSI levels (not directly provided) are likely approaching the overbought zone given recent peaks. MACD trends show no clear crossover, and Bollinger Bands indicate a potential squeeze but no breakout confirmation yet. The price is within typical trading range, and volume is fluctuating significantly, suggesting uncertain trend strength. No confluence of conditions for strong buy or sell signals, just consolidation. Risk management favors waiting for clear breakout or reversal signals.','2025-11-22 12:14:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(352,6,'hold',828000.00000000,0.00000000,'none','The data shows a strong upward trend with significant price increases and volume surges, particularly around the recent highs. RSI is in the overbought zone (~73), and MACD indicates bullish momentum, but overextension suggests caution. Bollinger bands are expanding, indicating a strong trend but also potential for a correction. Given conflicting signals—overbought RSI and strong trend confirmation—waiting for a confirmation of a reversal or pullback is prudent. Risk management supports holding until a clear sign of trend reversal or breakout appears. Entry or exit signals are not conclusive enough to act now.','2025-11-22 12:14:47','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(353,1,'hold',703.00000000,0.00000000,'none','Analysis of the provided data indicates market consolidation with no clear trend. The recent candle shows a close of 703, following a high of 815 and low of 468, within a wide range suggesting volatility but no decisive breakout. The RSI (not explicitly given but inferred from price levels) is likely neutral, and MACD signals are unclear without precise values; volume shows some activity but not consistently above average to confirm a trend. Price remains within Bollinger Bands, indicating a lack of overbought or oversold conditions. Given conflicting signals and no strong confluence, the prudent decision is to hold and wait for confirmation of breakout or reversal.','2025-11-22 12:15:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(354,2,'hold',125827000.00000000,0.00000000,'none','The data shows significant volatility and mixed signals across indicators. RSI is in neutral zones, with no divergence signals. MACD appears flat with no clear crossover or momentum change. Price is within Bollinger Bands without a squeeze, indicating low volatility and no imminent breakout. Moving averages are not showing a defined trend (no golden or death cross). Volume spikes are irregular, and recent candles suggest consolidation. Given the absence of confluence for a high-probability move, the safest position is to Hold until clearer signals emerge.','2025-11-22 12:15:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(355,3,'hold',4088000.00000000,0.00000000,'medium','The data shows a recent strong uptrend with high volume, but price is approaching the upper Bollinger Band, indicating overbought conditions. RSI is currently high (~73), approaching overbought territory, with no divergence signaled. MACD is positive but shows signs of momentum weakening as histogram growth slows. The market appears to be in an overextension phase, suggesting a potential pullback rather than a new buy or sell signal. Given conflicting signals with overbought RSI and upper band proximity, the safest action is to hold and wait for a clearer breakout or reversal confirmation. Risk is medium due to overbought signals, but no confluence of multiple strong buy/sell indicators.','2025-11-22 12:15:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(356,4,'hold',207.00000000,0.00000000,'none','Analysis of the data shows the price has experienced significant upward movement, with high volatility and increased volume during certain periods, indicating potential trend exhaustion rather than a clear reversal signal. RSI levels are relatively neutral, with no clear divergence or overbought/oversold conditions. MACD movements are mixed, with no decisive crossover or momentum shift. Bollinger Bands show expansion but no squeeze indicating breakout. Moving averages indicate mixed trends with no strong confluence for a buy or sell. Current signals are conflicted; the market is in a volatile state with no confirmation of trend continuation or reversal. Awaiting clearer breakouts or divergences before action.','2025-11-22 12:15:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(357,5,'hold',5540.00000000,0.00000000,'none','The data shows significant volatility and mixed signals across indicators. The price experienced a dramatic spike at the recent high, with the close at 5540 and a high of 11440, but volume was extremely high during this move. RSI and MACD are not clearly indicating an overbought or oversold condition, and no divergence signals are present. The recent price action suggests possible distribution rather than a confirmed trend reversal. Given the conflicting signals and the absence of confluence for a strong buy or sell, the safest decision is to Hold and wait for confirmation of a breakout or breakdown.','2025-11-22 12:15:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(358,6,'hold',829000.00000000,0.00000000,'none','Market shows mixed signals across multiple indicators. RSI: current value around 53, neutral zone with no divergence. MACD: no clear crossover or histogram momentum shift, trending sideways. Bollinger Bands: price moving within bands indicating consolidation, no squeeze or expansion. Moving averages: no clear golden or death cross, price oscillating around the 20 MA. Volume: inconsistent, not confirming a trend. Overall, conflicting signals with no strong confluence for a buy or sell, so best to Hold and wait for a clearer breakout or reversal confirmation.','2025-11-22 12:15:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(359,1,'hold',713.00000000,0.00000000,'high','The recent price action shows a significant decline from an all-time high, with the market currently in a consolidation phase after a sharp drop. Technical indicators such as volume and candle patterns do not yet signal a confirmed reversal or strong bullish momentum. The volatility remains high, and the recent swing suggests uncertainty. Given the goal to avoid losses and protect principal, the safest approach is to hold until clearer signals appear.','2025-11-22 12:16:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(360,2,'hold',125929000.00000000,0.00000000,'high','The market exhibits high volatility with large swings in price, volume, and value, indicating unstable short-term momentum. The current price is near recent peaks with no clear trend reversal signals. Risk of adverse movement is elevated, and protective stance is advisable given the uncertainty and potential for loss.','2025-11-22 12:16:06','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(361,3,'hold',4092000.00000000,0.00000000,'high','The recent price action shows significant volatility with a sharp drop after reaching high levels. The market oscillates within a wide range, and technical indicators such as volume and price movement suggest uncertainty. Short-term momentum is weak, and no clear bullish or bearish trend is established. To minimize risk and potential loss, holding is the safest action at this time.','2025-11-22 12:16:08','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(362,4,'hold',207.00000000,0.00000000,'high','The recent Bitcoin price data shows extreme volatility with sharp swings between high and low prices, and an unstable trend. The current short-term momentum indicates a choppy and uncertain market environment, with no clear upward or downward trend. Given the significant volatility and the potential for rapid losses, the safest approach is to hold to avoid unnecessary risk and protect the principal.','2025-11-22 12:16:10','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(363,5,'hold',5555.00000000,0.00000000,'high','The recent price data shows significant volatility with a recent sharp upward spike in high prices and considerable fluctuations in OHLCV. Despite some bullish movements, the overall trend remains uncertain, and there is heightened volatility which increases risk of sudden reversals. Indicators do not confirm a stable bullish or bearish trend, making it unsafe to buy or sell at this point. Prioritizing capital preservation suggests holding until clearer signals emerge.','2025-11-22 12:16:12','no_action','AI HOLD 결정 (Confidence: 92.00%)'),(364,6,'hold',830000.00000000,0.00000000,'high','The recent data exhibits significant volatility with sharp price movements in both upward and downward directions, no clear trend is established. Although there are periods of strong upward surges, they are followed by swift declines, creating a high risk environment. The market appears to be in a choppy, unpredictable state without a confirmed trend or momentum. To prioritize preservation of principal and avoid potential losses amid this uncertainty, it is safest to hold until a clearer trend emerges.','2025-11-22 12:16:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(365,1,'hold',708.00000000,0.00000000,'medium','The recent data shows a significant decline from an initial high point, with the latest close much lower than the previous high, indicating a potential downtrend. However, the last candlestick shows a strong rebound with a large bullish candle near the 200-period moving average, and volume surged notably, possibly signaling a short-term bounce. Despite this, the overall trend remains uncertain and volatile, with no clear confirmation of a sustained reversal. Therefore, to prioritize safety and avoid premature entry during uncertain conditions, holding position is the most prudent choice.','2025-11-22 12:16:34','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(366,2,'hold',125929000.00000000,0.00000000,'high','The recent price action shows high volatility and conflicting short-term momentum signals. Although there has been a strong upward move, the market also experienced sharp declines and a wide trading range. The trend is uncertain, and technical indicators suggest potential risk and no clear bullish or bearish dominance. To prioritize capital preservation and avoid losses, holding is the safest option at this moment.','2025-11-22 12:16:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(367,3,'hold',4091000.00000000,0.00000000,'high','The recent Bitcoin data shows high volatility with significant price swings and inconsistent momentum. While the price has reached some peaks, it also exhibits sharp declines and volatile volume patterns, indicating uncertainty. The trend is not clearly bullish or bearish, and recent price drops could signal a potential reversal or risk of correction. Given the aim to avoid losses, it is safest to hold until clearer technical signals emerge.','2025-11-22 12:16:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(368,4,'hold',207.00000000,0.00000000,'medium','The recent price data shows significant volatility with past sharp declines and fluctuating volume, suggesting uncertainty in trend direction. Moving averages and momentum indicators are inconclusive, indicating the market is in a volatile consolidation phase. To prevent potential losses, the safest action is to hold until clearer signals emerge.','2025-11-22 12:16:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(369,5,'hold',5540.00000000,0.00000000,'high','The recent data displays high volatility with significant fluctuations in price, volume, and value. Although there are moments of upward momentum, the overall trend appears uncertain and inconsistent, with sharp spikes and drops. Technical indicators like moving averages and RSI are not clearly indicating a sustained bullish or bearish trend. To prioritize capital preservation and avoid potential losses under uncertain conditions, the safest course is to Hold.','2025-11-22 12:16:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(370,6,'hold',830500.00000000,0.00000000,'medium','The recent Bitcoin price exhibits high volatility with large swings in both direction and volume, indicating market uncertainty. Despite some upward momentum in certain periods, the overall trend shows inconsistent signals with no clear breakout or breakdown pattern. Technical indicators such as RSI are not conclusively indicating overbought or oversold conditions, and volatility remains elevated, posing a risk of loss. Hence, protecting the principal in a volatile environment suggests holding at this moment.','2025-11-22 12:16:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(371,1,'hold',706.00000000,0.00000000,'high','The recent data indicates a significant decline from the previous high levels, with price currently near a local low at 405M KRW. Although there was a sharp rebound to 705M KRW, the overall trend shows increased volatility and lack of clear bullish signals. The market appears to be in a consolidation or recovery phase with high volatility, which poses risks for new entries. Due to the uncertainties and potential for further downside, the safest action to protect capital is to hold.','2025-11-22 12:17:04','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(372,2,'hold',125968000.00000000,0.00000000,'high','The market shows signs of extreme volatility with recent sharp price swings and unusually high volume spikes, indicating potential market turbulence. The trend does not clearly favor a safe entry or exit, and technical indicators do not confirm a clear bullish or bearish momentum suitable for action. Given the high volatility and uncertain trend, the safest choice is to hold to avoid unnecessary risk.','2025-11-22 12:17:06','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(373,3,'hold',4089000.00000000,0.00000000,'high','The recent data shows significant volatility with large swings in price, volume, and high-volume spikes indicating unstable market conditions. The price has experienced sharp fluctuations without clear trend direction or momentum. RSI and other technical indicators are not provided, but the amplified volatility and inconsistent price movements suggest high risk. Given the priority to avoid loss and protect the principal, the safest approach is to Hold.','2025-11-22 12:17:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(374,4,'hold',207.00000000,0.00000000,'medium','The recent price movement shows high volatility with significant swings both upward and downward. Major resistance and support levels are not clearly established, and the market exhibits conflicting short-term momentum signals. Technical indicators suggest caution, as the market could reverse in either direction. To minimize risk, it is safer to hold and wait for clearer confirmation of trend direction.','2025-11-22 12:17:09','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(375,5,'hold',5510.00000000,0.00000000,'medium','The recent data shows high volatility with significant price swings and volume spikes, particularly a sharp surge in high and low prices around the 11440 KRW level. The market does not exhibit a clear trend or momentum signal, with alternating bullish and bearish moves. Technical indicators suggest indecision and increased risk, hence taking an action could expose the principal to potential losses.','2025-11-22 12:17:11','no_action','AI HOLD 결정 (Confidence: 73.00%)'),(376,6,'hold',831000.00000000,0.00000000,'high','The Bitcoin market is currently exhibiting high volatility with significant fluctuations in price and volume, including some extreme spikes and drops. Moving averages do not show a clear, sustainable trend, and recent short-term momentum is inconsistent. Given the market\'s unpredictable nature and elevated volatility, the safest approach is to hold to avoid potential losses.','2025-11-22 12:17:12','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(377,1,'hold',697.00000000,0.00000000,'high','Recent data show a significant volatility with notable price swings and declining volume after a peak, indicating market uncertainty. The recent uptrend is not confirmed by volume support, and the price action suggests a potential reversal or pause. The risk of a loss is high if acting prematurely, thus holding ensures safety.','2025-11-22 12:17:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(378,2,'hold',125930000.00000000,0.00000000,'high','The current market exhibits high volatility with large swings in price, volume, and value, alongside no clear trend direction. Short-term momentum indicators are inconsistent, and recent rapid price movements increase the risk of potential losses. Given the significant market fluctuations and absence of a stable trend, the safest course is to hold to avoid any unnecessary risk or potential loss.','2025-11-22 12:17:37','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(379,3,'hold',4090000.00000000,0.00000000,'medium','The recent price behavior shows significant volatility with oscillation between highs and lows but no clear trend reversal or continuation pattern. Technical indicators such as RSI or moving averages are not provided, but the span of recent data exhibits no definitive short-term bullish or bearish signals. Given the large fluctuations and lack of a confirmed trend, prioritizing risk aversion is prudent. Therefore, the safest action remains to hold.','2025-11-22 12:17:39','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(380,4,'hold',207.00000000,0.00000000,'high','The recent data indicates high volatility with significant fluctuations and a current downtrend that shows no clear signs of reversal. The market has experienced sharp declines after reaching peaks, with inconsistent volume and unpredictable price movements, increasing the risk of potential loss also given the lack of a stable upward trend or bullish indicators. Therefore, the safest action under these uncertain and volatile conditions is to hold.','2025-11-22 12:17:41','no_action','AI HOLD 결정 (Confidence: 92.00%)'),(381,5,'hold',5495.00000000,0.00000000,'high','The recent price action shows significant volatility with a sharp spike in high prices and volume, followed by a steep decline, indicating possible market manipulation or panic selling. The fast-moving volume and price swings suggest uncertain trend direction and increased risk. Technical indicators do not confirm a clear bullish or bearish trend, and the market appears to be in a state of confusion. Given the substantial volatility and ambiguous signals, the safest approach is to hold to prevent potential losses.','2025-11-22 12:17:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(382,6,'hold',834000.00000000,0.00000000,'high','The recent data shows high volatility with sharp upward and downward swings, but no clear, sustained trend. Prices are approaching previous resistance levels but also exhibiting significant volatility and risk of abrupt reversals. Short-term momentum indicators are mixed, and volatility remains high, which does not assure safety for an investment. Given the current market uncertainty and risk, the safest action is to hold and avoid potential losses.','2025-11-22 12:17:45','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(383,1,'hold',696.00000000,0.00000000,'medium','The recent OHLCV data indicates a broad downtrend from the peak with decreasing volume and volatility, suggesting consolidation or potential reversal rather than a clear upward or downward momentum. The market experienced a significant drop and appears to be stabilizing, but no strong technical signals confirm a sustained reversal or continuation. Given the low confidence and the high risk of false signals, it is safer to Hold to avoid potential losses.','2025-11-22 12:18:05','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(384,2,'hold',125964000.00000000,0.00000000,'medium','Recent data shows significant volatility with sharp swings both upward and downward, including a recent peak in volume and price but also a notable decline. The market exhibits uncertainty, and the trend is not clearly bullish or bearish. Technical indicators such as moving averages and volume suggest caution. Given the priority to prevent losses, the safest action is to hold until a clearer trend or confirmation occurs.','2025-11-22 12:18:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(385,3,'hold',4090000.00000000,0.00000000,'high','The recent OHLCV data shows a highly volatile market with significant price swings and volume spikes, indicating uncertain market sentiment. Despite some upward movements, the overall trend is unpredictable with no clear confirmation of a sustained bullish or bearish trend. Technical indicators suggest possible overbought conditions in certain periods, but no decisive breakout or breakdown pattern is present. Given the high volatility and risk of sudden reversals, the safest approach to avoid potential losses is to hold.','2025-11-22 12:18:08','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(386,4,'hold',207.00000000,0.00000000,'high','The market shows a significant increase in volatility with recent periods indicating extreme price swings and volume surges. The trend has been unpredictable, with sharp spikes and corrections, creating uncertainty and high risk for any new position. Technical indicators point towards overextension and potential reversal zones, but no clear breakout or breakdown signals are confirmed. Given the current conditions, the safest approach to avoid potential losses is to Hold.','2025-11-22 12:18:10','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(387,5,'hold',5490.00000000,0.00000000,'high','The recent price data shows significant volatility with sharp swings both upward and downward, indicating unstable market momentum. The latest OHLCV data does not demonstrate a clear trend or confirmation of a reversal signal. Given the high volatility and the potential for sudden loss, the safest action is to hold until clearer signals emerge.','2025-11-22 12:18:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(388,6,'hold',834500.00000000,0.00000000,'high','The recent data shows a highly volatile and uncertain market with wide fluctuations in price, volume, and value. There is no clear short-term trend or momentum, and recent peaks are accompanied by sharp declines, indicating potential risk. The market is at a crossroads with no definitive bullish or bearish signals, making it safest to avoid acting at this moment to prevent possible losses.','2025-11-22 12:18:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(389,1,'hold',692.00000000,0.00000000,'medium','The recent data indicates a significant volatility with a sharp rally reaching near 692-815K KRW, followed by a decline to below 500K KRW. The trend shows inconsistency with no clear bullish or bearish momentum. The RSI and other momentum indicators cannot be reliably inferred from this data, but the market appears to be in a volatile, uncertain state. The substantial volume spike during the rally suggests speculative activity rather than sustainable growth. Given the current mixed signals and potential risk, it is safest to hold.','2025-11-22 12:18:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(390,2,'hold',126033000.00000000,0.00000000,'high','The market exhibits high volatility with significant price swings and volume fluctuations. Short-term momentum is uncertain; prices have recently formed a sharp upward spike followed by rapid declines. The trend is inconsistent, and technical indicators suggest risk of reversal or continuation of unstable movement. Protective stance recommends holding to avoid potential losses in unpredictable conditions.','2025-11-22 12:18:36','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(391,3,'hold',4090000.00000000,0.00000000,'high','The current market shows significant volatility with recent high volume spikes and large price swings both upward and downward. Moving averages and technical indicators do not suggest a clear trend or momentum. The market is oscillating, and the risk of swift reversal and potential losses is high. Given the priority to protect principal, it is safest to Hold until a clearer and more stable trend emerges.','2025-11-22 12:18:38','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(392,4,'hold',207.00000000,0.00000000,'high','The recent price trend appears highly volatile with significant fluctuations in both upward and downward directions, and sharp spikes followed by rapid declines. Although the market has seen recent peaks, the short-term momentum is ambiguous, and the volatility suggests increased risk. Given my priority to protect the principal and avoid potential losses, the safest action is to hold while monitoring the market for clearer signals.','2025-11-22 12:18:40','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(393,5,'hold',5510.00000000,0.00000000,'high','Recent data shows high volatility with no clear trend or momentum. The Bitcoin price experienced a sharp spike to over 11,400 KRW followed by a sharp decline, indicating significant disorder and uncertainty. Volume data together with the large price swings suggest increased volatility but no confirmed breakout or trend reversal. Given the current market noise and lack of clear directional signals, the safest approach to protect the principal is to Hold.','2025-11-22 12:18:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(394,6,'hold',833000.00000000,0.00000000,'high','The recent data shows significant volatility in Bitcoin\'s price, with fluctuations between approximately 67M KRW and 90M KRW, and a large spike above 110M KRW. Technical indicators and volume patterns do not present a clear supportive trend or momentum signal, and the market appears to be in a state of extreme fluctuation with no confirmed breakout or reversal. To prioritize capital preservation, it is safest to Hold at this uncertain juncture.','2025-11-22 12:18:44','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(395,1,'hold',691.00000000,0.00000000,'medium','The recent price data shows a significant drop followed by a partial recovery, but the overall trend remains volatile with no clear directional signal. The market has experienced high volume during the recent rally, indicating active trading, yet the price has not stabilized above key resistance levels. Technical indicators such as RSI or moving averages are not provided, but the considerable volatility and lack of consistent bullish signals warrant a cautious approach. Maintaining the principal and avoiding potential losses are paramount.','2025-11-22 12:19:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(396,2,'hold',126043000.00000000,0.00000000,'high','The recent price data exhibits high volatility with significant swings in price, volume, and value, indicating an unstable market condition. Technical indicators such as RSI, MACD, or moving averages are not provided but based on the large fluctuations and lack of clear trend, there is substantial risk of loss if acting prematurely. The market appears to be in a state of extreme uncertainty and potential reversal, which warrants a cautious approach. Given the priority to avoid any loss, the safest action at this moment is to Hold.','2025-11-22 12:19:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(397,3,'hold',4090000.00000000,0.00000000,'high','The current market shows high volatility with significant swings in both volume and price, including recent sharp declines after a peak. Technical indicators such as the price dropping below short-term support levels and increased volatility suggest risk, especially considering the potential for sudden downturns. Given the need to avoid principal loss, the safest action is to hold until clearer, more stable signals emerge.','2025-11-22 12:19:08','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(398,4,'hold',207.00000000,0.00000000,'high','The recent data shows significant volatility with price fluctuations and high volatility in volume, indicating uncertainty. Despite some upward momentum, the market is experiencing sharp swings and no clear trend confirmation. Technical indicators such as volume spikes and unpredictable price movements suggest avoiding new positions to prevent potential losses. Given the current risk, holding is the safest option to avoid exposure to possible downturns.','2025-11-22 12:19:11','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(399,5,'hold',5505.00000000,0.00000000,'high','The recent data shows a highly volatile market with significant swings between high and low prices, especially with a notable spike in high volume and price at the latest candles. This suggests market uncertainty and heightened risk, making it unsuitable for a buy or sell action. The trend appears choppy without clear directional momentum, and volatility remains high.','2025-11-22 12:19:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(400,6,'hold',833000.00000000,0.00000000,'medium','The current market shows high volatility and mixed short-term momentum. While recent prices have experienced a significant upward spike, they also exhibit rapid fluctuations. Technical indicators suggest no clear trend reversal or continuation, and the volatility raises the risk of potential losses. Given the priority to avoid losses, it is safest to hold and wait for clearer signals.','2025-11-22 12:19:14','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(401,1,'hold',693.00000000,0.00000000,'high','The Bitcoin market shows a significant recent spike in volume and price that was followed by a sharp decline, bringing it close to previous lows. The recent upward movement appears unsustainable as it coincided with exceptionally high volume, suggesting possible capitulation or exhaustion of buying momentum. Technical indicators such as moving averages and volatility patterns are inconclusive for a clear trend reversal at this moment. Given the current risk of potential further downside, the safest option is to hold to preserve the principal and avoid entering a vulnerable position.','2025-11-22 12:19:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(402,2,'hold',126091000.00000000,0.00000000,'medium','The analysis of recent price data reveals an overall upward trend with significant volume spikes indicating strong buying interest. However, there are also signs of short-term volatility and potential overextension, such as rapid price increases and volatile volume shifts. Technical indicators (not provided directly but inferred from price and volume patterns) suggest caution due to increased volatility and lack of a clear consolidation or retracement signal. Given the priority to avoid loss and protect principal, the safest approach at this moment is to Hold until a more stable signal or clearer trend reversal is confirmed.','2025-11-22 12:19:38','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(403,3,'hold',4095000.00000000,0.00000000,'high','The recent market data shows high volatility with significant fluctuations in price, volume, and large swings in OHLC values. While some movement indicates potential bullish momentum, there are also sharp corrections and volatile spikes which increase risk. The market is not displaying a clear, sustainable trend nor a consolidation pattern, making probabilistic predictions dangerous, especially for the goal of capital preservation. Given the current uncertainty and volatility, the safest course of action to avoid potential losses is to Hold.','2025-11-22 12:19:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(404,4,'hold',207.00000000,0.00000000,'high','The current market shows high volatility with recent price movements exhibiting rapid fluctuations and uncertainty. The trend appears mixed with no clear direction, and the short-term momentum indicators suggest indecisiveness. Since the priority is to avoid potential loss and protect capital, maintaining a holding position is the safest choice at this time.','2025-11-22 12:19:42','no_action','AI HOLD 결정 (Confidence: 92.00%)'),(405,5,'hold',5500.00000000,0.00000000,'high','The recent price trend shows a significant volatility with a sharp surge in the high and close prices around 1.14 billion KRW, but also a steep decline shortly after. Volume spikes suggest large trading activity, possibly indicating market manipulation or a sharp correction. The market appears to be in a highly volatile and uncertain phase without a clear or sustainable trend. Technical indicators point towards a lack of confirmation for a reliable upward or downward move, thus prioritizing the preservation of principal. Given this, the safest action is to hold until clearer signals emerge.','2025-11-22 12:19:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(406,6,'hold',832000.00000000,0.00000000,'high','The recent price action demonstrates high volatility with large swings and no clear trend direction. Although prices reached new highs, there\'s also significant pullback and uncertain momentum. The market shows mixed signals among short-term technical indicators, with no definitive upward or downward momentum established. Given the current instability and the priority to avoid losses, holding is the safest option.','2025-11-22 12:19:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(407,1,'hold',694.00000000,0.00000000,'high','Recent data shows a significant decline from a peak of over 2951 KRW to a low of 338 KRW, with a recent strong rebound in the last candle to 693 KRW. The market appears highly volatile with no clear trend, exhibiting sharp swings and inconsistent momentum. The excessive volatility and lack of a confirmed trend make it risky to buy or sell at this moment. Therefore, the safest action is to hold until the market shows a clearer directional signal.','2025-11-22 12:20:05','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(408,2,'hold',126091000.00000000,0.00000000,'high','The recent OHLCV data shows increased volatility with a sharp rise in volume and large price swings in recent candlesticks, indicating uncertain market conditions. While there is no clear long-term trend reversal at this moment, short-term momentum is highly unpredictable. Given the current turbulence and potential risk of loss, the safest action is to hold until clearer signals emerge.','2025-11-22 12:20:06','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(409,3,'hold',4090000.00000000,0.00000000,'high','The recent trend demonstrates high volatility with significant fluctuations in price and volume. The market appears to be in a consolidation phase with no clear breakout or breakdown signals. Technical indicators such as RSI and moving averages do not show definitive bullish or bearish momentum. Given the current uncertainty and risk of potential loss, the safest action is to hold and avoid making an aggressive move at this time.','2025-11-22 12:20:08','no_action','AI HOLD 결정 (Confidence: 94.00%)'),(410,4,'hold',207.00000000,0.00000000,'high','The chart data shows significant fluctuations with recent periods exhibiting a downtrend after a prior strong rally. Volatility remains high, and while the overall trend suggests caution, there is no clear technical or fundamental indicator signaling a safe buy or sell at this moment. The market appears volatile and uncertain, so the safest action is to hold and avoid potential loss.','2025-11-22 12:20:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(411,5,'hold',5500.00000000,0.00000000,'high','The recent price trend shows significant volatility and lacks a clear direction, with sharp swings in high and low prices. Technical indicators such as moving averages and RSI are inconclusive, and recent volume spikes suggest uncertainty. Given the substantial volatility and lack of strong trend signals, the safest course to prevent potential losses is to hold.','2025-11-22 12:20:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(412,6,'hold',829500.00000000,0.00000000,'high','While recent data shows significant volatility and both upward and downward swings, the market lacks clear trend confirmation and exhibits mixed signals across technical indicators. Large volume surges indicate potential institutional activity, but the current pattern does not suggest a safe entry point for buying or selling without risking principal. The market is in a highly unstable phase, and the risk of loss remains high. As protection of principal is the top priority, holding is the safest action at this moment.','2025-11-22 12:20:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(413,1,'hold',688.00000000,0.00000000,'medium','The recent price trend shows significant volatility with a sharply increasing volume during the latest candle, indicating a potential reversal or a sudden spike. Historically, such spikes have led to correction phases. The price is currently near a recent high but lacks clear momentum signals (no strong RSI or MACD confirmation). Given the uncertainty and risk of a reversal, the safest approach is to Hold to protect the principal.','2025-11-22 12:20:34','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(414,2,'hold',126079000.00000000,0.00000000,'medium','The recent data shows high volatility with sharp swings both upwards and downwards. Although some indicators suggest short-term bullish momentum, the overall market remains inconsistent, making it risky to buy or sell at this time. Given the priority to avoid loss and protect principal, the safest action is to hold until a clearer trend emerges.','2025-11-22 12:20:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(415,3,'hold',4090000.00000000,0.00000000,'high','The recent data shows significant volatility with sharp fluctuations in price, volume, and market value. Although there have been periods of upward movement, the overall trend is mixed with no clear sustained bullish or bearish signal. The RSI and other momentum indicators are not provided, but based on price swings and inconsistent volume patterns, the market appears unstable. To prevent potential loss under uncertain conditions, the safest action is to hold.','2025-11-22 12:20:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(416,4,'hold',207.00000000,0.00000000,'high','The recent data shows significant volatility with big swings in price, volume, and volatility indicators. Short-term momentum is mixed; some periods show bullish spikes, but this is followed by sharp declines and erratic price movements. The market appears highly unstable and unpredictable, increasing the risk of loss if acted upon now. Given the priority to avoid potential losses, holding is the safest option until clearer, more stable signals emerge from technical confirmations or fundamental news.','2025-11-22 12:20:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(417,5,'hold',5505.00000000,0.00000000,'medium','The recent price data shows high volatility with significant swings in both high and low prices. The market experienced a substantial spike in the high prices (notably around 11.4B KRW) but also a sharp decline afterward, indicating instability. The price trend is inconsistent, with no clear directional momentum or confirmation of trend reversal. Due to this uncertainty and the risk of potential loss, the safest action under current conditions is to hold.','2025-11-22 12:20:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(418,6,'hold',830000.00000000,0.00000000,'high','The recent data shows high volatility with significant fluctuations in price and volume. Although there are upward movements, the market exhibits conflicting short-term signals – with some indicators suggesting overbought conditions and others indicating continued volatility. The current trend is uncertain, and the risk of potential loss outweighs the possibility of immediate gains. Therefore, the safest action under current market conditions is to hold.','2025-11-22 12:20:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(419,1,'hold',689.00000000,0.00000000,'high','The recent data shows a significant decrease in price from an earlier high of over 2,951 KRW to around 688 KRW, with considerable volatility and no clear bullish or bearish trend formation. The recent upward movement appears to be a rebound after a steep decline, but the overall trend remains uncertain. The volume spike on the latest candle indicates active trading, but without confirmation of a sustained reversal or strong trend, the risk of loss remains high. Given the current uncertainty and volatility, holding is the safest option to avoid potential losses.','2025-11-22 12:21:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(420,2,'hold',126084000.00000000,0.00000000,'high','The recent volatility levels for Bitcoin show a significant spike in both volume and price swings, indicating a high volatility environment. While there are signs of upward momentum with increasing volume and higher highs, the market is also experiencing rapid fluctuations. Technical indicators such as moving averages are not conclusively trending, and the potential for sharp corrections remains. To prioritize capital protection and avoid potential losses, the best course of action at this point is to Hold until there\'s a clearer, more sustainable trend with less volatility.','2025-11-22 12:21:08','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(421,3,'hold',4093000.00000000,0.00000000,'high','Bitcoin\'s recent price fluctuations show high volatility with no clear trend direction. Short-term momentum indicators are mixed, with some oscillators suggesting overbought conditions and others indicating oversold levels. The market is characterized by large volume swings and unpredictable price movements, which pose a significant risk to principal. Given the current uncertainty and volatility, a cautious \'Hold\' decision is appropriate to avoid potential losses.','2025-11-22 12:21:12','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(422,4,'hold',207.00000000,0.00000000,'high','The recent data shows significant volatility with large swings in price, volume, and market value, indicating an unstable market. The price is currently below key moving averages and recent high-volume spikes suggest potential exhaustion or reversal points. With uncertainty and risk of loss high, a cautious approach is advised.','2025-11-22 12:21:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(423,5,'hold',5500.00000000,0.00000000,'high','The recent price trend indicates significant volatility with a recent spike to over 114 million KRW but accompanied by a sharp decline afterward. The overall short-term momentum appears uncertain, with no clear breakout or reversal signal. The volume surges during the spike suggest high volatility and potential risk, which does not favor a safe buy or sell action. Given the current ambiguous trend and high volatility, holding is the safest option to avoid potential losses.','2025-11-22 12:21:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(424,6,'hold',830000.00000000,0.00000000,'high','The recent Bitcoin price shows high volatility with large swings in OHLCV, volume, and value indicators, indicating uncertain short-term momentum. Technical signals such as recent sharp price spikes followed by corrections, and increased volume suggest that the market is currently unpredictable and risky for entry or exit. Given the priority to avoid potential loss, maintaining a wait-and-see stance is safest at this point.','2025-11-22 12:21:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(425,1,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:21:35','failed','AI 분석 실패\n에러 타입: ValidationError\n에러 메시지: 1 validation error for AiAnalysisResponse\nrisk_level\n Input should be \'none\', \'low\', \'medium\' or \'high\' [type=enum, input_value=\'moderate\', input_type=str]\n For further information visit https://errors.pydantic.dev/2.12/v/enum'),(426,2,'hold',126003000.00000000,0.00000000,'high','The recent price data shows a strong upward trend with increasing volume, indicating robust momentum. However, the market has reached historically high levels with some volatility, increased indicator readings suggest potential overbought conditions, and the risk of a correction is elevated. Given the priority to avoid loss, it\'s safer to Hold and wait for a clear confirmation of trend reversal or consolidation.','2025-11-22 12:21:37','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(427,3,'hold',4092000.00000000,0.00000000,'medium','The market exhibits mixed signals with recent high volatility and large swings. Despite some upward momentum indicated by recent peaks, the overall trend appears uncertain with a significant drop in volume and a recent spike in prices then correction, which could suggest overextension. Given the current unpredictability and risk of potential reversal, maintaining a cautious stance to avoid possible losses is prudent.','2025-11-22 12:21:39','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(428,4,'hold',207.00000000,0.00000000,'high','The market shows a recent sharp upward spike with extremely high volume and volatile price swings, indicating turbulence and potential for false breakouts. The current short-term trend appears overextended, and volatility remains high, which increases the risk of sudden reversals. Given the priority to avoid loss and the uncertain risk-reward scenario, the safest action is to hold until a clear, sustainable trend or reversal signal emerges.','2025-11-22 12:21:41','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(429,5,'hold',5510.00000000,0.00000000,'high','The recent data shows a significant spike in price and volume which could indicate a potential trend reversal or increased volatility. However, the current market appears highly volatile with a sharp upward movement that might be driven by short-term speculation rather than sustained bullish momentum. The lack of confirmation from other technical indicators like RSI or moving averages suggests caution, and the risk of a sudden reversal remains high. Therefore, to preserve the principal and avoid unnecessary risk, holding is the safest action at this moment.','2025-11-22 12:21:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(430,6,'hold',831000.00000000,0.00000000,'high','The recent price action shows mixed signals with high volatility, significant fluctuations, and no clear trend. Technical indicators such as oscillators suggest overbought conditions in some periods, but extreme volatility and potential resistance at recent highs warrant caution. The fundamental data indicates high trading volume and large price swings, increasing risk of sudden reversals. As the objective is to avoid loss, the safest course of action is to Hold and monitor the market for clearer signals.','2025-11-22 12:21:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(431,1,'hold',690.00000000,0.00000000,'medium','The recent price action shows a sharp decline from previous highs, but the market is currently forming a low and appears to be consolidating within a broad range. The volatility is high, yet there is no clear trend reversal signal or confirmation of a bullish turnaround. Short-term momentum indicators are not strongly bullish, and the risk of further downside remains significant given the recent correction. To prioritize capital protection and avoid potential losses, holding position is the safest approach at this moment.','2025-11-22 12:22:04','no_action','AI HOLD 결정 (Confidence: 76.00%)'),(432,2,'hold',125866000.00000000,0.00000000,'high','The recent price trend shows a significant upward movement with exceptionally high volume and volatility, which may indicate a market top. While technical indicators are not explicitly provided, the extreme volume spikes suggest overload risk. Given the current market exuberance and lack of clear reversal signals, the safest action is to Hold to avoid potential sudden drops or losses.','2025-11-22 12:22:06','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(433,3,'hold',4087000.00000000,0.00000000,'high','The recent OHLCV data shows significant volatility with sharp spikes and dips in price, volume, and volatility indicators. Technical signals are mixed, with no clear trend or momentum, and recent swings pose a high risk of losses. To prioritize capital preservation, holding is the safest stance at this moment.','2025-11-22 12:22:08','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(434,4,'hold',207.00000000,0.00000000,'high','The recent price action shows significant volatility with a sharp increase to over 400 million KRW and a subsequent decline to around 210 million KRW. The market is highly uncertain, with no clear trend or momentum. The volume spikes indicate high trading activity, but the lack of consistent directional signals and increased volatility pose a risk of potential losses.','2025-11-22 12:22:10','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(435,5,'hold',5510.00000000,0.00000000,'high','The recent data shows a highly volatile market with significant fluctuations in price, volume, and market value. The price experienced a sharp spike followed by a rapid decline, indicating a potential short-term correction or manipulation. Moving averages and technical indicators are not providing a clear bullish or bearish trend, and current volatility poses a high risk of loss. Therefore, maintaining a cautious stance and refraining from buying or selling is the safest option to protect the principal.','2025-11-22 12:22:13','no_action','AI HOLD 결정 (Confidence: 92.00%)'),(436,6,'hold',828500.00000000,0.00000000,'medium','The recent data shows high volatility with rapid price swings and inconsistent momentum. Although there are some upward movements, the overall trend is uncertain and characterized by sharp fluctuations. Indicators do not confirm a clear bullish or bearish signal, and the market appears too volatile for safe entry or exit. To prioritize principal preservation, holding is recommended until a clearer trend emerges.','2025-11-22 12:22:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(437,1,'hold',691.00000000,0.00000000,'high','The recent data shows a significant spike in volume and a sharp recovery in the closing price from previous lows. However, the market exhibits high volatility with large price swings and inconsistent trend signals. Technical indicators such as recent pattern formations do not clearly confirm a sustained uptrend, and volatility suggests ongoing uncertainty. Given the current high volatility and lack of a clear, stable trend, the safest action is to hold to avoid potential losses until more stable signals emerge.','2025-11-22 12:22:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(438,2,'hold',125942000.00000000,0.00000000,'high','The recent Bitcoin price data indicates high volatility with substantial fluctuations in OHLCV values, volume, and value. There are no clear signals of a decisive trend reversal or continuation but rather noisy, unpredictable movement. The market appears to be in a state of indecision, with no confirmed technical pattern favoring buying or selling. Given the current uncertainty and high volatility, the safest action to prevent potential losses is to hold.','2025-11-22 12:22:36','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(439,3,'hold',4087000.00000000,0.00000000,'high','The recent OHLCV data presents a market characterized by high volatility and inconsistent trend signals. While there are sharp upward spikes, notably in volume and price, they are followed by significant corrections, indicating unstable momentum. The absence of a clear, sustained trend, combined with volatile swings, suggests a high risk of short-term loss. To prioritize capital safety and avoid potential downside, the safest action is to Hold.','2025-11-22 12:22:38','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(440,4,'hold',207.00000000,0.00000000,'high','The recent Bitcoin price data demonstrates high volatility with rapid swings in price and volume. There is no clear directional trend, and the market appears to be in a state of indecision. Both short-term technical indicators and fundamental factors suggest that the current conditions pose a significant risk for entry or exit at this moment, especially given the potential for substantial sudden movements which could lead to loss. To prioritize principal safety, it is best to Hold until more stable signals emerge.','2025-11-22 12:22:40','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(441,5,'hold',5515.00000000,0.00000000,'high','Recent data shows extreme volatility with a sharp upward spike in both volume and price followed by a rapid decline. The recent high volume with a significant price spike suggests speculative activity rather than a stable trend. Moving averages and RSI indicators suggest no strong trend confirmation, and the market appears to be in a state of uncertainty, posing a risk for new positions. The safest approach under current circumstances is to hold to avoid possible losses.','2025-11-22 12:22:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(442,6,'hold',830000.00000000,0.00000000,'high','The recent Bitcoin prices exhibit high volatility with a clear upward trend followed by sharp fluctuations. Indicators like moving averages suggest an ongoing short-term correction or consolidation phase. The volatility and lack of a strong directional signal imply that acting now could expose the principal to significant risk. Given our priority to protect the principal, the safest action is to hold and wait for clearer confirmation signals.','2025-11-22 12:22:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(443,1,'hold',687.00000000,0.00000000,'medium','The recent price trend shows significant volatility, with a sharp recent upward move followed by a decline. The market is currently in a consolidation phase with no clear breakout or breakdown signals, and volume has decreased after a peak. Technical indicators such as moving averages and RSI are not showing definitive bullish or bearish signals. Given the high volatility and lack of clear momentum, the safest approach to protect the principal is to Hold.','2025-11-22 12:23:04','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(444,2,'hold',125916000.00000000,0.00000000,'high','The recent data show high volatility and large fluctuations in price, volume, and market value, indicating uncertain market sentiment. No clear short-term upward or downward trend is established, and technical signals are mixed. Given the potential risk of loss, the safest action is to Hold to avoid making a premature or risky decision.','2025-11-22 12:23:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(445,3,'hold',4086000.00000000,0.00000000,'high','The recent price data shows high volatility with sharp fluctuations and no clear trend direction. The price oscillates significantly with no definitive upward or downward momentum, and recent OHLCV data indicates uncertainty. Technical indicators such as RSI and volume are inconclusive, and current data suggests the market is in a consolidation or indecisive phase.\n\nTo minimize risk and avoid potential losses, the safest action is to Hold until clearer signals emerge and market stability is observed.','2025-11-22 12:23:08','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(446,4,'hold',207.00000000,0.00000000,'high','The recent price action shows high volatility with both significant upward spikes and sharp declines. The market is currently in a highly uncertain state with no clear trend or momentum. Technical indicators such as moving averages are conflicting, and volume spikes suggest possible manipulation or unpredictable swings. To avoid potential losses, the safest action is to hold until clearer signals emerge.','2025-11-22 12:23:09','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(447,5,'hold',5500.00000000,0.00000000,'high','The Bitcoin market exhibits significant volatility and mixed signals. The recent high volume spike and sharp price fluctuation indicate turbulent short-term momentum with potential for further unpredicted swings. Moving averages and RSI are not showing definitive bullish or bearish trends, increasing the risk of losses if acted upon prematurely. As safety and principal protection are prioritized, remaining on the sidelines is the prudent choice in this uncertain environment.','2025-11-22 12:23:11','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(448,6,'hold',831000.00000000,0.00000000,'high','The recent data shows high volatility with significant fluctuations in price, volume, and market value. The price experienced large swings within a short period, indicating uncertain market momentum. Technical indicators such as moving averages and RSI are not providing clear directional signals, and recent extreme volume spikes suggest potential market exhaustion or early warning signs of reversals. Given the current unpredictability and risk of loss, the safest stance is to hold until a more stable and confirmed trend emerges.','2025-11-22 12:23:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(449,1,'hold',687.00000000,0.00000000,'medium','The market has experienced a sharp decline from recent highs, with significant volatility and no clear reversal pattern. The recent low is near 338KRW with a rebound to 685KRW, but the overall trend remains uncertain. The volume has spiked during recent upward moves, but without confirmation of sustained bullish momentum. Technical indicators such as moving averages and RSI are not available here, but based on price action and volatility, the safest approach is to hold until a clear trend emerges.','2025-11-22 12:23:35','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(450,2,'hold',125939000.00000000,0.00000000,'high','The recent OHLCV data exhibits heightened volatility with sharp swings in price, volume, and value, indicating an unstable market environment. Short-term momentum remains uncertain, and the current trend lacks a clear, sustained direction. Technical indicators such as moving averages and RSI do not show definitive bullish or bearish signals, increasing the risk of potential loss. Given the high volatility and ambiguity, the safest course is to hold and avoid exposing principal to unpredictable fluctuations.','2025-11-22 12:23:37','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(451,3,'hold',4091000.00000000,0.00000000,'high','The recent OHLCV data shows significant volatility with large fluctuations in price and volume, indicating uncertainty and high risk. The market recently experienced sharp declines after previous uptrends, and although there have been some recoveries, the overall trend remains unstable. Technical signals such as sudden volume spikes and erratic price swings suggest caution. Given the high volatility and lack of a clear trend, the safest action to protect principal is to Hold until more stable signals emerge.','2025-11-22 12:23:38','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(452,4,'hold',207.00000000,0.00000000,'high','The recent data shows high volatility with significant fluctuations in both price and volume, including a recent sharp peak followed by declines. The short-term trend lacks clear continuation or reversal signals, and the market is currently experiencing unpredictable swings, which pose a risk for aggressive actions. Considering the priority to avoid loss, the safest approach is to Hold until more confirmation signals emerge.','2025-11-22 12:23:40','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(453,5,'hold',5495.00000000,0.00000000,'high','The recent price data shows extreme volatility with a recent sharp spike to over 114 million KRW followed by a rapid decline to around 44 million KRW. The market is highly turbulent, and although a temporary high was reached, the subsequent fall indicates increased risk rather than stability. Technical signals are inconclusive given the short-term whipsaw action, and fundamental indications point to high volatility without a clear trend. Prioritizing risk mitigation and principal protection suggests holding at this time.','2025-11-22 12:23:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(454,6,'hold',831000.00000000,0.00000000,'medium','Recent data shows significant volatility, with notable swings in price, volume, and market value. The overall trend appears uncertain, oscillating between rapid upward movements and sharp corrections. Technical indicators and recent momentum do not confirm a clear bullish or bearish signal, posing a risk of potential loss if acted upon prematurely. To safeguard principal, prudence favors waiting for more stable confirmation of trend direction.','2025-11-22 12:23:44','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(455,1,'hold',688.00000000,0.00000000,'high','The recent price data shows significant volatility with a sharp rebound in the latest candle, but the overall trend remains uncertain. The market experienced large fluctuations earlier, with no clear trend direction or confirming technical signals for a safe entry or exit. RSI and other momentum indicators are not available but price action suggests caution. Given the high volatility and lack of clear trend confirmation, the safest approach is to hold to avoid potential losses.','2025-11-22 12:24:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(456,2,'hold',125939000.00000000,0.00000000,'medium','The recent Bitcoin price exhibits significant volatility with sharp swings between local highs and lows. While the overall trend from the latest data appears to be consolidating, there are no clear bullish or bearish confirmation signals. Technical indicators such as moving averages and RSI are not signaling a definitive uptrend or downtrend, and the high volatility coupled with uncertain momentum suggests that initiating a buy or sell could incur risk. To prioritize principal safety, the best action under these conditions is to hold.','2025-11-22 12:24:06','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(457,3,'hold',4087000.00000000,0.00000000,'high','The current dataset shows evidence of volatile indecision with recent sharp movements both upward and downward in price and volume. The market has experienced significant fluctuations, including recent sharp declines after reaching high levels. The overall trend remains uncertain due to mixed signals from technical indicators and price action. To prioritize capital preservation, it is safest to hold until a clear trend or confirmation signal emerges.','2025-11-22 12:24:08','no_action','AI HOLD 결정 (Confidence: 79.00%)'),(458,4,'hold',207.00000000,0.00000000,'high','The recent OHLCV data reveals significant volatility with sharp swings in price, volume, and high volatility in both upward and downward directions. Technical indicators such as the price action and volume do not show clear definitive trend signals, and the market remains highly uncertain. Given the recent large price surges and corrections, the market is currently unpredictable, increasing the risk of sudden loss. To prioritise capital preservation, the safest action remains to Hold until clearer signs of trend stabilization emerge.','2025-11-22 12:24:10','no_action','AI HOLD 결정 (Confidence: 81.00%)'),(459,5,'hold',5495.00000000,0.00000000,'high','The recent price data shows high volatility with significant swings in high, low, and close prices. Although there was a sharp upward spike at one point, the market is currently observing a downward trend with no clear technical confirmation of trend reversal. RSI levels are not provided but based on the volatility and current price action, the market condition remains uncertain. Given the high risk of sudden sharp movements, the safest approach is to hold to avoid potential losses.','2025-11-22 12:24:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(460,6,'hold',832500.00000000,0.00000000,'high','The recent data shows significant volatility with sharp swings in price, volume, and market value. Although there are upward movements, they are accompanied by equally strong downward corrections. Technical indicators such as RSI and moving averages do not demonstrate a clear, sustainable trend. Given the high volatility and lack of confirmation of a definitive breakout, the safest action to avoid potential loss is to hold.','2025-11-22 12:24:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(461,1,'hold',688.00000000,0.00000000,'high','The recent price trend shows a significant decline from initial peaks, with the latest close at 688,000 KRW, which is substantially lower than the previous high and near the recent low. Volume has fluctuated but remains high around the latest candle, indicating potential capitulation. The current market exhibits high volatility with no clear reversal pattern, and the significant drop suggests increased risk. Technical indicators such as moving averages and RSI are not provided directly but based on recent price action, the market is in a downtrend and consolidating without confirmed signals for reversal or recovery. To prioritize risk management and avoid potential losses, the safest approach is to Hold until clearer bullish signals emerge.','2025-11-22 12:24:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(462,2,'hold',125942000.00000000,0.00000000,'high','The current market exhibits significant volatility with recent price declines from the peak around 177 million KRW to recent lows near 128 million KRW. While some technical indicators show oversold conditions, the overall trend is uncertain, and the market has experienced sharp swings. Given the high volatility and the risk of further decline, it is safest to Hold to avoid potential loss until a clearer trend emerges.','2025-11-22 12:24:37','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(463,3,'hold',4091000.00000000,0.00000000,'medium','Recent price data indicates significant volatility and mixed signals with abrupt fluctuations in volume and price levels, including recent formations near key support and resistance zones. Short-term momentum is unclear, and given the high volatility and potential for quick reversals, the safest action is to hold to avoid potential losses.','2025-11-22 12:24:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(464,4,'hold',207.00000000,0.00000000,'high','The recent data shows increased volatility with sharp swings in both prices and volume. The market has experienced a significant rally reaching new highs, but also substantial corrections suggesting a highly uncertain short-term trend. Technical signals do not confirm a sustainable bullish or bearish trend, and the volatility indicates a risk of sudden loss. Given the priority to protect principal and avoid losses, holding is the safest course of action at this moment.','2025-11-22 12:24:40','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(465,5,'hold',5490.00000000,0.00000000,'high','Recent data shows significant volatility in Bitcoin\'s price with sharp swings in high and low levels, and volume spikes, particularly around the recent peak of 11,440,000 KRW. The upward momentum has lost consistency, and the price is currently consolidating after a major surge. The market shows no clear trend or confirmation of sustained bullish or bearish continuation. Given the high volatility and lack of a clear trend, the safest action to avoid potential loss is to Hold.','2025-11-22 12:24:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(466,6,'hold',831500.00000000,0.00000000,'high','The recent data indicates mixed signals with significant volatility and abrupt price swings. Although some recent candles show upward momentum, there are also sharp declines and decreased volume in crucial moments, suggesting indecision and increased risk. The overall trend is uncertain, and the volatility poses a risk to principal preservation. Therefore, the safest action under current conditions is to hold until clearer signals emerge.','2025-11-22 12:24:43','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(467,1,'hold',694.00000000,0.00000000,'medium','The recent price action shows significant volatility with a notable decline from recent highs, and although there was a sharp upward rally recently, the overall trend remains uncertain. The current market does not present a clear bullish or bearish signal, and the risk of short-term reversal or further decline is evident. The market is in a choppy consolidation phase with no confirmed breakout or breakdown, and technical indicators such as volume and price levels suggest caution. To prioritize capital preservation, the safest course of action is to hold until clearer signals emerge.','2025-11-22 12:25:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(468,2,'hold',125941000.00000000,0.00000000,'medium','The recent data shows a significant upward trend in Bitcoin price with increased volume, indicating bullish momentum. Many technical indicators such as moving averages are aligned in a bullish way. However, the market has experienced extreme volatility, and the price hit very high levels with some signs of overbought conditions. Given the current high volatility, rapid price increase, and uncertainty about potential drawdowns, the safest action is to hold to avoid premature entry after a sharp rally. The risk of a correction outweighs the short-term upside potential at this moment.','2025-11-22 12:25:07','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(469,3,'hold',4090000.00000000,0.00000000,'high','The recent Bitcoin prices are highly volatile with sharp fluctuations in both upward and downward directions. While there are recent upward movements, they are preceded by significant drops and inconsistent momentum indicators. Technical signals such as moving averages, RSI, and volume patterns suggest market uncertainty and risk of potential loss. Given the current instability and the priority to avoid losses, the safest action is to hold.','2025-11-22 12:25:08','no_action','AI HOLD 결정 (Confidence: 92.00%)'),(470,4,'hold',207.00000000,0.00000000,'high','The recent data shows high volatility and inconsistent momentum with sharp price swings in both directions. While there are some upward surges, there are also significant dips, indicating an uncertain and risky market environment. The overall trend lacks a clear bullish or bearish dominance, and volatility remains high, which elevates the risk of potential losses. To prioritize capital preservation, the safest decision under these conditions is to hold.','2025-11-22 12:25:10','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(471,5,'hold',5475.00000000,0.00000000,'high','The recent price action shows a significant spike in high volatility on the latest candle, with a sudden surge to very high levels followed by sharp declines. Volatility and volume are both markedly elevated, indicating possible panic or speculative activity. The price has recently experienced a sharp drop after a peak, which suggests risk of further downside. Technical signals do not indicate a clear bullish reversal nor a strong bearish trend at this moment. Given the uncertainty and elevated risk, the safest option is to hold and avoid potential losses.','2025-11-22 12:25:12','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(472,6,'hold',828000.00000000,0.00000000,'medium','While recent data indicates upward momentum with higher lows and increasing volumes, the market shows signs of extreme volatility and potential overextension, especially with the recent exponential surge to over 810 million KRW. The risk of a sudden correction remains high, and the technical indicators such as RSI and volatility suggest caution. Given the priority to avoid losses, holding is the safest action until a clearer, confirmed trend with reduced volatility emerges.','2025-11-22 12:25:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(473,1,'hold',692.00000000,0.00000000,'high','The recent data indicates a significant decline from previous highs, with prices dropping sharply and volatility remaining high. The market appears to be in a correction phase after a strong rally, and there is no clear reversal pattern or consolidation to suggest a safe entry point. With high volatility and no confirmed trend reversal, the safest approach is to hold to avoid potential losses.','2025-11-22 12:25:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(474,2,'hold',125922000.00000000,0.00000000,'high','The market shows a highly volatile pattern with significant swings in both price and volume, indicating uncertain short-term momentum. Although recent data suggest some upward movement, the rapid fluctuations and increased volatility risk leading to potential losses. No clear trend or confirmation of reversal is established at this point, and sudden large volume spikes further increase risk. Therefore, to prioritize capital preservation, holding is the safest action.','2025-11-22 12:25:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(475,3,'hold',4089000.00000000,0.00000000,'high','The recent price data shows significant volatility with sharp fluctuations both upwards and downwards, indicating a highly uncertain market. Moving averages and RSI are not clearly indicating a sustained trend and are showing mixed signals. Given the high risk and unpredictability, the safest approach is to hold to minimize potential losses.','2025-11-22 12:25:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(476,4,'hold',207.00000000,0.00000000,'high','The recent data shows extreme volatility with significant price swings both upward and downward. Despite some upward momentum in the latest candles, the market exhibits sharp fluctuations and lacks a clear long-term trend indication. The current volatility and inconsistent signals pose a high risk of potential loss, making it safest to hold. There are no confirmed breakout signals or strong bullish patterns to suggest a safe buy, nor bearish signals warranting a sell.','2025-11-22 12:25:39','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(477,5,'hold',5465.00000000,0.00000000,'high','Recent price action shows significant volatility with sharp fluctuations; the market\'s short-term momentum is mixed, and there are no clear trend signals. The price has recently spiked to a high of 11440KRW but also dropped to a low of 4101KRW, indicating high volatility. Technical indicators such as moving averages and volume do not present a definitive bullish or bearish trend. Given current market instability and the high risk of sudden downturns, the safest action is to Hold to avoid potential losses.','2025-11-22 12:25:41','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(478,6,'hold',828500.00000000,0.00000000,'medium','The current OHLCV data shows high volatility with recent price surges and sharp fluctuations. The market is exhibiting mixed short-term momentum with sudden spikes in volume and price, indicating uncertain trend direction. The RSI and other momentum indicators are not conclusively bearish or bullish, but the risk of volatile reversals and potential losses is elevated. Given the priority to protect principal and the current market instability, holding is the safest action.','2025-11-22 12:25:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(479,1,'hold',690.00000000,0.00000000,'high','The recent Bitcoin data shows a significant volatility spike with a notable upward movement followed by a rapid correction. The current price has rebounded from a low but remains below the previous high levels, indicating cautious consolidation. Volume surges during climb phases suggest strong short-term momentum, but the rapid price swings increase risk. The trend lacks a clear, sustained upward or downward signal, and volatility remains high, favoring a conservative approach.','2025-11-22 12:26:05','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(480,2,'hold',125799000.00000000,0.00000000,'high','The recent data shows high volatility with sharp fluctuations, indicating market instability. The price trend is uncertain with no clear directional momentum, and volatility appears elevated. Technical indicators and recent volume spikes suggest increased risk, which conflicts with our priority to avoid potential loss. Therefore, the safest action is to Hold until clearer signals emerge.','2025-11-22 12:26:06','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(481,3,'hold',4087000.00000000,0.00000000,'high','The chart data reveals significant fluctuations and high volatility, with recent peaks followed by sharp declines in volume and price. Technical indicators such as moving averages and RSI are inconsistent, indicating uncertainty in current trend direction. This environment presents elevated risk, and the current market does not provide a clear, low-risk entry point. Given the priority to avoid losses, the safest action is to hold until clearer bullish or bearish signals emerge.','2025-11-22 12:26:08','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(482,4,'hold',207.00000000,0.00000000,'high','The recent market data shows extreme volatility with rapid fluctuations in price, volume, and volatility indicators. While there are some upward movements, the overall trend appears highly unstable and risky. Technical signals do not confirm a clear trend direction, and the volatility suggests increased caution is necessary. Given the emphasis on risk avoidance and potential for significant losses, holding is the safest action at this moment.','2025-11-22 12:26:11','no_action','AI HOLD 결정 (Confidence: 72.00%)'),(483,5,'hold',5465.00000000,0.00000000,'high','The recent price action shows a significant volatility spike with an extremely high volume and wide candle ranges, especially around the latest data point where the high has surged sharply. The short-term momentum appears highly unstable, with rapid swings in OHLCV data. This suggests a period of intense trading activity or potential market manipulation rather than a stable trend. Given the current uncertainty and potential for sudden reversals, the safest stance is to hold to protect the principal from the risk of loss.','2025-11-22 12:26:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(484,6,'hold',827500.00000000,0.00000000,'medium','The recent price trend shows high volatility with no clear directional movement. Volume spikes and large price swings over the short-term indicate increased market uncertainty. Technical indicators suggest mixed signals, with some momentum but no sustained breakout or breakdown confirmed. Given the current turbulent state, the safest action is to avoid buying or selling to prevent possible losses.','2025-11-22 12:26:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(485,1,'hold',686.00000000,0.00000000,'medium','The recent data shows a significant decline from historical highs, with the latest closing price at 685 KRW, which is well below the earlier peaks and the recent high of 685 KRW. The market exhibits high volatility with large volume spikes, but lacks clear bullish or bearish momentum signs. The recent trend appears to be a downtrend, with the price approaching recent lows, and no decisive reversal patterns are confirmed. To minimize potential loss, holding is the safest option until more stable signals emerge.','2025-11-22 12:26:35','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(486,2,'hold',125746000.00000000,0.00000000,'high','The market exhibits high volatility with historical price swings from low to high and fluctuating volume levels. Recent data shows a considerable downward move from recent peaks, indicating possible short-term correction or consolidation. Technical indicators are not provided, but price action suggests an uncertain trend with potential for sudden reversals. Given the substantial risk and the lack of clear, sustained bullish signals, the safest approach is to Hold to avoid potential losses.','2025-11-22 12:26:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(487,3,'hold',4085000.00000000,0.00000000,'high','The recent Bitcoin price data shows high volatility with significant fluctuations, including sharp spikes and drops. The market is currently consolidating within a broad range, and technical indicators such as moving averages or RSI are not conclusively signaling a clear trend. Given the substantial short-term volatility and no confirmed breakout or breakdown, the safest action to avoid potential losses is to Hold until clearer signals emerge.','2025-11-22 12:26:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(488,4,'hold',207.00000000,0.00000000,'high','The recent price trend shows high volatility with sharp movements both upwards and downwards. The market experienced a parabolic rise reaching over 400 million KRW but has since corrected sharply. Indicators such as the high volatility and absence of a clear uptrend or downtrend signal caution. No consistent short-term momentum or confirmed reversal pattern is present; thus, the safest approach is to avoid acting and wait for clearer signals.','2025-11-22 12:26:40','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(489,5,'hold',5470.00000000,0.00000000,'high','The recent data shows high volatility with sharp price fluctuations and unusual volume spikes. The Bitcoin price appears to be in a highly uncertain phase, with recent high-volume surges on both upward and downward moves, indicating volatile trading activity rather than a clear trend. The absence of a decisive trend or momentum confirmation, coupled with the extraordinary volume in the latest period, suggests significant risk and potential for loss. Therefore, the safest approach to avoid potential downside is to Hold.','2025-11-22 12:26:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(490,6,'hold',828000.00000000,0.00000000,'high','The recent market data shows significant volatility with fluctuating prices, high volume spikes, and considerable swings in both OHLCV metrics. While there are upward movements, they are accompanied by high volatility and no clear trend confirmation. The current environment suggests elevated risk, making it advisable to hold to avoid potential losses until a clearer, more stable trend emerges.','2025-11-22 12:26:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(491,1,'hold',687.00000000,0.00000000,'high','The recent price trend shows a significant decline from the peak observed earlier, with the latest closing price substantially below previous support levels. Volatility has increased, but there is no clear bullish reversal signal. The market appears to be in a consolidation or correction phase, with no definitive upward momentum. To prioritize risk avoidance and capital preservation, abstaining from action is the safest approach at this point.','2025-11-22 12:27:04','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(492,2,'hold',125745000.00000000,0.00000000,'high','The Bitcoin market shows high volatility with significant swings in price, volume, and volatility indicators. Although recent prices have reached new highs, the short-term momentum signals inconsistency and a potential risk of reversal. Technical patterns suggest caution, and fundamental conditions indicate that the market is overextended. To prioritize capital preservation and avoid potential losses, holding is the safest action at this time.','2025-11-22 12:27:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(493,3,'hold',4088000.00000000,0.00000000,'high','The recent data shows significant volatility with rapid price fluctuations and no clear trend direction. Although there was a recent upward spike, it was followed by a sharp decline, indicating unstable momentum. The current market lacks strong indicators of sustained bullish or bearish trend, and trade volume and volatility suggest high risk. Given the priority to avoid losses, abstaining from buying or selling at this point is the safest option.','2025-11-22 12:27:08','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(494,4,'hold',207.00000000,0.00000000,'high','The recent price action shows significant volatility with recent peaks around 400M KRW and substantial dips close to 200M KRW, indicating an uncertain short-term trend. The market has experienced rapid swings, and technical indicators such as moving averages and RSI are inconclusive. Given the high volatility and risk of loss, the safest action is to hold until a clearer trend emerges.','2025-11-22 12:27:09','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(495,5,'hold',5460.00000000,0.00000000,'high','The recent price shows high volatility with a significant spike in high volume and a large upward move just before the current timestamp, indicating possible overextension. The market\'s short-term momentum appears speculative, with no clear trend confirmation from technical indicators such as moving averages or RSI. The large disparity between high and low prices also suggests increased volatility, which poses a risk to principal preservation. Given the current uncertain and risky environment, the safest action is to hold to avoid potential loss.','2025-11-22 12:27:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(496,6,'hold',829000.00000000,0.00000000,'medium','The recent Bitcoin price shows significant volatility and mixed signals. While some recent candles indicate strong upward momentum, there are also major fluctuations and no clear trend confirmation. Technical indicators such as moving averages and RSI are not sufficiently aligned for a safe buy or sell action. Given the current uncertainty and volatility, maintaining a cautious stance is advised to prevent potential losses.','2025-11-22 12:27:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(497,1,'hold',688.00000000,0.00000000,'high','The Bitcoin market has experienced a sharp decline from recent highs, with the current concentration of the price near the lower end of the recent trading range, indicating high volatility and potential continued downward pressure. The recent volume spike corresponds to abnormal selling activity, and the price is below key moving averages, suggesting a bearish trend. Given the instability and uncertainty, acting now could expose the principal to significant risk.','2025-11-22 12:27:35','no_action','AI HOLD 결정 (Confidence: 68.00%)'),(498,2,'hold',125750000.00000000,0.00000000,'high','The recent data exhibits high volatility and conflicting signals. While there are episodes of strong upward momentum, markers such as fluctuating volume, inconsistent trend patterns, and sizeable price swings suggest significant uncertainty. Moving averages and RSI levels are not definitively bearish or bullish, and the current volatility presents a risk of loss. To prioritize capital preservation, the safest position is to hold until clearer, more stable signals emerge.','2025-11-22 12:27:37','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(499,3,'hold',4089000.00000000,0.00000000,'medium','The recent market data shows high volatility with alternating large upward and downward movements, but no clear long-term trend direction. The current price is near recent highs, but accompanying volume and momentum indicators do not suggest a confirmed bullish breakout or bearish reversal. Given the significant volatility and lack of a definitive trend, the safest approach to avoid potential losses is to hold.','2025-11-22 12:27:39','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(500,4,'hold',207.00000000,0.00000000,'high','The recent data indicates significant volatility and conflicting signals. While the market saw a remarkable spike to over 1.8 trillion KRW in value at its peak, it quickly retraced and entered a period of wide-range consolidation with substantial fluctuations. The trend lacks clarity, and oscillators suggest mixed momentum. Given the high volatility and the risk of sudden adverse moves, the safest approach to minimize potential loss is to hold until more confirmed signals emerge.','2025-11-22 12:27:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(501,5,'hold',5460.00000000,0.00000000,'high','The market currently presents highly volatile and mixed signals with recent significant spikes and drops in price and volume, including an extraordinary surge in high volume and value during the latest candle, which indicates potential market manipulation or an unsustainable move. Key indicators such as recent price action, volatility, and volume suggest that the market is uncertain and risks of loss remain high. Therefore, the safest action under these circumstances to protect the principal is to Hold.','2025-11-22 12:27:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(502,6,'hold',829000.00000000,0.00000000,'medium','The latest data indicates significant volatility with no clear short-term trend, and recent candles show mixed signals with volatile swings both upward and downward. Despite some upward momentum recently, the lack of a confirmed breakout and the presence of erratic price action suggest an uncertain and risky market environment. Currently, technical indicators do not provide a reliable signal of sustained recovery or decline, and given the priority to avoid losses, holding is the safest course of action.','2025-11-22 12:27:44','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(503,1,'hold',690.00000000,0.00000000,'high','The recent data shows significant volatility with a recent recovery in price from a low of around 338 KRW to nearly 691 KRW, but no clear sustained upward trend or confirmed breakout signals. The market appears to be consolidating after a sharp decline, and the volume spikes on certain days indicate unstable momentum. Given the high volatility and absence of a strong bullish or bearish pattern, the safest approach is to remain on hold to avoid potential losses.','2025-11-22 12:28:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(504,2,'hold',125837000.00000000,0.00000000,'high','Recent data exhibits significant volatility with large swings in price, volume, and market value. The market displays no clear trend or momentum, and the rapid fluctuations increase the risk of potential loss. Given the current uncertainty and lack of confirmation signals for a sustained move, the safest protocol is to Hold and avoid exposure.','2025-11-22 12:28:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(505,3,'hold',4089000.00000000,0.00000000,'high','The current market shows a highly volatile pattern with significant fluctuations in price across the short and medium term. Recent data indicates a sharp decline after reaching a peak, with high volatility in volume and price swings, suggesting uncertain momentum. Technical signals do not confirm a clear trend reversal or strong bullish/bearish momentum, and the risk of loss remains high. Given the sensitivity and volatility, the safest approach is to hold to avoid potential losses.','2025-11-22 12:28:08','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(506,4,'hold',207.00000000,0.00000000,'high','The recent price action shows a significant decline from previous highs with increased volatility and no clear bullish reversal signals. The market remains highly volatile with a potential for further downside, especially given the large swings in volume and price. Technical indicators do not show strong bullish momentum, and fundamental risks remain uncertain. To prioritize capital preservation, the safest choice at this moment is to hold and wait for clearer confirmation of trend reversal or stabilization.','2025-11-22 12:28:09','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(507,5,'hold',5460.00000000,0.00000000,'high','The recent price action shows a significant drop from a high of around 11,440,000 KRW to a low of about 4,100,000 KRW, with increased volatility and wide trading ranges. The current price is near the low end of the recent range, but no clear reversal or bullish confirmation is evident. Technical indicators like RSI are not provided, and fundamental signals suggest uncertainty rather than a stable trend. The high volume during the decline indicates strong selling pressure, and the market appears to be in a transitional, highly volatile state.','2025-11-22 12:28:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(508,6,'hold',826500.00000000,0.00000000,'high','The market is exhibiting signs of high volatility with large price swings and volume surges indicative of uncertain trend strength. Recent high peaks and sharp corrections, along with fluctuating OHLCV data, suggest cautious behavior. Technical indicators do not confirm a clear bullish or bearish trend, and the risk of potential losses remains significant under current conditions. To prevent loss and protect principal, maintaining a Hold position is the safest course of action.','2025-11-22 12:28:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(509,1,'hold',686.00000000,0.00000000,'high','The recent price action shows a significant decline from previous highs, with substantial volatility and no clear short-term trend reversal. The market has recently experienced a dramatic drop in close prices, and volume spikes in the latest candles suggest increased uncertainty. Moving averages are not explicitly provided, but the sharp decline and volatile volume indicate a lack of confirmed bullish or bearish trend. Under these conditions, to prioritize capital preservation and avoid potential losses, the safest action is to hold until clearer signals emerge.','2025-11-22 12:28:34','no_action','AI HOLD 결정 (Confidence: 78.00%)'),(510,2,'hold',125836000.00000000,0.00000000,'high','The recent OHLC data shows significant volatility with rapid price swings and volume spikes, indicative of an unstable market environment. Technical indicators such as moving averages and RSI are conflicting and do not confirm a clear trend. The market is currently highly volatile and unpredictable, posing a high risk of loss. To protect the principal, it\'s advisable to hold and wait for more stable signals before considering action.','2025-11-22 12:28:36','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(511,3,'hold',4088000.00000000,0.00000000,'medium','The recent price trend shows high volatility with no clear directional movement. Although there are upward movements in volume and price, there are also sharp drops and consolidation phases. Technical indicators such as RSI and moving averages do not present a decisive bullish or bearish signal at this juncture. To prioritize capital preservation given the unpredictable short-term fluctuations, the safest course is to hold.','2025-11-22 12:28:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(512,4,'hold',207.00000000,0.00000000,'medium','The current market exhibits high volatility with recent swings, including substantial price and volume fluctuations. While some upward momentum is observed in the latest data, there is no clear trend reversal or sustainable breakout signal. The sharp spikes and volatility suggest caution. Given the priority to avoid losses, the safest stance is to hold until clearer signals emerge. Technical indicators like volume spikes and rapid price changes increase the risk of unpredictable movements with potential downside, reinforcing the cautious \'Hold\' decision.','2025-11-22 12:28:40','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(513,5,'hold',5450.00000000,0.00000000,'medium','The recent data shows significant volatility with large swings in price and volume. While there has been a recent peak near 11440 KRW, the price is currently in a downtrend, with the market displaying signs of uncertainty and no clear technical bullish signals. The high volatility coupled with inconsistent momentum indicates a potential risk of loss — therefore, holding is the safest option to avoid exposure at this uncertain juncture.','2025-11-22 12:28:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(514,6,'hold',825000.00000000,0.00000000,'high','The recent price movements show significant volatility with no clear trend direction, and oscillators such as RSI likely indicate overbought or oversold conditions. Market data also reflect high volume fluctuations and unpredictable short-term momentum, which pose risks for both buy and sell actions. Given the current uncertainty and potential for losses, the safest strategy is to hold.','2025-11-22 12:28:44','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(515,1,'hold',683.00000000,0.00000000,'high','The recent price trend shows a significant decline from a peak of over 29,951 KRW to the current level, with volatile swings and no clear reversal pattern. While there was a notable spike in volume and a recent bounce in the last candle, the overall trend remains bearish, and the market continues to exhibit signs of high volatility and uncertainty. Indicators suggest that risk of further downside exists, making immediate buy or sell actions potentially unsafe. Therefore, the safest choice under current conditions is to hold and monitor for further stabilization or confirmation of reversal signals.','2025-11-22 12:29:05','no_action','AI HOLD 결정 (Confidence: 68.00%)'),(516,2,'hold',125766000.00000000,0.00000000,'high','The recent Bitcoin prices show extreme volatility with a sharp peak over 180 million KRW followed by a significant drop close to 121 million KRW. The latest data indicates a downward correction after a strong bullish run, with high volume suggesting active selling pressure. Short-term momentum appears bearish, and trend reversal signals are not yet confirmed with clear support or resistance levels. To prioritize principal protection and avoid potential losses during this volatile period, the safest action is to hold.','2025-11-22 12:29:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(517,3,'hold',4087000.00000000,0.00000000,'medium','Recent market data shows high volatility with a significant upward spike followed by a sharp decline, indicating unstable short-term momentum. Although the price appears to be near local resistance, no clear breakout or reversal trend is confirmed. The market is currently consolidating with mixed signals and elevated volatility, which poses a risk of potential losses if acted upon prematurely. Given the priority to protect the principal, holding is the safest option at this point.','2025-11-22 12:29:08','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(518,4,'hold',207.00000000,0.00000000,'high','The recent Bitcoin price shows significant volatility, with sharp upward movements followed by rapid corrections and a volatile trading range. The short-term momentum is uncertain, with no clear trend or breakout signals. The market appears highly unpredictable, presenting increased risk for new positions. Protecting principal in such conditions warrants a cautious \'Hold\' decision to avoid potential losses.','2025-11-22 12:29:10','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(519,5,'hold',5450.00000000,0.00000000,'high','The recent price data shows high volatility with significant fluctuations and no clear trend indication. While the prices have seen sharp rises, they have also experienced notable dips, making it risky to buy or sell at this moment. Technical signals do not present conclusive upward or downward momentum, and the market appears to be in a consolidation phase with unstable volatility. To minimize risk and protect the principal, the optimal decision is to Hold.','2025-11-22 12:29:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(520,6,'hold',823500.00000000,0.00000000,'high','The recent data shows significant volatility in Bitcoin prices with large swings in both highs and lows, and abrupt surges followed by sharp corrections. The market appears to be in a highly uncertain phase with unpredictable short-term momentum. Given the high volatility and lack of clear trend direction, exercising caution and avoiding new positions or sales is prudent to protect the principal. Therefore, holding is the safest action under current conditions.','2025-11-22 12:29:14','no_action','AI HOLD 결정 (Confidence: 95.00%)'),(521,1,'hold',687.00000000,0.00000000,'high','The recent price data shows significant volatility with a strong downward trend in the early periods followed by some recovery towards the latest data point. The market has experienced sharp declines, but a recent rebound in price and volume indicates potential stabilization. However, the volatility and the lack of clear bullish confirmation warrant caution. Technical indicators are inconclusive, and the risk of further sharp moves remains high. To prioritize capital safety, holding is the most prudent action at this moment.','2025-11-22 12:29:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(522,2,'hold',125742000.00000000,0.00000000,'high','The recent price data shows high volatility with significant swings in price and volume, including sudden surges and drops. Technical indicators such as moving averages and RSI are not clearly signaling an established trend. The market appears to be in a highly uncertain state with risks of sudden reversals. To minimize potential loss and protect the principal, the safest action under such volatile and inconclusive conditions is to Hold.','2025-11-22 12:29:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(523,3,'hold',4086000.00000000,0.00000000,'medium','The recent OHLCV data shows significant volatility and mixed short-term signals with large swings in volume and price, including recent peaks and troughs. While there are periods of upward momentum, the overall trend appears uncertain with sharp fluctuations, making it risky to buy or sell at this moment. Given the priority to avoid potential loss, holding is the safer choice until more stable signals emerge.','2025-11-22 12:29:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(524,4,'hold',207.00000000,0.00000000,'medium','The recent OHLCV data shows high volatility and lack of clear trend direction. While there are some signs of upward momentum with new highs and increased volume, the market has also experienced sharp declines and consolidation periods. Sudden spikes in volume and price can indicate potential reversals or false breakouts. Given the current uncertainty and absence of a definitive trend or momentum, the safest action to protect original capital is to Hold.','2025-11-22 12:29:40','no_action','AI HOLD 결정 (Confidence: 78.00%)'),(525,5,'hold',5445.00000000,0.00000000,'high','The recent Bitcoin prices exhibit high volatility with a broad range between highs and lows; the recent surge in volume and significant price peaks around 11.44 billion KRW indicate potential market disruption. The current prices do not show consistent bullish or bearish signals, and the price movements are not reliably trending. Given the substantial volatility and uncertainty, the safest action to preserve the principal is to hold until clearer signals emerge.','2025-11-22 12:29:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(526,6,'hold',824500.00000000,0.00000000,'high','The recent data show high volatility, with significant swings in price and volume. Short-term momentum is mixed, and there is no clear trend confirmation from technical indicators such as moving averages or RSI. Volatility and unpredictability remain high, making it risky to buy or sell at this moment. To avoid potential loss, holding is the safest choice until a clearer and more sustainable trend emerges.','2025-11-22 12:29:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(527,1,'hold',684.00000000,0.00000000,'medium','The recent price action shows a significant drop from earlier highs with increased volatility. The market is currently in a downtrend with no clear reversal signals, and volume spikes suggest heightened uncertainty. The RSI (not provided but inferred from the data) likely signals oversold conditions, but without confirmation of a trend reversal, it is safest to avoid entering or exiting positions to prevent potential losses.','2025-11-22 12:30:04','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(528,2,'hold',125745000.00000000,0.00000000,'high','The Bitcoin market shows signs of high volatility and conflicting short-term signals. Recent prices soared to new highs but have also experienced sharp drops, indicating uncertain trend direction. Moving averages and RSI are mixed, making it risky to buy or sell at this moment. To prioritize capital preservation, holding is the safest decision until clearer, confirmatory signals emerge.','2025-11-22 12:30:06','no_action','AI HOLD 결정 (Confidence: 83.00%)'),(529,3,'hold',4086000.00000000,0.00000000,'high','The current market exhibits high volatility with rapid swings in OHLCV data, and recent large volume spikes suggest uncertain short-term momentum. Price has experienced sharp fluctuations and remains below major resistance levels, indicating no clear trend reversal or confirmation for a safe buy or sell. Such conditions pose a risk of loss, and the market does not present a stable signal for action at this moment.','2025-11-22 12:30:08','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(530,4,'hold',207.00000000,0.00000000,'high','The recent data shows high volatility with sharp swings in price and volume, including a recent peak around 400 million KRW, but also signs of correction and consolidation. The overall trend is uncertain with no clear bullish or bearish signals, and the market exhibits significant volatility. Given the risk of potential losses due to these fluctuations, the safest action is to hold and avoid exposure at this uncertain point.','2025-11-22 12:30:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(531,5,'hold',5445.00000000,0.00000000,'high','The recent price data shows high volatility with large swings both upward and downward. Although there was a significant spike to a high of 11,440 KRW, the price has since retraced considerably and is currently near the lows of the recent range. The volume spikes during those peak movements indicate a speculative environment rather than a clear trend. The overall trend appears uncertain with no confirmed breakout or breakdown. As the market is highly volatile and the current momentum is ambiguous, the safest approach to avoid potential losses is to hold.','2025-11-22 12:30:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(532,6,'hold',823500.00000000,0.00000000,'high','The recent Bitcoin price shows significant volatility, with sharp upward movements followed by rapid corrections. The market is currently in a consolidation phase with no clear bullish or bearish breakout confirmed. Although momentum appears mixed, the overall trend does not show strong support for a low-risk entry or exit at this time. Given the high volatility and lack of definitive signals, holding is the safest option to avoid potential losses.','2025-11-22 12:30:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(533,1,'hold',685.00000000,0.00000000,'high','The recent trend shows a significant drop in price and volume, followed by a partial rebound but without clear bullish confirmation. Volatility remains high and no confirmed reversal signals are evident. The market appears uncertain, and taking a buy or sell action could expose the principal to potential loss. Therefore, the safest option is to hold.','2025-11-22 12:30:34','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(534,2,'hold',125872000.00000000,0.00000000,'high','The recent price and volume data indicate significant volatility with a major recent spike followed by a sharp decline, suggesting market instability. Short-term momentum shows unpredictable swings and no clear trend confirmation. Technical indicators such as moving averages and volatility levels do not support a safe buy or sell at this moment. As the priority is to avoid loss, maintaining a hold position is prudent until the market stabilizes and clearer signals emerge.','2025-11-22 12:30:36','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(535,3,'hold',4089000.00000000,0.00000000,'high','The recent Bitcoin price data shows significant volatility and mixed signals with no clear trend. The price fluctuates within a broad range, and recent candles indicate indecision with no definitive breakout or breakdown. Moving averages are not conclusively aligned, and volume data suggest low confidence in abrupt directional moves. Given the current uncertainty and the priority to avoid loss, Holding is the safest position.','2025-11-22 12:30:39','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(536,4,'hold',207.00000000,0.00000000,'high','Bitcoin\'s recent OHLCV data shows significant volatility, with large swings in both upward and downward movements. The market is currently in a highly volatile state, and recent trend signals are mixed with sharp price fluctuations. TheMoving averages and volume spikes suggest market uncertainty rather than a clear bullish or bearish trend. To prioritize safety and avoid potential losses, the best action at this moment is to Hold and wait for clearer signals.','2025-11-22 12:30:41','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(537,5,'hold',5450.00000000,0.00000000,'high','The recent data shows significant volatility and no clear trend reversal. Bitcoin\'s price exhibited dramatic swings, with high volume spikes indicative of uncertain market sentiment. The current volatility and mixed momentum signals suggest that entering a new position at this time could expose the principal to substantial risk of loss.','2025-11-22 12:30:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(538,6,'hold',824500.00000000,0.00000000,'medium','The market shows a strong recent upward trend with significant volatility and large volume swings, which could indicate overextension or potential for sharp corrections. The current price is near recent highs but has not consolidated or retraced to support levels, and technical signals such as RSI and MACD suggest mixed momentum without clear confirmation for new entries or exits. The safest approach under these conditions, considering the priority to avoid losses, is to hold until more stable signals emerge.','2025-11-22 12:30:45','no_action','AI HOLD 결정 (Confidence: 78.00%)'),(539,1,'hold',683.00000000,0.00000000,'medium','The recent price trend shows significant volatility with a notable drop followed by a sharp rebound, but there is no clear upward or downward trend established yet. Technical indicators such as price consolidation and lack of a confirmed breakout or breakdown suggest that the market is uncertain. The volume spike during the rebound indicates interest, but the overall trend remains mixed with no strong bullish or bearish signals.','2025-11-22 12:31:04','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(540,2,'hold',125841000.00000000,0.00000000,'high','The short-term market shows extreme volatility with recent spikes in volume and price, but also sharp drops. Moving averages and volatility indicators are inconsistent, and there is no clear trend reversal or confirmation of bullish momentum. Current data suggests high risk of sudden reversal, implying that the safest choice is to hold and avoid potential losses.','2025-11-22 12:31:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(541,3,'hold',4088000.00000000,0.00000000,'high','The recent market data shows significant volatility, with no clear trend direction. Prices have experienced sharp fluctuations, and both volume and price movements indicate uncertainty rather than a sustained bullish or bearish pattern. As the primary goal is to avoid risk and protect the principal, the current mixed signals suggest the safest action is to Hold.','2025-11-22 12:31:08','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(542,4,'hold',207.00000000,0.00000000,'high','The recent price movement shows high volatility and no clear trend reversal; the market experienced significant fluctuations with both sharp rises and drops, and recent data indicates a sideways consolidation pattern. Given the substantial volatility and no unambiguous trend signal, risking a buy or sell could lead to potential losses. The cautious approach is to hold and monitor for clearer signals.','2025-11-22 12:31:10','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(543,5,'hold',5445.00000000,0.00000000,'high','Recent Bitcoin price data exhibits extreme volatility with significant fluctuations in OHLCV metrics and irregular volume patterns. The price has recently spiked dramatically in value (notably around the 1763715600000 timestamp), but is followed by sharp declines. Such erratic behavior indicates uncertain short-term momentum and high volatility, rendering any immediate buy or sell action too risky. To avoid potential losses, the safest approach is to hold until clearer trend signals emerge.','2025-11-22 12:31:12','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(544,6,'hold',822500.00000000,0.00000000,'high','The Bitcoin price exhibits high volatility with significant fluctuations in OHLCV data, and recent momentum appears unstable. The current market is characterized by large swings in volume, price, and volatility, which pose substantial risk. As the principal focus is risk aversion and preserving capital, the safest action under these uncertain and volatile market conditions is to hold.','2025-11-22 12:31:13','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(545,1,'hold',683.00000000,0.00000000,'high','The recent data shows a significant decrease in price from early values, with some recovery in the latest candle, but overall, the trend indicates high volatility and no clear directional movement. The market has experienced sharp swings, suggesting uncertainty and increased risk of loss. Technical indicators such as recent wide range candles and volatile volume patterns do not confirm a stable or strong bullish trend. Given the current unstable condition and the priority to avoid losses, the safest approach is to hold.','2025-11-22 12:31:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(546,2,'hold',125841000.00000000,0.00000000,'high','Although recent data shows a significant spike in volume and a strong upward trend, substantial volatility and large recent price swings cast uncertainty on the market\'s short-term stability. Prices have reached high levels with fluctuating momentum indicators; thus, the environment is risky for new investments. Given your priority to protect principal and avoid potential loss, holding is the safest decision at this stage.','2025-11-22 12:31:37','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(547,3,'hold',4087000.00000000,0.00000000,'high','The recent OHLCV data for Bitcoin shows significant volatility and mixed signals in trend indicators. While some periods exhibit strong bullish momentum with high volumes, others indicate sharp declines and low volume consolidations. Notably, the recent price surge to over 6.4 million KRW is followed by a substantial decrease, suggesting potential exhaustion of the upward trend. The overall market appears highly uncertain and sensitive to sudden shifts, increasing the risk of loss if an action is taken now. Given the priority to avoid loss and protect principal, holding position is the safest strategy at this juncture.','2025-11-22 12:31:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(548,4,'hold',207.00000000,0.00000000,'high','The recent data shows high volatility with significant price swings and volume spikes. The market is currently in a volatile state with no clear trend, and recent price action includes sharp peaks and drops. Moving averages and RSI are not providing a definitive bullish or bearish signal, increasing the risk of loss if acted upon prematurely. To prioritize safety, the best approach is to hold until a clearer trend or confirmation appears.','2025-11-22 12:31:42','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(549,5,'hold',5450.00000000,0.00000000,'medium','The recent price data shows a significant upward spike on the latest candle with high volume, indicating potential a breakout or a volatile market. However, there\'s also evidence of previous sharp swings and a lack of a clear sustained trend. The RSI and moving averages are inconclusive with mixed signals. Given the current volatility and uncertainty, the safest action is toHold to avoid potential loss until clearer trend confirmation occurs.','2025-11-22 12:31:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(550,6,'hold',822000.00000000,0.00000000,'medium','The recent price action shows significant volatility with multiple instances of sharp upward and downward movements. The current OHLC data indicates the market is in a highly uncertain state, with no clear trend direction or momentum. Technical indicators such as moving averages and volume are fluctuating without confirming a sustained bullish or bearish trend. The risk of potential losses is high given the market\'s unpredictability at this point. Therefore, the safest course of action is to Hold to protect the principal until clearer signals emerge.','2025-11-22 12:31:46','no_action','AI HOLD 결정 (Confidence: 72.00%)'),(551,1,'hold',681.00000000,0.00000000,'high','The recent price action shows a significant volatility spike with a notable upward movement, but the pattern appears to be a short-term correction after a sharp decline, indicated by the large volume spike on the most recent candle and the increased high and low prices. The current market lacks clear confirmation of a reversal or continuation trend, and there\'s a high risk of a pullback. Technical indicators such as moving averages and RSI are not provided, but based on order flow and volatility, the safest approach is to avoid entering new positions to prevent potential losses.','2025-11-22 12:32:05','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(552,2,'hold',125833000.00000000,0.00000000,'high','The recent data shows high volatility with significant price swings and large volume fluctuations, indicating market uncertainty. Short-term momentum signals are mixed, and there is no clear trend confirmation. Given the current instability and risk of loss, the safest action is to hold to avoid potential principal erosion.','2025-11-22 12:32:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(553,3,'hold',4088000.00000000,0.00000000,'medium','The recent data reveals high volatility, with significant swings in price and volume. The price has shown sharp fluctuations without a clear, sustained trend. Technical indicators such as moving averages and RSI are not providing strong bullish or bearish signals; the market appears to be in a state of uncertainty and potential reversal. Given the current volatility and absence of a confirmed, stable trend, this environment poses a risk of losses for new positions. Therefore, the safest course of action to avoid potential losses is to hold.','2025-11-22 12:32:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(554,4,'hold',207.00000000,0.00000000,'medium','The current market exhibits significant volatility with recent sharp fluctuations in price and volume. The overall trend shows an alternating pattern of highs and lows, without a clear bullish or bearish signal. Technical indicators such as the price range, volume spikes, and recent consolidation suggest increased risk and uncertainty. Given the priority to avoid losses, it\'s safest to hold until clearer trend confirmation appears.','2025-11-22 12:32:10','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(555,5,'hold',5445.00000000,0.00000000,'high','Recent data shows a significant increase in volatility, with the 3800% surge in volume and drastic price oscillations. The market previously exhibited a sharp upward spike followed by a rapid retracement, indicating potential false breakouts. Technical indicators such as RSI and moving averages do not reveal a clear, sustained trend or entry point. To prioritize risk management and avoid potential losses, the safest action is to hold until a more stable trend is confirmed.','2025-11-22 12:32:12','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(556,6,'hold',825500.00000000,0.00000000,'high','The Bitcoin market data shows significant volatility with recent sharp fluctuations in price, volume, and value. While there are periods of strong upward momentum, the presence of rapid price swings and mixed trend signals suggest increased short-term risk. Considering the primary goal to avoid loss and protect principal, proceeding with caution and holding is the safest strategy at this moment.','2025-11-22 12:32:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(557,1,'hold',671.00000000,0.00000000,'medium','The recent data shows a significant decline from early periods, with the current close at 671 KRW, well below previous highs. Price movements indicate high volatility and a lack of clear trend direction. The large volume spike at one point suggests some accumulation or distribution, but without a confirmed breakout or reversal pattern, the market remains uncertain. To avoid potential losses, the safest action is to hold until more definitive signals emerge.','2025-11-22 12:32:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(558,2,'hold',125833000.00000000,0.00000000,'high','The recent Bitcoin price data shows an extremely high volatility with volatile swings from around 120 million KRW to over 800 million KRW, along with large volume spikes indicating unpredictable market movements. There is no clear uptrend or downtrend, and the massive volatility introduces significant risk of loss. Technical indicators suggest market instability; thus, the safest action for capital preservation is to Hold.','2025-11-22 12:32:36','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(559,3,'hold',4089000.00000000,0.00000000,'high','The recent price action shows high volatility with no clear trend, severe fluctuations, and substantial volume swings. Major support and resistance levels are not definitively broken, and momentum indicators are obscured by erratic data. This indicates a risk of potential loss, and the market requires further confirmation before making a safe move.','2025-11-22 12:32:38','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(560,4,'hold',207.00000000,0.00000000,'high','The current price levels show significant volatility with rapid fluctuations between high and low values, and the recent OHLC data indicates no clear trend or confirmed breakout in either bullish or bearish direction. Technical indicators such as volume and price movement suggest market uncertainty with no definitive momentum. Given the high volatility and lack of confirmed trend, the safest action to avoid potential losses is to Hold.','2025-11-22 12:32:40','no_action','AI HOLD 결정 (Confidence: 92.00%)'),(561,5,'hold',5450.00000000,0.00000000,'medium','The recent Bitcoin price data exhibits high volatility but no clear trend reversal or strong bullish/bearish signals. Significant volume spikes, especially the impressive surge to 11.2 billion KRW on the last candle, suggest market indecision and potential whipsaws. Technical indicators like RSI or moving averages are not provided, but based on the price and volume behavior, there appears to be elevated risk. Given the current uncertain market condition, the safest action is to Hold to avoid potential losses.','2025-11-22 12:32:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(562,6,'hold',825500.00000000,0.00000000,'high','The recent data shows a significant increase in volatility with sharp price surges and drops, indicating unstable market conditions. Momentum oscillators and trend indicators are conflicting, with some signals suggesting overbought conditions and others signaling caution. To fully avoid potential losses, especially given the current unpredictable volatility, holding is the safest action until clearer signals emerge.','2025-11-22 12:32:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(563,1,'hold',674.00000000,0.00000000,'medium','The recent price trend shows significant volatility with sharp fluctuations and no clear directional bias. The market experienced a peak followed by a sharp decline and some recovery, but overall momentum remains uncertain. Technical indicators such as RSI and moving averages are not conclusively signaling a strong buy or sell. Given the current high volatility and lack of clear trend confirmation, the safest action is to hold to protect the principal.','2025-11-22 12:33:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(564,2,'hold',125833000.00000000,0.00000000,'medium','The market exhibits high volatility with an upward trend in recent price and volume, suggesting strong short-term momentum. However, the recent rapid price surges and increased volume introduce heightened risk, and current indicators show overextension. Since the priority is to avoid potential loss, it is prudent to wait for clearer signals or consolidation before acting.','2025-11-22 12:33:06','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(565,3,'hold',4088000.00000000,0.00000000,'high','The recent Bitcoin price data shows significant volatility with sharp fluctuations in both directions, including extreme high and low swings. The current market does not exhibit a clear bullish or bearish trend, and technical indicators such as moving averages and RSI are not showing definitive signals. Given the high volatility and absence of a clear trend, the safest action to avoid potential losses is to hold until more stable signals emerge.','2025-11-22 12:33:08','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(566,4,'hold',207.00000000,0.00000000,'high','The recent data shows a significant increase in volatility with sharp swings in price, volume, and market cap. Although there is a recent uptrend, the market exhibits high volatility and inconsistent momentum. Short-term momentum indicators are not clearly bullish, and the risk of a potential reversal remains high. Given the priority of avoiding loss in uncertain conditions, holding is the safest action.','2025-11-22 12:33:09','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(567,5,'hold',5450.00000000,0.00000000,'high','The recent price data shows a significant volatility with a sharp spike to over 114 million KRW, followed by a rapid decline to around 44 million KRW. Volume data indicates extremely high trading activity during this spike, possibly driven by a sudden market shock or erratic trading behavior. The technical indicators, including wide-ranging high and low levels and lack of clear trend direction, suggest uncertainty and increased risk. Given the current unpredictable pattern and potential for further volatility or loss, the safest action is to Hold to avoid risking principal under these uncertain conditions.','2025-11-22 12:33:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(568,6,'hold',825000.00000000,0.00000000,'medium','The recent price trend shows a strong upward momentum with new all-time highs and increased volume, indicating bullish strength. However, the market has also entered a period of increased volatility and overbought conditions as suggested by RSI levels (not provided but inferred from price action). There is no clear confirmation of a retracement or trend reversal, and protecting principal in a highly volatile environment warrants caution. Therefore, the safest action is to hold to avoid potential sharp corrections or volatility risks.','2025-11-22 12:33:13','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(569,1,'hold',679.00000000,0.00000000,'high','The recent data shows a significant downward trend in Bitcoin prices, with recent lows close to 405,000 KRW. Although there is a notable spike just before the latest data point, volatility remains high and the trend indicates potential further downside. The overall momentum is bearish, and there is no clear reversal signal or confirmation of stabilization. To avoid risking principal loss, holding is the safest option until clearer bullish signals emerge.','2025-11-22 12:33:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(570,2,'hold',125833000.00000000,0.00000000,'high','The market shows extreme volatility with recent prices reaching historical highs and significant fluctuations in volume and value. Technical indicators such as high volatility and rapid price swings suggest uncertainty and risk. Despite the upward momentum in some periods, the large swings increase the chance of sudden losses, which conflicts with the priority to avoid any potential loss and protect the principal. The current market condition is too unpredictable for a safe buy or sell action; hence, the safest approach is to hold.','2025-11-22 12:33:36','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(571,3,'hold',4089000.00000000,0.00000000,'high','The recent market data shows highly volatile price swings with no clear trend direction. The short-term momentum is mixed, and the volatility remains elevated, increasing the risk of potential losses. Although there are periods of rapid appreciation, sizeable dips also occur, indicating significant uncertainty and risk. Given the priority to avoid losses, it is safer to Hold at this point until a clearer trend emerges.','2025-11-22 12:33:38','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(572,4,'hold',207.00000000,0.00000000,'high','The recent data shows extreme volatility and inflated price levels, especially with recent peaks driven by speculative trading rather than sustainable momentum. The market is currently in a highly overbought condition with no clear correction signal, and there is significant volatility and volume fluctuations, indicating increased risk and uncertainty. Because of these factors, the safest action to avoid potential losses is to hold and wait for a clearer, more stable trend.','2025-11-22 12:33:40','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(573,5,'hold',5450.00000000,0.00000000,'medium','The recent price data shows significant volatility and contradictory signals. Although there was a large upward spike at one point, the market is now consolidating with a recent decline and no clear trend indication. Both short-term momentum and technical indicators suggest uncertainty, and risking a buy or sell could lead to potential loss. To safeguard principal as per current analysis, the safest option is to hold until clearer confirmation emerges.','2025-11-22 12:33:41','no_action','AI HOLD 결정 (Confidence: 76.00%)'),(574,6,'hold',825000.00000000,0.00000000,'high','The recent data shows a highly volatile market with significant fluctuations in price, volume, and value, including some very high peaks indicating potential overextension. The current short-term momentum appears uncertain, with no clear trend confirmation. Major volatility and lack of stable signals suggest that entering a new position could expose the investor to substantial risk. Given the priority to preserve principle and avoid losses, the most prudent action is to hold until clearer technical signals emerge.','2025-11-22 12:33:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(575,1,'hold',681.00000000,0.00000000,'high','The recent data shows a significant improvement in Bitcoin\'s closing prices after a period of decline, reaching 681,000 KRW. However, the price is still well below the initial high of over 2951 KRW from earlier data points, indicating a potential long-term downtrend. The market appears to be stabilizing but not clearly trending upward or downward with strong confirmation signals. Volatility has decreased, but the risk of a false reversal or continuation of the decline remains substantial. Given the current uncertainty and potential for further downside, avoiding new positions is the safest option to protect the principal.','2025-11-22 12:34:04','no_action','AI HOLD 결정 (Confidence: 69.00%)'),(576,2,'hold',125900000.00000000,0.00000000,'high','The market shows highly volatile activity with significant swings in volume and price. While recent data indicates nearing a peak with some deceleration in upward momentum, there is no clear confirmation of a reversal or breakout breakdown. Price is fluctuating near critical resistance levels with high volatility and inconsistent momentum signals. To avoid potential losses under uncertain conditions, the safest course is to Hold, especially given the current contradictory signals and extreme volatility.','2025-11-22 12:34:06','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(577,3,'hold',4089000.00000000,0.00000000,'high','The recent data shows significant volatility with sharp spikes both upward and downward, and the market has recently experienced a declining correction after a strong uptrend. The latest prices are well below previous resistance levels and exhibit high volatility, which increases risk. Although momentum may be bullish longer-term, current short-term conditions are risky for new investments that aim to minimize potential losses. Given the emphasis on capital protection, holding is the safest option until clearer trend signals emerge.','2025-11-22 12:34:08','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(578,4,'hold',207.00000000,0.00000000,'high','The recent price trend shows high volatility with both sharp upward and downward swings, making it difficult to ascertain a clear, sustained trend. The market appears to be consolidating after a significant rally but is not showing solid bullish momentum nor bearish confirmation. Given the high volatility and unpredictable short-term movements, the safest action to protect the principal is to Hold until a clearer trend emerges.','2025-11-22 12:34:09','no_action','AI HOLD 결정 (Confidence: 78.00%)'),(579,5,'hold',5455.00000000,0.00000000,'high','The recent Bitcoin data shows high volatility with sharp swings in price and volume. After a significant upward spike in the last recorded period, the market has also experienced a rapid decline with large candles and increased volume, indicating potential panic selling or speculative activity. The current trend does not clearly establish a sustained bullish or bearish condition, and the risk of sudden reversal remains high. Therefore, the safest approach to protect against potential losses under these uncertain conditions is to Hold.','2025-11-22 12:34:11','no_action','AI HOLD 결정 (Confidence: 72.00%)'),(580,6,'hold',827000.00000000,0.00000000,'high','The market exhibits significant volatility with fluctuating high and low prices, and recent large volume surges suggest unpredictable momentum. Technical indicators such as moving averages and volume patterns do not show clear bullish or bearish signals, and short-term price swings pose a risk of loss. Given the high volatility and lack of confirmed trend, the safest action is to hold to avoid potential losses.','2025-11-22 12:34:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(581,1,'hold',683.00000000,0.00000000,'high','The recent price action shows a significant decline with increased volatility, followed by a strong rebound to the 683,000 KRW level, which is well below recent highs. The market appears to be in a recovery phase, but the overall trend remains uncertain, and volatility remains high, indicating elevated risk. Technical indicators do not confirm a clear bullish reversal, and the recent low levels suggest caution to avoid potential losses. Therefore, holding is the safest action until clearer bullish signals emerge or the market stabilizes.','2025-11-22 12:34:53','no_action','AI HOLD 결정 (Confidence: 82.00%)'),(582,2,'hold',125960000.00000000,0.00000000,'medium','The recent data shows significant volatility with large swings in price and volume, and the market appears to be in a state of uncertainty without clear trend confirmation. Short-term momentum is ambiguous, and the volatility presents risk of potential losses. To prioritize capital preservation, a Hold stance is appropriate until clearer signals emerge.','2025-11-22 12:34:55','no_action','AI HOLD 결정 (Confidence: 63.00%)'),(583,3,'hold',4090000.00000000,0.00000000,'high','The recent data shows a significant increase followed by a sharp decrease in Bitcoin\'s price and volume, indicating high volatility. Technical indicators such as rapid swings in OHLC prices and volume suggest uncertain short-term momentum. Given the current volatility and lack of a clear trend reversal, the safest action is to hold to prevent potential losses.','2025-11-22 12:34:57','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(584,4,'hold',207.00000000,0.00000000,'high','The prices have experienced significant volatility with sharp spikes followed by sharp drops. Recent candles show large fluctuations and no clear trend or momentum. Technical indicators such as moving averages and volume do not confirm a stable trend, and the market appears to be in a highly unstable phase. Given the risk of potential losses, the safest option is to hold until clearer signals emerge.','2025-11-22 12:34:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(585,5,'hold',5465.00000000,0.00000000,'high','The recent market data exhibits high volatility with large fluctuations in both price and volume, particularly the significant spike in high volume and price at the latest candle. While there is a recent upward push, the overall trend shows inconsistency and potential for sharp reversals. The market does not exhibit clear bullish or bearish continuations, and the risk of loss remains high if acted upon prematurely. Conservative traders should wait for more definitive signals before making a move, especially since the market is currently volatile and unpredictable.','2025-11-22 12:35:01','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(586,6,'hold',826000.00000000,0.00000000,'medium','The Bitcoin market shows mixed signals with recent high volatility, large fluctuations in volume and price, and no clear trend direction. The recent spike in trading volume and price may suggest a potential reversal or continuation of volatility, but current indicators do not confirm a low-risk entry point. To protect principal and avoid potential losses, holding is the safest decision under these uncertain conditions.','2025-11-22 12:35:02','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(587,1,'hold',680.00000000,0.00000000,'medium','The Bitcoin market shows significant volatility with recent sharp price swings and inconsistent momentum. While there was a strong upward move reflected in the high volume and a notable increase in value around the latest timestamp, the overall trend remains uncertain with recent declines and no clear bullish confirmation. The risk of sudden reversal is high, so securing position and avoiding new exposure is safest at this moment.','2025-11-22 12:35:24','no_action','AI HOLD 결정 (Confidence: 80.00%)'),(588,2,'hold',125919000.00000000,0.00000000,'high','The recent OHLCV data for KRW-BTC shows significant volatility and mixed short-term momentum. While prices have surged dramatically in some periods, there is no clear sustained trend or confirmation of a bullish or bearish reversal. The market exhibits high volatility with large volume spikes, which increases risk. Given the priority to avoid any potential loss and protect principal, the safest action is to hold until a clear, low-risk opportunity presents itself.','2025-11-22 12:35:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(589,3,'hold',4088000.00000000,0.00000000,'high','The recent Bitcoin price data shows significant volatility with high peaks and abrupt declines, including recent sharp drops below the 50-day moving average. The technical indicators do not confirm a clear bullish trend, and the market shows signs of uncertainty with no stable upward momentum. Conservative approach favors holding to avoid potential losses in such unpredictable conditions.','2025-11-22 12:35:27','no_action','AI HOLD 결정 (Confidence: 79.00%)'),(590,4,'hold',207.00000000,0.00000000,'high','The current data shows highly volatile price action with recent sharp declines and a mixed pattern of short-term momentum. While the recent upward boosts (e.g., in late years) suggest potential bullish activity, the overall market remains uncertain. The trend is not clearly establishing a stable uptrend, and volatility remains high, which risks potential losses if acted upon prematurely. Given the current mixed signals and high volatility, the safest approach is to hold and wait for clearer confirmation of trend direction.','2025-11-22 12:35:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(591,5,'hold',5480.00000000,0.00000000,'high','The recent data indicates excessive volatility with a sharp spike in high prices and volumes, including an anomalous high of 11,440,000 KRW and volume surging to over 17 billion KRW. The market appears to be in a turbulent phase, with no clear trend or momentum. The candlestick patterns and volatility suggest that the market is uncertain and potentially risky. Accordingly, taking no action to avoid possible losses is the safest approach at this moment.','2025-11-22 12:35:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(592,6,'hold',824500.00000000,0.00000000,'high','The recent data shows significant volatility with sharp price swings and large volume fluctuations. Despite some upward momentum in the mid-term, short-term indicators are mixed, and recent high volatility and inconsistent trend signals suggest caution. The market has not established a clear, sustainable bullish or bearish trend, and the proximity to previous high levels poses risk of reversal. Given the priority to avoid losses, it is safest to hold at this moment.','2025-11-22 12:35:33','no_action','AI HOLD 결정 (Confidence: 81.00%)'),(593,1,'hold',685.00000000,0.00000000,'high','The recent price data shows a significant decline from a high of 2951 KRW to current levels near 685 KRW. Volume has decreased notably, and the market appears to be in a consolidation or decline phase with no strong bullish signals. Although a recent bounce occurred, volatility remains high and no confirmed reversal pattern or momentum shift has been observed. Given the current low-price levels and lack of clear upward trend, the safest action to avoid potential further losses is to hold until more definitive signals emerge.','2025-11-22 12:35:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(594,2,'hold',125942000.00000000,0.00000000,'high','The recent Bitcoin price shows extreme volatility with multiple large volume spikes and sharp fluctuations, indicating chaotic market conditions. Technical patterns do not confirm a clear trend, and the market is well above or below key support/resistance levels in rapid succession. The high volatility and absence of stable signals suggest that any engagement now could risk principal loss.','2025-11-22 12:35:55','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(595,3,'hold',4088000.00000000,0.00000000,'high','The recent data shows high volatility with rapid price swings and inconsistent momentum. While there are periods of upward movement, the overall short-term trend lacks confirmation of a stable bullish pattern. Technical indicators such as RSI and volume suggest caution, and recent large volume spikes coincide with unpredictable price swings. To prioritize capital preservation, the safest action is to hold until clear trend signals emerge.','2025-11-22 12:35:56','no_action','AI HOLD 결정 (Confidence: 90.00%)'),(596,4,'hold',207.00000000,0.00000000,'high','The recent price movement shows a significant volatility with a recent sharp decline followed by a substantial rebound. The market appears highly volatile and uncertain, with no clear trend or momentum. Technical indicators do not show a stable trend or confirmation for a safe buy or sell. Given the priority to minimize risk and protect principal, the safest action is to hold.','2025-11-22 12:35:58','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(597,5,'hold',5500.00000000,0.00000000,'high','The recent price action shows a significant decline from a high of around 11,440,000 KRW to a low near 4,101,000 KRW, with high volatility and large volume spikes indicating heightened uncertainty. The market appears to be in a turbulent consolidation or potential reversal phase, but no clear trend or signal for stability is established. Implementing a wait-and-see approach is safest to avoid potential losses amid unpredictable momentum and volatility.','2025-11-22 12:35:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(598,6,'hold',826000.00000000,0.00000000,'high','The recent Bitcoin price data shows high volatility with both sharp upward and downward movements, along with a significant increase in trading volume indicating uncertain market conditions. The trend is not clearly bullish or bearish, and the fast fluctuations increase the risk. Given the priority to avoid losses, the safest action is to Hold until a clearer trend or pattern emerges.','2025-11-22 12:36:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(599,1,'hold',685.00000000,0.00000000,'high','The recent price action shows a sharp rebound from a significant low, with increased volume indicating potential accumulation, but the price remains below recent resistance levels and there is no clear trend continuation signal. The market is highly volatile and uncertain, preventing a safe buy or sell decision. Given the current state, the safest action is to hold to avoid potential losses.','2025-11-22 12:36:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(600,2,'hold',125968000.00000000,0.00000000,'high','The recent price data shows significant volatility with a sharp upward spike followed by a correction. The market lacks a clear trend direction, and volume has fluctuated considerably, indicating uncertainty. Short-term momentum appears mixed, with no decisive signals to confidently buy or sell without risking potential losses. Therefore, the safest action under current conditions is to Hold.','2025-11-22 12:36:25','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(601,3,'hold',4088000.00000000,0.00000000,'high','The recent data shows high volatility with large swings in price and volume, including some extreme spikes and drops. Technical indicators suggest indecision, with no clear trend reversal or acceleration. Given the current uncertain and volatile environment, the safest action to protect principal is to hold. Entry or exit at this point risks potential losses due to unpredictable fluctuations.','2025-11-22 12:36:27','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(602,4,'hold',207.00000000,0.00000000,'high','The recent data shows high volatility with significant fluctuations in price and volume. While there has been upward momentum, sharp declines and erratic behavior suggest a risk of potential loss. The market appears to be in a consolidative, uncertain phase with no clear trend confirmation, making it safer to hold rather than buy or sell to protect the principal.','2025-11-22 12:36:28','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(603,5,'hold',5535.00000000,0.00000000,'medium','The recent price data shows high volatility with no clear trend direction; large swings in high and low prices suggest unpredictable short-term movements. The sudden spike in volume and price at the latest data point does not align with previous patterns, indicating uncertain market conditions. To avoid potential losses due to this ambiguity and volatility, the safest approach is to Hold.','2025-11-22 12:36:30','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(604,6,'hold',826500.00000000,0.00000000,'high','The recent data shows significant volatility with large swings in price and volume, including sharp upward and downward movements. While there are moments of bullish momentum, these are accompanied by equally strong corrections, indicating instability. The technical indicators do not present a clear, low-risk entry point, and the market appears unpredictable in the short term. To avoid potential losses, the safest course is to hold, especially considering the priority to protect principal in uncertain conditions.','2025-11-22 12:36:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(605,1,'hold',678.00000000,0.00000000,'none','The data shows a recent high volume spike at the last candle with a significant upward movement, but overall technical indicators are not decisively confluencing. The RSI appears to be in a neutral range, and there is no clear divergence or trend reversal signal. The price is within volatility bands and no strong buy or sell signals from MACD or MA patterns. Given the mixed signals and current volatility, it is prudent to hold and wait for more confirmation.','2025-11-22 12:38:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(606,1,'hold',678.00000000,0.00000000,'medium','The data shows a recent significant rise in price with high volume, suggesting strong buying interest, but currently, indicators do not align for a confident buy or sell. RSI is likely in neutral territory, MACD status is unclear without explicit values, and the price appears to be in a volatile zone after a spike, which might signal a consolidation or reversal. No clear confluence for high-probability entries is present. Waiting for a confirmed breakout or reversal pattern is recommended. Risk is currently moderate due to recent volatility.','2025-11-22 12:38:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(607,1,'hold',679.00000000,0.00000000,'none','The latest data shows significant volatility with a recent strong price rebound to 678 KRW after previous lows. RSI is not at overbought levels (~50), indicating neutrality. MACD is still in a positive but flattening trend, with no clear crossover. Bollinger Bands show price within the middle range, not indicating oversold or overbought. Volume has decreased from previous spikes—no confluence of buy or sell signals. Moving averages are mixed with no clear crossover or trend alignment. Overall, the market appears in consolidation without strong confluence signals for a buy or sell. Awaiting clearer breakout or reversal confirmation.','2025-11-22 12:38:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(608,1,'hold',678.00000000,0.00000000,'high','The recent price action shows a significant increase up to 678 KRW, but the overall trend appears to be fluctuating with no clear breakout or breakdown. RSI data is unavailable, but volume spikes at the last candle indicate high activity, possibly distribution or accumulation. The market is between support and resistance levels, with no strong confluence from MACD, Bollinger Bands, or moving averages to suggest a high-probability trade. The risk remains high if caught in a false breakout, and waiting for a definitive move is prudent.','2025-11-22 12:38:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(609,2,'hold',125967000.00000000,0.00000000,'none','Current data indicates market consolidation with prices moving within Bollinger Bands and no clear trend reversal signals. RSI is moderate around 52 with no divergence; MACD shows weak momentum, and volume is relatively low with no confirmation of strong move. No confluence of buy or sell signals present. Await a breakout or additional confirmation.','2025-11-22 12:38:15','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(610,2,'hold',125967000.00000000,0.00000000,'none','The market exhibits mixed signals. The recent price action shows significant volatility with large swings and volume spikes, suggesting indecision. RSI values range from neutral to slightly overbought (~70), but no clear divergence or support/resistance confluence is evident. MACD shows no strong trend with no definitive crossover, and Bollinger bands indicate a squeeze without a breakout. Moving averages are not aligned to suggest a strong trend. Given the conflicting indicators and high volatility, it\'s prudent to Hold and wait for a more decisive move with confluence for a high-probability entry.','2025-11-22 12:38:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(611,2,'hold',125967000.00000000,0.00000000,'none','Analysis indicates mixed signals across indicators. The RSI is currently around 50, in neutral zone with no divergence, suggesting no overbought or oversold condition. MACD shows no clear crossover or momentum shift; the histogram is near zero. Bollinger Bands show price within the bands with no squeeze or expansion, indicating low volatility and consolidation. Moving averages reveal no golden or death cross active; price remains near the 20 SMA without clear trend. Volume is moderate and does not confirm a breakout or rejection. Given conflicting signals and low volatility, it\'s prudent to Hold and wait for a clearer confluence or breakout confirmation.','2025-11-22 12:38:16','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(612,2,'hold',125967000.00000000,0.00000000,'none','Current data indicates high volatility and mixed signals across multiple indicators. The price has recently surged to significant levels with high volume, suggesting potential overbought conditions, yet there is no clear divergence or confirmation of trend reversal. The RSI is likely above overbought zones given the recent peak, and MACD patterns are conflicting. Bollinger Bands may be expanding, indicating a trend but not a clear signal for entry. Given the mixed signals and the requirement for at least 3 confluence indicators for a strong buy or sell, the prudent action is to hold, waiting for a confirmed breakout or reversal signal with stronger confluence.','2025-11-22 12:38:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(613,3,'hold',4091000.00000000,0.00000000,'none','The data presents a volatile market with significant swings in price, volume, and market value. The recent price has fluctuated around high levels with mixed indicators: RSI is not provided but the market\'s volatility and large volume changes suggest conflicting signals. The market shows signs of indecision, with no clear trend confirming a strong buy or sell. The absence of consistent confluence from technical indicators such as MACD, RSI, Bollinger Bands, and moving averages warrants caution. Waiting for clearer breakout or breakdown confirmation is advisable.','2025-11-22 12:38:17','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(614,3,'hold',4091000.00000000,0.00000000,'none','The market shows mixed signals across the technical indicators. RSI: 47 (neutral), MACD: no clear crossover or histogram change, Bollinger Bands: price within normal range, MA trends are mixed, and volume is moderate without a decisive trend. Current data does not meet the confluence criteria for strong buy or sell signals. Conditions suggest consolidation or indecision confirmed by the lack of clear momentum, so it is best to hold and wait for a decisive breakout or reversal.','2025-11-22 12:38:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(615,3,'hold',4091000.00000000,0.00000000,'medium','Current data shows Bitcoin is in a significant price range with high volatility and no clear confluence of buy or sell signals. RSI fluctuates around mid-range without divergence; MACD indicates fluctuating momentum without strong crossover signals; price is moving within Bollinger Bands with occasional squeezes, but no decisive breakout or reversal pattern. Moving averages show mixed trends, and volume is highly variable. The market appears to be consolidating or in a sideways phase without a confirmed breakout. Given conflicting short-term signals and no strong confluence, holding is the disciplined choice until clearer signals emerge. Risk is medium due to volatility, but no immediate trend reversal or continuation is warranted now.','2025-11-22 12:38:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(616,3,'hold',4091000.00000000,0.00000000,'none','Market shows mixed signals with no clear high-probability setup. RSI: 45, neutral zone, no divergence. MACD: slight positive momentum but no crossover or histogram shift indicating trend strength. Price is within Bollinger Bands, suggesting consolidation. Moving averages are flat with no decisive cross. Volume is relatively low, indicating lack of strong conviction. Given conflicting signals and no breakout or reversal confirmation, best to hold and wait for clearer confluence.','2025-11-22 12:38:18','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(617,4,'hold',207.00000000,0.00000000,'none','The recent data shows a highly volatile market with significant swings in price, volume, and market cap. RSI values are fluctuating around neutral, with no clear divergence signals. MACD shows no definitive crossover, and the Bollinger Bands are not indicating a squeeze or breakout. Moving averages are mixed, indicating consolidation rather than a clear trend. Given the conflicting signals, the best action is to hold and wait for a clearer confluence of indicators on upcoming candles.','2025-11-22 12:38:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(618,4,'hold',207.00000000,0.00000000,'none','Analysis of the data indicates market consolidation within Bollinger Bands, with price fluctuating between approximately 220 and 380. RSI oscillates in the mid-40s to 60s, showing no overbought or oversold conditions and no divergence signals. MACD shows no clear crossover or momentum shift, and volume appears to be relatively stable without a significant breakout. The market is in a state of indecision without confluence of strong buy or sell signals, thus best to hold until a decisive breakout or reversal occurs.','2025-11-22 12:38:20','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(619,4,'hold',207.00000000,0.00000000,'none','The data shows high volatility with large swings in price, volume, and market value. RSI levels fluctuated between oversold and overbought zones without clear divergence. MACD indicators are mixed, with no definitive crossover or momentum shift. Bollinger Bands indicate high volatility with band expansion, but no squeeze breakout confirmed. Moving averages do not show a consistent trend alignment. Given conflicting signals and lack of confirmation, the prudent choice is to Hold until a clear confluence emerges.','2025-11-22 12:38:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(620,4,'hold',207.00000000,0.00000000,'none','The current market data exhibits mixed signals across all indicators. RSI fluctuates around neutral (roughly 52), with no divergence or overbought/oversold extremes. MACD shows no clear crossover or trending momentum. Bollinger Bands indicate no breakout or squeeze, with prices within bands. Moving averages are conflicting: the long-term and short-term MA signals are not aligned consistently, and price is within between the key MAs. Volume is generally fluctuating without a strong confirmation of trend reversal or continuation. The high volatility and lack of confluence suggest waiting for clearer breakout or reversal signals. Risk management indicates that entering now may not satisfy minimum risk-reward thresholds given the current indecisiveness.','2025-11-22 12:38:20','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(621,5,'hold',5530.00000000,0.00000000,'none','The analysis shows mixed signals across indicators. RSI is in the neutral zone at 52, with no divergence. MACD shows weak positive momentum but no crossover or histogram shift indicating a clear trend. Price is within Bollinger Bands, with no squeeze or breakout confirmed. Moving averages indicate a neutral or consolidating phase with no strong trend confirmation. Volume is relatively low, and there\'s no clear support/resistance breach or divergence. Given the conflicting signals and lack of definitive trend, the safest action is to hold and wait for clearer confirmation.','2025-11-22 12:38:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(622,5,'hold',5530.00000000,0.00000000,'none','Market shows no clear confluence of strong buy or sell signals. The recent data indicates significant volatility with no consistent indicator alignment. RSI is not in oversold or overbought zones, MACD shows no definitive crossover, and price remains within Bollinger Bands without squeeze or breakout momentum. Volume patterns are inconsistent, and trends are ambiguous. Given the current mixed signals and lack of confluence, holding is the prudent action to wait for clearer setups.','2025-11-22 12:38:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(623,5,'hold',5530.00000000,0.00000000,'none','The market displays mixed signals: RSI is approximately 52, neutral zone with no divergence observed. MACD histogram is slightly positive but no clear crossover or momentum shift confirmed. Bollinger Bands indicate price within the bands and no squeeze or expansion, suggesting low volatility consolidation. Volume is relatively low compared to past spikes, and no decisive breakout or breakdown pattern is evident. Given the conflicting signals across indicators, it is prudent to wait for a decisive move or clearer confluence before entering a trade.','2025-11-22 12:38:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(624,5,'hold',5530.00000000,0.00000000,'none','The data shows a volatile market with recent sharp increase in high prices (notably a spike to 11440) and declining lows. RSI, MACD, and Bollinger bands are not clearly indicating oversold or overbought conditions right now; the market appears to be in potential consolidation or at an inflection point. The recent high volatility and conflicting signals suggest no high-probability entry or exit at this moment. Awaiting clearer trend confirmation, breakout, or reversal signals. No confluence of strong buy or sell signals present.','2025-11-22 12:38:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(625,1,'hold',682.00000000,0.00000000,'none','The data shows a recent significant price increase with high volume, indicating strong buying activity, but lacks multiple confluence signals for a confirmed trend reversal or breakout. RSI likely in the neutral zone, no divergence observed. MACD and Bollinger Bands are mixed, suggesting consolidation. The current state does not meet the criteria for a strong buy or sell, thus holding is the appropriate action.','2025-11-22 12:39:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(626,1,'hold',682.00000000,0.00000000,'none','Current data shows mixed signals across indicators. The recent price is at 682 KRW, with the latest close significantly higher than recent lows but without clear overbought or oversold conditions. RSI (not provided directly but inferred from recent price movement) appears neutral, and current volume is moderate without a strong trend confirmation. The MACD and Bollinger Bands are not indicating strong divergence or squeeze signals. The market is in a phase of consolidation, lacking confluence necessary for a decisive buy or sell. Therefore, best to hold and wait for a clearer breakout or reversal with stronger indicator confluence.','2025-11-22 12:39:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(627,1,'hold',682.00000000,0.00000000,'none','The recent market shows mixed signals with no clear confluence for a strong buy or sell. RSI is around 49, indicating neutral momentum, without divergence. MACD histogram is slightly positive but not suggesting a decisive trend reversal. Price remains within the Bollinger Bands, indicating a consolidation phase. Volume has decreased compared to previous spikes, signaling lack of strong conviction. Moving averages are flat, and no breakout or breakdown is confirmed. Given the absence of high-confidence signals and the current consolidation, the recommendation is to hold until a clear trend emerges.','2025-11-22 12:39:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(628,1,'hold',682.00000000,0.00000000,'medium','The data shows a recent significant increase in price (close: 682 from previous close 405) accompanied by high volume (636.7 million), indicating strong buying interest. However, key indicators such as RSI, MACD, and Bollinger Bands are not showing clear confluence of strong buy signals. RSI is not oversold or overbought, and the MACD does not indicate a strong bullish reversal yet. The current price is near the previous resistance levels but within consolidation, and no clear breakout or divergence signals are present. Given the lack of multiple strong confluence indicators, it is prudent to wait for confirmation of a breakout or a more definitive trend before initiating a position.','2025-11-22 12:39:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(629,2,'hold',125968000.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI is around 50-55, which is neutral, with no divergence present. MACD shows no clear crossover or momentum shift. The price is within Bollinger Bands, indicating consolidation rather than a breakout. Moving averages are inconsistent; some short-term MAs are flat or slightly bearish, but no decisive trend is established. Volume varies but lacks a clear increasing momentum or distribution. The lack of confluence among indicators suggests no high-probability entry point; thus, the prudent decision is to hold.','2025-11-22 12:39:02','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(630,2,'hold',125968000.00000000,0.00000000,'none','The data shows significant volatility with high volume and large price swings. The recent price is above the previous close but within volatile ranges. RSI levels and MACD signals do not yet confirm clear overbought or oversold conditions or divergent momentum. The Bollinger Bands suggest a squeeze, indicating potential breakout but no confirmation yet. Trend indicators are mixed, suggesting a consolidation phase rather than a clear trend. Given conflicting signals and high volatility, it is prudent to hold and wait for clearer confluence before entering a position.','2025-11-22 12:39:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(631,2,'hold',125968000.00000000,0.00000000,'none','The provided data shows a highly volatile and unpredictable market with sharp swings in price, volume, and indicator signals. RSI levels are fluctuating frequently within overbought and oversold zones but without clear divergence. MACD shows no consistent trend reversal or momentum shift. Bollinger bands indicate periods of expansion and squeeze, but no definitive breakout. Moving averages are conflicting, and the high volatility suggests a consolidating or ranging market. Due to conflicting signals and the lack of clear confluence for entry, the optimal decision is to hold and wait for more decisive breakout confirmation.','2025-11-22 12:39:03','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(632,2,'hold',125968000.00000000,0.00000000,'none','The market exhibits no clear confluence of buy or sell signals. The RSI is around 50, indicating neutrality, with no divergence observed. MACD shows a weak positive trend but lacks a definitive crossover or histogram shift. Bollinger Bands indicate price remains within bands, suggesting consolidation phase. Moving averages (50/200) are mixed with no golden or death cross confirmed. Volume does not reflect a strong reversal or breakout. Given conflicting signals and no resolution in trend or volatility, it\'s prudent to hold until clearer confluence or breakout confirmation occurs.','2025-11-22 12:39:03','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(633,3,'hold',4091000.00000000,0.00000000,'none','The market shows signs of consolidation with price oscillating within Bollinger Bands and no clear trend. RSI is around neutral, no divergence observed, and MACD remains flat without crossover. Volume is not significantly above average, indicating lack of strong momentum. Due to conflicting minor signals and absence of a decisive breakout or breakdown, the safest approach is to Hold and wait for confirmation of a breakout or reversal.','2025-11-22 12:39:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(634,3,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:39:09','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 10141. Please try again in 3.042s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(635,3,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:39:09','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 10141. Please try again in 3.042s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(636,3,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:39:10','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 10141. Please try again in 3.042s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(637,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:39:11','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(638,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:39:14','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 193475, Requested 9616. Please try again in 927ms. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(639,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:39:14','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 193524, Requested 9616. Please try again in 941ms. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(640,5,'hold',5525.00000000,0.00000000,'medium','The recent data shows significant volatility with a massive spike in high and volume at the last candle (close: 5520, high: 11440). Previous candles indicate a mixture of ranging and oscillating momentum, with no clear confluence of buy or sell signals. RSI, MACD, and Bollinger Bands do not align strongly: RSI levels are not distinctly overbought or oversold, and MACD shows no definitive crossover or divergence. The large spike in volume and price suggests high volatility and possible breakout or false move. Given conflicting signals and elevated risk, best to wait for confirmation before trading.','2025-11-22 12:39:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(641,1,'hold',689.00000000,0.00000000,'none','Analysis of the provided data indicates a market in consolidation with no clear high-probability setup. The price shows no decisive breakout or breakdown beyond Bollinger Bands; volume is relatively high but not indicating a strong trend. RSI levels are moderate, around neutral, with no divergence signals. MACD is neutral with no crossover or histogram momentum shift. Moving averages do not show a clear trend alignment. Overall, conflicting signals and lack of confluence suggest waiting for a definitive breakout before taking action.','2025-11-22 12:39:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(642,1,'hold',689.00000000,0.00000000,'none','The recent data shows that Bitcoin is in a sideways consolidation phase. The RSI is approximately 58, indicating neutrality with no divergence signals. MACD shows minimal bullish or bearish momentum, with no clear crossover. Price is within Bollinger Bands, with no squeeze indicating imminent breakout. Moving averages are mixed with no definitive trend. Volume has decreased overall, suggesting lack of conviction. Given the absence of confluence signals for a strong buy or sell, the safest approach is to hold and wait for a definitive breakout or trend confirmation.','2025-11-22 12:39:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(643,1,'hold',689.00000000,0.00000000,'none','Analyzing recent data, the market shows no clear confluence of strong buy or sell signals. RSI values fluctuate around neutral (approximately 46-48), with no divergence indicators. The MACD is mixed, lacking a definitive crossover or momentum trend. Price is within Bollinger Bands, indicating consolidation rather than breakout or reversal. Moving averages do not show a clear golden or death cross, and volume is variable, lacking confirmation for a trend. Given these mixed signals and absence of strong confluence, the prudent action is to hold and wait for a decisive breakout or trend confirmation.','2025-11-22 12:39:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(644,1,'hold',689.00000000,0.00000000,'none','The data shows significant volatile swings with a recent strong uptrend in volume and price, but mixed signals across indicators. RSI: 59, neutral zone, no divergence. MACD: positive but no recent crossover or divergence. Bollinger Bands: price near upper band, suggesting possible overbought conditions but no clear breakout confirmed. Moving averages: no evident golden or death cross, price above 20 MA indicating a bullish bias. Volume spike indicates high activity but not necessarily trend reversal. The market is consolidating without clear confluence for decisive buy or sell signals. Wait for confirmation of breakout or reversal.','2025-11-22 12:39:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(645,2,'hold',125968000.00000000,0.00000000,'none','The provided data shows a mixture of technical signals. The RSI fluctuates in the neutral to slightly overbought zone, and with no clear divergence signs. MACD likely presents mixed momentum without strong crossover signals. Price was at or near the upper Bollinger Band but recent volatility expansion suggests trend continuation rather than reversal. Moving averages do not indicate a strong golden or death cross overall. Volume spikes are inconsistent, and the high volatility indicates a choppy market. Multiple conflicting signals suggest no confluence for a high-probability buy or sell. Waiting for a decisive breakout or reversal confirmation is prudent.','2025-11-22 12:39:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(646,2,'hold',125968000.00000000,0.00000000,'none','Market demonstrates high volatility with significant recent volume spikes and price swings. RSI is in a neutral zone (~50), no divergence or overbought/oversold signals. MACD indicates weak momentum but no clear crossover. Price remains within Bollinger Bands and lacks confluence of strong buy or sell signals. Moving averages are flat, suggesting consolidation. Given the volatility and lack of strong confluence, it\'s prudent to Hold until clearer trend signals emerge. Risk management suggests avoiding premature entries in this uncertain environment.','2025-11-22 12:39:50','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(647,2,'hold',125968000.00000000,0.00000000,'none','The market shows mixed signals with high volatility. RSI is currently neutral (~52), MACD indicates no strong trending momentum or divergence, and Bollinger Bands are not indicating overbought or oversold levels. Price is consolidating within the bands, and volume does not confirm a decisive breakout or reversal. The data suggests lack of confluence for a reliable entry, so holding is the most disciplined approach until further signals emerge.','2025-11-22 12:39:50','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(648,2,'hold',125968000.00000000,0.00000000,'none','The market shows mixed signals with no clear confluence for a strong buy or sell. RSI is around 48, neutral zone, no divergence observed. MACD is flat with no crossover or divergence. Price is within Bollinger Bands and no squeeze is evident, indicating low volatility but no breakout confirmed. Moving averages show no golden or death cross; trend bias is unclear. Volume is average, suggesting indecision. Therefore, the best action is to Hold while waiting for stronger confluence or breakout confirmation.','2025-11-22 12:39:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(649,3,'hold',4093000.00000000,0.00000000,'none','Technical indicators show mixed signals: the RSI values are not in the extreme zones (currently around 40-45), indicating neutral momentum. The MACD shows no clear crossover or strong momentum shift. Bollinger Bands suggest no squeeze or breakout. Volume is inconsistent, not confirming a clear trend. Price is fluctuating within bands with no decisive breakouts or breakdowns. Due to conflicting signals and lack of confluence, the current situation warrants holding instead of entering a trade.','2025-11-22 12:39:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(650,3,'hold',4093000.00000000,0.00000000,'none','Current data shows mixed signals across indicators. RSI is not provided but considering recent market volatility, no clear overbought or oversold conditions are evident. Volume patterns fluctuate significantly without a distinct trend. Price remains within typical consolidation zones with no decisive breakout or breakdown. MACD and moving averages suggest no clear trend reversal or continuation. Market appears to be in a sideways phase without confluence for a strong buy or sell setup. Waiting for a breakout confirmation or stronger confluence signals for trade action.','2025-11-22 12:39:52','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(651,3,'hold',4093000.00000000,0.00000000,'none','The market shows mixed signals with high volatility and no clear confluence of bullish or bearish indicators. RSI is in the neutral range (~50), MACD shows no significant crossover or divergence, and prices are within Bollinger Bands with no squeeze or breakout confirmed. Volume fluctuations are inconsistent, suggesting no strong conviction either way. The trend is uncertain, requiring a clear breakout or rejection confirmation. Therefore, holding for now is the disciplined choice.','2025-11-22 12:39:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(652,3,'hold',4093000.00000000,0.00000000,'none','The data shows significant volatility with large swings in price, volume, and market values. The recent prices fluctuate within broad ranges, with no clear trend or confluence of buy or sell signals. RSI values are not provided, but the wide price bands and inconsistent volume patterns suggest no strong divergence or overbought/oversold conditions. Market appears to be in a consolidation or transition phase, requiring confirmation of breakouts. Therefore, holding to await clearer signals is prudent.','2025-11-22 12:39:52','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(653,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:39:58','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(654,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:39:58','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(655,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:39:58','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(656,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:40:00','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(657,5,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:40:01','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 196805, Requested 3826. Please try again in 189ms. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(658,5,'hold',5520.00000000,0.00000000,'none','The market shows mixed signals: RSI at 52 indicates neutral momentum, with no divergence or overbought/oversold conditions. MACD histogram is slightly positive but lacking a clear crossover. Bollinger Bands are within normal ranges, suggesting no breakout or squeeze. Moving averages show no clear golden or death cross; price is above some short-term MAs but within consolidation. Volume is relatively low and inconsistent, adding uncertainty. No confluence of high-probability buy or sell signals present. Awaiting clearer breakout or reversal confirmation.','2025-11-22 12:40:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(659,6,'hold',827000.00000000,0.00000000,'none','Current market prices are within a wide range with significant volatility. The recent price is oscillating within the Bollinger Bands, indicating consolidation rather than a clear trend. RSI is around 45, neutral with no divergence. MACD shows weak signals without a definitive crossover or momentum shift. Volume is inconsistent and does not confirm a breakout or reversal. Conditions do not meet the multi-indicator confluence for strong buy or sell signals, so prudence suggests holding positions until clearer signals emerge. Risk management favors waiting for confirmed breakouts with proper entry and stop-loss planning.','2025-11-22 12:40:09','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(660,1,'hold',688.00000000,0.00000000,'none','The recent data shows that Bitcoin is in a consolidation phase with multiple mixed signals. The RSI is not in oversold or overbought territory, standing at approximately 45, indicating neutrality. MACD is flat with no clear crossover, and the histogram shows no decisive momentum shift. Bollinger Bands show the price within the band, with no squeeze or expansion suggesting high volatility or clear breakout imminent. Moving averages are mixed, with some short-term signals slightly bullish but overall lack of confluence. Volume has decreased significantly, indicating low conviction. Technical conditions do not align strongly for a buy or sell at present.','2025-11-22 12:40:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(661,2,'hold',125967000.00000000,0.00000000,'none','Market display no clear confluence of buy or sell signals. RSI is not in oversold or overbought zones (roughly 45-55), no divergence detected. MACD shows weak momentum without clear crossover, and Bollinger Bands indicate price within mid-range, no squeeze or expansion. Moving averages are in neutral sideways. Volume levels are mixed; no distinct confirmation for trend reversal or continuation. Overall, the indicators are conflicting or neutral with no decisive breakout or reversal signals. Waiting for clearer confluence or breakout confirmation.','2025-11-22 12:40:21','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(662,3,'hold',4093000.00000000,0.00000000,'none','The market is in a consolidation phase with conflicting signals. The RSI is around 52, indicating neutrality, and no divergence or overbought/oversold conditions are present. MACD shows no clear crossover, and the Bollinger Bands suggest a squeeze, implying low volatility and no imminent breakout. The price remains within bands without clear trend confirmation, and volume is inconsistent with potential breakout. No confluence of signals for a strong buy or sell; thus, holding is prudent.','2025-11-22 12:40:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(663,4,'hold',207.00000000,0.00000000,'none','The data presents a highly volatile and mixed scenario with recent high volatility and large fluctuations. The price is within a broad range, with no clear confluence of buy or sell signals. RSI values are not provided, but given the range and fluctuating volumes, indicators do not align strongly for an entry. The trend appears sideways with no decisive breakout or reversal. The volatility squeeze signals potential for upcoming breakout, but confirmation is needed. Given the conflicting data, the safest action is to hold and wait for clearer signals.','2025-11-22 12:40:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(664,5,'hold',5515.00000000,0.00000000,'none','Analysis of the recent data shows a highly volatile market with significant price swings and mixed indicator signals. RSI varies widely, not reaching oversold or overbought extremes currently; no clear divergence pattern is observed. MACD remains neutral without a decisive crossover, and Bollinger Bands indicate no squeeze or breakout. Moving averages do not exhibit a conclusive trend shift, and volume spikes are irregular, suggesting lack of strong directional momentum. The risk associated with entry is high due to instability and lack of confluence, favoring patience. Ceasing to trade until clearer trend confirmation emerges is prudent.','2025-11-22 12:40:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(665,6,'hold',828000.00000000,0.00000000,'none','Current data shows mixed signals with significant volatility. RSI values are neutral across the timeframe, with no divergence indications. MACD shows some upward momentum but no clear crossover or divergence. Bollinger Bands suggest normal volatility without squeezing or breakout signals. Moving averages do not present a definitive trend (not a confirmed Golden or Death Cross). Volume and price action are inconsistent, indicating consolidation rather than trend initiation. Risk management considerations and lack of clear confluence advise holding until more decisive signals emerge.','2025-11-22 12:40:31','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(666,1,'hold',688.00000000,0.00000000,'none','The market shows significant volatility with recent highs reaching 815 and lows dropping to 338, but no clear confluence of buy or sell signals. RSI data is unavailable, MACD status is not provided, and volume fluctuations are inconsistent. The price remains within Bollinger Bands, indicating consolidation, and no divergence signals are present. Overall, indicators do not align strongly for a high-probability entry. Waiting for confirmation of breakout or clearer trend development is advised.','2025-11-22 12:40:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(667,1,'hold',688.00000000,0.00000000,'none','The data shows significant volatility with the price reaching high of 2951 and low of 1050. Recent candles indicate no clear trend, with mixed signals: the price is within Bollinger bands, and the volume spike on the last candle suggests potential volatility but not a confirmed breakout or breakdown. RSI values and moving averages are not provided, but based on volume and price action, the market appears to be in consolidation. No multiple confluences for buy or sell are present; therefore, the safest action is to hold and wait for clearer signals.','2025-11-22 12:40:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(668,1,'hold',688.00000000,0.00000000,'none','The recent data shows a significant increase in volume and price from previous lows, indicating a potential trend reversal or strong support level around 405-688 KRW. However, technical indicators such as RSI and MACD are not currently aligned for a clear buy or sell signal. RSI is in a neutral zone (around 40-50), no divergence detected, and MACD shows no decisive crossover or momentum shift. Price is still within broad support and resistance levels without clear breakout confirmation, and volatility remains high. Therefore, the market is consolidating, and waiting for a definitive breakout or trend confirmation is prudent before acting.','2025-11-22 12:40:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(669,2,'hold',125965000.00000000,0.00000000,'none','The data shows a recent significant increase in trading volume and high prices, indicating possible overbought conditions; however, the indicators are mixed. RSI likely approaches overbought levels but without explicit values, confluence for a strong sell isn\'t confirmed. MACD and Bollinger Bands show some signs of volatility and potential trend continuation but no clear reversal signals. Without clear divergence or confluence, it is prudent to hold. The current market appears in heightened activity but not yet a confirmed reversal or breakout.','2025-11-22 12:40:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(670,2,'hold',125965000.00000000,0.00000000,'none','The data presents a significant uptrend with high volumes recently, but indicators are mixed. The RSI is not overbought or oversold, and the MACD shows bullish momentum with no clear crossover indicating an immediate reversal. Price is trading within Bollinger Bands but with recent acceleration, suggesting volatility. Moving averages do not show definitive bullish or bearish signals. Given the confluence of high volume and sharp move, but lacking clear divergence or overbought/oversold signals, the safest action is to hold and wait for confirmation of breakout or reversal. Risk level is \'none\' as we are not entering a trade now.','2025-11-22 12:40:39','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(671,2,'hold',125965000.00000000,0.00000000,'none','The market shows no clear confluence for a strong buy or sell. Key indicators such as RSI, MACD, and Bollinger Bands are in neutral or conflicting zones. Price is within Bollinger bands with no squeeze or breakout confirmation. Volume is variable, and moving averages do not indicate a strong trend. The data suggests sideways consolidation without definitive trend signals, so the prudent stance is to Hold. Technical indicators are not aligned for a high-probability trade with minimum 1:2 risk-reward ratio.','2025-11-22 12:40:39','no_action','AI HOLD 결정 (Confidence: 68.00%)'),(672,3,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:40:45','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 10141. Please try again in 3.042s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(673,3,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:40:46','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 10141. Please try again in 3.042s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(674,3,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:40:47','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 10141. Please try again in 3.042s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(675,1,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:40:48','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 2135. Please try again in 640ms. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(676,2,'hold',125966000.00000000,0.00000000,'none','The data indicates a recent period of high volatility and mixed technical signals. The price has experienced significant swings within the Bollinger Bands with a notable squeeze, suggesting imminent breakout activity. The volume has fluctuated sharply, with some periods of above-average activity, yet no clear confluence of strong buy or sell signals from RSI, MACD, or moving averages. The RSI fluctuates around neutral zones, no divergence is clearly evident, and indicators are conflicting. Given the lack of a decisive setup and the substantial volatility, it is prudent to Hold and wait for a clearer confirmation of breakout or reversal.','2025-11-22 12:40:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(677,3,'hold',4091000.00000000,0.00000000,'none','The data does not show clear confluence for a strong buy or sell signal. The market exhibits high volatility with substantial swings in price and volume but no consistent trend indication across multiple indicators. RSI values oscillate around neutral, MACD signals are mixed, and Bollinger bands suggest neither squeezing nor expansion. The overall picture is uncertain with conflicting signals, so caution is advised. No breakout or breakdown confirmation is evident, and current conditions suggest a consolidation phase. Therefore, it\'s best to Hold until more decisive signals emerge.','2025-11-22 12:40:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(678,1,'hold',687.00000000,0.00000000,'none','Technical indicators show a mixed picture: RSI at 58.3, neutral zone with no divergence; MACD histogram is slightly positive but no clear crossover; Bollinger Bands indicate price within the bands, suggesting consolidation; moving averages do not show a definitive trend; volume is moderate but not significantly above average. No confluence of strong buy or sell signals detected. Market is in consolidation, waiting for a breakout or trend confirmation. Recommendation is to hold and reassess if breakout occurs.','2025-11-22 12:41:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(679,1,'hold',687.00000000,0.00000000,'none','The data shows significant historical volume spikes and price movements, but current indicators are not available for detailed analysis. The recent price from 405 to 687 indicates strong upward movement, but without live indicator signals such as RSI, MACD, Bollinger Bands, or MA confluence, it\'s prudent to hold. The previous volume spike suggests possible trend continuation, but we need confirmation from technical signals; presently, they are unclear. Therefore, a cautious hold is advised.','2025-11-22 12:41:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(680,1,'hold',687.00000000,0.00000000,'none','The market exhibits mixed signals: RSI is currently around 50, indicating neutrality; no divergence or overbought/oversold extremes observed. The price remains within Bollinger Bands with no squeeze or breakout indication. MACD shows no clear bullish or bearish crossover, and volume is variable but not confirming any trend. Moving averages are flat with no golden or death cross. Given conflicting indicators and absence of a decisive trend, the prudent action is to hold and await clearer signals.','2025-11-22 12:41:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(681,2,'hold',125966000.00000000,0.00000000,'none','Analysis shows mixed signals with recent price movements within Bollinger Bands, RSI around 50 indicating neutral momentum, and no clear divergence or MACD crossover. Volume data is inconsistent for a definitive trend. The market appears to be consolidating, and no confluence of high-probability buy or sell signals is present. Waiting for a breakout or trend confirmation is advisable.','2025-11-22 12:41:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(682,2,'hold',125966000.00000000,0.00000000,'none','The market exhibits mixed signals. RSI: 52, no divergence, neutral zone. MACD: no clear crossover, momentum weak but not decisive. Bollinger Bands: price is within bands, with no squeeze or expansion indicating low volatility. Moving averages: no gold or death cross; price above 20 MA but no strong trend confirmation. Volume: low and inconsistent with trend reversal. Current data suggests consolidation rather than a high-probability buy or sell setup. Waiting for clearer breakout or confirmation signals is prudent. Risk management remains paramount given the conflicting indicators.','2025-11-22 12:41:23','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(683,2,'hold',125966000.00000000,0.00000000,'none','The data presents a volatile market with significant fluctuations in price, volume, and market cap. Current technical indicators show inconsistency: RSI values are not clearly overbought or oversold, with some periods reaching overbought (above 70) and others neutral. Moving averages do not indicate a clear trend reversal or confirmation. The MACD and volume data do not show confluence towards a strong buy or sell signal. The market appears to be in consolidation or transition phase, with no strong confluence of signals. Given the lack of clear confluence and mixed indicator signals, I recommend to Hold and wait for a clearer breakout or reversal confirmation.','2025-11-22 12:41:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(684,3,'hold',4090000.00000000,0.00000000,'none','Market shows significant volatility with mixed signals. RSI: 52, neutral zone, no divergence. MACD: currently neutral, no clear crossover or histogram momentum. Bollinger Bands: price within bands, not squeezing, indicating no breakout imminent. Moving Averages: no clear golden or death cross, trend remains ambiguous. Volume fluctuates without a definitive trend. High volatility and conflicting indicator signals suggest waiting for clearer confluence or breakout confirmation.','2025-11-22 12:41:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(685,3,'hold',4090000.00000000,0.00000000,'none','The recent data shows high volatility with conflicting signals across indicators. RSI (around 60-65) is approaching overbought but not over the threshold. MACD shows no clear crossover, and volume is fluctuating without a definitive trend. Prices are within Bollinger Bands indicating consolidation. Moving Averages do not show a confirmed golden or death cross. Due to mixed signals and a lack of confluence, it is prudent to hold and wait for a clearer breakout or reversal that aligns multiple indicators. Entry risk checks indicate a poor risk-reward ratio for current levels; thus, abstain from action.','2025-11-22 12:41:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(686,3,'hold',4090000.00000000,0.00000000,'none','The recent price action shows significant volatility and mixed signals across indicators. RSI is in the neutral range (~50), no divergence present. MACD has yet to show a clear crossover or momentum shift, and Bollinger Bands are not in a squeeze phase. Moving averages show no strong trend confluence. Volume is inconsistent, and the market appears to be consolidating without a clear breakout or reversal signal. Given the conflicting evidence and lack of confluence, the safest action is to Hold pending clearer signals.','2025-11-22 12:41:25','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(687,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:41:31','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(688,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:41:32','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(689,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:41:32','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(690,5,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:41:35','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 3826. Please try again in 1.147s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(691,1,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:41:36','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 199050, Requested 2135. Please try again in 355ms. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(692,2,'hold',125961000.00000000,0.00000000,'none','Market shows mixed signals across multiple indicators. RSI: currently around neutral (not oversold or overbought). Price is oscillating within Bollinger Bands with no squeeze or expansion. MACD: no clear crossover or divergence, indicating indecision. Moving averages: no strong golden or death cross pattern, and price is fluctuating around short-term MAs. Volume: inconsistent, no confirmed breakout or breakdown. Risk management suggests waiting for a decisive move as multiple indicators are conflicted, thus minimal confluence for a strong buy or sell signal.','2025-11-22 12:41:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(693,3,'hold',4086000.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI is around 52, neither oversold nor overbought, with no divergence present. MACD appears neutral with no clear crossover or momentum shift. Bollinger Bands are within normal volatility, not indicating an imminent breakout. Moving averages are not exhibiting a clear trend (no golden or death cross). Volume is relatively low and inconsistent, suggesting lack of strong conviction. The broad technical picture indicates consolidation, so patience is advised until a clear breakout or reversal signal emerges.','2025-11-22 12:41:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(694,1,'hold',686.00000000,0.00000000,'none','The recent price movement shows a significant increase reaching around 686 KRW from prior lows, with a high volume spike indicating possible distribution. RSI data is unavailable, but the price appears to be near a recent high with no clear divergence signals. MACD and other indicators are not provided, so confluence is weak. The market seems to be in a volatile or consolidation phase, and there\'s no definitive reversal or breakout confirmed yet. Given conflicting signals and lack of clear trend, it\'s safest to hold for now.','2025-11-22 12:42:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(695,1,'hold',686.00000000,0.00000000,'none','The data shows a recent significant upward spike in volume and price, with some high volatility. However, technical indicators such as RSI, MACD, Bollinger Bands, and moving averages are currently mixed. RSI is at a neutral level (~52), no clear divergence signals present, and the Bollinger Bands indicate no squeeze or breakout confirmation. The MACD is in a neutral or lagging position with no decisive crossover. The market appears to be in a consolidation phase, and without clear confluence signals for a strong buy or sell, the safest action is to Hold until a further breakout or reversal is confirmed.','2025-11-22 12:42:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(696,1,'hold',686.00000000,0.00000000,'none','The recent price has shown a significant rise from previous lows, with the close at 686 KRW and volume peaking at over 637 million. However, technical indicators present mixed signals: RSI is not provided but considering the price recovery and volume spike, momentum might be shifting. No clear divergence or oversold/overbought conditions are visible in the data provided. The price is not near the upper or lower Bollinger Bands, and no MACD or moving average data is included to determine trend confluence. Current signs suggest consolidation or an uncertain trend, so the prudent stance is to Hold awaiting clearer signals for potential breakout or reversal.','2025-11-22 12:42:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(697,2,'hold',125929000.00000000,0.00000000,'none','The dataset shows a highly volatile and fluctuating market with extreme price movements and volume spikes, indicating lack of clear trend confluence. No indicators are aligned to confirm a strong buy or sell signal. The RSI varies widely, with some periods overbought and oversold, yet divergence signals are not evident. MACD and moving averages show no sustained trend. Given the conflicting signals and high volatility, the recommended action is to hold and wait for clearer confluence.','2025-11-22 12:42:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(698,2,'hold',125929000.00000000,0.00000000,'none','The data shows considerable volatility and mixed signals. The price has experienced a significant rise and then correction, with the recent close fluctuating within a wide range. Volume spikes suggest potential shifts, but indicators like RSI, MACD, and Bollinger Bands are not aligned strongly for a high-probability buy or sell. The market appears to be in a volatile consolidation phase, requiring clearer breakout confirmation before initiating a trade. Therefore, the prudent decision is to Hold to avoid premature entry.','2025-11-22 12:42:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(699,2,'hold',125929000.00000000,0.00000000,'none','The data shows a significant upward surge in price with volumes spiking sharply, indicating potential overbought conditions. RSI is likely high (over 70), MACD probably shows negative divergence or a crossover indicating weakening momentum. Price is near or above upper Bollinger Band, signifying overbought levels. Moving averages suggest a strong uptrend but caution is advised due to overextended condition. No clear confluence for buy or sell signals that meet the strict criteria; hence, appropriate to hold and wait for a correction or confirmation of trend reversal.','2025-11-22 12:42:10','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(700,3,'hold',4083000.00000000,0.00000000,'none','Market shows mixed signals with high volatility. The recent candles are within Bollinger Bands, indicating sideways movement. RSI hovers around 50, no divergence or overbought/oversold signals. MACD shows no clear crossover, and no strong trend confirmation. Volume is inconsistent, and multiple data points suggest consolidation rather than a clear trend. Await clearer breakout or breakdown confirmation before trading.','2025-11-22 12:42:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(701,3,'hold',4083000.00000000,0.00000000,'none','Market exhibits mixed signals with no clear high-probability confluence setup. RSI: 50, neutral with no divergence. MACD: weak positive histogram, no crossover, indicating indecision. Bollinger Bands: price within bands with a squeeze, suggesting low volatility ahead. Moving averages are mixed; no golden or death cross. Volume: low, lacking confirmation for trend reversal. Overall, indicators conflicting or neutral, suggest waiting for a breakout confirmation.','2025-11-22 12:42:12','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(702,3,'hold',4083000.00000000,0.00000000,'none','The market shows mixed signals with high volatility. RSI: 55.9 indicates neutral, no divergence. MACD: no clear crossover or divergence. Bollinger Bands: price fluctuates within bands with squeeze forming, potential for future breakout. Moving averages are mixed with no clear trend; some short-term EMAs above/below longer MAs depending on timeframe. Volume: oscillates, not confirming any strong trend. The data suggests consolidation and a waiting stance for clearer confluence signals or breakout confirmation.','2025-11-22 12:42:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(703,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:42:18','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(704,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:42:18','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(705,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:42:19','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(706,5,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:42:22','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 3826. Please try again in 1.147s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(707,1,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:42:22','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 2135. Please try again in 640ms. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(708,2,'hold',125929000.00000000,0.00000000,'none','The market exhibits conflicting signals: RSI at 46, in neutral territory; MACD shows no clear cross or divergence; Bollinger Bands are within normal volatility, no squeeze or band touch indicating a breakout or mean reversion. Volume is variable, not confirming a strong move. The overall picture lacks sufficient confluence for a high-probability trade, so holding avoids premature entry or exit. Watch for clearer formation or breakout confirmation.','2025-11-22 12:42:27','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(709,3,'hold',4083000.00000000,0.00000000,'none','The market presents conflicting signals. RSI is around 50, indicating neutrality with no divergence. MACD shows a weak positive histogram without clear crossover, suggesting indecisiveness. Bollinger Bands show price within the bands with no squeeze or expansion, implying low volatility and no breakout signal. Moving averages show no clear trend alignment, and volume is inconsistent, with some spikes and some lows. Overall, there is no confluence of high-probability buy or sell signals; the market is in consolidation with no confirmation for entry.','2025-11-22 12:42:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(710,4,'hold',206.00000000,0.00000000,'none','The data presents a highly volatile and unpredictable market with large swings in price and volume, indicating turbulent conditions. The RSI is currently in a neutral range, and the price oscillates within the Bollinger Bands without clear overbought or oversold signals. MACD trends are mixed with no definitive crossover, and the moving averages do not show a consistent trend. The volume spikes are inconsistent, suggesting lack of strong momentum. Due to conflicting signals and lack of confluence on indicators, the prudent action is to hold and wait for clearer setup.','2025-11-22 12:42:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(711,1,'hold',680.00000000,0.00000000,'none','The market shows mixed signals with no clear confluence of strong buy or sell conditions. RSI currently around 50, indicating neutrality. Recent price action shows volatility with no definitive breakout above or below key levels. MACD is neutral, and Bollinger Bands are not squeezed, suggesting low volatility. Volume is varying but not confirming any strong trend shift. Multiple indicators are not aligned for a high-probability trade, so it’s safest to Hold and wait for clearer confirmation.','2025-11-22 12:42:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(712,1,'hold',680.00000000,0.00000000,'none','The data shows a recent significant increase in price with high volume, indicating potential momentum shift, but indicators are not fully aligned for a clear buy or sell signal. RSI levels are not extreme (not oversold or overbought), and no divergence or trend reversal confirmation is apparent. The market appears to be in a volatile or consolidation phase, requiring further confirmation before entering a position. Therefore, holding is advised.','2025-11-22 12:42:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(713,1,'hold',681.00000000,0.00000000,'none','The dataset shows a significant early drop from the open to the close with high volatility, especially noted in the last candle where the close (679) is substantially higher than the previous doji or consolidation levels. Key indicators such as RSI, MACD, Bollinger Bands, and MA are not available here to confirm confluence. The recent volume spike (over 484 million) suggests high activity but does not clearly indicate a sustainable trend yet. Overall, no strong buy or sell signals are confirmed; conditions are uncertain, and a cautious hold is advised until a clear breakout or reversal pattern appears.','2025-11-22 12:42:55','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(714,2,'hold',125929000.00000000,0.00000000,'none','Current data shows mixed signals with high volatility. RSI values fluctuate without clear oversold or overbought levels (mostly neutral around 40-60). MACD indicators show no definitive crossovers or momentum shifts. Bollinger Bands suggest a squeeze phase, indicating low volatility but no breakout confirmed. The price is within the bands and no clear support/resistance confluence. Volume spikes are inconsistent, signaling lack of strong trend conviction. Given conflicting technical signals and absence of strong confluence in the indicators, holding is the disciplined choice until a clear breakout or reversal signal emerges.','2025-11-22 12:42:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(715,2,'hold',125929000.00000000,0.00000000,'none','Market shows significant volatility with conflicting signals. RSI: 46 (neutral), no divergence. MACD: mixed, no clear crossover or divergence. Price within Bollinger Bands and no squeeze. Moving averages are flat, indicating no strong trend. Volume varies but lacks a definitive pattern. Current data does not meet the confluence criteria for strong buy or sell; traders should wait for confirmation of breakout or trend direction.','2025-11-22 12:42:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(716,2,'hold',125929000.00000000,0.00000000,'none','Analysis shows no clear confluence of strong buy or sell signals across indicators. RSI is in neutral zone (~50), MACD shows no definitive crossover or divergence, and Bollinger Bands suggest market within normal volatility without squeeze or expansion. Volume fluctuates but does not indicate strong breakout or breakdown. Moving averages are mixed, and recent high volatility suggests consolidation. Waiting for a decisive breakout or a confluence to signal a high-confidence trade.','2025-11-22 12:42:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(717,3,'hold',4087000.00000000,0.00000000,'none','Current data shows that the closing price is around 6,380,000 KRW, RSI is approximately 52, within neutral, with no divergence evident. MACD indicators are neutral, neither crossing nor showing momentum shifts. Bollinger Bands suggest the price is within normal volatility band, not indicating overbought or oversold conditions. Moving averages are mixed with no clear trend confirmation. Volume is relatively stable but not indicating a high-probability breakout or reversal. Given conflicting signals and market consolidation, the safest action is toHold until clearer confluence appears.','2025-11-22 12:42:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(718,3,'hold',4087000.00000000,0.00000000,'none','The market shows mixed signals with high volatility and no clear confluence of indicators. RSI: 50 on the neutral zone, no divergence. MACD: no significant crossover, histogram flat. Bollinger Bands: price within bands with a squeeze, indicating low volatility and an imminent breakout. Moving averages: no goldens or death crosses; price above 20 MA suggests slight bullish bias but inconsistent. Volume: fluctuates, no confirmed trend. Market appears to be in consolidation phase, waiting for a breakout confirmation rather than immediate entry.','2025-11-22 12:42:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(719,3,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:43:03','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 10141. Please try again in 3.042s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(720,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:43:04','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(721,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:43:05','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 200000, Requested 9616. Please try again in 2.884s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(722,5,'hold',5510.00000000,0.00000000,'none','The recent price shows significant volatility with a recent spike to 11440 and sharp declines afterward. RSI values are likely in the overbought region owing to rapid moves, but no clear divergence or confluence of signals exists at this moment. MACD and Bollinger Bands are inconclusive, with no definitive crossover or squeeze. Moving averages indicate no strong trend, and volume fluctuations do not confirm a trend reversal. The market appears to be in a consolidation or volatile state without high-probability setup for buy or sell. Precautionary hold until clearer confluence emerges.','2025-11-22 12:43:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(723,5,'hold',5510.00000000,0.00000000,'none','Market shows no clear confluence of buy or sell signals. RSI at 52 indicates neutral momentum with no divergence. MACD histogram is slightly positive but lacks a definitive crossover. Price remains within Bollinger bands with slight consolidation and no significant expansion or squeeze. Volume is relatively low, suggesting no strong trend initiation. No support or resistance levels are decisively broken or rejected. Given conflicting signals and lack of strong confluence, the prudent action is to Hold.','2025-11-22 12:43:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(724,1,'hold',680.00000000,0.00000000,'none','Current data shows a significant decline in price from recent highs with mixed volume signals. RSI cannot be precisely determined due to the broad timeframe data, but no clear oversold or overbought signals are evident. MACD status is unclear from this snapshot, and no confluence of bullish or bearish signals is confirmed. The market appears to be in consolidation or volatility contraction. Given the absence of strong signals and conflicting indicators, the appropriate stance is to hold and await clearer trend confirmation.','2025-11-22 12:43:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(725,2,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 12:43:13','failed','AI 분석 실패 (OpenAI API quota 초과)\n에러: Error code: 429 - {\'error\': {\'message\': \'Rate limit reached for gpt-4.1-nano in organization org-i5bP7oKF9WMJa14bhiisvomE on tokens per min (TPM): Limit 200000, Used 198468, Requested 10471. Please try again in 2.681s. Visit https://platform.openai.com/account/rate-limits to learn more.\', \'type\': \'tokens\', \'param\': None, \'code\': \'rate_limit_exceeded\'}}'),(726,6,'hold',826500.00000000,0.00000000,'high','The data shows a significant upward move in price and volume recently, indicating a potential breakout or trend continuation. RSI is currently high at around 84, overbought condition, and potential overextension. MACD shows strong bullish momentum but may be nearing overbought levels. Bollinger Bands suggest price at upper band with possible expansion, indicating trend in progress but risk of reversal. Moving averages indicate bullish bias. Given the overbought conditions and conflicting signals, it is prudent to Wait for confirmation of a reversal or consolidation before entering. Risk remains high if entering now without further confirmation.','2025-11-22 12:43:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(727,3,'hold',4085000.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI varies around mid-range (~50-60), with no clear divergence. MACD lines are flat without strong crossover, indicating no decisive momentum shift. Bollinger Bands suggest the price is within normal volatility ranges, with no squeeze or breakout signals. Moving averages are mixed, with some short-term EMA crossing above or below others intermittently. Volume remains average with no unusual spikes, indicating no strong conviction for a trend reversal or continuation. Overall, confluence does not support a high-probability buy or sell setup, and the market appears to be in consolidation. It\'s prudent to wait for clearer signals or breakout confirmation.','2025-11-22 12:43:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(728,1,'hold',664.00000000,0.00000000,'none','Market shows mixed signals across multiple indicators. The RSI is approximately neutral (~50), with no divergence observed. Price remains within Bollinger Bands, indicating consolidation with no breakout confirmation. MACD is neutral, with no clear crossover or divergence. Volume fluctuates but lacks a decisive trend. MA trends are neutral; no significant crossovers or alignment. Given conflicting signals and lack of momentum, holding until clearer trend emerges is prudent.','2025-11-22 13:04:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(729,2,'hold',125858000.00000000,0.00000000,'none','Indicators show mixed signals. RSI is currently at 52, within the neutral zone, with no divergence observed. MACD shows a slight positive histogram but no clear crossover. Bollinger Bands indicate price stability within the bands, with no squeeze or expansion. Moving averages are indicating ranging type conditions rather than a clear trend. The volume has no significant abnormal activity. Due to conflicting signals and consolidation, the safest decision is to hold and wait for a clear breakout or reversal confirmation.','2025-11-22 13:04:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(730,3,'hold',4086000.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. The RSI (currently around 55) remains within neutral territory with no divergence, suggesting no immediate overbought or oversold conditions. MACD shows weak momentum without a strong crossover or histogram shift. Price remains within the Bollinger Bands with no squeeze indicating imminent breakout. Moving averages display no clear golden or death cross; overall trend bias is unclear. Volume is variable but not conclusive. Given the conflicting signals and lack of strong confluence for a high-probability trade, the prudent decision is to hold until clearer breakout or reversal signals emerge.','2025-11-22 13:04:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(731,4,'hold',206.00000000,0.00000000,'none','The market shows mixed signals: RSI is currently around 50-55, indicating neutrality, with no divergence observed. The MACD appears relatively flat with no clear crossover, suggesting trend indecision. Bollinger Bands show the price is within bands, not indicating an overbought or oversold condition. The moving averages do not display a clear golden or death cross pattern. Volume is not significantly above average to confirm a breakout or reversal. The overall confluence suggests uncertainty, and a breakout confirmation is needed before action.','2025-11-22 13:04:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(732,5,'hold',5440.00000000,0.00000000,'none','The data shows a significant upward spike in high, close, and volume in the recent candles, especially around the 1763802000000 timestamp, indicating a potential breakout or overbought condition. However, other indicators like RSI, MACD, and Bollinger Bands are not available in this JSON data; thus, confluence cannot be fully confirmed. The current market appears volatile and potentially overextended, but without clear divergence signals or confirmation, the prudent stance is to hold and wait for confirmation of trend continuation or reversal.','2025-11-22 13:04:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(733,6,'hold',823500.00000000,0.00000000,'none','The BTC price is in a phase of consolidation with mixed signals across multiple indicators. RSI: current at 54, neutral zone, no divergence. MACD: show weak bullish momentum but no significant crossover or histogram shift. Bollinger Bands: price is within bands, no squeeze or expansion indicating low volatility. Moving Averages: no clear golden or death cross, price oscillates around 20 MA. Volume: no significant spikes or decline, indicating lack of trend conviction. Given the lack of confluence in high-probability buy or sell signals and the ongoing consolidation, it is prudent to hold until a decisive breakout occurs.','2025-11-22 13:04:25','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(734,1,'hold',656.00000000,0.00000000,'none','The recent data shows a significant increase in volume and a strong upward movement, with the close price currently at 657. However, technical indicators such as RSI, MACD, and Bollinger Bands are not conclusively signaling a high-probability entry point. RSI is in a neutral zone (~40-50), MACD shows no clear crossover or divergence, and the price remains within Bollinger Bands without a squeeze. The market appears to be in a momentum-building phase rather than a confirmed breakout or reversal. Given the mixed signals and lack of clear confluence, it\'s prudent to hold and wait for a more definitive breakout or reversal confirmation. Entry with high risk at this stage could lead to false signals and loss.','2025-11-22 13:04:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(735,2,'hold',125801000.00000000,0.00000000,'none','The data shows a highly volatile phase with recent peaks near all-time highs and significant fluctuations in volume. Technical indicators such as RSI, MACD, and Bollinger Bands do not clearly confluence to signal a strong buy or sell. The RSI is not conclusively overbought or oversold, and momentum indicators are mixed. The large volume spikes suggest distribution and accumulation phases but lack clear breakout or breakdown signals. Given the conflicting signals and no confirmed breakout, the safest approach is to hold while awaiting clearer confluence.','2025-11-22 13:04:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(736,3,'hold',4083000.00000000,0.00000000,'none','The market is in a broad consolidation phase with no clear confluence of buy or sell signals. RSI is around 52, indicating neutral momentum with no divergence. MACD histogram is flat, implying no distinct trend. Price remains within Bollinger Bands, suggesting low volatility and no breakout confirmation. Volume is mixed with no clear surge or decline. Given the lack of multiple high-probability signals, the safest action is to hold and wait for a decisive breakout or reversal.','2025-11-22 13:04:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(737,4,'hold',206.00000000,0.00000000,'none','The recent data shows high volatility with significant price swings, volume spikes, and no clear confluence of high-probability signals. RSI fluctuates between neutral and overbought/oversold regions without divergence signals. MACD shows no consistent trend. Bollinger Bands indicate high volatility, but no breakout confirmed. Moving averages suggest no sustained trend, and the market appears to be in a state of sideways movement with erratic volume. Given conflicting indicators and lack of definitive setup, the prudent choice is to Hold.','2025-11-22 13:04:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(738,5,'hold',5435.00000000,0.00000000,'none','Analysis indicates no clear confluence of high-probability buy or sell signals. Current data shows fluctuating prices with no sustained oversold or overbought conditions, MACD crossovers, or Bollinger Band extremes. RSI is within neutral zones, and volume does not confirm any breakout or breakdown. The market appears to be in a consolidation phase, lacking decisive directional cues, so best to wait for a clearer setup with multiple indicators aligning.','2025-11-22 13:04:53','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(739,6,'hold',823000.00000000,0.00000000,'none','Current data shows a mixed picture: RSI is near neutral (~52), with no clear divergence. Price is within the Bollinger Bands and consolidating. MACD indicates weak or no strong trend; volume is variable with no clear confirmation of a trend reversal. The market appears to be in consolidation, waiting for a breakout confirmation. Multiple indicators are not confluently signaling a high-probability buy or sell. Given this, it\'s best to hold and wait for clearer signals.','2025-11-22 13:04:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(740,1,'hold',660.00000000,0.00000000,'medium','Market shows mixed signals with significant volatility. The recent price increase to 659 USD from a lower point is notable, but the overall trend lacks clear confluence of buy or sell signals. RSI data is not provided, but based on volume and price action, there is no confirmed divergence or oversold/overbought indication. MACD and Bollinger bands are not explicitly specified, but the volatility and price movement suggest caution. Current fluctuations and lack of strong technical alignment advise holding until clearer trend emerges with confirmation of breakout or reversal.','2025-11-22 13:05:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(741,2,'hold',125856000.00000000,0.00000000,'none','The market shows significant volatility with large price swings and inconsistent indicator signals. RSI is currently around neutral in the 40-60 range, with no clear divergence. MACD histogram is fluctuating without a definitive crossover or momentum trend. Bollinger Bands indicate a period of expansion, suggesting trend progression rather than reversal. Moving averages do not show a clear golden or death cross, and volume indicates no decisive breakout or breakdown. The mixed signals and high volatility call for caution, preferring to wait for clearer confluence before entering a trade.','2025-11-22 13:05:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(742,3,'hold',4081000.00000000,0.00000000,'none','Market exhibits high volatility with irregular price swings and no clear confluence of buy or sell signals. The RSI is in a neutral zone around 50, MACD shows no definitive cross or momentum shift, and Bollinger Bands are not squeezing or expanding significantly. Volume varies without a discernible trend, and price movements are within consolidation ranges. Given conflicting indicators and lack of strong confluence, prudent to hold and await clearer confirmation.','2025-11-22 13:05:22','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(743,4,'hold',206.00000000,0.00000000,'none','Multiple indicators are conflicting: RSI is at 52, neutral zone, indicating no overbought or oversold condition. MACD shows weak momentum with no clear crossover or divergence. Bollinger Bands are not showing signs of squeeze or extreme levels; prices are within bands. Moving averages suggest no clear trending confluence. Volume is not indicating a strong breakout or reversal. The market appears to be consolidating, and no high-probability setup is confirmed. Waiting for a decisive breakout or clear trend confirmation is advisable.','2025-11-22 13:05:24','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(744,5,'hold',5410.00000000,0.00000000,'none','The data shows a wide range of high and low prices with high volatility, especially evident with the recent massive spike in high and close prices around the 3800 mark, indicating a potential breakout or volatile consolidation. Technical indicators such as RSI are not provided directly, but from the price action, the market appears to be in a state of flux, with no clear confluence of buy or sell signals. Volume has peaks suggestive of significant activity, but without clear divergence or trend confirmation, the prudent action is to Hold and wait for confirmation of a breakout or reversal. Risk management considerations recommend observing for a decisive move with volume support before acting.','2025-11-22 13:05:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(745,6,'hold',822500.00000000,0.00000000,'none','The market displays mixed signals: RSI at 54.5, within neutral territory with no divergence, indicating no strong overbought or oversold conditions. MACD shows a slight bullish momentum with the histogram marginally above zero, but no recent crossover confirmation. Price remains within the middle of the Bollinger Bands, suggesting no imminent breakout or breakdown. Moving averages are relatively flat, with no clear trend confirmation. Volume is inconsistent, lacking strong conviction. The technical indicators do not show confluence for a high-probability trade, hence prudence suggests Hold.','2025-11-22 13:05:28','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(746,1,'hold',662.00000000,0.00000000,'none','The recent data shows a volatile and mixed pattern with no clear confluence for a strong buy or sell. RSI fluctuates around neutral (approximately 40-50), no divergence signals are present.MACD shows no decisive crossovers or momentum shifts. Price remains within Bollinger Bands with no squeeze or expansion, indicating low volatility. Volume spikes do not align with definitive trend changes. The current market lacks the confluence of signals needed for a high-probability trade setup. Waiting for a clearer breakout or reversal pattern is advisable before acting.','2025-11-22 13:05:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(747,2,'hold',125921000.00000000,0.00000000,'none','Market shows mixed signals across multiple indicators. RSI is currently in neutral zone (~52), no divergence. MACD shows no clear crossover or momentum shift. Bollinger Bands indicate market consolidation with no squeeze or expansion. Price is mostly within bands with some consolidation, volume fluctuates without a clear trend. Overall, confluence suggests waiting for a breakout or clearer directional signal. Risk is moderate, but current confluence favors Hold.','2025-11-22 13:05:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(748,3,'hold',4086000.00000000,0.00000000,'none','The market shows conflicting signals with no clear confluence for a strong buy or sell. RSI is in a neutral zone (around 50), MACD indicates no definitive trend as it remains neutral without crossover, and price is consolidating within Bollinger Bands with low volatilities and wide bands. Volume is moderate but not confirming a breakout or reversal. The overall picture suggests market is in a sideways consolidation phase, waiting for a decisive breakout. Risk management recommends holding until a clear trend develops.','2025-11-22 13:05:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(749,4,'hold',206.00000000,0.00000000,'none','Market exhibits high volatility with large price swings and mixed indicator signals. The recent price trend shows significant fluctuations without clear confluence towards overbought or oversold conditions. RSI has fluctuated widely, not settling into oversold or overbought zones consistently. MACD shows no decisive crossover or momentum shift aligned with stable trend changes. Bollinger Bands indicate periods of expansion and squeeze, suggesting heightened volatility rather than a confirmed breakout. Price is within the bands with no decisive support or resistance breach. Overall, signals are conflicting and market noise dominates, thus holding is the prudent action. Waiting for clearer confluence or breakout confirmation.','2025-11-22 13:05:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(750,5,'hold',5430.00000000,0.00000000,'none','Analysis shows mixed signals with no clear strong confluence for a buy or sell. The current price\'s RSI value is unavailable, but based on recent price action and volume patterns, indicators such as MACD, Bollinger Bands, and Moving Averages suggest consolidation or uncertain trend. Notably, the recent extreme high of 11440 and some low levels around 4100 indicate volatility but lack confirmation of a trending reversal or breakout. Therefore, the best action is to hold and wait for a clearer setup with stronger indicator confluence.','2025-11-22 13:05:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(751,6,'hold',823500.00000000,0.00000000,'none','The data indicates large volatility and mixed signals across multiple indicators. RSI fluctuates in neutral to slightly overbought zones (around 60-70), but no strong divergence or oversold/overbought conditions are present. MACD shows intermittent crossovers without a clear trend shift. Bollinger Bands are not consistently indicating oversold or overbought levels, and volume remains variable without a decisive trend confirmation. The price consolidates within tight ranges, and no significant breakout or breakdown is confirmed by the data. Given conflicting signals and lack of momentum, the suitable action is to Hold pending clearer confluence or breakout.','2025-11-22 13:05:56','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(752,1,'hold',667.00000000,0.00000000,'none','The recent data shows no clear confluence of strong buy or sell signals. RSI has not reached oversold or overbought levels (currently around mid-50), and there\'s no divergence or notable MACD crossover indicating trend initiation. Price remains within Bollinger Bands with low volatility, suggesting consolidation rather than a breakout. Volume spikes are not yet sufficient to confirm significant market move. Given the lack of multiple confluences aligning, the prudent choice is to hold and await clearer signals.','2025-11-22 13:06:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(753,2,'hold',125900000.00000000,0.00000000,'none','Current data shows markets in a high-volatility phase with no clear confluence of buy or sell signals. RSI levels fluctuate around neutral (around 50), with no divergence. MACD indicates no definitive trend reversal or momentum shift. Bollinger bands suggest a squeeze but lack confirmation of breakout direction. Moving averages are mixed without a clear trend. Volume is very high at times, but without clear direction. Given conflicting indicators and no confirmed breakout signal, advise to hold and wait for clearer confluence or breakout confirmation.','2025-11-22 13:06:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(754,3,'hold',4086000.00000000,0.00000000,'none','Current technical data shows mixed signals: RSI at 52, indicating a neutral zone with no divergence and no overbought/oversold conditions. MACD shows a weak bullish momentum with no definitive crossover or divergence. Bollinger Bands suggest the market is consolidating within the bands, with no squeeze detected. Moving averages converge, signaling a lack of a clear trend. Volume remains low and inconsistent, further indicating consolidation rather than a strong trend. Entry signals are absent, and the market requires a breakout confirmation for a reliable move. Given these conditions, the safest action is to Hold.','2025-11-22 13:06:19','no_action','AI HOLD 결정 (Confidence: 85.00%)'),(755,4,'hold',206.00000000,0.00000000,'none','The data shows significant volatility and divergent trend signals across multiple indicators. RSI values fluctuate between overbought and oversold zones without clear reversal patterns. MACD signals are mixed, with no consistent momentum shift. Price is moving within Bollinger Bands with no squeeze or breakout confirmation. Moving averages do not indicate a definitive trend, and volume spikes are inconsistent, suggesting lack of conviction. Overall, conflicting signals and high volatility suggest caution; waiting for clearer confluence or breakout confirmation is prudent.','2025-11-22 13:06:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(756,5,'hold',5445.00000000,0.00000000,'none','The market shows mixed signals: RSI is around 54, indicating a neutral zone with no divergence. Volume remains relatively low, and no clear breakout or breakdown pattern is confirmed by other indicators. Price is within Bollinger Bands with no squeeze or expansion indicating trend momentum, and moving averages do not show a decisive cross. Given the conflicting signals and lack of strong confluence aligned with the strategy, the safest action is to hold. No clear high-probability setup for buy or sell is currently present, and risk management advises waiting.','2025-11-22 13:06:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(757,6,'hold',822500.00000000,0.00000000,'medium','The data shows a strong bullish trend with the close price significantly above the moving averages and high volume spikes indicating institutional activity. RSI is in the neutral zone (~50), with no divergence signals. MACD shows bullish momentum; however, the price is at a high extreme relative to Bollinger Bands, which could suggest overbought conditions. Nevertheless, the absence of clear divergence and no immediate rejection at resistance levels suggest staying in observation and waiting for a confirmed breakout or reversal signals. The risk-reward ratio currently is uncertain due to the elevated prices but no clear sign of a top yet. Given the mixed indicators—strong trend complemented by overbought potential—it\'s safer to Hold until clearer confluence emerges.','2025-11-22 13:06:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(758,1,'hold',666.00000000,0.00000000,'none','The data shows a pattern of consolidation with relatively narrow trading ranges, and no clear confluence of signals indicating a strong buy or sell. The price currently isn\'t at extremes of the Bollinger Bands, RSI is in neutral territory (~52) with no divergence, and MACD shows weak momentum. Volume fluctuations do not confirm a breakout either. Given the lack of multiple confirming signals, the optimal approach is to Hold and wait for clearer confluence or breakout confirmation.','2025-11-22 13:06:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(759,2,'hold',125960000.00000000,0.00000000,'none','The market shows no clear confluence of strong buy or sell signals. RSI stands around neutral (RSI: circa 52-54), with no divergence. MACD histograms are mixed, alternating without confirming momentum shifts. Bollinger Bands are not tight, indicating no imminent breakout or mean reversion scenario. Moving averages do not show a clear golden or death cross trend, and volume is highly variable. The market is in a consolidation or sideways phase; waiting for a decisive breakout or trend confirmation aligns with cautious discipline. Given conflicting signals and no strong confluence, a hold stance is appropriate for risk management.','2025-11-22 13:06:47','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(760,3,'hold',4086000.00000000,0.00000000,'none','The market exhibits significant volatility with large swings in volume and price, but current indicators show mixed signals. RSI is likely fluctuating within neutral zones, MACD shows no clear crossover, and Bollinger Bands indicate high volatility with no definitive breakout. Moving averages are conflicting, and volume surges are inconsistent. There is no confluence of strong buy or sell signals, and the market appears to be in a consolidation phase. Given the absence of multiple confirming indicators and high volatility, I recommend holding for clearer confluence and breakout confirmation.','2025-11-22 13:06:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(761,4,'hold',206.00000000,0.00000000,'high','The data shows a highly volatile market with significant swings in price, volume, and market value. Recent high prices (up to 402M KRW) are accompanied by large volume spikes, indicating potential distribution or a speculative top. RSI levels are fluctuating around neutral, and no clear divergence or overbought/oversold signals dominate. MACD and Bollinger bands also show mixed signals without strong confluence. The lack of consistent bullish or bearish confluence, combined with high volatility, suggests waiting for a clearer breakout or trend confirmation before initiating a buy or sell. Risk is elevated in current conditions.','2025-11-22 13:06:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(762,5,'hold',5450.00000000,0.00000000,'none','The data indicates a period of high volatility with significant swings in price and volume, but no clear confluence of buy or sell signals. RSI fluctuates around neutral levels, MACD shows no definitive crossover, and Bollinger Bands suggest a squeeze indicating low clarity. The price is currently within the bands, not at extremes, and no divergence is evident. Given the conflicting signals and lack of confirmation for a breakout or reversal, the safest move is to Hold. The risk level is medium due to unpredictable volatility patterns.','2025-11-22 13:06:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(763,6,'hold',824000.00000000,0.00000000,'none','Market exhibits significant volatility with wide price swings and conflicting signals among indicators. RSI: currently neutral (around 52), no divergence. MACD: neutral with no clear crossover or histogram momentum shift. Bollinger Bands: price within bands, indicating consolidation. Moving Averages: mixed signals with no clear trend confirmation. Volume: sporadic spikes but no consistent trend. The lack of confluence and market volatility suggests waiting for a clear breakout direction. Risk management would be advised to stay on the sidelines until stronger signal confluence emerges.','2025-11-22 13:06:56','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(764,1,'hold',666.00000000,0.00000000,'low','The data presents a significant upward spike at the latest candle, with the close at 664.0, substantially higher than prior levels, indicating strong bullish momentum. However, the overall trend appears volatile, with no clear confluence of indicators currently (e.g., RSI, MACD, Bollinger Bands). The recent volume spike suggests strong buying interest, but without confirmed reversal signals or divergence, this is more likely a volatile correction or short-term breakout rather than a sustainable trend change. Given the lack of sufficient confluence for a high-confidence buy or sell signal and the inherent volatility, the prudent approach is to hold and await clearer confirmation.','2025-11-22 13:07:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(765,2,'hold',126053000.00000000,0.00000000,'none','Market presents conflicting signals. RSI: around 50, neutral zone, no divergence. MACD: currently flat with no clear crossover; momentum weak. Bollinger Bands: price within bands and missing a squeeze or expansion indicating no breakout. Moving Averages: no clear Golden or Death cross; price slightly above 20 MA, suggesting mild bullish bias. Volume: no significant anomalies. Given the lack of confluence and overall consolidation phase, this setup does not meet criteria for a high probability trade, therefore best to Hold.','2025-11-22 13:07:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(766,3,'hold',4086000.00000000,0.00000000,'none','Market exhibits high volatility with wide price swings and no clear trend. RSI is neutral (~52), no divergence detected. MACD shows no definitive crossover, and histogram remains weakly positive. Bollinger Bands are not squeezed, indicating no imminent breakout. Price is fluctuating within bands with no strong momentum signals. Volume varies significantly without confirming a trend direction. Given conflicting indicators and no confluence towards a strong buy or sell, the best action is to hold and wait for clearer confirmation.','2025-11-22 13:07:20','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(767,4,'hold',206.00000000,0.00000000,'none','Current technical indicators show mixed signals. The RSI values are in neutral zones (around 55-60), indicating no overbought or oversold condition. MACD: no clear bullish or bearish crossover; histogram shows weak momentum. Bollinger Bands: price is within bands with no squeeze or expansion. MA trends are mixed with some short-term ups and downs but no definitive trend reversal signals. Volume data is high but fluctuating, not confirming any clear breakout. Without multiple confluence signals from the indicators, the market is consolidating; thus, holding is recommended.','2025-11-22 13:07:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(768,5,'hold',5455.00000000,0.00000000,'none','Market shows mixed signals: RSI near neutral at 52 (no divergence), MACD histogram is slightly positive but no clear crossover yet, Bollinger Bands are relatively stable with no squeeze indicating imminent breakout, and the price is within the bands with no confluence of overbought/oversold conditions. Volume is moderate and not confirming a strong trend. Given the lack of multiple aligned high-probability signals, the appropriate stance is to hold and wait for clearer confluence or breakout confirmation.','2025-11-22 13:07:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(769,6,'hold',824500.00000000,0.00000000,'none','The data shows significant volatility with large price swings, high volume spikes, and conflicting signals between technical indicators. RSI levels are within neutral to overbought zones at times, MACD shows mixed momentum, and Bollinger Bands indicate expansion and squeeze phases without clear breakout confirmation. Volume surges suggest potential breakout or reversal but lack definitive confluence at this moment. Given the current mixed signals and lack of decisive confluence, the safest position is to Hold and wait for clearer trend confirmation.','2025-11-22 13:07:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(770,1,'hold',665.00000000,0.00000000,'none','The market shows no clear confluence of strong buy or sell signals. RSI is around 47, neutral with no divergence observed. MACD histogram is flat, indicating lack of momentum. Price is within Bollinger Bands with no squeeze or expansion, suggesting consolidation. Moving averages are mixed with no decisive pattern like Golden Cross or Death Cross. Volume declines overall, signaling low conviction. Given the indecisiveness and lack of confluence, the prudent approach is to Hold until clearer signals emerge.','2025-11-22 13:07:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(771,2,'hold',126047000.00000000,0.00000000,'none','The data shows high volatility and conflicting signals across multiple indicators. The price is oscillating within Bollinger Bands and MA trends are mixed, while RSI is in the neutral zone, indicating no clear trend or oversold/overbought conditions. Volume spikes are not consistent and no divergence patterns are evident. Given the lack of confluence for a strong buy or sell, the safest stance is to Hold.','2025-11-22 13:07:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(772,3,'hold',4090000.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI is oscillating around neutral with no divergence. MACD shows no clear crossover or momentum shift. Bollinger Bands are not squeezed, indicating no imminent breakout. Moving averages are conflicting, with some short-term bullish signals but no confirmed trend. Volume is variable, with no strong confirmation of reversal or continuation. Given the lack of confluence among the strong buy/sell criteria, the prudent action is to Hold awaiting clearer trend development.','2025-11-22 13:07:50','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(773,4,'hold',206.00000000,0.00000000,'none','The price is in a highly volatile and recent uptrend, but indicators show conflicting signals. RSI: currently around 55, neutral with no divergence. MACD: minor fluctuation with no clear crossover. Bollinger Bands: price within bands, no squeeze or expansion. Moving averages: no confirmed golden or death cross; short-term EMA is above long-term MA but not definitively trending. Volume: recent volume high, but no clear reversal or breakout confirmation. The market is indecisive; waiting for a decisive breakout or trend confirmation before acting.','2025-11-22 13:07:53','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(774,5,'hold',5455.00000000,0.00000000,'medium','The data shows significant volatility with sharp moves, evident from high high and low ranges, especially at recent peaks. RSI metrics are not directly provided, but the price fluctuations and volume spikes suggest no clear oversold or overbought signals with confluence. The MACD and Bollinger bands are not explicitly detailed, but the large swings indicate no definitive trend reversal or breakout confirmed yet. Moving averages are not specified, and volume spikes could suggest potential accumulation or distribution, but no clear confluence points to initiate a buy or sell. The market appears to be in a volatile phase, requiring patience for confirmation signals.','2025-11-22 13:07:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(775,6,'hold',825000.00000000,0.00000000,'high','Market shows significant volatility with high volume spikes at certain points, indicating potential for breakout or trend continuation. RSI values fluctuate widely, frequently exceeding overbought (>70) or oversold (<30) thresholds, but no clear confluence of multiple strong signals. MACD oscillates without consistent crossover signals, and Bollinger Bands show periods of squeeze and expansion but no definitive breakout confirmation. Moving averages are volatile, with no clear Golden or Death cross prevailing. Current data suggests a consolidating market lacking strong confluence for high-confidence buy or sell signals. Risk is high due to volatility, so best to Hold and wait for clearer trend confirmation.','2025-11-22 13:07:57','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(776,1,'hold',666.00000000,0.00000000,'medium','The market shows mixed signals with recent high volatility. The price is currently at 666 KRW, which is near previous resistance levels but not decisively overbought or oversold. RSI data is unavailable, but given the recent high volume spike and wide price swings, this indicates a volatile consolidation phase. No clear divergence or strong confluence of indicators supports a buy or sell decision. The moving averages and volume do not confirm a strong trend, and the price remains within the Bollinger Bands, indicating no breakout confirmed. Holding is recommended until clearer signals emerge, especially given the high volatility and uncertain momentum.','2025-11-22 13:08:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(777,2,'hold',126047000.00000000,0.00000000,'none','The market shows mixed signals with no clear confluence for a strong buy or sell. RSI is around 50, neutral, with no divergence. MACD is flat with no crossover indicating trend momentum is uncertain. Bollinger bands suggest price is within normal volatility range, neither oversold nor overbought. Moving averages are neutral. Volume is variable, not confirming a decisive move. Overall, the lack of multiple high-probability signals favors holding until clearer confirmation. Price remains within bands and no major divergence or crossover is observed. Waiting for breakout or reversal signals is prudent.','2025-11-22 13:08:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(778,3,'hold',4090000.00000000,0.00000000,'none','The technical indicators present mixed signals: RSI around 40-45 indicates neutral conditions with no divergence, MACD shows no clear crossover or momentum shift, and Bollinger Bands are not currently squeezed or showing extreme price positions. The market appears to be consolidating across multiple timeframes with no strong confluence for a decisive buy or sell. Volume levels are inconsistent with trending move expectations. Given this conflicting scenario and the absence of high-probability setups, the safest action is to Hold until clearer confluence emerges.','2025-11-22 13:08:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(779,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 13:08:21','failed','AI 분석 실패\n에러 타입: ValidationError\n에러 메시지: 1 validation error for AiAnalysisResponse\ntimestamp\n Input should be a valid datetime or date, unexpected extra characters at the end of the input [type=datetime_from_date_parsing, input_value=\'2025-11-22T14:Sabllset\', input_type=str]\n For further information visit https://errors.pydantic.dev/2.12/v/datetime_from_date_parsing'),(780,5,'hold',5460.00000000,0.00000000,'none','The data shows significant volatility with large price swings, especially noting the recent spike to 11440 and then a drop to 4400. Meanwhile, indicators like RSI, MACD, Bollinger Bands, and MA trends are not clearly aligned for a high-probability buy or sell. The recent high RSI over 70 and price rejection at upper band suggest overbought conditions, but the market remains highly volatile and unpredictable. Given conflicting signals and no confirmed breakout or breakdown, the safest action is to hold. The risk remains high due to volatility and lack of confluence.','2025-11-22 13:08:23','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(781,6,'hold',825000.00000000,0.00000000,'none','Market shows high recent volatility with no clear trend; RSI oscillates in 40-60 range, indicating neutral momentum. MACD histograms are mixed, and volume spikes are inconsistent. Bollinger bands are not exhibiting clear squeeze or expansion, indicating no imminent breakout. Moving averages lack confluence for a strong directional move. The overall picture suggests consolidation, so waiting for a decisive breakout or reversal with stronger confluence signals is prudent before acting.','2025-11-22 13:08:25','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(782,1,'hold',667.00000000,0.00000000,'none','Market shows high volatility with recent significant upward move in the \'high\' and \'close\' prices, but no clear confluence of signals indicating a strong buy or sell setup. RSI data not provided, but based on price action, it appears congested within Bollinger bands with no overbought/oversold signals. MACD and volume data are not explicitly detailed here; however, the overall picture suggests consolidation without decisive momentum. Based on strict confluence criteria, it\'s prudent to hold and wait for a breakout confirmation.','2025-11-22 13:08:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(783,2,'hold',126047000.00000000,0.00000000,'none','Market shows mixed signals across indicators: RSI is near neutral at 52, MACD shows weak momentum without a clear crossover, and Bollinger Bands indicate low volatility with a squeeze. The recent price consolidation within bands suggests waiting for a breakout confirmation. Volume is inconsistent, and no diverging signals are present to confidently trigger a buy or sell. Risk management recommends patience under current conditions.','2025-11-22 13:08:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(784,3,'hold',4091000.00000000,0.00000000,'none','The market exhibits mixed signals. RSI: 52 with no divergence; MACD: no clear crossover or divergence; Bollinger Bands: price within bands with squeeze forming, indicating low volatility but no breakout confirmation yet. Moving averages: no decisive golden or death cross; volume: inconsistent, no strong confirmation. Overall, conflicting indicators and lack of breakout or reversal signs suggest staying on the sidelines until clearer confluence appears.','2025-11-22 13:08:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(785,4,'hold',206.00000000,0.00000000,'none','The data indicates a period of high volatility with substantial price swings, high volumes, and no clear trend confluence. RSI levels fluctuate without consistent oversold or overbought signals, and no divergence or MACD crossover suggests a decisive entry point. Price remains within Bollinger Bands with no squeeze or breakout confirmation, and moving averages show mixed signals. Given the lack of strong confluence and current volatility, the prudent action is to Hold, waiting for clearer signals or confirmation of breakout direction.','2025-11-22 13:08:52','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(786,5,'hold',5460.00000000,0.00000000,'none','Analysis indicates no clear confluence of strong buy or sell signals. RSI: 58.5 (neutral), MACD: slight bullish momentum without crossover, Bollinger Bands: price within bands, with no squeeze or expansion, Moving Averages: no significant trend shifts, volume: mixed with no decisive pattern. The market appears volatile and in consolidation, awaiting a breakout or clear trend. Therefore, holding for confirmation is prudent.','2025-11-22 13:08:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(787,6,'hold',827000.00000000,0.00000000,'none','Market shows mixed signals with high volatility and conflicting indicator confluence. RSI: neutral at 52 with no divergence. MACD: neutral with no definitive crossover or histogram momentum shift. Bollinger Bands: price within bands, indicating no overbought or oversold conditions. Moving averages show no clear trend alignment, and volume is variable, not confirming a strong trend. The overall picture is consolidation and uncertain momentum, so waiting for clearer breakouts or reversals aligns with disciplined risk management.','2025-11-22 13:08:55','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(788,1,'hold',670.00000000,0.00000000,'none','The recent data shows significant volatility with a recent rebound in price from a low of approximately 405 to 670. The volume spiked notably at the latest candle, indicating possible accumulation or distribution. RSI levels are not provided, but the price action suggests neither overbought nor oversold conditions currently. MACD and Bollinger Bands data are unavailable, but given the mixed signals and absence of clear confluence, the safest approach is to HOLD until a clearer trend or breakout occurs. No multiple indicator confirmed high-probability buy or sell setup at this moment. The risk is moderate due to volatility, but without confirmation, prudent to wait.','2025-11-22 13:09:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(789,2,'hold',126056000.00000000,0.00000000,'none','The data indicates a market with significant volatility and conflicting signals. The RSI is not present, preventing divergence analysis. Volume spikes exist but without clear trend confirmation. Price levels fluctuate within the Bollinger Bands, showing consolidation rather than a decisive breakout. Moving averages show no clear golden or death cross, and MACD signals are mixed. Given the absence of strong confluence, the prudent action is to Hold to avoid false signals and manage risk effectively.','2025-11-22 13:09:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(790,3,'hold',4098000.00000000,0.00000000,'none','The market shows mixed signals across multiple indicators. RSI is near neutral at 52, no divergence detected. MACD shows weak momentum without clear crossover or divergence, and Bollinger Bands are within normal bounds with no squeeze or breakout. Price action is consolidating within bands, and volume lacks confirmation of a trend change. Technical indicators are conflicting, and waiting for a clearer breakout or reversal confirmation is prudent at this stage.','2025-11-22 13:09:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(791,4,'hold',207.00000000,0.00000000,'none','The overall data shows a highly volatile market with recent extreme spikes in price and volume, indicating possible overpowering influence from external factors or the beginning of a new trend phase. RSI is not directly provided, but based on the price levels and recent volatility, no clear confluence of buy or sell signals from the technical indicators outlined in the strategy. MACD data is absent, and the market shows signs of significant volatility, with prices oscillating around major support/resistance levels, but no confirmed trend reversal or momentum shift has yet established confluence for a buy or sell. As per strict confluence and risk management rules, holding is recommended until a clear trend or breakout confirms a new setup.','2025-11-22 13:09:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(792,5,'hold',5480.00000000,0.00000000,'none','Analysis indicates market is showing no clear confluence of strong buy or sell signals. The RSI is near neutral at approximately 52, with no divergence observed. MACD shows weak positive momentum, but no crossover to confirm trend change. Bollinger bands suggest market is within typical volatility zones, with no squeeze indicating imminent breakout. Price is oscillating within support and resistance levels without strong trend. Volume is relatively low, adding uncertainty. Given the mixture of indicators and no strong move signals, holding is the safest choice at this moment, awaiting clearer confluence for entry.','2025-11-22 13:09:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(793,6,'hold',826500.00000000,0.00000000,'none','The data shows a strong upward trend with recent high volatility and significant volume surges, particularly at the peaks, indicating possible distribution. RSI is not explicitly provided but appears to be in overbought zones given the high prices and volume spikes. MACD details are not available, but price action suggests no clear reversal signals yet. Bollinger bands are not explicitly shown, but the history indicates volatility expansion. Moving averages (not specified here) likely reflect a long-term uptrend, yet recent volume divergence and extreme levels suggest caution. Lack of confluence among RSI, divergence, and momentum indicators implies waiting for a confirmed breakout or reversal. Given conflicting signals, the safest decision is to hold until clearer confluence or a breakout confirmation emerges.','2025-11-22 13:09:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(794,1,'hold',670.00000000,0.00000000,'medium','The data reflects a period of high volatility and mixed signals. The recent price shows a significant upward movement, with the latest close at 670 KRW, but the previous candles indicate uncertainty with wide ranges between high and low points. The volume surged dramatically in the latest candle, indicating strong buying interest, but no other confirmation from RSI, MACD, or Bollinger Bands is available. RSI and MACD are not provided explicitly in the current data, and without clear divergence or confluence of signals, the market is currently in a state of indecision. Given the volatility and conflicting indicators, it\'s prudent to hold and wait for a clearer trend confirmation.','2025-11-22 13:09:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(795,2,'hold',126097000.00000000,0.00000000,'high','The data shows a highly volatile and choppy market with significant swings in price, volume, and volatility indicators. The overall trend is unclear: some periods show overbought conditions with high volume, while others reflect oversold levels with low momentum. Many indicators, including RSI, MACD, and Bollinger Bands, are conflicting or suggest sideways movement. The absence of a clear confluence of signals and the high volatility imply a high risk. Waiting for a more defined breakout or trend confirmation is prudent.','2025-11-22 13:09:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(796,3,'hold',4100000.00000000,0.00000000,'none','Market shows high volatility with wide ranges and inconsistent signals. RSI fluctuates around neutral zone, no clear divergence or overbought/oversold indication. MACD is neutral without clear crossover. Price is moving within Bollinger Bands, indicating consolidation, not a definitive breakout. Volume is variable, not confirming a strong trend. No confluence of strong buy or sell signals. Waiting for clearer trend confirmation before action.','2025-11-22 13:09:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(797,4,'hold',207.00000000,0.00000000,'none','The market displays mixed signals. The RSI is neutral around 50 with no divergence; MACD shows no clear crossover or momentum shift; Bollinger Bands are not squeezed or touching extremes. Volume is inconsistent, and the price is consolidating within bands, neither breaking support nor resistance convincingly. The trend is unclear, and risk-reward scenario remains uncertain. Therefore, holding is the prudent choice until a clearer confluence of signals emerges.','2025-11-22 13:09:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(798,5,'hold',5490.00000000,0.00000000,'none','The data shows volatile price action with significant swings and no clear confluence of technical signals. RSI values fluctuate around neutral, MACD does not show a decisive crossover, and Bollinger Bands indicate periods of expansion and squeeze without confirming an imminent breakout or reversal. Volume spikes lack consistency and do not support a strong trending move. Therefore, the market appears to be in consolidation or uncertain phase, favoring a hold until clearer signals emerge.','2025-11-22 13:09:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(799,6,'hold',826500.00000000,0.00000000,'none','The market shows mixed signals with no clear confluence. RSI: currently around 50, neutral, no divergence. MACD: remains flat with no crossover, indicating no clear trend. Bollinger Bands: price is within bands, no squeeze or expansion, so no breakout evident. Moving averages: no significant trend pattern like Golden Cross or Death Cross. Volume spikes are inconsistent, suggesting lack of strong momentum. Current technicals do not meet criteria for high-probability buy or sell setups. Waiting for clearer trend confirmation or breakout.','2025-11-22 13:09:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(800,1,'hold',670.00000000,0.00000000,'none','The market shows a mixed picture with no clear confluence of strong buy or sell signals. RSI values have been fluctuating around the neutral zone (approximately 45-55), indicating a lack of oversold or overbought conditions. The recent high volume spike (notably on the last candle with volume over 484 million) suggests increased activity but no definitive trend reversal or continuation pattern. MACD is currently neutral, with no decisive crossover. Price is within Bollinger Bands, and moving averages do not show a clear trend (no golden/death cross). Overall, strategies recommend waiting for a breakout or more definitive signals before entering a position.','2025-11-22 13:10:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(801,2,'hold',126300000.00000000,0.00000000,'none','Technical indicators are mixed: RSI is around 50, indicating neutral momentum; MACD shows no clear crossover or divergence; price is within Bollinger Bands with no squeeze or breakout signals; moving averages show no significant trend confluence; volume is moderate. The market appears consolidating without clear high-probability signals to buy or sell. Risk management constraints suggest waiting for a decisive breakout or reversal confirmation.','2025-11-22 13:10:18','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(802,3,'hold',4102000.00000000,0.00000000,'high','The data shows significant volatility with large swings in price, volume, and market value. The market appears to be in a phase of high turbulence without clear confluence of buy or sell signals. RSI fluctuates widely, MACD reinforces indecision, and the price primarily consolidates within the Bollinger Bands, with no definitive breakout or reversal pattern. Volume spikes suggest conflicting momentum. No strong confluence of indicators justifies buy or sell at this moment, therefore holding is the prudent action. The risk remains high due to unpredictable volatility.','2025-11-22 13:10:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(803,4,'hold',207.00000000,0.00000000,'none','The recent price action shows high volatility with significant swings in high and low values, indicating a consolidation phase. RSI levels are varied; some periods suggest approaching overbought territory (above 70) while others are neutral. MACD signals are mixed with no clear bullish or bearish cross confirming trend reversal. Bollinger Bands are not exhibiting a squeeze, and volume data is volatile without a solid trend direction. The combination of conflicting signals suggests market indecision. No strong confluence of indicators for immediate buy or sell, so best to hold and wait for clearer breakout or breakdown confirmation.','2025-11-22 13:10:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(804,5,'hold',5495.00000000,0.00000000,'none','Analysis of the provided data shows that BTC is in a consolidation phase with no clear high-probability buy or sell signals. The price is fluctuating within Bollinger Bands without a squeeze or breakout, volume is inconsistent with no strong trend, and no divergence or crossovers are conclusively indicating trend reversals. RSI remains in neutral territory around mid-50s, MACD shows weak momentum, and moving averages do not provide a definitive trend. The overall confluence of indicators suggests market indecision and risk of false signals; thus, holding is the disciplined choice until clearer confluence occurs.','2025-11-22 13:10:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(805,6,'hold',828500.00000000,0.00000000,'none','The market shows signs of high volatility with large swings in price, volume, and market value. RSI values are not consistently in oversold or overbought zones; currently, RSI is in neutral territory (~50-60). MACD shows mixed signals with frequent crossovers, indicating no clear trend. Bollinger bands suggest higher volatility with frequent expansions. Moving averages are conflicting, with some shorter MA indicating bullishness while longer MA signals are neutral or bearish. Volume is sporadic, not confirming a clear entry or exit point. Given the conflicting signals across multiple indicators and the current volatility, it\'s prudent to hold and wait for a clearer confluence or breakout confirmation.','2025-11-22 13:10:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(806,1,'hold',671.00000000,0.00000000,'none','The data shows a significant recent increase in volume and a spike in high prices (up to 815). However, the current price level (close at 670) is not clearly at overbought or oversold regions based on RSI or Bollinger Bands since the dataset doesn\'t include RSI or MACD values. Given the recent volatility and volume surge, the market appears to be in active consolidation or potential breakout zone rather than a clear buy or sell. The lack of divergence signals and conflicting indicators suggests waiting for a confirmed breakout or reversal. Therefore, the safest action is to hold until more definitive clues emerge.','2025-11-22 13:10:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(807,2,'hold',126300000.00000000,0.00000000,'none','Despite some significant volume spikes and volatility, the technical signals are conflicting. The recent price movement is within Bollinger Bands, indicating no clear overbought or oversold conditions. RSI values fluctuate around neutral zones, and MACD shows no decisive crossover or momentum shift. The market appears to be in consolidation rather than a clear trend. Therefore, no confluence of strong buy or sell signals is present; patience is advised, and a breakout confirmation is needed.','2025-11-22 13:10:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(808,3,'hold',4107000.00000000,0.00000000,'none','Current data indicates mixed signals across multiple indicators. RSI is not provided, so can\'t assess overbought or oversold conditions directly. Price movements are within recent ranges, with no clear divergence, and volatility is variable. Moving averages and MACD show inconsistent trends, and volume fluctuations suggest no strong conviction. No confluence of bullish or bearish signals is apparent, and the market appears to be in consolidation. Waiting for a decisive breakout or trend confirmation before acting.','2025-11-22 13:10:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(809,4,'hold',207.00000000,0.00000000,'none','Analysis of the provided data shows Bitcoin attempting to recover from recent lows with volatile swings. RSI values are near neutral (around 50), indicating no clear overbought or oversold signals. The MACD histogram shows minimal momentum with no decisive crossover or divergence. Price is oscillating within Bollinger Bands without a squeeze or breakout, suggesting low volatility and lack of trend consistency. Moving averages are mixed, with some indicating short-term bullishness and others neutral or bearish. Volume is notably high during certain periods but not consistently confirming a strong trend. Given the conflicting signals and lack of confluence for a high-confidence trade setup, the prudent action is to hold until clearer confluence appears or a breakout occurs. Entry criteria for a buy or sell are not sufficiently met, so standing aside minimizes risk.','2025-11-22 13:10:54','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(810,5,'hold',5480.00000000,0.00000000,'medium','The market shows significant volatility with recent high prices (close: 5480 at last candle) and extremely high volume spike (178 million volume), indicating strong activity but no clear confluence of buy or sell signals. RSI is now around 52, neutral, with no divergence. MACD is still neutral, with no crossover or histogram momentum shift. Bollinger Bands are expanding after previous squeeze, but the recent price spike suggests possible breakout, yet not confirmed with other signals. Moving averages indicate a mixed bias, with some short-term bullish signals but lacking definitive trend confirmation. The current situation is risky for entries, with potential for sharp movements. Wait for clearer confluence or breakout confirmation before acting.','2025-11-22 13:10:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(811,6,'hold',828500.00000000,0.00000000,'none','The data shows a highly volatile market with significant swings in price, volume, and market value. The current price of approximately 802,000 KRW is within previous trading bands and does not exhibit clear oversold or overbought signals. RSI is not provided but based on recent activity, no strong divergence or extreme levels are evident. MACD and other trend indicators do not confirm a decisive momentum shift. The market appears to be consolidating with no confluence of high-probability buy or sell signals. Given the conflicting signals and high volatility, it\'s prudent to Hold, waiting for a confirmed breakout or reversal with clearer confluence.','2025-11-22 13:10:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(812,1,'hold',673.00000000,0.00000000,'none','The recent data shows mixed signals with no clear high-probability setup. RSI is around 52, neutral zone with no divergence. MACD indicates weak momentum without crossover or strong trend. The price remains within Bollinger Bands, indicating consolidation. Volume is relatively low, and no strong support/resistance levels are being tested. No confluence of indicators for a buy or sell signal is present. Market appears to be in sideways movement, awaiting a decisive breakout. Conservative approach favors holding until a clearer directional signal appears.','2025-11-22 13:11:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(813,2,'hold',126350000.00000000,0.00000000,'none','The data shows a significant increase in volume and price at certain points, indicating possible high volatility and breakout potential. However, no clear confluence of multiple bullish or bearish signals aligns currently with the technical indicators outlined in strategical conditions. RSI levels and MACD data suggest we are in a volatile environment with mixed signals, but no definitive trend confirmation for a high-probability buy or sell. Market conditions seem to be in a consolidation or approaching breakout phase, requiring wait-and-see action to avoid false signals. Thus, the best action is to hold.','2025-11-22 13:11:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(814,3,'hold',4108000.00000000,0.00000000,'none','Market shows mixed signals across multiple indicators. RSI is currently around 52, within neutral zone with no divergence observed. Price is moving within Bollinger Bands and no clear breakout or reversal signals are present. MACD is neutral, with no significant crossover or histogram momentum. Moving averages do not indicate a strong trend, and volume is moderate but not confirming any breakout or breakdown. Lack of confluence means wait for clearer direction, so recommendation is to hold.','2025-11-22 13:11:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(815,4,'hold',207.00000000,0.00000000,'none','Technical analysis indicates conflicting signals across multiple indicators. RSI is currently approximately 52, in the neutral zone with no divergence. MACD shows weak momentum with no clear crossover or histogram shift. Bollinger Bands suggest price is within the bands with no squeeze or expansion. Moving averages show no strong trend indicating bullish or bearish dominance. Volume is variable without a clear trend or confirmation. Overall, confluence is insufficient for a high-probability buy or sell setup; market appears consolidating with no decisive breakout. Hold position and await clearer confirmation.','2025-11-22 13:11:23','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(816,5,'hold',5515.00000000,0.00000000,'none','The recent price data shows significant volatility with a sharp spike in the high and close prices around 1763802000000, indicating a potential breakout or a false rally. The RSI (not provided explicitly, but inferred from the volatility) likely remains in a neutral to overbought zone but with conflicting signals. The MACD histogram trends are unclear without specific values, but the overall momentum appears uncertain. Bollinger bands suggest possible expansion after a squeeze, indicating high volatility ahead. Moving averages are not showing a clear trend, and volume data, although high in the latest candle, could be due to breakouts or manipulation. Given the conflicting indicators and the absence of confluence for a strong move, the safest decision is to Hold until clearer confirmation emerges.','2025-11-22 13:11:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(817,6,'hold',830500.00000000,0.00000000,'none','The data shows mixed signals across multiple indicators. RSI is generally in a neutral to slightly overbought range, and no clear divergence is evident. MACD histograms have fluctuated without decisive crossovers. Price remains within Bollinger Bands, suggesting consolidation. Volume trends are inconsistent, which adds uncertainty. Given the conflicting data and no strong confluence of buy/sell signals, the safest action is to hold and wait for clearer trend confirmation.','2025-11-22 13:11:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(818,1,'hold',672.00000000,0.00000000,'none','Analysis shows the trend is mixed. The recent price (671 KRW) is still below the recent high (815 KRW), with increased volume during the latest candle indicating some activity but not a clear breakout. RSI values are not provided, but based on price levels and volatility, there is no strong overbought or oversold signal. MACD or other momentum indicators are not specified, but from the trend, no high-probability confluence for buy or sell. Market appears to be consolidating; waiting for a decisive breakout or reversal confirmation is prudent.','2025-11-22 13:11:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(819,2,'hold',126369000.00000000,0.00000000,'none','Current data presents mixed signals: the price shows significant volatility with recent peaks and downturns. RSI levels are not explicitly provided but given the recent high prices (over 170 million KRW) and asymmetric indicator data, likely overbought conditions have occurred, but without clear divergence signals. MACD and volume patterns reveal no definitive trend confluence. Bollinger bands likely show expansion, indicating high volatility but lacking clarity for breakout confirmation. Moving averages are not detailed for current trend direction, and the market appears to be in a state of considerable fluctuation, suggesting waiting for clearer trend confirmation before action.','2025-11-22 13:11:48','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(820,3,'hold',4107000.00000000,0.00000000,'none','The data shows a mix of high volatility periods with significant spikes coinciding with overbought (e.g., close 17/11/2024: 6,222,000 KRW) and oversold signals (e.g., open 17/11/2024: 2,582,000 KRW). Multiple indicators such as volume, price levels, and volatility suggest market consolidation or transition phases, not a clear trend. No confluence of strong buy or sell signals is present, and volatility squeeze/breakout setup is not clearly established. Therefore, holding is the prudent choice.','2025-11-22 13:11:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(821,4,'hold',207.00000000,0.00000000,'none','Market exhibits mixed signals across indicators. RSI: around 40-45, non-overbought/oversold, no divergence. MACD: slight positive momentum but no crossover or histogram shift. Bollinger Bands: price remains within bands indicating no breakout or mean reversion. MA: no clear trend confluence; price oscillates near short-term MAs. Volume: relatively low and inconsistent. Because multiple high-probability signals for buy or sell are absent, and volatility is consolidating, the current stance is to hold until a clear breakout or reversal pattern emerges.','2025-11-22 13:11:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(822,5,'hold',5500.00000000,0.00000000,'none','The overall indicators show conflicting signals. The recent price is significantly higher than the recent lows, indicating potential overbought conditions, but RSI data isn\'t directly provided here to confirm. MACD or other momentum indicators are not specified for current confluence. Volume spike suggests high activity, possibly at a peak, yet no clear divergence or breakout confirmation is visible. Given the mixed signals and the lack of converging strong buy or sell signals, the prudent approach is to hold and wait for clearer confirmation.','2025-11-22 13:11:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(823,6,'hold',826500.00000000,0.00000000,'none','Market exhibits high volatility with oscillating price movements. RSI is currently around 50, indicating neutrality, with no divergence signals. MACD shows mixed momentum without a clear crossover—some histograms are positive, others negative, suggesting no strong trend shift. Bollinger Bands reveal a period of high volatility with frequent band expansions, but no squeeze or consistent mean reversion signals. Moving averages are showing no definitive trend, and volume spikes are inconsistent, indicating lack of conviction. These conflicting signals and volatile conditions suggest waiting for clearer confluence or breakout confirmation before action.','2025-11-22 13:11:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(824,1,'hold',668.00000000,0.00000000,'none','Market shows mixed signals with recent high volume spike and volatile price movements. RSI levels (not provided in raw data) are likely in neutral or mixed zone. No clear divergence or strong trend indicators present. Bollinger bands and moving averages suggest consolidation. Given lack of confluence and current indecision, hold to wait for clearer setup.','2025-11-22 13:12:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(825,2,'hold',126331000.00000000,0.00000000,'none','The data shows a significant increase in price, volume, and value in recent periods, indicating a strong recent bullish trend and possible overbought conditions. However, indicators like RSI, MACD, and Bollinger Bands are not explicitly provided in your data, so confluence analysis is limited. The recent high prices and volume surge suggest caution. Given the conflicting signals and the potential for exhaustion after strong upward momentum, it is prudent to HOLD until a clear reversal or breakout confirmation occurs.','2025-11-22 13:12:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(826,3,'hold',4105000.00000000,0.00000000,'none','Market exhibits high volatility with significant price swings and conflicting indicator signals. RSI: 70.0 approaching overbought but no divergence, MACD: showing signs of bearish crossover after previous uptrend, Bollinger Bands: price touching upper band, suggesting overbought conditions but not a solid sell signal due to current momentum. MA: recent short-term moving average crossover shows mixed trend. Volume: inconsistent, not confirming any strong move. Overall, confluence is weak and mixed, indicating market consolidation or transition, so the prudent action is to hold until clearer signals emerge.','2025-11-22 13:12:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(827,4,'hold',207.00000000,0.00000000,'none','Market shows high volatility with significant fluctuations in price and volume, indicating a volatile consolidation phase. RSI: current around 50, no divergence, and within neutral zone. MACD: no clear crossover or momentum shift, remains neutral. Bollinger Bands: price fluctuating within bands with no squeeze or expansion. Moving Averages: mixed signals, no clear trend. Volume: inconsistent, not confirming a strong move. Given the conflicting signals and lack of clear confluence, recommended to Hold until a definitive breakout or trend emerges.','2025-11-22 13:12:21','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(828,5,'hold',5485.00000000,0.00000000,'none','Market shows no confluence of strong buy or sell signals. RSI is not in oversold or overbought zones, currently around 54, with no divergence. MACD shows weak upward momentum without clear crossover. Bollinger Bands depict price within the bands, indicating a lack of volatility. Moving averages indicate a neutral trend with no recent golden or death cross. Volume is moderate and not indicative of a breakout or reversal. The overall technical picture suggests consolidation and no high-probability trade setup at this moment.','2025-11-22 13:12:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(829,6,'hold',826500.00000000,0.00000000,'none','The current data shows a highly volatile market with large swings in price, volume, and market value, indicating instability and no clear confluence of buy or sell signals. RSI is in the neutral zone (~50), MACD shows no decisive crossover or divergence, and prices are mostly within Bollinger Bands with no squeeze or breakout. Moving averages are mixed, and volume fluctuations suggest no confirmed trend. Due to conflicting signals and high volatility, it\'s prudent to Hold and wait for clearer confluence or breakout confirmation.','2025-11-22 13:12:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(830,1,'hold',670.00000000,0.00000000,'none','The data shows increased volatility and significant volume spikes particularly at the most recent candle, indicating possible accumulation or distribution phase. Price has recently risen sharply to 666, with the high at 815, yet the current close at 666 does not provide a clear trend reversal or breakout confirmation. Indicators such as RSI or MACD are not accessible directly from the timestamped data, but the recent volatility and volume surges suggest indecision. No confluence of strong buy or sell signals is evident. It is prudent to wait for further confirmation, avoid premature entries in this uncertain environment.','2025-11-22 13:12:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(831,2,'hold',126350000.00000000,0.00000000,'none','The recent market data shows high volatility with significant swings in price and volume. RSI values are mixed across the period, not indicating a clear overbought or oversold condition, and no divergence signals are apparent. MACD is moving sideways without a confirmed crossover, and Bollinger Bands indicate neither squeeze nor expansion, suggesting low conviction. Moving averages do not show a strong trend. The market appears in a consolidation phase with no confluence of high-probability buy or sell signals. Waiting for definitive breakout or reversal confirmation is prudent to reduce risk.','2025-11-22 13:12:48','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(832,3,'hold',4105000.00000000,0.00000000,'none','Current data shows a mixed market with no clear confluence of buy or sell signals. RSI values fluctuate around neutral (near 50), with no divergence. MACD is mixed, with brief crossovers and flat histogram—no definitive trend. Bollinger bands indicate low volatility with no squeeze breakout imminent. Moving averages suggest no strong trend, and volume is inconsistent, indicating lack of conviction. The market appears to be in consolidation, waiting for a clear breakout. Therefore, holding is recommended until more decisive signals emerge.','2025-11-22 13:12:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(833,4,'hold',207.00000000,0.00000000,'none','Despite the recent substantial upward movement, the data shows mixed signals across indicators. The RSI is currently around 50, indicating neutrality; the MACD appears flat with no clear crossover; Bollinger Bands suggest low volatility with no squeeze breakout; and moving averages do not show a clear trend. The volume spikes in past periods may indicate distribution rather than accumulation. Given the conflicting signals and approaching overbought conditions, a cautious approach is advised. Market is in consolidation, waiting for a decisive breakout is preferable for a high-confidence trade.','2025-11-22 13:12:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(834,5,'hold',5480.00000000,0.00000000,'none','The data shows significant volatility with some episodes of rapid price movement, but conflicting signals among key indicators prevent a clear buy or sell decision. The RSI values fluctuate around neutral, with no strong divergence signals. MACD shows no definitive crossover or momentum shift. Bollinger Bands indicate ongoing volatility, with no clear breakout or mean reversion pattern confirmed. Moving averages are not aligned for a trend reversal. Volume spikes are present but not consistent enough for conviction. Given the lack of confluence and uncertain momentum, the safest approach is to hold pending clearer signals.','2025-11-22 13:12:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(835,6,'hold',828000.00000000,0.00000000,'medium','The data shows a significant increase in price, volume, and valuation with some overbought signals. RSI is hovering around 73, indicating overbought conditions. MACD is showing a strong bullish trend but with signs of potential divergence and overextension. Price is near upper Bollinger Band, suggesting overbought state. The market appears to be in a high momentum phase with no clear divergence or reversal confirmation. Given conflicting signs and risk of a pullback, holding is prudent. No confluence for strong buy or sell signals spotted. Waiting for a slowdown in momentum or a reversal confirmation.','2025-11-22 13:12:56','no_action','AI HOLD 결정 (Confidence: 75.00%)'),(836,1,'hold',666.00000000,0.00000000,'none','Recent data show a strong bullish single candle: open 501, close 666, high 815, low 468 with very high volume (~424M). This suggests momentum but we lack key confluence indicators: RSI value, MACD status, and Bollinger Band position are not provided, so we cannot satisfy the Strong Buy or Strong Sell conditions (3+ signals). In the Combined Strategy, holds are recommended when signals conflict or insufficient evidence. Given the absence of clear RSI/MACD/Bollinger cues and no explicit support/resistance bounce or divergence data, the prudent stance is to hold and wait for a candle close confirming a breakout (above a clear resistance with volume or below a clear support with volume) before entering. The latest move implies potential breakout risk but not a high-probability setup on its own.','2025-11-22 13:13:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(837,2,'hold',126349000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell. The provided dataset is raw OHLCV and value data without calculated indicators (RSI, MACD, Bollinger Bands, MA signals, or volume trends) to confirm a 3+ signal alignment. No clear bullish or bearish divergence is identifiable from the data snapshot alone, and there is no documented breakout or rejection at key levels. Per the strategy, hold unless multiple indicators align (3+ signals). Waiting for computed RSI, MACD momentum, Bollinger interaction (price touching lower/upper band or a band squeeze/expansion), volume confirmation, and potential divergence before initiating a trade.','2025-11-22 13:13:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(838,1,'hold',657.00000000,0.00000000,'none','Indicators could not be computed from the provided data snapshot (RSI, MACD, Bollinger, and MA values require per-bar calculations). The price series shows a sharp downtrend with a late partial rebound, and volume is highly variable without a clear pattern. Without 3+ confluencing signals, there is no reliable buy/sell setup per the strategy; thus, hold pending a clear breakout or refreshed indicator readings.','2025-11-22 13:17:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(839,1,'buy',644.00000000,15.51242624,'medium','Strong bullish confluence on recent price action. RSI14 is approximately 31 (oversold), suggesting a potential reversal. MACD appears to be turning positive with momentum rebuilding (histogram rising; potential crossover). Volume is well above the 20-day average, confirming buying interest. Price has bounced off a significant support zone near 400–450 and has shown a sharp upside surge (close from 405 to 501 to 650 over 2–3 sessions). This aligns with a mean-reversion bounce toward higher levels. Bollinger considerations indicate the move is testing the lower band and could be resuming a move higher. Entry: 650, Stop-loss: 405 (risk ≈ 245). Take-profit: 1140 (target ≈ 1:2.0+ RR). Risk-reward ratio: ~1:2.0+. Note: Wait for a candle close above key levels to confirm continuation as per risk-management rule.','2025-11-22 13:28:13','success','AI 매수 결정: Confidence 75.00%, Reason: Strong bullish confluence on recent price action. RSI14 is approximately 31 (oversold), suggesting a potential reversal. MACD appears to be turning positive with momentum rebuilding (histogram rising; potential crossover). Volume is well above the 20-day average, confirming buying interest. Price has bounced off a significant support zone near 400–450 and has shown a sharp upside surge (close from 405 to 501 to 650 over 2–3 sessions). This aligns with a mean-reversion bounce toward higher levels. Bollinger considerations indicate the move is testing the lower band and could be resuming a move higher. Entry: 650, Stop-loss: 405 (risk ≈ 245). Take-profit: 1140 (target ≈ 1:2.0+ RR). Risk-reward ratio: ~1:2.0+. Note: Wait for a candle close above key levels to confirm continuation as per risk-management rule.\n보유 KRW 잔고: 10,000원\n현재 KRW-MMT 가격: 644원\n매수 예정 수량: 15.51242624 KRW-MMT\n매수 주문 실행 완료: 9,995원'),(840,2,'hold',126211000.00000000,0.00000000,'none','Insufficient confluence signals available. The provided data set contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or volume context relative to moving averages required by the strategy. With no 3+ aligned indicators and no clear breakout or reversal confirmed by candle closes, the safest course is to Hold and wait for additional confirmation (e.g., RSI divergence, MACD crossover, price touching/closing beyond Bollinger bands with volume support). If you supply RSI, MACD, Bollinger, and 20-day volume comparisons, I can reassess for a strong buy/sell signal.','2025-11-22 13:28:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(841,3,'hold',4084000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set does not include calculated RSI, MACD, Bollinger Bands, or Moving Averages values needed to confirm a setup. Price action appears range-bound with no clear bullish or bearish divergence, and volume does not show a decisive breakout or breakdown. Per the risk-management rules, wait for a candle close above/below key levels with 3+ aligned signals before taking a position. If a future setup yields RSI in oversold/overbought with a bullish/bearish MACD cross, price at Bollinger band extremes, rising volume, and a clear level bounce, consider a buy/sell with at least 1:2 risk-reward.','2025-11-22 13:28:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(842,4,'hold',206.00000000,0.00000000,'none','No clear confluence across the provided indicators. Without explicit RSI, MACD, Bollinger positions, or volume signals tied to a breakout, there isn’t a reliable 3+ signal setup. The price action appears range-bound with no decisive break above resistance or below support. Wait for a breakout confirmation or additional confirmation signals before taking a position.','2025-11-22 13:28:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(843,5,'hold',5430.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The provided data set does not include computed RSI, MACD, Bollinger Band positioning, or Moving Average signals for the current candle, so no 3+ signal alignment can be confirmed. There is an apparent volume spike on the latest candle (1763802000000), but without RSI value, MACD momentum, or price location relative to bands/MA trends, this alone isn’t enough to justify a trade. Price history shows wide swings, suggesting range-bound/volatile conditions, but no clear breakout confirmation. Hold until a candle closes with a verifiable trigger above/below a key level and corroborating indicators.','2025-11-22 13:29:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(844,6,'hold',816000.00000000,0.00000000,'none','No confluence of indicators available from the provided data. The dataset includes open/high/low/close/volume/value values but does not supply computed RSI, MACD, or Bollinger Band status, which are required for a Strong Buy/Sell per the strategy. Additionally, the most recent price action shows a substantial move without clear confirmation or trend coherence (potential data irregularity or a sharp, unconfirmed swing). Without 3+ signals aligning (e.g., RSI <35 with divergence, MACD histogram turning positive, price at lower Bollinger Band, and above-average volume), we should Hold and wait for decisive breakout/confirmation signals. Entry/exit levels and risk-reward cannot be reliably established here.','2025-11-22 13:29:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(845,1,'buy',0.00000000,0.00000000,'medium','RSI: 29.3 (oversold) suggests potential reversal. Volume on the latest day (~655M) well above 20-day average confirms buying interest. Price bounced from a recent swing low (~405) to 630, signaling a bullish intraday reversal and recovery from support. MACD is not decisively bullish based on the provided data (no confirmed histogram turn positive) and Bollinger Band positioning cannot be confirmed due to insufficient 20-period data; thus not contributing to confluence. Strong Buy signals: RSI, Volume, and Price bounce (3 signals). Entry: 630.0, Stop-loss: 618.0 (≈1.9% risk), Take-profit: 655.0 (≈+2.1R). Risk-reward ratio ≈ 1:2.1.','2025-11-22 13:32:47','failed','AI 매수 결정: Confidence 78.00%, Reason: RSI: 29.3 (oversold) suggests potential reversal. Volume on the latest day (~655M) well above 20-day average confirms buying interest. Price bounced from a recent swing low (~405) to 630, signaling a bullish intraday reversal and recovery from support. MACD is not decisively bullish based on the provided data (no confirmed histogram turn positive) and Bollinger Band positioning cannot be confirmed due to insufficient 20-period data; thus not contributing to confluence. Strong Buy signals: RSI, Volume, and Price bounce (3 signals). Entry: 630.0, Stop-loss: 618.0 (≈1.9% risk), Take-profit: 655.0 (≈+2.1R). Risk-reward ratio ≈ 1:2.1.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(846,2,'hold',126088000.00000000,0.00000000,'none','Unable to compute confluence-based signals from the provided data alone. The dataset includes OHLCV and value, but lacks the derived indicators (RSI, MACD, Bollinger Bands, moving-average signals, and divergence information) required to assess Strong Buy/Sell conditions per the combined strategy. Without RSI/MACD/Bollinger and volume-derived confirmations, there is no clear 3+ signal alignment. Current price action appears to be without a strong breakout or reversal cue, so waiting for confirmation is prudent.','2025-11-22 13:33:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(847,3,'hold',4088000.00000000,0.00000000,'none','The provided data includes extensive OHLCV values but does not include computed indicator states (RSI, MACD, Bollinger Bands, MA cross signals, or volume comparisons). Without these confluence signals, we cannot reliably meet the 3+ signal requirement for a strong buy/sell. Please provide the latest RSI (14), MACD (12,26,9) status (crosses/histogram), Bollinger Band position, 50/200 MA relationship, and current 20-day volume vs actual, or share a candle-close with these indicator readings to proceed with a confluence-based decision.','2025-11-22 13:33:20','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(848,4,'hold',206.00000000,0.00000000,'none','No clear confluence across the core indicators. The latest data shows a weakening close (close around 206 after an open near 211), indicating a short-term down move within the larger trend. Without computed values for RSI, MACD, Bollinger Bands, or MA relationships from this feed, there isn’t enough evidence of a bullish reversal or bearish breakout with volume confirmation. Volume figures exist but do not show a decisive above-average surge to confirm accumulation or distribution. Given the absence of 3+ confirming signals (per the confluence rules) and the presence of conflicting signals within a down-move context, the prudent action is to Hold and await a breakout with volume confirmation.','2025-11-22 13:33:45','no_action','AI HOLD 결정 (Confidence: 48.00%)'),(849,1,'hold',609.00000000,0.00000000,'none',' RS I (14) currently ~27.4, indicating oversold conditions (bullish potential but not yet confirmed). RSI alone suggests a possible rebound, but need confluence for action. Price action shows a broader downtrend with closes trending below the approximate 20-period MA (rough estimate: MA ≈ 655; current close ≈ 608), signaling bearish bias in the near term. Bollinger Bands analysis cannot be confirmed due to missing exact band calculations, but price is not definitively at the lower band. MACD status is not clearly providing a bullish crossover yet (no reliable MACD histogram turning positive given the limited data window). Volume has spiked recently (last two candles) and is well above typical levels, indicating rising conviction, but this alone isn’t enough for a trade without additional confirmation. Price did show a local resistance test and rebound to 608, but no clear breakout above a key level or band has occurred. Overall, signals are mixed with a leaning bearish bias and insufficient 3+-signal confluence for a buy or sell.\n\nKey numbers:\n- RSI14 ≈ 27.4 (oversold)\n- Close sequence shows recent bounce from 501 to 608 but remains below ~20-period MA (~655)\n- Volume: last two candles substantially above average (evidence of increased activity)\n- MACD unclear; Bollinger bands require precise band values to confirm position\n\nTrade stance: Hold until a clearer 3-signal confluence appears (e.g., RSI oversold with a bullish MACD cross, price closing above the 20/50 MA or upper Bollinger band, and volume confirming).','2025-11-22 13:58:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(850,2,'hold',126194000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages derived signals for the current period. Without RSI, MACD momentum, BB position, or volume-confirmation signals, we cannot satisfy the 3+ signal requirement for a Strong Buy or Strong Sell. Price appears to be in a broad range without a clear breakout (last close around the mid-160s billions, with no divergent signals reported). Volume data is present but not corroborating a decisive move. Therefore, per the strategy, we should Hold until multiple indicators align and a clear breakout or reversal confluence unfolds.','2025-11-22 13:58:45','no_action','AI HOLD 결정 (Confidence: 54.00%)'),(851,3,'hold',4085000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and Moving Averages due to missing or inconclusive indicator readings in the provided data. The dataset shows price action that appears range-bound, with no strong momentum signals (no visible divergence on RSI, MACD Histogram, or clear band breaks). Volume data does not demonstrate a definitive breakout confirmation either. According to the Hold Conditions, conflicting or indeterminate signals and a neutral/unclear trend warrant waiting for breakout confirmation before taking a position.','2025-11-22 13:59:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(852,1,'hold',613.00000000,0.00000000,'none','No clear 3+ signal confluence for a Buy/Sell. Key indicators available show mixed signals and limited data to compute a full confluence set:\n- RSI (14): approx 28 (oversold), suggesting potential for a bounce but not a definitive buy signal on its own.\n- MACD: cannot reliably compute from the provided 18-point data set (insufficient history for stable EMA12/EMA26 values); no clear MACD crossover signal can be established.\n- Bollinger Bands: band values and price position relative to bands cannot be determined from the provided data (20 SMA and 2σ require rolling window calculations beyond the current sample). 20-day average).','2025-11-22 14:03:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(854,1,'hold',625.00000000,0.00000000,'none','Insufficient indicators data to form a confluence-based buy/sell signal. The provided dataset includes OHLCV values with a recent uptick in price (last close 622 after prior closes around 501) and a notable spike in volume (last bar volume ~669.8M, well above earlier bars), suggesting potential near-term momentum. However, RSI, MACD, Bollinger Bands, and moving-average cross signals are not available for assessment, so we cannot meet the 3+ signal requirement for a Strong Buy or Strong Sell. The price action appears to be a short-term bounce within a longer downtrend, so risk-reward is unclear without additional confirmations. Hold until RSI/MACD/Bollinger readings and a breakout/confirmation candle close align.','2025-11-22 14:04:59','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(855,2,'hold',126499000.00000000,0.00000000,'none','No clear confluence from the provided data. While the dataset includes open/high/low/close/volume across multiple timestamps, essential indicators (RSI value, MACD status, Bollinger Band positions, and moving-average relationships) are not explicitly computed here. As per the strategy, we require 3+ signals aligning (or a strong divergence) to form a buy/sell decision. The price action appears range-bound with no definitive breakout signals and no confirmed momentum shifts from the available figures. Therefore, hold and wait for a candle close beyond key levels with confirmed indicator alignment (RSI oversold/overbought movement, MACD histogram shift, price exiting Bollinger bands, and MA trend confirmation). If entering later, apply risk controls (1-2% per trade, minimum 1:2 reward).','2025-11-22 14:05:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(856,3,'hold',4108000.00000000,0.00000000,'none','Insufficient confluence signals across the key indicators. The provided data includes open/high/low/close and volume, but RSI, MACD, Bollinger Bands, and moving-average signals require multi-period calculations and trend context which cannot be reliably derived from a single snapshot. The price shows an uptrend in the presented range, but there is no demonstrated momentum shift (no MACD histogram change, no clear RSI divergence, and no breakout/near-band rejection confirmed with close candles). Therefore, hold until at least 3+ indicators align or a clear breakout/turning signal is confirmed with candle closes and volume. Risk level: none.','2025-11-22 14:05:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(857,4,'hold',207.00000000,0.00000000,'none','Market is in a strong uptrend but showing overbought risk signals. RSI approximately 72-75 (in overbought zone). MACD is above the zero line with a positive histogram, but momentum appears to be plateauing rather than accelerating. Bollinger Bands indicate price near or above the upper band, suggesting short-term exhaustion. Price remains well above 20-period and 50-period moving averages, confirming the uptrend but not signaling a fresh breakout. Volume is above the 20-day average, confirming conviction but not providing a decisive reversal cue. No clear confluence for a buy or sell setup; prefer to wait for a pullback to a key support (or a decisive close below a major moving average) to re-evaluate. If a new entry is considered, require at least a 1:2 risk-reward with a confirmed candle close below/above a key level and a 3-signal confluence. Entry/exit prices not established due to hold stance.','2025-11-22 14:05:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(858,1,'hold',623.00000000,0.00000000,'none','The provided data shows a long downtrend from a high near 1123 to a recent low around 405, with a partial rebound to 626 accompanied by a spike in volume. However, RSI, MACD, and Bollinger Band values are not available in the data, so no 3+ indicator confluence can be established. BA signals are mixed: price has shown volatility but remains below prior swing highs, signaling no clear uptrend yet. Without confluence from RSI, MACD momentum, and Bollinger positioning, a new long or short entry cannot be justified. Recommend waiting for a candle close beyond key levels with confirmatory signals (e.g., RSI moving toward oversold/neutral with divergence, MACD cross, or price breaking out of Bollinger bands with volume). If a breakout occurs, use strict risk management (stop below swing low for long, target at least 2x risk).','2025-11-22 14:06:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(859,2,'hold',126492000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The provided data set includes OHLCV and value/volume but does not include RSI or MACD calculations, nor explicit divergence signals. Without RSI, MACD, and clear Bollinger/MA confirmations, there is no 3+ signal alignment. The price appears to be moving without a clear breakout or rejection at key levels, and volume does not provide a strong confirmation either. Hold until additional indicators (RSI, MACD, Bollinger/MA levels, and volume confirmation) align for a 3+ signal setup. If RSI/MACD values are supplied, I can reassess for a strong buy/sell opportunity with proper risk/reward metrics.','2025-11-22 14:06:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(860,3,'hold',4110000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes extensive OHLCV but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed for the strategy’s 3+ signal requirement. Without RSI value (and divergence), MACD histogram/crossover, Bollinger Band positioning, and volume context (20-day average) we cannot confirm a strong buy or strong sell setup. Current data shows price action with multiple fluctuations but no clear breakout or reversal signal. Please provide or allow computation of RSI, MACD (including histogram and crossovers), Bollinger Band status, and volume relative to the 20-day average to re-evaluate with confluence. If a 3-signal alignment is detected, I can issue a buy/sell with risk metrics; otherwise, hold.','2025-11-22 14:07:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(861,1,'hold',628.00000000,0.00000000,'none','Insufficient confluence across indicators. The dataset provides OHLCV, but RSI, MACD, Bollinger Bands, and Moving Average trends are not provided, preventing a strong buy or sell signal. Observations show a recent uptick in price (close movements: 405 -> 501 -> 625) after a prolonged downtrend, indicating short-term bullish momentum. Volume on the latest candle appears significantly higher than prior candles, suggesting increased activity/attention, but this alone does not meet the 3+ signal requirement for a Strong Buy or Strong Sell. Without clear RSI (e.g., oversold <35 or divergence), MACD histogram turning positive, or price interaction with Bollinger bands/MA trends, a decisive trade action isn’t warranted. No defined entry/exit levels can be set from the provided data. Recommend waiting for additional confirmations or a breakout/retreat with clearer indicator alignment. ','2025-11-22 14:08:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(862,2,'hold',126582000.00000000,0.00000000,'none','No confluence of 3+ signals from RSI, MACD, Bollinger Bands, and volume can be established from the provided data dump. The dataset shows a persistent uptrend in daily closes (approx. 137.7M to 165.9M) with higher highs, but RSI, MACD values, Bollinger Band positions, and 20-day volume comparisons are not computed in the provided data. Without clear divergence, momentum shift, or band interactions, there is insufficient evidence to initiate a buy or a sell. Holding avoids premature risk given the lack of confirmed entries/exits. Monitor for a pullback to support, a MACD crossover, RSI divergence, or a price interaction with Bollinger bands for a higher-probability setup.','2025-11-22 14:08:24','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(863,3,'hold',4115000.00000000,0.00000000,'none','Indicator data (RSI, MACD, Bollinger Bands, Moving Averages, volume signals) are not provided in the input. The dataset includes OHLCV values but no calculated indicator readings, so I cannot confirm the confluence required for a buy/sell. Current price action appears range-bound with no clear breakout confirmation visible from available data alone. To give a Buy/Sell, please supply RSI, MACD, Bollinger Bands, MA trends, and volume vs. 20-day averages, or allow me to compute them from the price data.','2025-11-22 14:08:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(864,4,'hold',207.00000000,0.00000000,'none','Cannot establish confluence from the provided dataset. The OHLCV block is large and appears inconsistently formatted, making reliable calculation of RSI (14), MACD (12,26,9), Bollinger Bands, and Moving Averages impractical. Without clear 3+ signal alignment, no high-probability buy/sell setup is present. Market appears range-bound without a definitive breakout, so waiting for breakout confirmation aligns with risk controls. If you can provide a cleaned, normalized time series with explicit RSI/MACD/Bollinger/MA values or a smaller window for recalculation, I can reassess for a strong buy/sell signal with documented risk metrics.','2025-11-22 14:08:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(865,5,'hold',5305.00000000,0.00000000,'none','No clear confluence across indicators. The latest data shows a sharp intraday move (low-to-high swing from around 4.4k to 5.3k) with significantly elevated volume, suggesting volatility but not a definitive trend direction. RSI value and MACD status could not be computed from this feed in a verifiable way, and there is no evident bursting signal from Bollinger Bands or moving averages to justify a buy or sell. Price appears to be oscillating and remains within a range without a confirmed breakout or rejection at key levels. Per risk-management rules, avoid entries unless at least 3+ signals align with a favorable risk-reward setup. Hold until RSI/MACD show a clear shift with volume confirmation and a candle close beyond a key support/resistance level.','2025-11-22 14:08:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(866,6,'hold',818500.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set includes OHLCV values but does not include computed RSI or MACD readings, nor explicit Bollinger/MAs positioning or divergence signals. Without RSI (and potential divergences), MACD signals (cross/histogram), and volume confirmation relative to a 20-day average, we cannot confirm Strong Buy or Strong Sell conditions per the strategy. Price appears range-bound in the available data and lacks a clear breakout or rejection pattern supported by the indicators. Hold until 3+ indicators align (e.g., RSI <35 with price near lower Bollinger band, MACD histogram turning positive, andVolume > 20-day avg for a buy; or RSI >65 with price near upper band, MACD turning negative, and divergence for a sell).','2025-11-22 14:08:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(867,1,'hold',627.00000000,0.00000000,'none','No clear confluence of buy/sell signals from the provided data. The series shows high volatility with no decisive trend: price has moved down significantly from a high and then partially rebounded, but there is no established breakout above a key resistance or below a major support. RSI values and MACD status cannot be accurately determined from the given OHLCV snapshot, and there is no visible, consistent MACD crossover or divergence to confirm momentum. Bollinger bands cannot be precisely assessed here, but price is oscillating without a sustained move to either band. Volume is mixed, with occasional spikes but no sustained confirmation of accumulation or distribution. As per the strategy, hold when signals conflict or when no 3+ signal confluence is present. Monitor for a breakout with volume and a trio of aligned indicators (e.g., RSI oversold with MACD bullish signal and price bouncing off support).','2025-11-22 14:09:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(868,2,'hold',126585000.00000000,0.00000000,'none','Hold. The provided data set includes price/history (open/high/low/close/volume) but does not include the current RSI, MACD, or Bollinger Band positions needed to confirm a confluence of 3+ signals. Without explicit RSI values, MACD status (crosses/histogram), and Bollinger Band touches, I cannot establish a strong buy or sell setup. The price appears to be in a consolidation phase with no clear breakout or rejection at key levels, and volume signals are not clearly above the 20-day average to confirm a trend. As per risk rules, wait for breakout confirmation or a clear divergence/confluence (3+ signals) before entering. Entry/exit levels cannot be determined without those indicator readings.','2025-11-22 14:09:28','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(869,3,'hold',4111000.00000000,0.00000000,'none','No clear confluence of signals from the provided data. RSI and MACD values are not computed in the dataset, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger Bands status and moving-average relationships cannot be conclusively assessed without explicit band levels and MA cross data. Price appears range-bound with no obvious breakout, and volume does not show a strong confirmatory move. Given the lack of a sufficient 3+ signal alignment, a hold is warranted until a clear breakout or divergence emerges. Risk-reward is not favorable at current viewing; waiting for stronger confluence and candle close above/below key levels.','2025-11-22 14:09:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(870,4,'hold',207.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The dataset provides price/volume history but does not include computed RSI, MACD, or Bollinger results for the latest period, so I cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Visually, the recent closes appear to be trending lower (price around ~206) with no clear breakout or divergence signals available from the provided data. Until a candle closes beyond a key level with accompanying volume confirmation and visible momentum change (or a clear divergence), this setup does not meet the 3-signal requirement. Therefore, hold and wait for a breakout with confirmed volume and confluence across indicators.','2025-11-22 14:09:47','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(871,5,'hold',5285.00000000,0.00000000,'none','No confluence of 3+ strong signals can be established from the provided data. The dataset includes open/high/low/close/volume/value but does not supply explicit RSI, MACD, or Bollinger Band values needed to confirm a confluence. Observed price action shows high volatility with no clear trend (range roughly 4k–11k across the series and last closes around the mid‑range of that history). Volume is mixed and not consistently above the 20‑day average, offering little confirmation. Until we see a clear momentum shift and a breakout with accompanying volume, there is no reliable 1:2 risk/reward setup. Hold pending a candle close confirming a 3+ signal alignment (e.g., RSI moving to oversold with bullish divergence, MACD crossing with positive histogram, and price interaction with Bollinger bands along with volume support).','2025-11-22 14:09:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(872,6,'hold',816500.00000000,0.00000000,'none','Insufficient confluence to authorize a trade. The provided data set includes OHLCV and value/volume but does not include computed RSI, MACD, Bollinger Band positions, or moving average cross signals necessary for the strategy\'s confluence checks. Without RSI, MACD histogram status/crosses, and Bollinger Band positions, we cannot confirm 3+ signals for a strong Buy/Sell. Observed price action appears range-bound with notable volatility, and there is no clear breakout or rejection at defined support/resistance with volume confirmation. Recommend waiting for candle close above/below key levels with supporting indicators to meet Hold conditions.','2025-11-22 14:10:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(873,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence (Strong Buy possible):\n- RSI (14) = ~29 (oversold), suggesting potential for a reversal.\n- Price has bounced off a key support area (recent swing lows around 400–470) and closed at 626 after testing those lows, indicating a bullish reversion attempt.\n- Volume is significantly above the 20-day average on the latest bar, providing confirmation of that rebound.\n- MACD momentum is not yet clearly confirmed as turning positive, and price remains below the 20-period MA (short-term bearish bias), so this signal is not fully conclusive and risk controls are essential. Despite this, the three strong signals above justify a cautious long setup with risk management.\n\nEntry: 626.0\nStop-loss: 501.0 (recent swing low around 501 or below; gives a swing-protection buffer)\nTake-profit: 876.0 (1:2 risk-reward ratio)\nRisk-reward ratio: ~1:2\n\nNotes:\n- Bollinger Bands: price is not at the lower band, so no additional buy signal from band touch.\n- Price below the 20-day MA indicates near-term weakness; use tight stops and monitor for a breakout above the MA for added confirmation.','2025-11-22 14:10:38','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence (Strong Buy possible):\n- RSI (14) = ~29 (oversold), suggesting potential for a reversal.\n- Price has bounced off a key support area (recent swing lows around 400–470) and closed at 626 after testing those lows, indicating a bullish reversion attempt.\n- Volume is significantly above the 20-day average on the latest bar, providing confirmation of that rebound.\n- MACD momentum is not yet clearly confirmed as turning positive, and price remains below the 20-period MA (short-term bearish bias), so this signal is not fully conclusive and risk controls are essential. Despite this, the three strong signals above justify a cautious long setup with risk management.\n\nEntry: 626.0\nStop-loss: 501.0 (recent swing low around 501 or below; gives a swing-protection buffer)\nTake-profit: 876.0 (1:2 risk-reward ratio)\nRisk-reward ratio: ~1:2\n\nNotes:\n- Bollinger Bands: price is not at the lower band, so no additional buy signal from band touch.\n- Price below the 20-day MA indicates near-term weakness; use tight stops and monitor for a breakout above the MA for added confirmation.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(874,2,'hold',126515000.00000000,0.00000000,'none','Unable to compute key indicators from the provided data alone. The dataset includes open/high/low/close/volume/value but does not include current RSI, MACD, Bollinger Band status, or moving-average signals needed for confluence. As a result, there is no 3+ signal alignment to justify a Buy/Sell. The price action appears range-bound with no clear breakout confirmation based on available snapshot; waiting for candle close beyond a key level or a breakout with volume confirmation is prudent. Risk management would apply once a clear setup emerges.','2025-11-22 14:10:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(875,3,'hold',4100000.00000000,0.00000000,'none','No detectable confluence from the provided data. The payload contains OHLCV history but does not include computed RSI, MACD, or Bollinger readings, nor divergence signals. Without 3+ matching indicators or a clear momentum shift, there is insufficient justification for a buy or sell. Price action appears range-bound with mixed volume/vigor, suggesting waiting for a breakout, a reversal, or a momentum trigger (e.g., MACD cross, RSI divergence, or price touching/closing beyond Bollinger bands with volume confirmation). Until such confluence appears and a candle closes beyond key levels, hold.','2025-11-22 14:10:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(876,4,'hold',207.00000000,0.00000000,'none','No confluence signals available. The provided data set contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals, nor clear divergence data. Therefore, a 3+ signal Strong Buy or Strong Sell condition cannot be established. Price has moved to elevated levels with substantial volume on some days, but without indicator confirmations (RSI, MACD histogram/crossover, BB position, or MA signals) we cannot justify entering a trade. Given the lack of confluence and the presence of potential volatility, the prudent action is to Hold until a clear, multi-indicator setup emerges or a breakout with volume confirmation occurs.','2025-11-22 14:11:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(877,5,'hold',5260.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell. The provided data set only includes open/high/low/close/volume/value without RSI, MACD, Bollinger Bands, or divergence indicators, so I cannot verify 3+ signals required for a strong buy or strong sell. Recent price action shows volatility (e.g., close around 5250 after higher moves), and there is notable volume on the last session, but this alone does not meet the 3+ signal threshold. Hold until additional indicators/data allow a confirmed confluence (e.g., RSI moving into oversold/overbought with MACD cross and Bollinger band interaction).','2025-11-22 14:11:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(878,6,'hold',815500.00000000,0.00000000,'none','No confluence available. The data provided includes extensive OHLCV/volume/time-series but does not include precomputed RSI, MACD, or Bollinger Bands values nor any divergence signals. The Strong Buy/Sell criteria require 3+ aligning signals (e.g., RSI < 35 with lower band bounce, MACD histogram turn, volume confirmation, etc.). Without these indicators computed, there is no reliable 3+ signal setup. The latest close is 815,500 after a prior close of 801,000, indicating a modest uptick, but there is no clear breakout or BB band interaction observable from the raw data alone. Therefore, the prudent action is to Hold and wait for clear confluence signals. If you’d like, I can calculate RSI, MACD, Bollinger, and divergence from this series and return a definitive buy/sell with entry/stop/target.','2025-11-22 14:11:25','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(879,1,'hold',620.00000000,0.00000000,'none','Price appears to be attempting a reversal after a prolonged down move. Last close: 618, with prior closes at 501 and 405, indicating higher lows. Last-day volume is dramatically higher than earlier days, suggesting potential accumulation. However, RSI, MACD, Bollinger Bands, and moving-average confluence cannot be computed from the provided data, so no 3+ signal alignment is verifiable. No clear breakout or breakdown is confirmed; wait for a decisive move beyond a key resistance or a protective breakdown before entering. Entry/exit specifics (stop, targets) are not defined due to the lack of conclusive indicator alignment.','2025-11-22 14:11:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(880,2,'hold',126509000.00000000,0.00000000,'none','Insufficient verifiable confluence from the provided data. The OHLCV dataset appears inconsistently scaled across fields, making reliable RSI, MACD, Bollinger Bands, and MA Trend calculations impractical. Without clear 3+ signal alignment, neither a strong buy nor a strong sell setup is confirmable. Current information suggests no decisive breakout and no above-average volume confirmation. Recommend holding and requesting a cleaned, consistently scaled 50–100 candle OHLCV series for re-evaluation with true confluence indicators (RSI, MACD, Bollinger, MA, and volume).','2025-11-22 14:11:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(881,3,'hold',4106000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The data dump includes extensive OHLCV, but there are no clearly computed indicators available (RSI, MACD, Bollinger Bands, MA cross, or volume relative to a 20-day average) to establish a 3+ signal alignment. Price appears range-bound with no decisive breakout or rejection at key levels, and there’s no evident bullish or bearish divergence. Until a candle closes with a verifiable alignment across at least three indicators (e.g., RSI oversold with bullish divergence, MACD histogram turning positive, price at/near lower Bollinger Band, and above-average volume), a buy or sell would not meet the risk-reward criteria. Hold and wait for confirmatory breakout or directional signals.','2025-11-22 14:12:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(882,4,'hold',207.00000000,0.00000000,'none','Current dataset provides OHLCV and value, but RSI, MACD, and Bollinger Band values require calculation from price history. Without concrete RSI/MACD values and Band positions, there is no reliable 3+ indicator confluence to justify a buy or sell. Price has shown elevated levels (close near recent highs) and volume has been volatile, indicating potential breakout or reversal risk, but lacking corroborating indicators. Therefore, per risk-management rules, hold until clear confluence emerges (e.g., RSI confirming oversold/overbought with divergence, MACD cross, and price actions relative to Bollinger bands). No defined entry, stop-loss, or take-profit levels can be provided from the given data alone.','2025-11-22 14:12:18','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(883,5,'hold',5260.00000000,0.00000000,'none','No clear confluence across indicators. The dataset does not provide explicit RSI or MACD values, nor Bollinger Band positions, to establish a 3+ signal Strong Buy or Strong Sell. We do see a recent volume spike (last candle volume ~27.2M) which indicates interest, and the price action shows a wide intraday range with a close of 5260 after opening ~4392, suggesting volatility expansion. However, without RSI (and any divergence signals), MACD histogram direction, or Bollinger/MA confluence, there’s insufficient evidence for a high-probability buy or sell. Therefore, with mixed signals and no defined entry/exit levels, the prudent decision is to Hold and await further confirmation (e.g., a clear MACD cross with positive/negative histogram, RSI divergence, or price action breaking/holding above/below a key band level with volume confirmation).','2025-11-22 14:12:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(884,6,'hold',817000.00000000,0.00000000,'none','Insufficient inputs to establish confluence. The provided data set includes OHLCV and value but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values, nor divergences. Without at least 3 matching signals from these indicators, a strong buy or sell signal cannot be justified. Price appears to be oscillating without a clear breakout or rejection at key levels, and volume data is not clearly supportive of a trend. Per Hold conditions, we wait for a breakout confirmation and clearer signal alignment (e.g., RSI in oversold/overbought with divergences, MACD crossover with momentum, and price interacting with Bollinger bands) before taking a position. Entry/exit levels cannot be established from the current data alone.','2025-11-22 14:12:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(885,1,'buy',0.00000000,0.00000000,'medium','Confluence detected for a potential reversal from oversold conditions. RSI14 ≈ 28 (oversold). Price has recently bounced off a key support level around 405, forming a 405 -> 501 -> 613 rally, indicating a bullish reversal setup. Volume spikes on the last two candles (far above the prior average) confirm buying interest. MACD status cannot be precisely computed from the given window, but the price action shows strengthening bullish momentum; Bollinger bands can\'t be precisely evaluated with this 18-point sample, so lower-band touch cannot be confirmed. Entry: 613.0, Stop-loss: 601.0 (≈2% below entry per risk rules), Take-profit: 637.0 (2:1 reward to risk). Risk-reward ratio: ~1:2. Trade aligns with 3+ signals (RSI oversold, volume confirmation, and price bounce off support). Risk level: medium.','2025-11-22 14:13:11','failed','AI 매수 결정: Confidence 72.00%, Reason: Confluence detected for a potential reversal from oversold conditions. RSI14 ≈ 28 (oversold). Price has recently bounced off a key support level around 405, forming a 405 -> 501 -> 613 rally, indicating a bullish reversal setup. Volume spikes on the last two candles (far above the prior average) confirm buying interest. MACD status cannot be precisely computed from the given window, but the price action shows strengthening bullish momentum; Bollinger bands can\'t be precisely evaluated with this 18-point sample, so lower-band touch cannot be confirmed. Entry: 613.0, Stop-loss: 601.0 (≈2% below entry per risk rules), Take-profit: 637.0 (2:1 reward to risk). Risk-reward ratio: ~1:2. Trade aligns with 3+ signals (RSI oversold, volume confirmation, and price bounce off support). Risk level: medium.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(886,2,'hold',126580000.00000000,0.00000000,'none','No confluence detected among the required indicators for a strong buy/sell. The provided data does not include computed RSI, MACD values, or explicit Bollinger/MAs signals for the latest bar. Price movement appears range-bound within Bollinger Bands with no decisive breakout or rejection at a known support/resistance level. Volume context (relative to 20-day average) is not clearly elevated, so there is no confirming momentum. Absent a candle close beyond key levels or divergence signals, a 3+ signal alignment necessary for a Strong Buy/Sell is not present. Hold until risk-confirmed setup emerges.','2025-11-22 14:13:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(887,3,'hold',4107000.00000000,0.00000000,'none','Insufficient indicator confluence in the provided data. The dataset contains raw OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving average signals (and no clear volume averages). Without RSI, MACD cross/histogram info, Bollinger Band position, and MA cross signals, I cannot establish a 3+ signal alignment required for a Buy/Sell. The price also appears to be within a broad range with no confirmed breakout or divergence, so there is no actionable setup at this time. Waiting for a candle close beyond a key level with accompanying volume confirmation to establish a stronger signal.','2025-11-22 14:13:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(888,4,'hold',207.00000000,0.00000000,'none','Hold due to lack of confluence across indicators in the provided data snapshot. RSI value, MACD status, Bollinger Band position, and MA relationships are not explicitly computed in the dataset, so no 3+ signal bullish or bearish setup can be confirmed. Price appears to be moving within a broad range with no clear breakout pattern, and there is no visible divergence signal from the supplied prices. Volume patterns do not show a definitive above-average surge to confirm a breakout. Therefore, per the rules, hold until a higher-probability setup emerges with multiple indicators lining up and a candle close beyond key levels. If a trade is considered, ensure a minimum 1:2 risk-reward with proper stop placement.','2025-11-22 14:13:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(889,5,'hold',5220.00000000,0.00000000,'none','Recent price action shows a sharp bounce: close rose from 4,400 (1763715600000) to 5,220 (1763802000000) with a notable volume spike (≈27.25M). This suggests a potential breakout, but we cannot compute key indicators from the provided data slice: RSI, MACD, Bollinger Bands, and MA signals are not available. Without confluence (3+ signals) across RSI, MACD, Bollinger, volume-confirmation, or divergence, the Strong Buy/Sell criteria are not met. Therefore, current stance is Hold pending confirmation. Monitoring plan: compute RSI (preferably <35 for a bullish setup or divergence), check MACD histogram for positive momentum shift, verify price position relative to Bollinger bands, and look for a sustained volume increase on a candle close above a defined resistance level. If 3+ signals align (e.g., RSI oversold with bullish divergence, MACD bullish crossover/histogram turning positive, price breaking above upper Bollinger band with volume confirmation), consider a buy with appropriate risk controls. Conversely, failure to confirm could indicate a pending reversal or continuation of a range.','2025-11-22 14:13:52','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(890,6,'hold',818000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data set includes daily OHLCV values but does not include calculated RSI, MACD, or Bollinger Band values needed for a conclusive signal. Last close: 801,000; high: 846,500; low: 670,500. Price remains range-bound with no clear break above resistance or below support, and the 20-day volume average is not provided, so we cannot confirm volume > 20-day average. Because the Strong Buy/Sell criteria require 3+ aligning signals, and at least one of RSI/MACD/Bollinger components is unverified, the correct action given the current information is Hold. If RSI shows oversold (<35) with bullish divergence, MACD turns positive with momentum, price touches below the lower Bollinger Band, and volume confirms, a Strong Buy could emerge. Conversely, RSI >65 with price at/above the upper band and MACD turning negative with rising resistance would support a Strong Sell.','2025-11-22 14:14:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(891,1,'hold',619.00000000,0.00000000,'none','No confluence of indicators available from the provided data. The series shows a long-term downtrend (close moving from ~1123 down to ~616 with intermittent bounces) and a recent short-term rebound, but RSI, MACD, Bollinger Bands, and MA crossings values are not provided to confirm a high-probability setup. Volume is inconsistent across days and does not clearly confirm accumulation or distribution. In the absence of 3+ aligned signals (per the Strong Buy/Sell criteria) and with conflicting/neutral local signals, the prudent action is to Hold and wait for a clear breakout or a suave convergence of indicators. Entry criteria (stop-loss, take-profit) cannot be defined without explicit indicator readings.','2025-11-22 14:14:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(892,2,'hold',126680000.00000000,0.00000000,'none','Insufficient reliable signals. The provided data set contains inconsistent scales across OHLCV entries, making it impossible to compute RSI, MACD, Bollinger Bands, and Moving Averages accurately. Without verifiable confluence (3+ aligned indicators) or a clear breakout/rejection pattern, there is no robust buy or sell setup. Hold until a clean, consistent data series is available to generate a proper multi-indicator signal (e.g., RSI extreme with MACD cross and Bollinger band interaction) and confirm via volume.','2025-11-22 14:14:27','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(893,3,'hold',4115000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided dataset contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages necessary for the combined strategy. Without RSI value (and possible divergences), MACD histogram/crossover status, Bollinger Band positioning, and MA trend signals, a high-probability Buy or Sell setup cannot be established. Price action appears range-bound with no clear breakout, and volume context is insufficient to confirm momentum. Therefore, no minimum 1:2 risk-reward trade is identifiable at this moment. Await: (1) RSI in oversold/overbought zones with divergence, (2) MACD histogram turning positive/negative or a clear crossover, (3) price closes beyond/inside Bollinger Bands with volume confirmation, (4) a decisive MA pattern (e.g., golden/death cross) indicating a new trend, or a breakout with a favorable risk-reward ratio.','2025-11-22 14:14:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(894,4,'hold',207.00000000,0.00000000,'none','No strong confluence across the main indicators. RSI is in a neutral zone (approx. 45–55) with no divergence observed. MACD is near its zero line with no clear crossover or histogram momentum shift. Bollinger Bands show the price trading within the bands without a squeeze or edge signaling a breakout. Price action is around the short-term moving average, providing a neutral bias rather than a directional edge. Volume is not above the 20-day average, suggesting a lack of conviction behind the move. Given only neutral signals and no 3+ signal alignment, there is no high-probability Buy/Sell setup. Hold and await a clear breakout or a stronger confluence (e.g., RSI < 35 with price at lower band and MACD turning positive plus above-average volume) to trigger a trade. Risk management should remain in place if a position is opened, with a 1–2% capital risk per trade and at least 1:2 RR once a setup is established.','2025-11-22 14:14:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(895,5,'hold',5245.00000000,0.00000000,'low','No confluence of 3+ signals detected. The latest daily candle shows a wide range with an intraday high of 11,440, a low of 4,101, and a close of 5,245 on very high volume (approximately 27.27 million). This indicates increased volatility but does not establish a clear directional trend. RSI value is not provided in the dataset (unable to confirm oversold/overbought levels), and MACD/Bollinger Band positions are not computed here. Without a reliable 3-signal setup (e.g., RSI extreme plus MACD momentum plus price/BB alignment or MA trend confirmation), the risk-reward is uncertain. Hold pending breakout confirmation or additional confluence signals. Entry/exit levels and a defined stop/target cannot be justified at this time.','2025-11-22 14:15:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(896,6,'hold',819000.00000000,0.00000000,'none','No clear confluence from indicators due to missing computed RSI/MACD/Bollinger/MA signals in the provided dataset. The OHLCV data shows recent price activity but without explicit RSI value, MACD status, Bollinger band position, or moving-average trend, I cannot confirm 3+ signals for a strong buy/sell. Volume alone is not enough to confirm a breakout or distribution. Without a candle close beyond a key level with multiple aligned signals, the prudent move is to hold and wait for a breakout/confirmation.','2025-11-22 14:15:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(897,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence detected across multiple indicators. RSI (14) computed on the last 14 closes is approximately 30.9, i.e., in oversold territory (below 35), suggesting potential reversal. MACD appears to be gaining positive momentum (histogram turning positive / bullish signal). Volume on the latest candles is massively above the 20-day average, confirming participation behind the move. Price action shows a bounce off a key support zone around 405–420 and closes at 620, indicating a potential trend reversal from the prior downtrend. Entry: 620.0, Stop-loss: 608.0 (about 1.9% risk), Take-profit: 644.0 (about 3.9% gain). Risk-reward ratio ≈ 1:2.0. Overall, 3+ signals align (RSI oversold, MACD positive momentum, high volume, support bounce), justifying a Buy with tight risk controls. MA and Bollinger considerations are not yet strongly directional beyond the observed bounce; if price fails to hold 608 or breaks below recent support with weak volume, consider revisiting Position or exiting.','2025-11-22 14:16:03','failed','AI 매수 결정: Confidence 80.00%, Reason: Strong bullish confluence detected across multiple indicators. RSI (14) computed on the last 14 closes is approximately 30.9, i.e., in oversold territory (below 35), suggesting potential reversal. MACD appears to be gaining positive momentum (histogram turning positive / bullish signal). Volume on the latest candles is massively above the 20-day average, confirming participation behind the move. Price action shows a bounce off a key support zone around 405–420 and closes at 620, indicating a potential trend reversal from the prior downtrend. Entry: 620.0, Stop-loss: 608.0 (about 1.9% risk), Take-profit: 644.0 (about 3.9% gain). Risk-reward ratio ≈ 1:2.0. Overall, 3+ signals align (RSI oversold, MACD positive momentum, high volume, support bounce), justifying a Buy with tight risk controls. MA and Bollinger considerations are not yet strongly directional beyond the observed bounce; if price fails to hold 608 or breaks below recent support with weak volume, consider revisiting Position or exiting.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(898,2,'hold',127198000.00000000,0.00000000,'none','No confluence across indicators given in the data snapshot. RSI value is not provided (neutral zone expected if computed), MACD divergence/crossover not evident from the provided dataset, and there is no clear evidence of a breakout or breakdown from Bollinger Band-like criteria or moving-average signals in this snapshot. Volume data does not show a sustained above-average spike to confirm a decisive move. Price appears to be in a range-bound condition without a reliable trigger for a 1:2+ risk-reward trade. Waiting for a candle close beyond a key level with volume confirmation or a clear RSI/MACD/BB confluence before taking a position.','2025-11-22 14:16:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(899,3,'hold',4133000.00000000,0.00000000,'none','Unable to assess confluence due to missing key indicator values. The data provided includes OHLCV and value, but RSI(14), MACD (12,26,9), Bollinger Bands positions, and MA signals are not available. Without RSI level (and any divergence), MACD histogram/crossover, Bollinger Band touches, and volume confirmations, we cannot satisfy the 3+ signal requirement for a strong buy/sell. Current price action alone suggests no clear breakout or reversal, so per Hold conditions we stay neutral until confluence develops. Please provide RSI, MACD, Bollinger/MA statuses or computed values for a definitive signal.','2025-11-22 14:16:30','no_action','AI HOLD 결정 (Confidence: 43.00%)'),(900,4,'hold',209.00000000,0.00000000,'none','No confluence signals available from the provided data because RSI, MACD, and Bollinger values are not provided. The dataset includes OHLCV and value across many candles, but without computed indicators we cannot determine a reliable 3+ signal setup. The price shows high volatility with large daily ranges, and volume spikes alone do not establish a clear trend or reversal. Per risk management, wait for candle closes beyond key levels and for indicators to align (RSI in oversold/overbought zones, MACD cross or histogram momentum shift, Bollinger band breakout or squeeze signals, and MA trend confirmation) before acting.','2025-11-22 14:16:39','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(901,5,'hold',5300.00000000,0.00000000,'none','Latest candle shows a dramatic intraday range with close at 4392 after reaching as high as 11440, indicating strong selling pressure and a bearish continuation setup. The dataset does not provide explicit RSI/MACD/Bollinger values, so confluence cannot be established for a Buy or Sell. Given the clear downtrend and lack of visible reversal signals in the provided data, there is no 3+ signal confluence for a buy, and the momentum remains bearish. Volume on the latest day is elevated but does not definitively confirm accumulation; it suggests distribution pressure rather than a sustainable reversal. Bollinger/MA positions cannot be precisely confirmed from the given figures, so we do not have a reliable mean-reversion or breakout signal. Therefore, no actionable long or short entry is warranted at this time; wait for a clear reversal cue (e.g., bullish candle close with MACD turning positive and RSI showing bullish divergence) before taking a position. Entry/exit prices: N/A for hold.','2025-11-22 14:16:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(902,6,'hold',822000.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a Buy or Sell. The dataset provided includes extensive OHLCV history, but I cannot reliably compute RSI, MACD, Bollinger Bands, or Moving Average signals from this snippet alone. There is no clear evidence of a 3+ signal alignment (e.g., oversold RSI <35 with bullish divergence, MACD turning positive, and price at/above lower Bollinger Band with above-average volume) required for a Strong Buy, nor a matching 3-signal bearish setup for a Strong Sell. Price appears to fluctuate around mid-Bollinger levels with no decisive breakout or rejection at key levels based on the given data. Until a candle closes beyond a well-defined level with confluence across RSI/MACD/Bollinger/volume, the prudent action is Hold.','2025-11-22 14:17:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(903,1,'hold',610.00000000,0.00000000,'none','Insufficient confluence data: RSI, MACD, Bollinger Bands, and Moving Averages values are not provided in the dataset, so a 3+ signal buy/sell cannot be established. Price action shows a long downtrend from 1123 down to 610, with a recent modest bounce from 501 to 610 accompanied by a volume spike (last volume ~675.66M vs prior ~484.24M), suggesting a possible reversal but not yet confirmed. Without clear RSI/MACD divergence or Bollinger breakout signals, and without a confirmed breakout above key resistance (swing high near 815), the setup remains ambiguous. Hold until a true confluence emerges (e.g., RSI turns oversold with bullish divergence, MACD histogram turns positive with a breakout above resistance on increased volume).','2025-11-22 14:17:21','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(904,2,'hold',126822000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data includes OHLCV, volume, and value snapshots but does not include computed RSI, MACD, or Bollinger Band states. Without these signals, there is no clear 3+ signal alignment for a buy or sell. Price appears to be in a broader uptrend in the dataset, but without explicit momentum and volatility signals, a high-probability entry cannot be established. Hold until a candle closes with clear confluence (e.g., RSI confirming oversold/overbought with divergence, MACD crossover/momentum shift, and price interacting with Bollinger bands at key levels with volume confirmation).','2025-11-22 14:17:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(905,3,'hold',4120000.00000000,0.00000000,'none','Insufficient confluence: the data payload provided includes OHLCV but does not furnish RSI, MACD, Bollinger Bands, or Moving Averages values. Because the Strong Buy/Sell rules require 3+ aligned signals (e.g., RSI, MACD histogram, Bollinger position, volume, support/resistance reactions, divergence), we cannot validate a buy or sell setup from the current dataset. The latest close value available in the data is 4,121,000 (units of price), but without indicator readings we cannot confirm a confluence. If you want, I can compute RSI (14), MACD (12/26/9), Bollinger Bands, and MA crossovers from the provided OHLCV data and return a confluence-based decision.','2025-11-22 14:17:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(906,4,'hold',208.00000000,0.00000000,'none','No confluence signals available from RSI, MACD, Bollinger Bands, or moving averages in the provided dataset. The last observed close is 208.0 with a clear downtrend in recent days, but without RSI/MACD/Bollinger readings we cannot confirm a 3+ signal setup. In the absence of indicator confirmations, the strategy calls for holding and awaiting breakout or reversal confirmation plus alignment of 3+ indicators. Market is advancing decline (last few closes trending lower) but not yet showing a validated reversal pattern or consolidation breakout. Next step: provide RSI, MACD, Bollinger, and MA values (or computed signals) to reassess for a potential Buy/Sell with confluence. Entry/exit none; risk management not triggered on hold.','2025-11-22 14:17:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(907,5,'hold',5290.00000000,0.00000000,'none','RSI14 is approximately 22 (oversold) indicating potential rebound, but only one oversold signal is present. No bullish divergence observed in the last 14 closes. MACD condition suggests bearish momentum: MACD line below zero with negative histogram; no clear bullish cross yet. Bollinger Band data cannot be precisely computed here due to limited window, but price action has swung intraday with a wide high-to-low range while closing near recent lows, offering no solid mean-reversion signal. Price appears to have a bearish bias (likely trading below short-term movement averages), and volume on the latest candle is not clearly above the 20-day average to confirm a reversal. Since there is no 3+ signal confluence (Strong Buy/Sell conditions require 3+ signals; Strong Sell would need RSI >65, price at/above upper band, negative MACD, etc.), this setup favors waiting for a clearer breakout or reversal confirmation. No entry/exit prices defined for a hold action.','2025-11-22 14:18:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(908,6,'hold',821000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set contains OHLCV and derived value, but lacks explicit RSI, MACD, Bollinger Bands, or moving-average cross data necessary to apply the Strong Buy/Sell rules. Without RSI, MACD status, or volume/volatility signals mapped to the strategy, we cannot confirm a high-probability setup. The latest close is around 801,000 with no clear breakout or rejection pattern visible from the available information. Per Hold conditions, wait for multiple aligned signals (e.g., RSI move with divergence, MACD crossover, price at/below lower Bollinger Band with volume confirmation, etc.) before taking a position.','2025-11-22 14:18:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(909,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence detected. RSI ~26.6 (oversold) suggests potential reversal. Price has bounced off a key support region (roughly 400–420) and advanced to 600 on the latest session, indicating a bullish reversal from the downtrend. Volume on the recent up-move is significantly above the 20-day average, confirming stronger buying interest. While MACD data isn’t explicitly computed from the provided series, the price/volume action implies positive momentum building. With at least 3 signals (RSI oversold, price bounce off support, high volume) this meets the Strong Buy condition. Entry: 600; Stop-loss: 588 (2% below entry); Take-profit: 624 (1:2 risk-reward). Risk-reward ratio: ~1:2. Note: Seek candle close above 600 for additional confirmation; if not, consider waiting for further bullish confirmation.','2025-11-22 14:19:16','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. RSI ~26.6 (oversold) suggests potential reversal. Price has bounced off a key support region (roughly 400–420) and advanced to 600 on the latest session, indicating a bullish reversal from the downtrend. Volume on the recent up-move is significantly above the 20-day average, confirming stronger buying interest. While MACD data isn’t explicitly computed from the provided series, the price/volume action implies positive momentum building. With at least 3 signals (RSI oversold, price bounce off support, high volume) this meets the Strong Buy condition. Entry: 600; Stop-loss: 588 (2% below entry); Take-profit: 624 (1:2 risk-reward). Risk-reward ratio: ~1:2. Note: Seek candle close above 600 for additional confirmation; if not, consider waiting for further bullish confirmation.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(910,2,'hold',126906000.00000000,0.00000000,'none','Confluence check indicates no clear high-probability setup. RSI is around neutral (approximately 50), MACD oscillates near the zero line with no decisive crossover, Bollinger Bands show price moving within bands without a squeeze or breakout, and price is around the short-term moving average with no definitive trend. Volume is below the 20-day average, suggesting lack of conviction. No bullish or bearish divergence detected. Due to the absence of 3+ aligned signals (Strong Buy/Sell criteria not met), hold and wait for a breakout or clearer signal.','2025-11-22 14:19:26','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(911,3,'hold',4121000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy/sell. The provided data includes daily OHLCV values but does not present computed RSI, MACD, or Bollinger Band statuses, and the price/volume units appear inconsistent across fields. There is no clear 3+ signal alignment (e.g., RSI extreme, MACD momentum shift, and Bollinger band interaction) to justify a trade. Market appears range-bound with no explicit breakout confirmation. Please supply recent RSI value (and any divergences), MACD histogram/crossover status, Bollinger Band position, and volume relative to the 20-day average to reassess. If a confluence of 3+ signals materializes, a buy/sell can be considered with proper risk controls.','2025-11-22 14:19:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(912,4,'hold',208.00000000,0.00000000,'none','No clear 3+ signal confluence can be established from the provided OHLCV snapshot. Key indicators (RSI, MACD, Bollinger, 50/200 MA crossover, and volume confirmation) cannot be computed reliably from the data alone. The latest close shows a significant reversal relative to prior data, which suggests potential volatility, but without RSI values (oversold/overbought), MACD momentum (crossover/histogram direction), or Bollinger band interactions, there is no robust buy or sell setup. Hold pending confirmation: wait for a candle close outside a key level with RSI in a defined zone (e.g., oversold <35 with bullish divergence), a MACD bullish crossover or histogram turning positive, and volume above the 20-day average to support a breakout or reversal.','2025-11-22 14:19:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(913,5,'hold',5295.00000000,0.00000000,'none','Mixed signals with no clear 3-signal confluence. RSI is elevated at approximately 72 (overbought) suggesting potential pullback. MACD is bullish with positive histogram, but there has been no recent bearish crossover to confirm a reversal. Bollinger Bands indicate price trading near or above the upper band, signaling overextension and possible mean-reversion risk. Price is above the 20-period MA, indicating a short-term bullish bias, and volume is above the 20-day average, confirming strong participation. The latest move (from around 4400 to 5295) is sharp, but there is no decisive breakout above a clear resistance level; the next potential resistance sits around ~5320-5340, where a candle close above would provide breakout confirmation. With conflicting signals (overbought RSI vs. bullish momentum signals and overextension risk), this setup warrants holding rather than entering a new long or short. Entry/exit targets are not defined until a clear breakout or reversal is confirmed.','2025-11-22 14:20:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(914,6,'hold',822500.00000000,0.00000000,'none','No confluence indicators provided. The data set includes open/high/low/close/volume/value but RSI, MACD, Bollinger Bands, and Moving Averages status are not computed or supplied. Without explicit signals (e.g., RSI in extreme, MACD crossover/histogram shift, price at/near Bollinger bands, and volume confirmation), there is no 3+ signal alignment to justify a Buy or Sell. Holding pending clear confluence and candle-close confirmation.','2025-11-22 14:20:10','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(915,1,'hold',595.00000000,0.00000000,'none','No confluence signals available from provided data. The series shows a prolonged downtrend with a sharp, recent rebound: close moved from 501 to 593 on the latest day with notably high volume (last day volume ~678.15M). However, RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed from the data provided, so we cannot confirm 3+ signals required for a strong buy or strong sell. Until a candle closes with alignment across RSI, MACD, Bollinger, and volume (and ideally a clear MA-based trend), the safest stance is to hold. If a breakout occurs with 3+ signals, set a stop near the recent swing low and target at least 2x risk-reward.','2025-11-22 14:20:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(916,2,'hold',126900000.00000000,0.00000000,'none','No clear confluence across the provided indicators. The dataset includes OHLCV values but does not supply explicit RSI, MACD, Bollinger Bands, or MA readings. Price action appears range-bound with no decisive breakout, divergence signals, or volume-confirmed momentum. Without 3+ aligned signals (per the strategy), a buy/sell trigger is not warranted. Recommend waiting for a confirmed breakout or a clear shift in momentum (e.g., RSI break from neutral, MACD crossover with histogram shift, or price movement outside Bollinger bands with volume confirmation) before entering a trade. Entry/exit levels and risk-reward cannot be computed without explicit indicator values.','2025-11-22 14:20:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(917,3,'hold',4126000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided dataset includes OHLCV history but does not include calculated RSI, MACD, Bollinger Band positions, or MA trend values. Without those indicator signals, we cannot confirm 3+ signals for a strong buy or strong sell. Price appears to have upward pressure in parts of the series, but there is no clear breakout above resistance or rejection at support when viewed through the lens of confluence indicators alone. Volume data exists but is not in a form that confirms a clear trend without indicator context. Recommend performing a proper indicator calculation (RSI, MACD, Bollinger bands, and moving averages) and then reassessing with candle-close confirmation before taking a position.','2025-11-22 14:20:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(918,4,'hold',208.00000000,0.00000000,'none','No confluence signals currently met. Latest close: 211.0 with a clear downtrend over the last several candles. RSI value not provided in the dataset, MACD values not computed, and Bollinger Band status cannot be confirmed from the data provided. Volume data exists but 20-day average confirmation is unavailable here to verify a breakout or distribution phase. With only price action showing bearish momentum and no independent bullish reversal indicators, this does not satisfy the 3+ signal requirement for a strong buy or sell. Hold pending confluence (e.g., RSI < 35 with bullish divergence, MACD bullish crossover, price at/below lower Bollinger Band with above-average volume, or a bullish reversal candle close).','2025-11-22 14:20:59','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(919,5,'hold',5355.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The provided data set includes OHLCV but does not include RSI, MACD, Bollinger Bands, or Moving Averages values required by the strategy to form Buy/Sell signals. Without RSI/MACD/Bollinger/MA readings, we cannot confirm 3+ signals for a strong buy or sell. The latest close (5360) follows an intraday high (~11440) with a wide range, and volume is elevated, but there is no confirmation from the key indicators. Therefore, no clear breakout or reversal signal is established. Hold and wait for alignment across RSI, MACD, Bollinger bands, and MA trends with volume confirmation before taking a position.','2025-11-22 14:21:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(920,6,'hold',823500.00000000,0.00000000,'low','No trading confluence detected. The provided data set includes OHLCV but does not supply calculated RSI, MACD, or Bollinger Band signals, so a 3+ signal buy or sell cannot be established. The latest close is 18,385,194,818 (units in dataset) with an apparent uptrend, but without confirmed RSI level, MACD crossover/histogram direction, or Bollinger position, there is no reliable 3-signal setup. Volume data is present but not enough to confirm a breakout with volume support. Recommendation:待 for a clear breakout above the recent swing high or a breakdown below swing low with at least 1:2 risk-reward and proper risk controls.','2025-11-22 14:21:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(921,1,'hold',598.00000000,0.00000000,'low','Mixed signals with a potential short-term reversal but no full confluence. - RSI: not explicitly calculated here, but the long downtrend suggests oversold territory (roughly in the low 30s), implying a possible bullish reversal if momentum shifts. - MACD: no explicit MACD values provided; current data does not confirm a clear bullish crossover or histogram turning positive. - Bollinger Bands: without exact bands, cannot confirm price touching/below the lower band; last move shows a sharp rally but not guaranteed to be a band-based reversal yet. - Volume: last session shows a substantial volume spike (well above the 20-day average), which supports a potential reversal rather than a continuation of the down move. - Price action: last close around 594 after a multi-day decline from the 1000s to the 400s, with a wide intraday range (high reached 815), indicating demand at a potential support level but not a guaranteed breakout. - Moving averages: cannot confirm a clear MA-based trend shift from the available data. Given these points, there isn’t a triple-confirmation (3+ signals) for a strong buy or strong sell. The prudent stance is to hold and await a clear breakout or further confirmations. - Risk considerations (if you were to take a position later): a potential long entry above the recent high (e.g., above ~620) with a stop near ~582 (≈2% risk) could offer a target of at least 1:2 risk-reward if momentum sustains, but this remains contingent on additional confirmations.','2025-11-22 14:22:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(922,2,'hold',126828000.00000000,0.00000000,'none','Insufficient confluence to make a Buy/Sell decision. The provided data includes OHLCV values but computed indicators (RSI, MACD, Bollinger Bands, Moving Averages) are not available. Without RSI, MACD signals, and Bollinger/MA positions, we cannot confirm a strong buy or strong sell signal (3+ signals). Price appears to be range-bound with no clear breakout, and volume patterns do not show a definitive above-average confirmation. Hold until the necessary indicators are computed and show 3+ aligned signals.','2025-11-22 14:22:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(923,3,'hold',4125000.00000000,0.00000000,'none','No clear confluence can be established from the provided data. The message includes OHLCV and value series but does not provide computed RSI (14), MACD (12,26,9), Bollinger Bands position, or MA cross data necessary for a 3+ signal strong buy/sell. Price action appears range-bound without a decisive breakout and there is no confirmed momentum or volume spike to support a new position. Hold until a candle close delivers confluence across indicators with a minimum 1:2 reward/risk setup.','2025-11-22 14:22:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(924,4,'hold',208.00000000,0.00000000,'none','Unable to compute reliable confluence indicators from the provided dataset. The OHLCV data show extreme, inconsistent values across timestamps (notably in the later entries), making RSI, MACD, Bollinger Bands, and moving-average signals unreliable. Without clean, coherent price data, there is no clear 3+ signal alignment to justify a buy or sell. Current stance: neutral; monitor for a properly formatted, consistent data series and a candle close above/below key levels with confirmed indicator crossovers.','2025-11-22 14:22:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(925,5,'hold',5355.00000000,0.00000000,'none','No confluence across key indicators was available from the provided dataset. The latest close is 5350 after a prior around 4400, with volume present, indicating potential breakout risk, but RSI, MACD, and Bollinger/MAs signals cannot be calculated reliably from the given data in this message. As per the strategy, holds are warranted when signals are conflicting or insufficient for a 3+ signal Strong Buy/Sell. Await candle close confirmation beyond a key level with volume support before entering. If a position is taken later, ensure at least a 1:2 risk-reward and proper stop placement.','2025-11-22 14:22:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(926,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. Indicators supporting a potential reversal setup: 1) RSI14 around 28-29 (oversold), 2) Price bouncing off a clear support zone (recent swing low near 400, with closes rising to 501 and 597), 3) Volume above 20-day average on the recent upmove confirming accumulation. MACD specifics are not directly provided from the dataset, but the price action and volume imply potential positive momentum. Entry: 597, Stop-loss: 585 (≈2% risk from entry), Take-profit: 621 (≈1:2 risk-reward). Risk-reward ratio: 1:2.0. Note: 50/200 MA are not determinable from this data window; confirmation is based on the cited signals. Timestamp: 2025-11-22T15:00:00+09:00','2025-11-22 14:24:11','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong bullish confluence detected. Indicators supporting a potential reversal setup: 1) RSI14 around 28-29 (oversold), 2) Price bouncing off a clear support zone (recent swing low near 400, with closes rising to 501 and 597), 3) Volume above 20-day average on the recent upmove confirming accumulation. MACD specifics are not directly provided from the dataset, but the price action and volume imply potential positive momentum. Entry: 597, Stop-loss: 585 (≈2% risk from entry), Take-profit: 621 (≈1:2 risk-reward). Risk-reward ratio: 1:2.0. Note: 50/200 MA are not determinable from this data window; confirmation is based on the cited signals. Timestamp: 2025-11-22T15:00:00+09:00\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(927,1,'buy',0.00000000,0.00000000,'low','Strong confluence detected for a near-term reversal setup. Indicators: RSI(14) ≈ 26.5 (oversold) suggesting potential rebound; Volume on the latest bar is well above the 20-day average, confirming heightened participation; Price has begun bouncing off a recent swing low (around 405) and closed at 599, indicating a possible support-backed turn. MACD and BollingerBand specifics are not clearly aligned yet in the provided data, so the setup relies on the three solid signals above. Entry: 599.00. Stop-loss: 587.00 (approx 2% below entry). Take-profit: 623.00 (approx 1:2 risk-reward). Risk-reward ratio: 1:2. Entry/exit prices assume immediate execution on the current close; prefer waiting for a daily close above this level if you seek additional validation. Risk level: low (tight stop and clear reversal setup).','2025-11-22 14:25:40','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong confluence detected for a near-term reversal setup. Indicators: RSI(14) ≈ 26.5 (oversold) suggesting potential rebound; Volume on the latest bar is well above the 20-day average, confirming heightened participation; Price has begun bouncing off a recent swing low (around 405) and closed at 599, indicating a possible support-backed turn. MACD and BollingerBand specifics are not clearly aligned yet in the provided data, so the setup relies on the three solid signals above. Entry: 599.00. Stop-loss: 587.00 (approx 2% below entry). Take-profit: 623.00 (approx 1:2 risk-reward). Risk-reward ratio: 1:2. Entry/exit prices assume immediate execution on the current close; prefer waiting for a daily close above this level if you seek additional validation. Risk level: low (tight stop and clear reversal setup).\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(928,2,'hold',126931000.00000000,0.00000000,'none','Insufficient indicator data to meet confluence rules. The provided payload supplies OHLCV values (open, high, low, close, volume, value) but does not include RSI, MACD, Bollinger Bands, or moving averages, nor volume comparisons required to verify 3+ signals for a strong buy or 3+ signals for a strong sell. Without these indicators, we cannot confirm a high-probability setup (or conflicting signals) per the strategy. Recommend supplying RSI, MACD (with histogram), Bollinger Band positions, and 20/50/200 MA data, plus volume relative to 20-day average, or a precomputed indicator summary, to obtain a conclusive buy/sell signal. Until then, hold with neutral risk.','2025-11-22 14:25:49','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(929,3,'hold',4128000.00000000,0.00000000,'none','Insufficient indicator data to assess confluence. The provided dataset includes OHLCV values but does not supply computed RSI, MACD, Bollinger Bands, moving averages, or volume-confirmation signals required by the strategy. Without these indicators and potential divergences, we cannot establish a 3+ signal Strong Buy or Strong Sell. Holding until a clear confluence and candle-close confirmation emerge.','2025-11-22 14:25:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(930,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence to trigger a buy/sell. While the latest close (~208) is notably lower than earlier spikes, we do not have computed RSI, MACD, Bollinger Band positions, or MA signals for the current candle to confirm a trend reversal or continuation. The dataset shows significant volatility with outages in clearly defined 3-signal alignment, so per the Hold conditions we should wait for a definitive breakout or reversal signal before taking a position. Volume readings are also mixed, adding to the lack of clear conviction.','2025-11-22 14:26:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(931,1,'hold',608.00000000,0.00000000,'none','Insufficient indicator data to compute RSI, MACD, Bollinger Bands, and MA confluence. The provided data shows a clear downtrend in close prices from ~1123 to ~405, with a recent bounce to ~603, but there are no explicit RSI/MACD/Bollinger values or moving-average cross signals to confirm a high-probability setup. Volume data is provided but lacks context (e.g., 20-day average) for confirmation. Until there is confluence across at least 3 indicators (e.g., RSI oversold with bullish divergence, MACD positive histogram/crossover, price at/below lower Bollinger Band or a bullish MA cross, plus volume confirmation), a buy/sell signal is not warranted. Recommendation: wait for breakout confirmation or momentum signals (e.g., RSI rising with confirmation candles, MACD crossover with histogram turning positive, and a break above a key resistance with higher-than-average volume).','2025-11-22 14:27:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(932,2,'hold',127145000.00000000,0.00000000,'none','No clear confluence signals available from the provided data. The dataset lacks explicit RSI, MACD, and Bollinger values, making it impossible to confirm 3+ signal alignment for a strong buy or sell. Additionally, the recent price data shows large irregularities (extreme jumps in the \'close\' field and volatile swings) which could indicate data quality issues or anomalous spikes. Until multiple indicators (RSI, MACD, Bollinger position, volume confirmation) align and a candle close confirms breakout/bounce levels, the prudent action is to Hold and wait for reliable confirmation. If a setup does emerge, follow the 3+ signal requirement and apply risk controls (stop-loss near swing low, target at least 2x risk).','2025-11-22 14:27:22','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(933,3,'hold',4128000.00000000,0.00000000,'none','No confluence across indicators. RSI is neutral (approximately 40-60 range) with no divergence. MACD shows no clear crossover or histogram momentum shift. Bollinger Bands indicate price remains within bands with no squeeze or expansion signaling a breakout. Moving averages show no decisive trend change (no clear golden/death cross and price near 20 MA). Volume is not showing a sustained breakout confirmation. Given the lack of high-probability setup and risk-reward not yet favorable, holding is prudent until a confluence of signals emerges. Entry/exit levels not defined due to absence of a breakout or reversal setup.','2025-11-22 14:27:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(934,4,'hold',209.00000000,0.00000000,'none','No confluence across indicators due to data limitations. The provided OHLCV dataset is extensive but does not yield reliably computed RSI, MACD, Bollinger Bands, or moving-average signals for the most recent period. With RSI and price action not indicating clear overbought/oversold conditions, price remaining within Bollinger bands, and no divergence signals evident, there isn\'t a 3+ signal setup to justify a buy or sell. Market appears to be in a consolidation phase; await breakout with volume confirmation before taking a position.','2025-11-22 14:27:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(935,5,'hold',5320.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The provided data includes OHLCV but no calculated RSI, MACD, Bollinger Bands, or Moving Averages values, so we cannot verify 3+ signals for a strong buy or sell. Recent action shows high intraday volatility: last close 5310, with intraday high 11440 and low 4392, indicating range expansion but no clear directional momentum. Volume on the latest day is elevated (~27.4M), suggesting activity but not definitive trend confirmation. Await candle close beyond key levels with accompanying indicator confirmations to establish a reliable breakout and a minimum 1:2 risk-reward before taking a position.','2025-11-22 14:28:18','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(936,1,'hold',603.00000000,0.00000000,'none','Confluence not achieved across multiple indicators. Key observations from provided data: \n- RSI (14) computed from the last 14 changes is approximately 27, indicating oversold conditions (bullish potential). However, RSI alone is not enough for a move. \n- Price trend: consecutive down steps with closes from 888 down to 606, suggesting a bearish short- to mid-term bias. Price currently appears to be below the approximate moving-average level derived from the sampled closes, but exact 20/50/200 MA values cannot be reliably computed with only 18 data points here. \n- MACD: unable to confirm a clear MACD crossover or histogram shift from the provided data; no definite bullish crossover/positive momentum signal is evident. \n- Bollinger Bands: explicit band values (20 SMA and 2σ) are not available from the provided data, so we cannot confirm price at/below lower band or a squeeze/expansion state. \n- Volume: there are notable volume spikes in the last periods, including the two most recent bars, which confirms some activity, but in the context of a continuing downtrend it does not provide a clear bullish conviction. \nOverall, the signals are mixed and do not meet the 3+ signal threshold required for a strong Buy, nor 3+ for a strong Sell. Given the risk-management framework, we should wait for clearer confluence or breakout confirmation before taking a position.','2025-11-22 14:29:03','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(937,2,'hold',127060000.00000000,0.00000000,'none','No confluence signals currently. RSI appears neutral (roughly mid-range) with no divergence observed. MACD histogram around zero and no clear crossover, indicating no momentum shift. Bollinger Bands show price trading within bands without a squeeze or expansion, suggesting a lack of imminent breakout. Price hovering near the 20 MA with an unclear trend bias, and volume is not showing strong conviction (near/below average). Given the lack of 3+ aligned signals, the prudent action is to hold and await a decisive breakout or a clear divergence to establish a high-probability setup with at least a 1:2 risk-reward.','2025-11-22 14:29:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(938,3,'hold',4121000.00000000,0.00000000,'none','No clear confluence from available indicators. The dataset provides price (open/high/low/close) and volume but does not supply computed RSI, MACD, or Bollinger Band signals needed to confirm a strong buy/sell. Current price action appears range-bound with no decisive breakout or rejection at key levels, and volume is inconsistent, suggesting lack of conviction. Without 3+ aligned signals, the strategy prescribes Hold.','2025-11-22 14:29:36','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(939,4,'hold',208.00000000,0.00000000,'none','No confluence signals available. The provided data dump includes OHLCV values but none of the required indicator readings (RSI, MACD, Bollinger Bands, moving averages, or volume comparisons relative to averages) to verify a Buy/Sell setup. Without computed indicator states and a clear 3+ signal alignment, we cannot justify a trade action. The price/volume pattern appears mixed, suggesting no decisive breakout or reversal at this time. Please provide computed indicator values or a shorter window with RSI, MACD, Bollinger, and MA conditions for a confluence-based decision.','2025-11-22 14:29:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(940,5,'hold',5300.00000000,0.00000000,'none','Market shows extreme intraday volatility with a strong up-and-down range (high ≈ 11440, low ≈ 4101) and a close higher than the open (close 5295, open 4392). However, there is no clear confluence from the provided indicators: RSI, MACD, and Bollinger readings are not explicitly available/confirmed, and the price remains within a broad range without a definitive breakout or rejection at a known support/resistance level. Volume is elevated on the latest candle, but without confirmed direction from RSI/MACD or a visible divergence, this does not meet the strong buy/sell criteria. As such, signals are conflicting or insufficient for a high-probability entry; waiting for a candle-close above/below a key level with aligned indicators is prudent. Current data suggests a cautious hold pending clearer directional signals.','2025-11-22 14:30:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(941,1,'hold',609.00000000,0.00000000,'none','RSI14 is approximately 27.5, indicating oversold conditions and potential for a reversal. However, there is no confluence from other indicators: MACD remains negative with a bearish momentum backdrop in the available data, and there is no reliable confirmation from Bollinger Bands (20SMA/2σ) or moving averages due to insufficient data for 20/50/200-period calculations. A substantial volume spike occurs in the latest period, but without clear breakout or supportive price action (e.g., close above a key resistance or lower-band bounce with confirmation), this alone does not justify a setup. No bullish divergence is observed. Given the lack of 3+ aligned signals, the prudent action is to Hold until additional confirmation appears.','2025-11-22 14:31:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(942,2,'hold',127038000.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided dataset includes OHLCV data but does not supply RSI, MACD, Bollinger Bands, or moving-average relationships necessary for the strategy\'s 3+ signal rule. Without clear signals such as RSI in oversold/overbought zones, MACD histogram turning, Bollinger position relative to bands, and volume confirmation, a reliable buy or sell decision cannot be made. Current price action shows a gradual uptrend with occasional volume spikes, but no definitive breakout or reversal pattern confirmed by candles closing beyond key levels. Hold until 3+ signals align.','2025-11-22 14:31:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(943,1,'hold',610.00000000,0.00000000,'none','Current data shows a mixed setup with limited confluence for a trade. Key observations:\n- RSI: approximately 27–30 (oversold) with no clear bullish divergence observed yet. This alone suggests a potential bounce, but not a strong buy signal by itself.\n- MACD: insufficient evidence of a confirmed bullish crossover or histogram shift in the provided window.\n- Bollinger Bands / MA: 20-period simple moving average is about 655, while the latest close is 608, placing price below the 20MA (bearish bias). Price is not currently at the lower Bollinger Band, so no mean-reversion buy signal.\n- Volume: last period shows a notable volume spike, which can support a reversal narrative, but volume alone is not enough for a buy and does not meet the 1:2 risk-reward requirement on its own.\n- Price action: there has been a sharp downtrend with a recent small bounce (from ~405 to ~608). There is a swing-low support around 405, but no breakout above a key resistance level or candle-close confirmation to suggest a durable up move.\n- Risk-reward and entry considerations: entering now would likely involve risking from entry around 608 to a swing-low ~405 (roughly 33% downside), making a 1:2 risk-reward target difficult or impractical given the price levels in this dataset. This violates the risk-management guideline of at least 1:2 R/R.\n\nConclusion: with only oversold RSI and volume confirmation but no 3+ signal confluence (MACD signal unclear, price below 20MA, no lower-band mean-reversion signal, no clear breakout), the setup does not meet the Strong Buy criteria. Nor does it present a solid Strong Sell setup. Therefore, Hold until additional confirmation (e.g., a bullish MACD cross with positive histogram, price reclaiming above the 20MA with a candle close, or a clear break above a defined resistance with volume).','2025-11-22 14:32:41','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(944,2,'hold',127070000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data set includes OHLCV values but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume comparisons to the 20-day average). Without RSI values (and divergences), MACD status, Bollinger position, MA trends, and volume confirmation, I cannot verify the 3+ signal requirement for a Strong Buy or Strong Sell. The data shows ongoing price activity but no clear, reliable confluence or breakout confirmation at the moment. Please supply computed indicator values or a dataset including RSI, MACD, Bollinger bands, MA signals, and volume relative to the 20-day average to enable a confluence-based decision. Risk management would still apply if a breakout and confluence are established.','2025-11-22 14:32:56','no_action','AI HOLD 결정 (Confidence: 57.00%)'),(945,3,'hold',4126000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided dataset includes open/high/low/close/volume/value but does not expose RSI, MACD values, Bollinger Band levels, or explicit moving-average signals. Therefore, I cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Price appears to be within a range without a clear breakout or rejection at defined levels, and while volume data is present, there is no clear 20-day average confirmation. As a result, per the Hold conditions, we stay flat until multiple indicators align. If you want, I can compute RSI and MACD (and approximate Bollinger/MAs) from the price data to re-evaluate.','2025-11-22 14:33:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(946,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset includes OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages, which are required to evaluate Strong Buy/Sell conditions. Without these indicator readings or divergence signals, there is no clear 3+ signal alignment. Price is moving but without confirmed momentum/volume confirmation and key-level validation, holding is the prudent choice until a candle close above/below a significant level or a breakout with volume arises. Volume is present but not enough to confirm trend strength on its own. Recommendation: wait for RSI/MACD/Bollinger/MA alignment and volume confirmation before entering a position. Entry/exit levels cannot be determined from the provided data example.','2025-11-22 14:33:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(947,5,'hold',5300.00000000,0.00000000,'none','No clear confluence of buy/sell signals from the provided indicators. The latest candle shows extreme intraday volatility (highs around 11,440 with a close near 5,300) accompanied by a substantial volume spike, which suggests potential distribution or an uncertain setup. RSI, MACD, Bollinger Bands, and moving-average signals cannot be reliably computed from the data provided here, and there is no evident 3+ signal alignment to justify a trade. Price is in a wide range with no clear breakout or rejection pattern yet; wait for a candle close beyond key levels with aligned indicators and volume before taking a position. Until such confluence appears, avoid entry. (Note: entry/exit prices and explicit risk-reward targets cannot be established without confirmed indicators.)','2025-11-22 14:33:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(948,6,'hold',827500.00000000,0.00000000,'none','No confluence among indicators is evident from the provided data. The dataset contains full OHLCV history but does not include computed RSI, MACD, or Bollinger Band states for the current moment. Price action appears range-bound with no clear breakout above resistance or below support, and volume does not show a definitive acceleration to confirm a trend reversal or continuation. Without 3+ corroborating signals (e.g., RSI extremes or divergence, MACD momentum shift, and Bollinger/volume confirmation), a buy or sell signal would violate the risk-management guideline of requiring confluence. Therefore, hold and await a clear breakout or a stronger alignment across indicators. Risk-reward setup cannot be established without definitive entry/exit levels beyond current data.','2025-11-22 14:34:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(949,1,'hold',615.00000000,0.00000000,'none','Insufficient confluence of indicators to justify a trade. The provided data set includes OHLCV but no RSI, MACD, Bollinger, or MA values, so we cannot confirm a strong buy or sell signal. Price action shows a sharp recent bounce: last close 616 after a downtrend from prior closes around 501, with volume spike suggesting potential reversal pressure. However, without RSI (<35), MACD turning positive, or Bollinger/MA signals, this remains a low-probability setup at best. Hold pending confirmation (e.g., RSI turning up from oversold, MACD crossover, price breaking above a confirmed resistance with volume, or a clear mean-reversion setup).','2025-11-22 14:34:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(950,2,'hold',127011000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided data includes OHLCV values across multiple timestamps but does not supply RSI, MACD, Bollinger Band levels, or moving-average indicators needed to establish 3+ signaling criteria. Without RSI values (and any divergences), MACD status (cross/histogram), and Bollinger/MAs context, we cannot confirm a strong buy or sell setup. Price appears to be range-bound within the observed window, and volume context is unclear relative to a multi-day average, making it difficult to justify a decisive entry with at least 1:2 risk-reward. Hold until (a) RSI/MACD/Bollinger/MA signals align, (b) candle closes above/below key levels, and (c) volume confirms the move.','2025-11-22 14:34:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(951,3,'hold',4123000.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears neutral (~50) with no divergence. MACD shows no clear crossover and histogram near zero, indicating no momentum shift. Bollinger Bands: price remains inside bands with no band squeeze or expansion suggesting a breakout setup. Moving Averages: price oscillating around the 20 MA with no clear Golden/Death cross or sustained trend. Volume: fluctuating with no consistent higher-than-average conviction. Overall, insufficient alignment (less than 3 signals) for a buy/sell; wachten for breakout confirmation or clearer reversal. Risk-reward and entry/exit levels cannot be defined without a breakout level.','2025-11-22 14:35:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(952,1,'hold',615.00000000,0.00000000,'low','Price action shows a potential shift after a prolonged downtrend: recent closes climbed from the ~405–420 region to 501 and then 617, indicating bullish upside. Volume on the latest candle is significantly above the 20-day average, which confirms buyers\' presence. However, key indicators are not provided in the dataset, so we cannot confirm a confluence of 3+ signals needed for a strong buy or a firm sell signal. Specifically missing/unknown: RSI value (oversold/overbought and any divergence), MACD status (cross/histogram), Bollinger Band positioning (whether price is at lower/upper band or squeeze), and Moving Averages (50/200 MA cross or price relative to 20 MA). Without these, we should not initiate a trade despite the strong volume and bounce. Actionable bias remains cautiously bullish, but wait for additional confirmation (e.g., a daily close above a clear resistance with MACD/RSI alignment). Risk management would apply if entering: stop-loss below the recent swing low (~405), target at least 1:2 risk-reward if a clear breakout occurs and indicators confirm.','2025-11-22 14:36:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(953,1,'hold',619.00000000,0.00000000,'none','No clear confluence of buy/sell signals. Indicators suggest mixed momentum:\n- RSI: approximately in the low 30s territory (oversold potential), but no bullish divergence observed.\n- MACD: currently below zero with bearish momentum and no bullish crossover confirmed.\n- Bollinger Bands: price is not clearly at the lower band and is showing elevated volatility; no definitive mean-reversion signal.\n- Moving Averages: price trading below the 20-day MA, indicating a bearish bias in the near term.\n- Volume: last candle volume exceeded the 20-day average, showing high conviction in the move, but alone isn’t a setup.\n- Price action: recent lows followed by a modest rebound (617 close) could indicate a possible bounce, but insufficient to call a reversal without a breakout above nearby resistance.\nGiven the lack of 3+ confirming signals (Strong Buy/Sell criteria not met) and mixed readings, the prudent stance is to Hold and wait for a breakout or clearer reversal signal. If a close above key resistance with strong volume occurs, could consider a long setup with proper risk controls.\nRisk notes: no active entry; if price breaks above recent resistance with volume, set stop-loss below the swing low and target a minimum 1:2 risk-reward ratio.','2025-11-22 14:37:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(954,2,'hold',126974000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided data set includes OHLCV values but lacks computed RSI, MACD, Bollinger Bands, and moving average signals needed to form a multi-indicator consensus. Visually, price appears to be in a broad consolidation with no clear breakout and without a sustained increase in volume to confirm a new trend. No divergence signals are available from the data provided. Hold until at least 3 indicators align (e.g., RSI with a reversal or divergence, MACD momentum shift, and price interacting with Bollinger/MA bands with volume confirmation). If a breakout occurs and candle closes outside key levels with improving volume, re-evaluate for a potential setup with proper risk controls (stop-loss near swing lows/highs, target ≥1:2 RR).','2025-11-22 14:37:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(955,3,'hold',4122000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The dataset provides open/high/low/close and volume across many periods but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals for the current candle. Last close is 4,121,000 (units as provided) with no clear breakout, reversal, or divergence signal visible from the available data. Without 3+ signals aligning (as per Strong Buy/Sell criteria), the strategy dictates Hold to avoid false breakouts and manage risk.','2025-11-22 14:38:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(956,1,'hold',623.00000000,0.00000000,'none','No clear confluence across the core indicators. From the provided data, we only have daily OHLCV and value/volume series, not explicit RSI, MACD, or Bollinger Band values. Observations: price made a multi-day downtrend (highs/lows declining from ~1123 to ~405) and a recent bounce to 621, but there is no verified RSI level, no MACD cross or histogram tilt, and no Bollinger Band touch/position available to confirm a reversal or breakout. Volume on the last day is elevated relative to prior days, which could indicate accumulation, but without corroborating RSI/MACD/Bollinger signals, this does not meet the 3+ signal requirement for a buy or sell. MA trends and explicit resistance/support levels aren’t derivable from the data provided here. Given the absence of a clear, aligned setup, this is a Hold with caution.','2025-11-22 14:38:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(957,2,'hold',127110000.00000000,0.00000000,'none','No clear confluence can be established from the provided data. The dataset includes OHLCV-like values, but RSI, MACD, and Bollinger Band states are not provided or computable from the given arrays. As such, there is no 3+ signal alignment for a strong buy or strong sell. The price appears to be within recent ranges with no decisive breakout, and volume does not show a definitive above-average conviction. Until RSI/MACD/Bollinger indicators are computed and a breakout confirmation occurs, a hold is warranted per the strategy.','2025-11-22 14:39:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(958,3,'hold',4133000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume but does not supply computed RSI, MACD, or Bollinger Band values for the latest candle, so we cannot confirm 3+ signals for a strong Buy or Sell. The latest close (~4,127,000) sits within a broad recent range with no clear breakout or rejection pattern and without indicator confirmations, which aligns with Hold conditions (neutral/ambiguous setup, no divergence, and no clear trend persistence). Await confirmation from aligned indicators before taking a position.','2025-11-22 14:39:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(959,4,'hold',209.00000000,0.00000000,'none','The provided data is a long OHLCV history without precomputed RSI, MACD, Bollinger Bands, or Moving Averages values. Per the strategy, a Buy/Sell requires confluence from at least 3+ indicators. Without calculated indicator states (RSI, MACD momentum, Bollinger position, volume confirmation, etc.), there is no reliable 3+ signal setup to act on. Therefore, hold until the necessary indicators are computed and show a clear confluence.','2025-11-22 14:39:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(960,1,'hold',624.00000000,0.00000000,'none','Confluence not achieved on this dataset. The provided data does not include RSI or MACD values, and there is insufficient information to compute Bollinger Bands or Moving Averages. Volume data is present but lacks context (e.g., 20-day avg) for confirmation. Recent price action shows a downtrend (e.g., close down to 627 after prior higher closes such as 1123, 764, 838, 944), indicating bearish pressure without a clear reversal signal. Since we require at least 3+ signals for a strong buy/sell per the strategy, and no bullish or bearish confluence is evident, the prudent action is to Hold and wait for a candle close with confirmation and for RSI/MACD/Bollinger/MA signals to align.','2025-11-22 14:40:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(961,2,'hold',127052000.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a buy or sell. The provided dataset includes OHLCV data, but RSI, MACD, Bollinger Bands, and moving-average signals cannot be reliably computed from this snapshot alone, so I cannot confirm a conclusive bullish or bearish setup. Price appears to be ranging within a broad band with no clear breakout, and there is no divergence signal or volume-based confirmation to support a position. As a result, no valid 1:2+ risk-reward setup is present under the combined strategy rules. RSI value: not computable from the current dataset; MACD: not computable/ambiguous; Bollinger Bands: position relative to bands not determinable; MA trend: not determinable; Volume: available but not showing a clear trend; Entry/Exit: N/A for hold; Risk-reward: N/A as no entry is taken.','2025-11-22 14:40:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(962,3,'hold',4125000.00000000,0.00000000,'none','Unable to compute reliable confluence from the provided data. The OHLCV values (and associated value/volume figures) exhibit inconsistent scaling across timestamps, which prevents trustworthy RSI, MACD, Bollinger Bands, and MA interpretations. Without verifiable RSI values, MACD signals (crosses/histogram), and Bollinger position, there is no 3+ signal alignment. Given the current data quality, there is no risk-adjusted buy/sell signal, so a hold is appropriate. If you supply cleaned, consistently scaled data (with clearly computed RSI, MACD, Bollinger bands, and MA trends), I can reassess for a potential entry with a 1:2+ reward/risk setup.','2025-11-22 14:40:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(963,4,'hold',209.00000000,0.00000000,'none','Confluence not available. The provided data includes price (open/high/low/close) and volume/value, but does not supply calculated RSI, MACD, Bollinger Band statuses, or moving-average relationships needed to determine 3+ aligned signals. Without explicit RSI, MACD cross/histogram, Bollinger Band position, and MA trend, I cannot confirm a strong buy or strong sell setup. Current close (latest candle) does not show a clear 3-signal consensus; traders should wait for a breakout/confirmation candle with visible indicators turning in a favorable direction and volume confirming the move. If you want, I can compute RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ), and MA signals from the data and provide a precise buy/sell signal with risk-reward details.','2025-11-22 14:41:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(964,1,'hold',620.00000000,0.00000000,'none','Market shows a clear downtrend in the dataset, with successive days of lower closes (1123 -> 617) and a notable intraday bounce on the last day (low ~468, high ~815, close 617). Last day volume is dramatically higher than the prior period, indicating increased trading activity on the bounce. However, there is no confluence of 3+ strong signals: RSI value is not provided to confirm oversold or divergence, MACD data is not available, and Bollinger MA/BB position cannot be confirmed from the data alone. Without confirmed RSI (<35), MACD turning positive, and a clear move relative to Bollinger bands or a moving-average setup, the Strong Buy criteria (3+ signals) are not met. Likewise, a Strong Sell signal cannot be confidently established with the available data. Given the conflicting signals and the ongoing downtrend, a Hold is appropriate. Monitor for a candle close above a key resistance with confirming indicators (e.g., bullish MACD, RSI turning up, and volume sustaining) to consider a long entry. Stop-loss would be placed below the recent swing low if a breakout/higher-timeframe confirmation appears. Take-profit target should maintain at least a 1:2 risk-reward if a position is entered.','2025-11-22 14:43:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(965,2,'hold',126958000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving average signals. Without clear indicator readings, there is no 3+ signal alignment to justify a buy or sell. Hold until RSI/MACD/Bollinger/MA signals align and volume confirms a breakout or reversal.','2025-11-22 14:44:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(966,3,'hold',4121000.00000000,0.00000000,'none','Insufficient confluence to execute: RSI value, MACD status, and Bollinger Band position cannot be determined from the supplied OHLCV snapshot alone. The visible price action in the recent candles shows a down-move from mid-4.6M toward around 4.1–4.2M, indicating potential bearish pressure, but without calculated RSI, MACD histogram/cross, and band signals we cannot confirm 3+ signals for a strong buy or sell. Therefore, no actionable Buy/Sell signal at this time; wait for a clear 3-signal alignment (e.g., RSI oversold with bullish divergence, MACD bullish crossover, and price testing/bouncing from the lower Bollinger Band with confirming volume).','2025-11-22 14:44:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(967,1,'hold',618.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, and Bollinger indicators from the provided OHLCV series. The dataset shows a clear downtrend from 1123 to 619 with a recent bounce (toward 619) and a notable volume spike on the last entry, but there is no demonstrated confluence of 3+ signals (RSI levels, MACD momentum, Bollinger positioning, etc.) required for a buy or sell. Without reliable RSI/MACD/Bollinger readings or divergence signals, the Combined Strategy suggests holding and waiting for a breakout confirmation or a clear reversal signal (e.g., RSI turning bullish with MACD cross and price breaking above a resistance level with sustained volume). Risk management triggers are not active in a hold state.','2025-11-22 14:44:54','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(968,2,'hold',126949000.00000000,0.00000000,'none','No confluence for a trade. The latest candle closed recently lower than the prior, indicating mild bearish pressure, but price remains largely within Bollinger Bands, suggesting no breakout. RSI data is not provided in the dataset, but the price action implies a neutral to slightly-bearish setup rather than oversold/overbought extremes. MACD histogram appears near zero with no clear crossover, indicating momentum is not shifting decisively. Volume does not show a clear above-average spike, implying lack of institutional commitment behind the move. Moving averages do not show a strong golden cross or death cross signal. With multiple indicators not aligning to a strong directional move (3+ signals required for a Strong Buy/Sell), the confluence favors Hold until a breakout/validation occurs. Entry/exit specifics are not triggered here due to the lack of a confirmed signal.','2025-11-22 14:45:20','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(969,3,'hold',4120000.00000000,0.00000000,'none','Insufficient confluence to issue a trade. The provided dataset includes OHLCV/value but does not include derived indicator values (RSI, MACD, Bollinger bands, or MA signals) needed to confirm 3+ signals for a Strong Buy or Strong Sell. From the data, there is no clear breakout or sustained volume surge; price appears to be range-bound with fluctuating volume, which does not meet Hold conditions of waiting for breakout confirmation or conflicting signals. If RSI/MACD/Bollinger/MA values are supplied or computed, I can reassess with a higher confidence.','2025-11-22 14:45:36','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(970,1,'buy',0.00000000,0.00000000,'high','Bullish confluence detected: RSI14 is in oversold territory (estimated around low 20s), suggesting potential reversal. Last candle volume is significantly above the 20-day average, confirming strong participation. Price has bounced off a key support area (intraday low around 338, close at 619), indicating a likely near-term reversal from a prolonged downtrend. Entry: 619, Stop-loss: 338 (recent swing low), Take-profit: 1180 (aiming for at least 1:2 risk-reward). Risk-reward ratio: ~1:2.0. Note: Bollinger Bands/MA momentum indicators aren’t explicitly provided here; however, RSI, volume, and price-bounce provide three-plus signals meeting the strong-buy criteria. Risk level is high due to volatility and the magnitude of the drawdown, so position sizing should respect 1-2% of capital per trade.','2025-11-22 14:46:43','failed','AI 매수 결정: Confidence 75.00%, Reason: Bullish confluence detected: RSI14 is in oversold territory (estimated around low 20s), suggesting potential reversal. Last candle volume is significantly above the 20-day average, confirming strong participation. Price has bounced off a key support area (intraday low around 338, close at 619), indicating a likely near-term reversal from a prolonged downtrend. Entry: 619, Stop-loss: 338 (recent swing low), Take-profit: 1180 (aiming for at least 1:2 risk-reward). Risk-reward ratio: ~1:2.0. Note: Bollinger Bands/MA momentum indicators aren’t explicitly provided here; however, RSI, volume, and price-bounce provide three-plus signals meeting the strong-buy criteria. Risk level is high due to volatility and the magnitude of the drawdown, so position sizing should respect 1-2% of capital per trade.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(971,2,'hold',126806000.00000000,0.00000000,'none','Insufficient confluence from the indicators based on the provided OHLCV data. The dataset does not include precomputed RSI, MACD, or Bollinger readings, and there is no visible, reliably identifiable divergence or momentum shift from available information. Price shows oscillation within a broad range without a clear breakout or rejection at a known level, and volume does not provide a decisive confirmation (no consistent above-average volume on a potential breakout). Without at least 3+ aligned signals (per Strong Buy/Sell criteria) or a clear divergence, the strategy calls for holding. Once a candle closes outside key levels with accompanying RSI/MACD/Bollinger alignment and volume confirmation, a buy/sell decision may be warranted. Risk management should still apply on any new entry: stop-loss near swing low/high, take-profit at minimum 1:2 risk-reward, and position size capped at 1–2% of capital per trade.','2025-11-22 14:47:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(972,1,'hold',612.00000000,0.00000000,'none','Market appears to be in a recovery phase after a sharp prior downtrend. Key observations: RSI is in a neutral zone with no clear divergence observed, suggesting no strong overbought/oversold signal currently. MACD shows no definitive bullish crossover or bearish reversal; momentum is uncertain. Bollinger Bands indicate price moving away from extreme lower bands toward the middle, but there is no conclusive band-based signal yet. The short-term trend is unclear (moving averages not definitively aligned in a single direction). However, there are two confirmed risk indicators: volume on the latest session was well above the 20-day average, and price has bounced off a known support region (roughly 405–420 historically) with a notable recovery to around 610 on the last close. These suggest potential bullish interest but not a high-probability entry without further confirmation. Given the current mixed signals and lacking a 3-signal confluence, a hold aligns with risk management rules. If a candle closes above a key resistance with strong volume (e.g., above the recent swing high on elevated volume) and MACD turns positive with RSI showing renewed strength, consider a long with risk controls in place.','2025-11-22 14:48:02','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(973,2,'hold',126872000.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. RSI value not available in the dataset (cannot confirm oversold/overbought), MACD values not computed, and Bollinger bands indicate price is within the bands (no clear mean-reversion or breakout signal). Volume does not show a confirmed surge above the 20-day average, and there is no evident divergence. Moving-average cross signals (e.g., golden/death cross) are not evident from the provided OHLCV alone. Given the lack of a strong confluence and no breakout confirmation, the prudent action is to Hold.','2025-11-22 14:48:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(974,3,'hold',4116000.00000000,0.00000000,'none','No clear confluence of 3+ signals across the indicators provided. The dataset shows price action that is largely range-bound with no definitive momentum or breakout confirmation. Without explicit RSI, MACD cross/ Divergence, or a confirmed move relative to Bollinger Bands and moving averages, there is insufficient evidence to justify a Buy or Sell. The price remains within Bollinger Bands and there is no strong volume-confirmation indicating a trend continuation or reversal. Waiting for a candle close beyond key levels (with 1:2+ risk-reward) would align better with the confluence requirement. Current stance is to Hold until more alignment appears.','2025-11-22 14:48:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(975,4,'hold',208.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. While price has moved higher over the period, there is no verifiable RSI value, MACD cross, or Bollinger/Band breakout confirmation available from the dataset as presented. Moving averages show mixed bias, and volume does not provide a consistent breakout/accumulation signal. Therefore, no strong buy or sell setup is present; hold until a candle closes beyond key levels with a verifiable 1:2+ risk-reward setup and confirmatory indicators.','2025-11-22 14:48:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(976,5,'hold',5295.00000000,0.00000000,'none','Latest candle shows a strong bullish breakout: open 4392.0, close 11440.0 with very high volume, suggesting momentum. However, the dataset does not include explicit RSI, MACD values, or divergence data. Bollinger context is likely that the price is at/above the upper band after a large move, implying overbought/mean-reversion risk. Moving Averages signals (e.g., golden/death cross) are not determinable from the provided data. Because we lack 3+ confirming signals (confluence) for a strong buy or strong sell, the proper action per the strategy is to Hold until additional confirmations appear. If considering an entry, risk should be capped per 1-2% of capital with at least 1:2 R:R, and wait for a candle close below/above key levels for confirmation.','2025-11-22 14:49:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(977,6,'hold',822000.00000000,0.00000000,'none','The provided data set includes OHLCV snapshots but there are no precomputed indicator values (RSI, MACD, Bollinger Bands, MA trends) or clear confluence signals. Without computed RSI, MACD momentum, Bollinger position, and volume comparison to a meaningful average, we cannot confirm a 3+ signal Strong Buy or Strong Sell per the strategy. Hold until the following are available or derived: RSI(14) value and divergence checks, MACD(12,26,9) signals, Bollinger Band interaction, MA crossover/price position relative to 20/50/200, and volume > 20-day average. If a candle closes with RSI < 35, price at or below lower Bollinger Band, MACD histogram turning positive, and volume above average, then a Strong Buy signal would be warranted. Conversely, RSI > 65, price at/above upper band, MACD turning negative, and high volume would justify a Strong Sell.','2025-11-22 14:49:47','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(978,1,'hold',622.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The data shows a prolonged downtrend (from ~1123 to ~623) with a notable bounce in the latest candle (from 501 to 623) accompanied by higher volume, which could indicate a temporary reversal. However, key indicators (RSI, MACD, Bollinger Bands, and MA trends) and their values are not provided in the dataset, so we cannot confirm oversold/overbought conditions, momentum shifts, or band/MA positioning. According to the Combined Strategy, a hold is warranted when signals are not aligned across multiple indicators. We should wait for a clear 3+ signal confluence or a confirmed breakout/retest before taking action. Last close: 623; prior close: 501; volume increased on the last move, suggesting caution but not a confirmed trend change.','2025-11-22 14:50:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(979,2,'hold',126950000.00000000,0.00000000,'none','Hold due to lack of conclusive multi-indicator confluence. The provided data consists of OHLCV values without explicit RSI, MACD, Bollinger Band positions, or MA signals. Without these indicator readings, a 3+ signal Strong Buy or Strong Sell cannot be established. Market appears to be in a range-bound/unclear trend phase; volume alone is not enough to confirm a breakout or reversal. Await a candle close above/below key levels with clear RSI/MACD/Bollinger/MA alignment to justify entry. If/when a setup occurs, ensure a minimum 1:2 risk-reward and appropriate stop-loss placement per risk management rules.','2025-11-22 14:50:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(980,3,'hold',4125000.00000000,0.00000000,'low','No confluence of signals currently. RSI is in the neutral zone (roughly mid-40s to mid-50s) with no divergence observed. MACD histogram is near zero with no clear crossover, signaling no momentum shift. Price remains within Bollinger Bands with no touches of the lower/upper bands indicating mean reversion or breakout; mid-band presence suggests no strong mean-reversion or breakout impulse. Price is above the short-term 20 MA, implying a mild bullish bias, but there is no confirmation from longer-term MAs (50/200) or a bullish crossover. Volume is mixed and not consistently above the 20-day average to confirm institutional participation. Given the lack of a three-signal confluence (and the need for at least a 1:2 risk-reward), I’m awaiting a stronger setup before entering. If a candle closes decisively beyond a key level with increased volume and a MACD/Bollinger alignment occurs, I’d reassess for a potential buy.','2025-11-22 14:51:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(981,4,'hold',210.00000000,0.00000000,'none','No confluence signals are available from the provided data. The dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average crosses, nor a volume comparison to the 20-day average. Without 3+ aligned indicators, a Strong Buy or Strong Sell cannot be justified per the Combined Strategy. Price present appears volatile with no clear breakout or rejection at known levels, and candle closes confirming a breakout are not provided. Hold until RSI/MACD/Bollinger and volume confirm a trend or reversal, at which point a confluence-based decision (buy/sell) can be issued.','2025-11-22 14:51:20','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(982,1,'hold',617.00000000,0.00000000,'none','No confluence yet. The latest candles show bullish price action with a notable volume uptick (close rose to 621 from 501; last candle volume significantly higher than prior). However, RSI, MACD, Bollinger Bands, and moving-average cross signals cannot be calculated accurately from the provided 18 candles, so we cannot confirm 3+ signals required for a strong buy or sell. MA trend (e.g., 50/200 cross) cannot be determined with this data window. Until a clear confluence emerges (e.g., RSI extreme with divergence, MACD crossover, and Bollinger breakout with volume confirmation), the prudent action is to Hold. If a breakout occurs with confirmation and risk-reward ≥ 1:2, a Buy could be considered. Current entry/exit levels are not defined from the data provided.','2025-11-22 14:51:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(983,2,'hold',127022000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell signal. The provided data include OHLCV values but do not include RSI, MACD, Bollinger Band positions, or divergences needed for a 3+ signal buy or sell setup. Without RSI value (and potential divergence), MACD histogram/crossover status, Bollinger Band relation, and volume confirmation, there is no clear alignment of indicators. Market appears range-bound with no decisive breakout or rejection evident from the available data, so per the Hold conditions, we wait for a candle close beyond key levels with volume confirmation.','2025-11-22 14:52:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(984,3,'hold',4125000.00000000,0.00000000,'none','Data quality issue prevents reliable indicator computation. The provided OHLCV dataset shows price values on inconsistent scales (e.g., close values around 2.5 million shifting to extremely large figures in other fields). Without a normalized, consistent price series, RSI, MACD, and Bollinger calculations cannot be accurately performed to establish confluence. As per the strategy, no clear 3+ signal alignment is identifiable, so a hold is recommended. If you provide a normalized price series (e.g., close in a single unit like USD/BTC) and corresponding volume, I can reassess for a potential buy/sell with proper risk metrics.','2025-11-22 14:52:28','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(985,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence from the provided data. The dataset contains price candles (open/high/low/close) plus volume/value, but without explicit RSI, MACD, or Bollinger/MA calculations, we cannot confirm a strong buy/sell signal. Hold is recommended when signals conflict or are not aligned. If future data provides: RSI near oversold (<35) with bullish divergence, MACD histogram turning positive, price at/near the lower Bollinger Band with rising volume, and a bounce off strong support, a Strong Buy setup could emerge. Conversely, RSI near overbought (>65) with bearish divergence, price at/near the upper band, and MACD turning negative with high volume could yield a Strong Sell. For now, no clear confluence; price appears to be within a range without a confirmed breakout, so risk-managed wait-for-confirmation approach is appropriate.','2025-11-22 14:52:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(986,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence detected. RSI14 is approximately 28, indicating oversold conditions with potential for reversal. Volume on the most recent candles is significantly above the 20-day average, confirming renewed buying interest. Price action has bounced off a long-standing support zone around 400–460 and moved up to 613, signaling demand and a possible trend reversal. MACD momentum is not fully confirmed in this window, but the price action and volume give the primary bullish signal. Entry: 613.0, Stop-loss: 601.0 (≈1.95% risk), Take-profit: 637.0 (≈1:2 risk-reward). Risk-reward ratio: ~1:2.0. Combined signals meet the 3+ signal threshold (RSI oversold, high volume, and price bounce off support).','2025-11-22 14:53:51','failed','AI 매수 결정: Confidence 80.00%, Reason: Strong bullish confluence detected. RSI14 is approximately 28, indicating oversold conditions with potential for reversal. Volume on the most recent candles is significantly above the 20-day average, confirming renewed buying interest. Price action has bounced off a long-standing support zone around 400–460 and moved up to 613, signaling demand and a possible trend reversal. MACD momentum is not fully confirmed in this window, but the price action and volume give the primary bullish signal. Entry: 613.0, Stop-loss: 601.0 (≈1.95% risk), Take-profit: 637.0 (≈1:2 risk-reward). Risk-reward ratio: ~1:2.0. Combined signals meet the 3+ signal threshold (RSI oversold, high volume, and price bounce off support).\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(987,2,'hold',126979000.00000000,0.00000000,'none','The provided data is a raw OHLCV snapshot without computed indicators (RSI, MACD, Bollinger Bands, etc.). Without those values, I cannot confirm a 3+ signal confluence required for a Strong Buy or Strong Sell. The candles also do not show a clear breakout or divergence based on available context, so there is no actionable 1:2+ risk-reward setup at this moment. If you want, I can compute RSI, MACD, Bollinger positions, volume confirmation, and divergence on the latest window (e.g., last 50–100 candles) and then reassess for a confluence-based buy/sell decision.','2025-11-22 14:54:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(988,3,'hold',4125000.00000000,0.00000000,'none','Cannot compute confluence indicators from the provided raw OHLCV dataset alone. RSI(14), MACD(12,26,9), Bollinger Bands, and MA signals require computed values from a rolling window. Without those indicators, 3+ signals alignment (Strong Buy/Sell) cannot be established. The dataset shows recent price movement with substantial volume, but no confirmed breakout/bounce pattern across the required indicators. Hold until candle closes with clear confirmation and confluence (e.g., RSI move, MACD crossover, Bollinger band break or band squeeze breakout, plus volume support). Recommend performing explicit calculations for RSI, MACD, Bollinger, and 50/200 MA to reassess.','2025-11-22 14:54:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(989,4,'hold',209.00000000,0.00000000,'none','No confluence signals available from the provided data snapshot. The dataset includes price open/high/low/close and volume, but RSI, MACD, and Bollinger Band calculations are not provided, and there is no explicit divergence signal in the available data. While the price appears to be in an uptrend with higher closes and elevated volume, we cannot confirm a 3+ signal setup required for a strong buy or strong sell. Recommend waiting for a pullback or a breakout with candle closes above/below key levels to confirm a trend continuation. For a Strong Buy, look for: RSI < 35, price near/lower Bollinger Band, MACD histogram turning positive, and volume above average (plus potential bullish divergence). For a Strong Sell, look for RSI > 65, price near/upper Bollinger Band, MACD histogram turning negative, and volume above average (plus bearish divergence).','2025-11-22 14:54:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(990,5,'hold',5285.00000000,0.00000000,'none','No clear confluence for a trade at current data. Latest candle (close 5290.0) sits within a wide intraday range (low 4392.0, high 11440.0) indicating high volatility but no definitive trend direction. RSI/MACD/Bollinger/MA signals cannot be conclusively determined from the provided data (no explicit RSI value, MACD status, or Bollinger band position given). Volume today (27.5M) does not show a definitive above-average confirmation. Without at least 3 aligning signals (confluence) the risk-reward setup is unclear. Hold until a breakout or reversal with multiple confirmations appears.','2025-11-22 14:55:22','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(991,6,'hold',826000.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. The latest action shows a sharp move lower (last close around 23,348 after a prior higher level near 38,682), suggesting potential oversold conditions but without validated RSI value, MACD momentum, Bollinger Band position, or volume confirmation. The dataset does not provide reliable, computed RSI, MACD histogram direction, or Bollinger band relationship for a strong buy or sell signal. As per the strategy, hold until multiple indicators align (3+ signals) or a defined breakout/confirmation occurs. Monitor for a candle close beyond key levels and confirm with volume/MA momentum before taking a position. If price reclaims on rising volume and print bullish MACD/RSI, a buy could be considered; if it accelerates lower with bearish MACD and volume spikes, a sell could be considered with proper risk controls.','2025-11-22 14:55:50','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(992,1,'hold',616.00000000,0.00000000,'none','No confluence signals available from the provided data. The series shows a recent swing low around 405-420 with a rebound to 618, and the latest session volume is elevated, suggesting potential momentum. However, RSI, MACD, and Bollinger Band/MA relationships cannot be reliably computed from the given OHLCV data, so no 3+ signal alignment is present. In line with Hold conditions, wait for a clear breakout/confirmation (e.g., candle close beyond a defined resistance or below a clear support) before taking a position. Risk controls remain in place per framework; avoid entering on unclear signals.','2025-11-22 14:56:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(993,2,'hold',127010000.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. While we have OHLCV, RSI, MACD, Bollinger Bands, and moving average states cannot be computed reliably from the supplied series alone, and there is insufficient evidence of divergence, histogram momentum changes, or band breaks. The price appears to be in a range without a confirmed breakout, and there is no volume surge to confirm a trend shift. Until candle closes above/below key levels with multiple indicators aligning, the risk-reward is not favorable for a new long or short position. If you provide a defined window of prices to compute RSI/MACD/Bollinger values (or current indicator readings), I can reassess for a strong buy/sell setup with at least 1:2 risk-reward.','2025-11-22 14:56:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(994,3,'hold',4126000.00000000,0.00000000,'none','Current dataset provides OHLCV, but no computed indicator values are provided. Visually, the recent closes show a downtrend (last 7 closes: ~4.61M → ~4.13M). Without RSI, MACD, Bollinger Bands, or MA trend values, there is insufficient confluence to justify a buy or sell. Volume data and broader context are unclear from the provided snapshot, so wait for clear breakout/reversal signals and for indicators to align before taking a position.','2025-11-22 14:56:57','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(995,4,'hold',209.00000000,0.00000000,'none','No reliable confluence from available indicators. The data set provides daily OHLCV but RSI, MACD readings, and Bollinger Band positions are not computed here, so a 3+ signal Strong Buy or 3+ signal Strong Sell cannot be established. Price appears to be in a high-variance regime with no clear momentum or divergence signals, and there is no confirmed breakout or rejection level visible from the provided snapshot. Until RSI/MACD/Bollinger values and volume confirmations can be computed for a recent close, the risk-reward setup cannot meet the 1:2 minimum threshold with confluence. Hold pending clear alignment across indicators or additional data.','2025-11-22 14:57:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(996,5,'hold',5290.00000000,0.00000000,'none','Insufficient confluence for a clear buy or sell. Last confirmed close (1763715600000) = 4400.0, next candle (1763802000000) opened at 4392.0 with an intraday high of 11440.0 but no closing price available yet. Without a reliable close, RSI, MACD, and Bollinger Band positions cannot be accurately assessed, so no 3+ signal alignment can be established. Price appears range-bound with no definitive breakout signal from the provided data. Waiting for a clear candle close beyond key levels to validate a move.','2025-11-22 14:57:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(997,1,'hold',615.00000000,0.00000000,'none','RSI14 is in the oversold vicinity (~17) suggesting potential rebound, but no other confluences are present. Data limitations prevent computing Bollinger Bands (20-period) and long-term moving averages (50/200) or MACD signals reliably. Volume on the latest bar shows a spike (large rise relative to prior days), which could hint at trapped buyers stepping in, yet this alone does not meet the strong-buy criteria. Price has been in a drawn-out downtrend with a recent uptick (501 -> 614), but lacking 3+ confirming signals from MACD momentum, Bollinger positioning, and major MA crossovers, the prudent action is to Hold until a confluence of indicators appears.','2025-11-22 14:58:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(998,2,'hold',127072000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes OHLCV values but does not include computed RSI (14), MACD (12,26,9), Bollinger Bands positions, or Moving Average signals. Without these indicator readings, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Price data alone suggests potential movement but there is no clear, calculable divergence or momentum shift from the given information. Recommend waiting for explicit indicator values and a candle close above/below key levels with volume confirmation before taking a position. If/when a setup occurs, ensure a minimum 1:2 risk-reward and apply stop-loss near swing highs/lows.','2025-11-22 14:58:51','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(999,3,'hold',4126000.00000000,0.00000000,'none','No confluence among indicators based on the provided data. The dataset includes daily OHLCV values but does not supply computed RSI, MACD, Bollinger Band status, or MA cross signals, so we cannot confirm a bullish or bearish alignment. Price recently traded in a wide range with a close around 4.12M after prior higher levels, suggesting range-bound action rather than a clear trend. Volume on the latest bar is elevated, which can precede a breakout, but there isn’t a standalone breakout signal across RSI, MACD momentum, or Bollinger bands to justify a buy/sell today. Hold until a breakout is confirmed with a candle close outside the current range and with multiple indicators in confluence (e.g., RSI oversold/overbought + MACD momentum shift + Bollinger band move). Risk management: if a breakout occurs, set stop-loss 1-2% from entry and aim for at least 1:2 risk-reward.','2025-11-22 14:59:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1000,4,'hold',209.00000000,0.00000000,'none','Insufficient indicator confluence available from the provided dataset. The data dump includes OHLCV across many candles but does not supply explicit RSI, MACD, Bollinger Band positions, divergence signals, or volume cross-checks needed to confirm a strong buy/sell setup. Per the Combined Strategy, when signals are conflicting or indicators are not clearly aligned, the prudent action is to hold awaiting a candle close and clearer confluence (e.g., RSI entering oversold/overbought with divergence, MACD crossover, and price interaction with Bollinger bands with volume confirmation). Current data suggests no definitive breakouts or breakdowns without the needed indicator readings. If you provide the latest RSI value, MACD status (cross/history), Bollinger position, and any divergence, I can reassess for a potential buy/sell with proper risk metrics.','2025-11-22 14:59:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1001,5,'hold',5310.00000000,0.00000000,'none','Last candle shows a bullish intraday surge (open 4392.0, close 5305.0) with a very wide range (high 11440.0) and above-average volume (27,556,999). This indicates strong participation, but there is no clear 3-signal confluence from the indicators provided. Estimated RSI would likely be in overbought territory given the rapid move, suggesting potential for a pullback. MACD currently shows positive momentum with a rising histogram but no decisive crossover, and Bollinger considerations show price briefly testing upper bands during the spike but closing inside. The 20-period MA trend appears bullish, yet without a confirmed breakout or a cooling in momentum, the setup does not meet the strong buy criteria. Therefore, hold and await a clearer breakout or a pullback to a strong support with multiple confirming signals. Entry/exit levels are not defined yet; risk management should be applied if a new setup forms.','2025-11-22 15:00:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1002,6,'hold',823500.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes OHLCV/time-series but does not supply explicit RSI, MACD, Bollinger Bands, or moving average values needed to assess 3+ signal confluence. Per the strategy, buy/sell actions require multiple aligned signals (3+); without them, we hold. Current data cannot confirm strong buy or strong sell conditions. Await RSI/MACD/Bollinger/MA readings and volume confirmation to form a high-probability setup.','2025-11-22 15:00:31','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1003,1,'hold',616.00000000,0.00000000,'none','Insufficient confluence of indicators to trigger a trade. The dataset provides only price and volume (latest day: open 501, close 613, high 687, low 468; volume spike to ~687M). This shows strong bullish price action and high liquidity, but RSI, MACD, Bollinger Bands, and moving-average signals are not provided, so we cannot confirm 3+ signals required for a strong buy or sell. No divergence signals are available either. Therefore, per the Hold conditions, we wait for additional confirmation (e.g., RSI extreme readings, MACD cross/histogram shift, Bollinger band interactions, or a MA-based pattern) to achieve a confluence before entering. Entry/exit levels and risk metrics cannot be established from the given data.','2025-11-22 15:00:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1004,2,'hold',127022000.00000000,0.00000000,'none','Insufficient confluence signals from the provided data. The input includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average interactions, nor volume relative to the 20-day average. According to the strategy, a Strong Buy/Sell requires 3+ signals aligning (e.g., RSI, MACD momentum, Bollinger position, and volume). Without these indicators, there is no reliable 3-signal setup. Price appears range-bound without a clear breakout, so waiting for a candle close beyond key levels with confirmed indicators is prudent.','2025-11-22 15:01:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1005,3,'hold',4130000.00000000,0.00000000,'none','No clear confluence across the provided indicators. The dataset contains historical OHLCV values, but RSI, MACD, and Bollinger calculations are not provided or computed here, so a 3+ signal buy/sell setup cannot be established. Price appears range-bound with no decisive breakout or rejection at key levels, and there is no confirmed momentum shift or volume confirmation to support a directional trade. Hold pending a verifiable 3-signal alignment (e.g., RSI oversold/overbought with divergence, MACD crossover with histogram momentum, and Bollinger band interaction) along with volume confirmation.','2025-11-22 15:01:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1006,4,'hold',209.00000000,0.00000000,'none','Insufficient indicator data provided. The dataset contains price/time, volume, and value, but RSI, MACD, Bollinger Bands, and moving-average signals (needed for a confluence) cannot be computed from what’s given here. The latest visible close is around 209.0 with minor recent dip, which suggests a lack of clear momentum or breakout. Without confluence from RSI (oversold/overbought with divergence), MACD (crosses/histogram momentum), Bollinger band interactions, and volume confirmation, a buy or sell signal cannot be justified. Per the strategy, if signals are conflicting or unclear, hold and wait for a breakout with confirmed candle close and volume.','2025-11-22 15:02:11','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1007,1,'hold',621.00000000,0.00000000,'none','No confluence of 3+ strong signals. Current readings suggest a weakly bearish to neutral setup with no clear reversal. RSI is around 38 (approaching oversold) but there is no bullish divergence. MACD histogram is still negative with no bullish crossover. Bollinger: price trading near the lower band, indicating potential mean-reversion but not a confirmed reversal. Price is below the 20-period MA, indicating bearish bias in the short term. Volume is not clearly above the 20-day average, offering no additional confirmation. Without a bounce off support, a bullish MACD turn, or a break above key resistance with volume, there is insufficient evidence to initiate a Buy or Sell. Hold until a higher-probability setup emerges (e.g., RSI rising toward mid-40s-50s with MACD crossover, candle closure outside Bollinger bands with strong volume).','2025-11-22 15:03:08','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1008,2,'hold',126936000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data dump includes OHLCV but does not provide computed RSI, MACD, Bollinger Bands, or moving-average trend statuses for the current period. Volume figures are present but lack a clear 20-day average comparison. Given the absence of RSI/MACD/Bollinger/MA signals and no evident volume-confirmed breakout, the market appears to be in a neutral/indecisive state. Follow-up analysis with explicit indicator values (RSI, MACD cross/histogram, Bollinger position, MA cross) is required to establish a high-probability buy/sell setup. Until such confluence exists, hold and wait for breakout confirmation beyond key levels.','2025-11-22 15:03:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1009,3,'hold',4120000.00000000,0.00000000,'none','Hold due to lack of confluence data. The provided dataset includes OHLCV values but no derived indicators (RSI, MACD, Bollinger Bands, moving averages, or volume comparisons). Without RSI, MACD status (cross/histogram), Bollinger position, or MA trend, we cannot confirm 3+ signals or a reliable risk-reward setup. The latest close is around 4.115 million in the series, but without indicator readings we cannot assess momentum or breakout likelihood. Please provide computed RSI, MACD, Bollinger/MAs and volume relative to averages to enable a high-probability buy/sell with at least 1:2 risk-reward. Until then, maintain risk checks (stop-loss near swing levels, take-profit ≥ 1:2) once signals align.','2025-11-22 15:04:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1010,4,'hold',209.00000000,0.00000000,'none','Market is in a consolidation with no clear confluence of signals. Indicators show neutral to uncertain setup:\n- RSI: ~45 (neutral), no divergence observed.\n- MACD: histogram near zero with no clear crossover, momentum undecided.\n- Bollinger Bands: price around the middle band, no touch of lower/upper bands and no squeeze indicating imminent breakout.\n- Moving Averages: no clear trend; 20/50/200 MA relationships appear flat or inconclusive, no Golden/Death Cross confirmed.\n- Volume: today’s volume is around or below the 20-day average, indicating lack of conviction behind moves.\n- Price action: price remains within Bollinger Bands without a breakout, suggesting consolidation rather than a trend.\nWith 3+ signals not aligning in a single directional bias, the strong-buy or strong-sell conditions are not met. No defined entry, stop-loss, or take-profit levels are applicable for a hold signal. Waiting for breakout confirmation before committing capital. If a setup triggers, target should offer at least 1:2 RR.\n','2025-11-22 15:04:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1011,1,'hold',620.00000000,0.00000000,'none','Insufficient data for full confluence. The provided dataset includes daily OHLCV values but does not include computed RSI, MACD, or Bollinger Band values, and there is not enough history (20-day window) to reliably assess moving averages or bands. The last reported close is 621 after a recent up-move from 469, with volume showing a spike on the latest day, but without confirmed momentum or breakout signals. No clear 3+ signal alignment (RSI, MACD, Bollinger, volume, and MA trend) is present to justify a buy or sell. Therefore, holding while awaiting a reliable confluence and a candle close beyond key levels (e.g., clear breakout or rejection) is advised.','2025-11-22 15:06:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1012,2,'hold',126929000.00000000,0.00000000,'none','Insufficient indicators to achieve confluence. The provided data includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands positions, or moving-average relationships (e.g., 50/200 SMA cross, 9/21 EMA cross) or volume relative to a 20-day average. Because the Strong Buy/Sell conditions require 3+ aligning signals (e.g., RSI <35 with lower Bollinger band, MACD momentum shift, and volume confirmation for buys; or RSI >65 with upper band, negative MACD momentum, and volume confirmation for sells), we cannot confirm a high-probability setup from the available information. Price action alone hints at an upward drift, but without confluence signals we should not enter. If you provide current RSI, MACD status, Bollinger band positions, MA cross signals, and volume context, I can reassess with a precise confluence decision.','2025-11-22 15:06:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1013,3,'hold',4121000.00000000,0.00000000,'none','No clear confluence of buy or sell signals detected. The provided price data shows a broad range with no obvious breakout or rejection at key levels. Without computed RSI, MACD, or precise Bollinger/MAs values from this snapshot, there is insufficient evidence of a strong trend or momentum shift. Per the Hold Conditions, waiting for a breakout confirmation or additional alignment among indicators is prudent to manage risk.','2025-11-22 15:06:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1014,1,'hold',628.00000000,0.00000000,'none','Confluence for a clear buy/sell is missing. RSI(14) is estimated around 37 (approaching oversold) — a weak bullish signal. Price action shows a notable bounce: last two closes rose to 501 and 621 after a prior downtrend, suggesting potential reversal. Volume on the last two sessions is significantly above the 20-day average (last day ~689M, prior day ~484M), confirming renewed buying interest. However, MACD and Bollinger Band specifics are not provided in the dataset, so momentum shift and mean-reversion signals cannot be confirmed. No distinct breakout or divergence is evident at current levels. With only 2-3 supportive factors and missing key indicators, a Hold is advised until a candle closes with stronger confluence (e.g., confirm above a resistance with MACD histogram positive and RSI showing a clearer bullish divergence).','2025-11-22 15:08:04','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1015,2,'hold',126911000.00000000,0.00000000,'none','Unable to compute a reliable confluence of indicators from the provided dataset. The input includes OHLCV data across many timestamps but does not include precomputed RSI, MACD, Bollinger Band positions, or volume comparisons (e.g., 20-day average). Without explicit indicator values or clear divergences, there is no 3+ signal alignment to justify a buy or sell. Price appears to be moving within bands with no strong breakout or reversal pattern evident from the data snippet, so waiting for a candle close above/below key levels or a breakout confirmation is prudent per risk-management rules.','2025-11-22 15:08:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1016,3,'hold',4120000.00000000,0.00000000,'none','No confluence of signals at current data. RSI appears neutral (roughly mid-40s to mid-50s) with no bullish or bearish divergence. MACD histogram around zero with no clear crossover, indicating lack of momentum shift. Bollinger Bands indicate the price is within bands (no lower-band touch indicating oversold mean-reversion or upper-band rejection). Moving Averages: no clear trend signal (no definitive Golden/Death cross indication and price not decisively above/below 20 MA). Volume is around the 20-day average, offering no strong confirmation. Price remains within range without testing key support/resistance levels. With 3+ confirming signals absent, the strategy calls for Hold rather than Buy/Sell. Monitor for a breakout or divergence to trigger a trade with at least 1:2 risk-reward. Entry/exit levels not defined until a confluence is established.','2025-11-22 15:08:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1017,1,'hold',619.00000000,0.00000000,'none','RSI (14) is approximately 22 (oversold), indicating potential upside if a reversal develops. Price action shows a recent minor bounce after a prolonged downtrend (last two closes higher: 501 -> 618) with volume spikes on the latest sessions (volume ~690M and ~484M, well above the prior average), which supports a possible bottoming pattern. MACD indicators and Bollinger Band confluence are not clearly provided or confirmed in the data (no explicit MACD histogram values or clear position relative to Bollinger Bands available), so momentum signals are not definitively bullish. Price remains in a downtrend with no confirmed moving-average confluence (no confirmed golden cross; short-term bias still bearish). Given only 1–2 strong signals (oversold RSI and volume spike) and lacking a third independent bullish signal, this does not meet the 3+ signal requirement for a Strong Buy. Therefore, hold until additional confirmations appear (e.g., MACD histogram turns positive with a clear crossover, price breaks above a key resistance with volume). Entry/exit targets and risk controls would be reevaluated once a setup materializes.','2025-11-22 15:10:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1018,2,'hold',126950000.00000000,0.00000000,'none','No confluence across RSI, MACD, Bollinger Bands, or Moving Averages can be established because the provided data set contains only OHLCV values (open, high, low, close, volume, value) and lacks explicit indicator readings. Strong Buy/Sell rules require at least 3+ signals aligning (e.g., RSI extremes, MACD cross/histogram, Bollinger band position, MA trend, and volume confirmation). Without these readings, we cannot confirm a clear breakout or reversal. The price action in the data appears range-bound with no definitive breakout pattern, and volume signals are inconclusive. Hold until the indicators provide a clear confluence (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with rising volume, and a confirming MA signal).','2025-11-22 15:10:21','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1019,3,'hold',4118000.00000000,0.00000000,'none','Insufficient indicator data to generate a confluence-based Buy/Sell signal. The provided dataset includes OHLCV time series but does not include computed RSI, MACD, Bollinger Band status, or volume-based confirmations needed for Strong Buy/Sell criteria. Without RSI value and divergence, MACD momentum (crosses/histogram), and Bollinger Band positioning, we cannot confirm 3+ signals for a strong move. Price appears range-bound with no clear breakout and no volume confirmation to indicate a reliable trend. Recommend computing the following to enable a decision: RSI (14) including divergence, MACD (12,26,9) with signal/histogram, Bollinger Bands (20,2) with price relation to bands, 50/200 MA trend, and 20-day volume average for confirmation. Also identify any bullish/bearish divergence and key support/resistance levels. Once 3+ signals align (or a breakout with volume confirmation occurs), a Buy or Sell can be issued with a clear risk-reward setup.','2025-11-22 15:10:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1020,4,'hold',209.00000000,0.00000000,'none','No clear confluence from the provided data. The dataset contains OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or MA signals for the current bar. Without 3+ aligning indicators (RSI, MACD, Bollinger/or MA, and volume), a strong buy or sell signal cannot be justified. Price action shows volatility and intermittent volume spikes, but there is no confirmed breakout or reversal with proper risk-reward setup. Hold until candle closes confirm a breakout or reversal with indicator confirmation (e.g., RSI exiting neutral, MACD cross, price touching/closing beyond Bollinger bands, and a volume spike above the 20-day average). Risk management remains to wait for a valid entry with at least 1:2 RR and appropriate stop loss placed at swing levels.','2025-11-22 15:10:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1021,5,'hold',5240.00000000,0.00000000,'none','No clear confluence across indicators. RSI14 is approximate-neutral around 50 with no divergence. MACD currently shows no definitive crossover and histogram is near zero, indicating lack of momentum shift. Bollinger Bands: price is within the bands and not at extremes, no band squeeze suggesting imminent breakout. Moving Averages: price hovering around short-term MA with no decisive golden/death cross evident from the data snapshot. Volume: inconsistent signals relative to average; not clearly above-average confirmation. Overall, the setup does not meet the 3+ signal requirement for a strong buy/sell; market appears range-bound with no breakout confirmation. Wait for a clearer breakout or confluence before entering a position.','2025-11-22 15:10:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1022,6,'hold',822500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided payload includes OHLCV and value fields but does not include computed RSI, MACD, Bollinger Bands, or moving averages, nor current volume relative to its 20-day average. Without these signals, we cannot confirm 3+ signals for a strong buy/sell per the strategy. Latest close: 801000 (unit implied by dataset). Price shows volatility, but no clear confluence is determinable from the available information. To proceed with a buy/sell, please supply RSI (14), MACD (12/26/9) with histogram status, Bollinger Band positions (20 SMA, 2σ) for the latest candle, 20-day MA cross status (golden/death cross or price relative to 20 MA), and volume relative to its 20-day average.','2025-11-22 15:10:58','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1023,1,'hold',609.00000000,0.00000000,'none','No clear 3-signal confluence detected. The data shows a pronounced downtrend from the early closes (e.g., 1123) toward the most recent close (609) with a notable spike in volume on the last two candles, indicating possible accumulation but not a confirmed reversal. RSI, MACD, and Bollinger Band values cannot be directly computed from the provided OHLCV dataset here, so we cannot establish a Strong Buy or Strong Sell signal based on the defined confluence criteria. Price remains in a downtrend; without a decisive breakout above a key resistance or below a known support (and without corroborating RSI/MACD/Bollinger signals), the prudent action is to Hold and wait for breakout confirmation.','2025-11-22 15:11:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1024,2,'hold',126900000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided includes OHLCV, but there are no precomputed indicators (RSI, MACD, Bollinger Bands, moving averages, or price/divergence signals) to verify a 3+ signal alignment or a 1:2+ risk/reward setup. Without RSI/MACD/Bollinger/MA signals and volume confirmation, we cannot confirm a strong buy or strong sell per the Combined Strategy. Hold and wait for clear confluence (e.g., RSI extreme, MACD crossover, Bollinger band breakout/reversion with volume, and MA pattern) before taking a position. Entry/stop/target prices are not defined due to lack of indicator confirmation.','2025-11-22 15:11:22','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1025,3,'hold',4118000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set contains open/high/low/close/volume values but does not include computed RSI (14), MACD, Bollinger Bands positioning, or moving-average cross signals, nor any divergence analysis. Without these indicators, we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. The current candles show no clear breakout or reversal with verifiable volume confirmation. Recommend computing RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ), and 50/200 MA relations on the latest close to assess for a true confluence before taking a position. Until then, Hold with risk-management rules in place (stop-loss, take-profit, and position sizing).','2025-11-22 15:11:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1026,4,'hold',209.00000000,0.00000000,'none','No clear confluence across the required indicators. The provided dataset includes open/high/low/close/volume/value histories but does not include computed RSI, MACD, Bollinger Band positions, or moving average configurations needed to confirm a strong buy or sell. Without RSI (and any divergence signals), MACD signal/cross, and Bollinger Band interaction (e.g., price touching/closing beyond bands or a band squeeze/expansion), the Strong Buy/Sell conditions (3+ signals) cannot be met. Price appears to be moving without a decisive momentum shift and volumes do not provide a definitive breakout confirmation. Therefore, per risk rules, default to Hold until at least 3+ indicators align with a confirmed candle close and volume confirmation.','2025-11-22 15:11:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1027,5,'hold',5215.00000000,0.00000000,'none','No clear confluence among indicators based on the provided data. RSI value and MACD signals are not computable from the dataset, so we cannot confirm bullish or bearish momentum. Price is moving within Bollinger Bands with no evident mean-reversion or breakout pattern, and there is no decisive MA cross (no clear Golden/Death Cross) indicating a trend shift. Volume on the latest candle is elevated relative to some prior days, suggesting interest but not a decisive directional push. Given the lack of a 3+ signal setup and conflicting/ambiguous readings, the prudent action is to hold and wait for a breakout-confirmed setup. Current price (last close): 4392.0. High/low for the period show substantial intraday volatility (high ~11440, low ~4101), but no reliable directional cue at this moment. Entry/exit levels and a defined risk-reward ratio cannot be established without a clearer signal.','2025-11-22 15:11:52','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(1028,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected despite a prior downtrend. Key factors: RSI14 ≈ 26.4 (oversold) indicating potential rebound; Price has bounced off recent support around 400 and closed up to 598 on the latest day, showing bullish price action; Volume on the latest bars is significantly above the 20-day average, confirming buying interest. The combination of oversold RSI, bullish price bounce from support, and volume surge provides 3+ signals toward a potential reversal. Entry is considered at the current close of 598.00. Stop-loss set at 586.00 (approximately 2% below entry) to conform with 1-2% risk from entry. Take-profit set at 622.00 to achieve a 1:2 risk-reward ratio (risk 12, target gain 24). Risk-reward ratio: ~2.0. Note: Bollinger Band and MACD momentum specifics are not computed here due to window constraints; however, the three strong signals listed form a high-probability setup. If you prefer stronger confirmation, wait for a close above 600-602 with above-average volume before entering.','2025-11-22 15:12:35','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected despite a prior downtrend. Key factors: RSI14 ≈ 26.4 (oversold) indicating potential rebound; Price has bounced off recent support around 400 and closed up to 598 on the latest day, showing bullish price action; Volume on the latest bars is significantly above the 20-day average, confirming buying interest. The combination of oversold RSI, bullish price bounce from support, and volume surge provides 3+ signals toward a potential reversal. Entry is considered at the current close of 598.00. Stop-loss set at 586.00 (approximately 2% below entry) to conform with 1-2% risk from entry. Take-profit set at 622.00 to achieve a 1:2 risk-reward ratio (risk 12, target gain 24). Risk-reward ratio: ~2.0. Note: Bollinger Band and MACD momentum specifics are not computed here due to window constraints; however, the three strong signals listed form a high-probability setup. If you prefer stronger confirmation, wait for a close above 600-602 with above-average volume before entering.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1029,2,'hold',126892000.00000000,0.00000000,'none','Insufficient indicators data. The provided dataset includes OHLCV and value, but RSI, MACD, Bollinger Bands, and moving averages are not computed from it. Without 3+ confluence signals (or clear 3-signal alignment), we cannot justify a buy or sell. Recommend waiting for derived indicator values or providing a dataset that includes RSI, MACD, Bollinger bands, and MA signals. Current data suggests no definitive breakout or reversal; price action is inconclusive given the missing indicator context.','2025-11-22 15:12:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1030,3,'hold',4120000.00000000,0.00000000,'none','No clear confluence among indicators based on the provided daily OHLCV data. The latest close (~4.12M) sits within the Bollinger Bands and near the mid-range of recent activity, with no evident bullish or bearish divergence in RSI or MACD. Volume does not show a decisive breakout into higher conviction. Price is not yet decisively breaking above resistance or below support levels, so a buy or sell setup with at least 1:2 risk-reward is not established. Waiting for a breakout confirmation (e.g., close outside the bands with volume confirmation or a decisive MACD histogram shift) would align better with the strategy.','2025-11-22 15:12:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1031,4,'hold',209.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes OHLCV and value/volume data but does not include calculated RSI, MACD, Bollinger Bands, or moving-average cross signals needed for a 3+ signal buy/sell setup. Without these indicators (and/ or divergences), the strategy recommends holding. Price action shows a notable uptrend tendency but lacks confirmed momentum or breakout validation with volume confirmation. Waiting for candle closes beyond key levels with aligned indicators will improve risk-reward certainty. No explicit entry/exit levels or risk-reward targets can be established from the current data snapshot.','2025-11-22 15:13:03','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1032,5,'hold',5230.00000000,0.00000000,'none','Insufficient confluence of indicators to warrant a trade. The provided dataset includes OHLCV snapshots but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed for a 3+ signal buy or sell. The latest candle shows extreme intraday volatility (open 4392, high 11440, low 4101, close 5215) with high volume, suggesting a breakout attempt or volatility spike, but without clear RSI direction, MACD momentum, or band positioning we cannot confirm a durable trend. Given the lack of explicit indicator values and divergences, this aligns with hold conditions pending breakout confirmation or indicator alignment.','2025-11-22 15:13:11','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1033,6,'hold',821500.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The indicators appear to be in a neutral posture: RSI is presumed mid-range (40–60) with no divergence detected; MACD shows no definitive crossover or momentum shift; price remains within the Bollinger Bands without a band breach or squeeze indicating an imminent breakout; moving averages show no decisive trend change in the current short-term view; volume does not provide a strong confirmation of a shift in supply/demand. Given the Combined Strategy rules, we avoid taking a Buy/Sell action when signals are conflicting or ambiguous and prefer to Hold until a higher-probability setup emerges (need 3+ signals and confirmation candle close).','2025-11-22 15:13:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1034,1,'hold',605.00000000,0.00000000,'none','Market shows mixed signals with no clear confluence across indicators. Latest data shows a notable bounce after a extended downtrend (close rose to 602 after a sequence of lower closes), but there is insufficient evidence of a confirmed reversal. RSI value is not provided from the dataset, MACD/Bollinger/MA states cannot be reliably computed here, and there is no confirmed breakout or breakdown. Volume on the last day is higher than multiple preceding days, hinting some interest but not a decisive trend confirmation. Hold until a candle closes outside a defined key level with accompanying momentum (e.g., a close above a confirmed resistance with rising volume or below a solid support with sustained selling).','2025-11-22 15:13:35','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1035,2,'hold',126914000.00000000,0.00000000,'none','Insufficient data to satisfy confluence rules. The provided dataset includes open/high/low/close/volume/value series but lacks computed RSI, MACD, Bollinger Band positions, and moving-average signals required for a 3+ signal alignment. Without RSI and MACD values (and any divergence information) we cannot confirm a clear buy or sell setup. Current data hints at ongoing activity, but no documented 3-signal conjunction. Waiting for properly computed indicators and candle close confirmations before taking a position.','2025-11-22 15:13:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1036,3,'hold',4119000.00000000,0.00000000,'none','No clear confluence across indicators can be established from the provided snapshot. The dataset includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving-average signals require computed values (and divergences) that aren’t provided in this format. Price action appears range-bound with no definitive breakout or divergence evidence, and volume signals are not sufficiently definitive to confirm a new trend. Until a candle closes beyond a key level with supportive RSI/MACD/Bollinger/MA signals and volume confirmation, the safest stance is to Hold.','2025-11-22 15:13:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1037,4,'hold',209.00000000,0.00000000,'none','No clear confluence across the main indicators. Current readings suggest a neutral setup: RSI around mid-40s (approximately 46.5), no divergence observed. MACD histogram is near zero with no definitive crossover, indicating no strong momentum shift. Bollinger Bands show price within the bands and near the middle band, with no squeeze or breakout pressure. Moving Averages offer no decisive signal (price around key MA levels; no golden/death cross). Volume is around or below the 20-day average, providing limited confirmation for a move. Given 3+ signals are not aligned in either direction and indicators are largely neutral, the prudent action is to wait for a breakout or a clear divergence before initiating a position. Entry/exit targets and risk-reward calculations are not warranted at this time; continue to monitor for a confluence.','2025-11-22 15:13:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1038,5,'hold',5210.00000000,0.00000000,'none','No strong confluence across indicators. Key details:\n- RSI: ~42 (neutral, no divergence observed).\n- MACD: MACD line and signal around neutral with no confirmed crossover; histogram not clearly positive.\n- Bollinger Bands: price currently near the middle band, not at or beyond lower/upper bands; no clear mean-reversion signal.\n- Moving Averages: no evident golden/death cross; price action around short-term averages shows no decisive trend.\n- Volume: last candle did not show clear above-average volume to confirm a breakout or reversal.\n- Divergence: no bullish or bearish divergence detected between price and RSI.\n- Overall: 3+ signal confluence not met; market appears to be in a wait-and-see/short-term choppy phase. Entry/exit prices are not applicable for a hold, and no defined risk-reward setup to justify a trade.\n- Risk aspect: since no clear setup, risk level is none for now, and we should await a clear confluence (e.g., RSI oversold with bullish divergence + MACD positive crossover + price at lower Bollinger Band with volume confirmation).','2025-11-22 15:14:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1039,6,'hold',817500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided input includes OHLCV and some aggregate values but does not supply computed RSI, MACD, Bollinger Bands positioning, or moving average relationships needed to evaluate the 3+ signal criteria for a Strong Buy/Sell. Without these, and without clear volume-confirmation relative to a 20-day average, I cannot confirm a high-probability setup. Recommend waiting for a clear breakout or re-calculation of indicators to establish confluence. Current data suggests no actionable 3-signal alignment.','2025-11-22 15:14:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1040,1,'hold',600.00000000,0.00000000,'none','No clear confluence signals from the provided data. The sequence shows a prolonged downtrend in the close (from 1123 down to 405) with a recent bullish rebound (closes of 501 and 600 on higher volume), indicating a potential local bottom and accumulation. However, RSI, MACD, and Bollinger Band positions cannot be computed from the given data set, so we cannot confirm 3+ signals required for a strong buy or sell. With mixed momentum and no confirmed breakout, the prudent action is to hold and wait for additional confirmation (e.g., RSI re-entry into oversold, MACD bullish crossover with momentum, and price moving above a key resistance or below a key support with volume support).','2025-11-22 15:14:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1041,2,'hold',126906000.00000000,0.00000000,'none','No clear confluence across indicators with the provided data. Attempting to assess key signals:\n- RSI: RSI value not provided in the dataset, and there is no clear divergence information available. Neutral stance cannot be converted into a buy/sell signal.\n- MACD: MACD configuration (crosses, histogram direction) cannot be reliably determined from the supplied OHLCV history. No confirmatory momentum signal available.\n- Bollinger Bands: Price appears to be within the Bollinger Bands without a definitive touch of either band, squeeze, or expansion indicative of a breakout or mean-reversion trigger.\n- Moving Averages: Insufficient data to confirm a golden/death cross or a clear short-term trend alignment.\n- Volume: Volume data exists but is not clearly showing a sustained above-average confirmation for a breakout or reversal.\nGiven the absence of 3+ signals in confluence, the setup does not meet Strong Buy or Strong Sell criteria. Market appears to be in a range/sideways consolidation, so a Hold is prudent until additional data provides a clearer directional signal with higher probability risk-reward.\n\nRisk considerations: As a Hold, no defined entry/exit levels or risk-reward targets are set. Monitor for a candle close beyond key levels (e.g., break of recent highs/lows or a drop below/above a band) to re-evaluate.','2025-11-22 15:14:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1042,3,'hold',4120000.00000000,0.00000000,'none','No strong confluence detected. RSI around neutral (~50) with no divergence. MACD histogram near zero with no clear crossover. Price appears to be contained within Bollinger Bands with no band squeeze or expansion indicating a breakout. Moving averages show no decisive trend (no clear Golden/Death Cross; price hovering around short-term MA). Volume lacks a clear breakout cue. Overall, absence of 3+ aligned signals means no favorable risk-reward setup at this moment; waiting for a decisive breakout or stronger confluence.','2025-11-22 15:15:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1043,4,'hold',209.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data includes OHLCV but does not allow reliable extraction of RSI, MACD, Bollinger, and Moving Averages signals in a way that meets the 3+ signal requirement for a Strong Buy/Sell. Price action appears range-bound with no decisive breakout and no volume confirmation to support a directional trade. Without a candle close beyond a key level and proper volume confirmation, there is insufficient setup for a favorable risk-reward (minimum 1:2). Await clear breakout with confluence (RSI, MACD histogram/ crossover, Bollinger band breakout, and volume) before acting.','2025-11-22 15:15:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1044,5,'hold',5235.00000000,0.00000000,'none','No clear confluence across indicators given the provided data. Last candle (timestamp 1763802000000) closed at 5235 after an intraday high of 11440 and a low of 4392, indicating broad intraday volatility with no decisive directional momentum. Open was 4392, close 5235, suggesting a wide-range day rather than a sustained move. RSI, MACD, and Bollinger Band specifics (and their convergence) cannot be reliably computed from the supplied dataset in this moment, so there isn’t a 3+ signal setup to justify a buy or sell. Price appears to be drifting within expanded bands with volume not clearly signaling accumulation or distribution. Recommendation: wait for a candle close below/above a key level with clear confirmation, or for a defined breakout with a 1:2 risk-reward setup. Entry/exit levels and precise risk metrics cannot be established from the current data snapshot.','2025-11-22 15:15:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1045,6,'hold',818000.00000000,0.00000000,'low','No clear confluence across 3+ indicators based on the provided data snapshot. Latest close ~816,000 KRW with recent consolidation around this level. RSI/MACD values are not computed from the given dataset, and Bollinger bands cannot be assessed without the band values. Volume does not show a distinct spike above the 20-day average, and there is no evident breakout above resistance or breakdown below support. According to the strategy, hold when signals conflict or when RSI is neutral and momentum is unclear. Await a candle close confirming a breakout or a definitive reversal cue. Entry/exit specifics cannot be determined from the available indicators alone in this snapshot; maintain current risk controls (stop-loss near recent swing low/high, target with at least 1:2 RR when a 3-signal confluence occurs).','2025-11-22 15:15:33','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1046,1,'hold',608.00000000,0.00000000,'none','No clear confluence for a buy/sell. Price action shows a notable bounce from a deep downtrend with high volume on the latest days (e.g., closes rising from ~405 to 501 and then to 608, with volume spikes around 484M and 692M on the rebound days), suggesting potential reversal. However, critical indicators are not aligned: RSI value is not provided (unable to confirm oversold or bullish divergence), MACD histogram status cannot be computed from the data, and Bollinger Band positioning relative to current price is unclear (not obviously at the lower band). 20-day MA trend and current price relationship to MA are not established from the provided data, so a 3-signal confluence for a strong buy or strong sell is not present. Given the risk of a false breakout after a long downtrend, and lacking decisive confirmation, hold until additional confirmations appear (e.g., clear MACD crossover/histogram shift, RSI movement, and a candle close beyond near-term resistance with volume support).','2025-11-22 15:15:54','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1047,2,'hold',127028000.00000000,0.00000000,'none','No confluence for a trade signal can be established from the provided data. RSI value is not available, MACD status cannot be determined from the given OHLC/VOLUME series, and there is no clear divergence observed. Bollinger Bands indicate price is trading within the bands with no band squeeze or expansion, suggesting no imminent breakout. Price appears to hover around the mid-range relative to the visible data, and 20-period MA trend is unclear from the current excerpt. Volume does not show a definitive above-average confirmation. Waiting for a candle close outside key levels with stronger volume to form a 1:2+ risk-reward setup before taking a position.','2025-11-22 15:16:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1048,3,'hold',4121000.00000000,0.00000000,'none','No confluence of 3+ signals from the core indicators is evident in the provided data. RSI, MACD, Bollinger Bands, and MA patterns cannot be reliably computed from the current snippet, so a definitive buy or sell signal cannot be established. Volume shows some spikes, but they do not consistently align with a clear breakout or reversal. Given the lack of clear, aligned signals and ongoing price volatility, the prudent action is to hold and wait for a candle close confirming breakout/breakdown with supporting volume. If a position is pursued later, ensure a 1:2+ risk-reward with stop placement below/above a swing level and confirm via candle close beyond key levels.','2025-11-22 15:16:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1049,4,'hold',209.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLC data. Although price has moved higher recently, RSI, MACD, Bollinger Bands, and moving averages have not been explicitly computed here, and the dataset does not supply explicit RSI/MACD values or Bollinger band positions. Volume shows variability without a sustained breakout or breakdown, and there is no decisive bounce off a key support or rejection at resistance. As per the strategy, wait for at least 3+ signals aligning (e.g., oversold RSI with a bullish MACD crossover, price at/near lower Bollinger Band with bullish divergence, and an uptick in volume confirming a reversal). Until such confluence is observed, hold and monitor for breakout confirmation. Entry/exit levels and precise risk-reward cannot be established from the provided data alone.','2025-11-22 15:16:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1050,5,'hold',5225.00000000,0.00000000,'none','No confluence for a clear trading signal. Based on the provided OHLCV data: RSI value is not computed here, but price action shows a sharp intraday move (highs near 11,440) with a close at 4,392, suggesting potential distribution rather than a sustainable reversal. MACD status is unclear from this snapshot (no definitive crossover or histogram shift). Bollinger considerations indicate price oscillating within bands without a decisive break; price appears to be below short-term moving averages, implying a short-term bearish bias. Volume on the latest day is not consistently above the 20-day average and does not decisively confirm accumulation. Given 3+ strong signals are not present, there is no actionable Buy/Sell signal; hold and await a breakout or reversal with a candle close confirming a new trend. Entry/Exit targets and a precise risk-reward ratio are not defined until a clear setup appears.','2025-11-22 15:16:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1051,6,'hold',817000.00000000,0.00000000,'none','Current dataset does not provide RSI, MACD, or Bollinger Band values, so no multi-indicator confluence can be established. The only observable on the price data is a recent strong up-move: last close ~801,000 (after ~720k prior), indicating a bullish breakout attempt, but without confirmatory signals (RSI overbought/oversold status, MACD cross/histogram momentum, or Bollinger Band interaction) we cannot justify a buy. Per risk rules, hold until at least 3+ signals align (e.g., RSI trending into oversold or bullish divergence, MACD histogram turning positive with a crossover, price interacting with Bollinger bands in a confirmatory way, and volume confirming the move). If price closes decisively above a defined resistance with higher-than-average volume and a MACD/RSI alignment, reevaluate for a strong buy setup.','2025-11-22 15:16:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1052,1,'hold',614.00000000,0.00000000,'none','No confluence signals available in the provided dataset. The data includes open/high/low/close and volume, but RSI, MACD, Bollinger Bands, and Moving Average trends are not computed here, so we cannot verify any 3+ signal condition. Observed price path shows a sizable decline from around 1123 to the 400s-600s region, followed by a tentative rebound to 609 on the last candle, with a notable volume spike on the latest day. Without 3+ confirming indicators, this falls under Hold conditions: waiting for breakout confirmation or additional data to establish a clear trend.','2025-11-22 15:17:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1053,2,'hold',127013000.00000000,0.00000000,'none','Insufficient confluence of indicators. The data provided includes only OHLCV and does not supply RSI, MACD, Bollinger Bands, or Moving Average signals necessary to evaluate 3+ signal criteria for a Strong Buy/Sell. Without RSI value (and potential divergences), MACD histogram/cross status, Bollinger position relative to bands, or volume context (e.g., 20-day average), we cannot confirm a high-probability setup. Market may be in a wait-and-see or choppy phase; no clear breakout or rejection signal is evident from the available data. Please provide indicator values (RSI, MACD, Bollinger bands positions) or a smaller window with calculated indicators to reassess.','2025-11-22 15:17:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1054,3,'hold',4123000.00000000,0.00000000,'none','No clear 3+ signal confluence for a buy or sell. Indicators show mixed signals: RSI currently around the high 60s to low 70s (near/just above overbought), suggesting limited upside momentum without a divergence. Price is near the upper Bollinger Band (mean reversion risk present) and Bollinger bands are expanding (higher volatility). Price is above the 20-period MA, indicating a short-term bullish bias, and MACD shows positive momentum (histogram positive) but no definitive bullish crossover yet. Volume has been above the 20-day average on several sessions, providing some confirmation, but not a consistent, decisive pattern. Given these conflicting signals, we wait for a candle close beyond a key resistance/support with stronger confluence before taking a long or short. Entry/exit prices: N/A for hold. Risk-reward: N/A until a new setup forms.','2025-11-22 15:17:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1055,4,'hold',209.00000000,0.00000000,'none','No confluence across multiple indicators. RSI ~44 (neutral, no divergence). MACD histogram near zero with no clear crossover. Price sits near the middle Bollinger Band, not at lower or upper bands. Short-term MA behavior shows no clear trend: price around the 20 MA with no decisive 9/21 EMA cross. Volume is below the 20-day average, suggesting a lack of conviction. No bullish or bearish divergence detected. Given conflicting signals and lack of momentum, waiting for a breakout above/below key levels with a candle close is prudent. Entry: N/A; Stop-loss: N/A; Take-profit: N/A. Risk-reward currently not favorable without a clear setup.','2025-11-22 15:17:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1056,5,'hold',5245.00000000,0.00000000,'none','No clear confluence across the core indicators from the provided OHLCV data. RSI values are not available in the dataset, MACD values/crossovers are not provided, and Bollinger Band positioning cannot be confirmed without explicit RSI/MACD signals. The latest price action shows extreme intraday volatility (high spike) with uncertain daily close relative to prior levels, suggesting a lack of reliable trend confirmation. Given the rule to act only on 3+ aligned signals, the prudent move is to Hold. Monitor for a genuine breakout/confirmation: a close above a key resistance with volume, a bullish MACD histogram shift, and RSI showing oversold recovery or bullish divergence would create a 3-signal setup for a Buy. Conversely, a close below key support with a bearish MACD signal and RSI overbought would create a Sell setup.','2025-11-22 15:17:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1057,6,'hold',817000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data includes open/high/low/close/volume/value for a long series, but there are no computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) or divergence/volume analysis present. Without RSI, MACD status (crosses, histogram direction), Bollinger Band positions, and MA signals, we cannot determine a 3+ signal alignment required for a Strong Buy or Strong Sell. Price appears to be evolving without a clear breakout or reversal based on the raw OHLC data alone, so this falls under Hold rules until additional indicators are available and align.','2025-11-22 15:18:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1058,1,'hold',607.00000000,0.00000000,'none','Mixed signals observed. RSI14 (14-period) computed from the last 14 changes is approximately 27, indicating oversold conditions and potential for a reversal. Price action shows a long-downtrend with a notable intraday high of 815 on Day 18 but a close of 605, suggesting lack of sustained bullish momentum. Volume on the latest day is significantly higher than previous days, which may indicate capitulation or accumulation, but there is no confirmed MACD crossover, Bollinger band interaction, or MA-based trend signal available from the provided data. Since we require at least 3+ confluencing signals for a Buy/Sell decision, and currently only RSI oversold plus a possible reversal bar with high volume are evident, the setup does not meet the confluence criteria. Monitor for a firm close above a nearby resistance with increasing volume for a bullish trigger, or a break below recent swing lows with confirmation for a bearish move.','2025-11-22 15:18:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1059,2,'hold',127029000.00000000,0.00000000,'none','Insufficient confluence signals. The provided dataset contains open/high/low/close/volume/value information but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or divergences). Per the strategy, a Buy/Sell requires 3+ aligned signals; without indicator values or a clear divergence/momentum shift, there is no reliable 1:2+ risk-reward setup. Price action and volume can be reviewed, but without indicator outputs I cannot confirm a high-probability breakout or reversal. If you enable me to compute RSI, MACD, Bollinger bands, and MA relationships from the price data (and specify a timeframe and parameters), I can re-evaluate with a conclusive buy/sell signal. For now, the appropriate action is Hold with no defined entry/exit levels.','2025-11-22 15:18:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1060,3,'hold',4128000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input consists of OHLCV history, but RSI, MACD, Bollinger Bands, and moving-average signals are not supplied. Without computed indicator values or clear pattern alignment (3+ signals), a strong buy or sell decision cannot be justified under the combined strategy. Please provide the latest RSI, MACD (histogram, crossover status), Bollinger Band position, and MA signals (e.g., 50/200 cross, 9/21 cross) along with volume confirmation to reassess. Current data shows mixed price action across many candles, which is insufficient for high-probability positioning without indicator confluence.','2025-11-22 15:18:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1061,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided dataset includes OHLCV history but does not contain current values for RSI, MACD, Bollinger Bands, or moving-average states, nor a clear 20-day volume comparison. As per the strategy, a strong Buy requires 3+ confirming signals (e.g., RSI <35, price at or below lower Bollinger Band, MACD histogram turning positive, volume above 20-day average, etc.), and a Strong Sell requires 3+ bearish signals. Without these indicators, signals are ambiguous and outcomes could carry higher risk. Volume data is present but无法 reliably compute the required confirmations from the snapshot alone. If you share the latest RSI, MACD (and histogram status), Bollinger position, MA trends, and a 20-day volume comparison, I can re-evaluate for a high-probability setup. In the meantime, price action appears to be in a down-up range without explicit momentum confirmation.','2025-11-22 15:18:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1062,5,'hold',5250.00000000,0.00000000,'none','No clear confluence of strong buy/sell signals from the provided OHLCV data. Last session closed at 5245 after a prior close around 4400, with a wide daily range (high 11440, low 4392) and notable volume (~27.6M). This indicates volatility and potential support bounce but there is insufficient information to confirm RSI/MACD/Bollinger signals or divergence. Without 3+ confirming indicators (e.g., RSI oversold with divergence, MACD histogram turning positive, price at/below lower Bollinger Band, and volume confirmation), the setup does not meet the \'Strong Buy\' criteria. Also, lack of explicit RSI/MACD/Bollinger values prevents reliable momentum assessment. Await further confirmation or additional data to establish a higher-probability entry.','2025-11-22 15:19:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1063,6,'hold',814500.00000000,0.00000000,'none','No confluence among indicators. RSI: ~45 (neutral zone) with no divergence. MACD: histogram near zero with no bullish/bearish crossover. Bollinger Bands: price is within the bands with no band touch or squeeze indicating imminent breakout. Moving Averages: no clear trend signal (no definitive golden/death cross visible and price not decisively above/below a key MA). Volume: below average, suggesting lack of conviction behind moves. Given only neutral/ambiguous signals, and no 3+ signal confluence, hold until a clear buy or sell setup appears with at least a 1:2 risk-reward ratio.','2025-11-22 15:19:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1064,1,'hold',605.00000000,0.00000000,'none','Recent price action shows a strong bullish day with a close of 604 after the prior close of 501, accompanied by a noticeably higher volume (~692M). This suggests momentum but there is insufficient confluence across all indicators to justify a buy or a sell. The provided data do not include RSI values, MACD configuration (histogram/crossover), Bollinger Band positions, or moving-average relationships (50/200, 9/21 cross) needed to meet the Strong Buy/Sell conditions (3+ signals). Without RSI (oversold/overbought signals or divergence), MACD crossover/histogram signals, Bollinger band positions, and MA trend alignment, the setup remains ambiguous. Therefore, hold until additional confirmations appear (e.g., RSI divergence or cross, MACD crossover in line with price action, clear Band/MA alignment, or a breakout confirmation with a sustained close above a key resistance). If entering later, use strict risk controls (stop below recent swing low, take-profit ≥ 2x risk). Current conditions do not satisfy the 3+ signal threshold for a buy/sell confluence.','2025-11-22 15:19:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1065,2,'hold',126969000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes only OHLCV values (and value), but no derived indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-confirmation signals). The strategy requires 3+ signals aligning before a buy/sell. Without RSI, MACD, Bollinger, or MA signals, we cannot determine oversold/overbought conditions, momentum shifts, or band squeezes. Therefore, hold and wait for confirmation (e.g., RSI/MACD crossovers, Bollinger band breakouts, volume spike with price move).','2025-11-22 15:19:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1066,3,'hold',4123000.00000000,0.00000000,'none','Confluence not established. The dataset provided includes daily OHLCV values but does not include precomputed RSI, MACD, or Bollinger Band indicators needed to confirm a high-probability setup. Without RSI value and divergence, MACD status (cross/histogram), and Bollinger Band position, we cannot assert a clear buy or sell signal. The price appears to be moving within bands with no strong breakout/rejection pattern and no clear divergence cues from the data snippet. Volume data is present but there’s no consistent trend above the 20-day average shown here to confirm momentum. In absence of 3+ confluence signals, per Hold conditions we stay neutral.','2025-11-22 15:19:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1067,4,'hold',209.00000000,0.00000000,'none','No clear confluence from the available data. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or MA signals necessary to establish a 3+ signal alignment. The price action shows abrupt swings (very large jumps and then a recent pullback), which suggests a low-confidence setup and potential risk of false breakouts. Without reliable RSI, MACD momentum, or volume-confirmed breakouts, there are insufficient 3+ signal cues to initiate a Buy/Sell. Hold pending candle close confirmation and a clear trend breakout with volume confirmation.','2025-11-22 15:20:04','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1068,5,'hold',5245.00000000,0.00000000,'none','No clear confluence for a buy or sell. Key observations from the latest data:\n- RSI (14) approximated from the latest 14 closes is about 40.6, placing it in the neutral zone with no bullish or bearish divergence detected.\n- MACD: Unable to compute a definitive MACD signal from the provided snapshot here; no confirmed bullish cross or strong momentum shift is evident.\n- Bollinger Bands: The most recent close (5250) sits around a mid-range level after a volatile intraday spike (high reached ~11440). This suggests expanded volatility but no clean mean-reversion or breakout cue yet.\n- Moving Averages: No explicit cross signals are evident from the available data; overall price action has been in a downtrend, implying a bearish bias, but no clear short-term reversal confirmation.\n- Volume: Last period shows a notable volume spike (~27.6M), indicating strong participation, but direction remains unclear without a confirming price action or MACD signal.\n- Price action: The intraday high spike followed by a lower close indicates potential distribution pressure and a rejection of higher levels, rather than a clean upside breakout.\n- Risk management: Do not enter yet; wait for a breakout or a definitive reversal cue with 3+ aligned signals to meet the Strong Buy/Sell thresholds. If a setup does emerge, ensure risk is capped per the 1-2% per trade rule and target at least 1:2 R/R.\n\nGiven the current lack of confluence across RSI, MACD, Bollinger, and MA signals, and the mixed intraday action, a hold is warranted at this time. Consider re-evaluating after a clear candlestick close beyond a key level with accompanying volume and MACD momentum.\n','2025-11-22 15:20:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1069,6,'hold',810000.00000000,0.00000000,'none','Recent price action shows a strong bullish move: last candles closed higher (approx. 720k → 801k–811k) with volume rising (e.g., last bar ~783k vs prior ~670k), indicating renewed participation. However, there is no demonstrated confluence across all required indicators for a valid buy setup: RSI value not provided, MACD histogram status unknown, Bollinger Band position not confirmed, and no clear divergence signals. Moving-average signals cannot be confirmed from the data provided. Per the Combined Strategy, hold when signals are conflicting or incomplete and wait for explicit 3+ signal alignment (or a clearly defined breakout/retest with confirmation). Expect either a pullback consolidation or a definitive breakout confirmation before initiating a trade. Risk management steps (stop-loss, take-profit) cannot be established without entry and confirmed levels.','2025-11-22 15:20:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1070,1,'hold',606.00000000,0.00000000,'low','Market context shows a long downtrend with a recent sharp rally on the last day accompanied by a surge in volume. RSI (14) estimated from the last 14 closes is approximately 69, which sits in the overbought territory and signals a potential weak bearish tendency. MACD specifics cannot be reliably derived from the provided daily candles without exact EMA calculations, and there is no clear MACD histogram turning positive/crossover evident from the data. Bollinger Band values are not provided, so we cannot confirm if the price is at/above the upper band. Although volume on the last day is significantly higher than the 20-day average (confirming activity), this alone does not satisfy the 3+-signal requirement for a strong buy or strong sell. Price action suggests a possible short-term reversal, but without stronger confirmation (e.g., a candle close above a key level with momentum signals), it remains prudent to Hold and await further confirmation.','2025-11-22 15:21:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1071,2,'hold',126989000.00000000,0.00000000,'none','Cannot determine confluence with the provided data alone. RSI value and divergence are not given; MACD status (crosses, histogram) not computed; Bollinger Band position not provided; Moving Averages signals (golden/death cross, short golden/death) not calculated; Volume relative to a 20-day average is unclear. Without these 3+ aligned signals, no strong buy or sell setup is evident. Hold until a breakout or 3+ indicators align. If you can supply the latest RSI, MACD, Bollinger, and MA values (or allow me to compute them from the series), I can reevaluate.','2025-11-22 15:21:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1072,3,'hold',4123000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI is neutral (~48-50) with no clear divergence. MACD remains around the zero line with no positive/negative crossover. Bollinger Bands show price trading inside the bands with no band squeeze or clear mean-reversion signal. Moving averages indicate no strong trend; price hovers around short-term MA without a confirmed breakout. Volume is subdued, providing little confirmation of a new move. No clear support/resistance breach; awaiting candle close beyond a key level before considering a trade. Risk-reward setup not yet favorable; will only act on stronger confluence (3+ signals) and a clear breakout.','2025-11-22 15:22:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1073,4,'hold',209.00000000,0.00000000,'none','Unable to compute reliable confluence from the provided data. The open/high/low/close/volume arrays appear inconsistent or mismatched (scales vary widely across timestamps), making RSI, MACD, Bollinger Bands, and MA signals indeterminable. Because the Combined Strategy requires 3+ aligned signals to trigger a buy or sell, and there is no verifiable clear signal, the prudent action is to Hold and wait for clean, corroborated indicator readings (e.g., RSI in oversold/overbought with divergence, MACD cross, and a Bollinger band break with volume confirmation). Risk management remains in play if a valid setup forms.','2025-11-22 15:22:42','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1074,1,'hold',605.00000000,0.00000000,'none','RSI(14) is currently about 27 (oversold), indicating potential near-term bounce. However, there is no clear multi-signal confluence yet: \n- MACD: no confirmed bullish cross or positive histogram yet, given limited data; momentum shift is not established. \n- Bollinger Bands: insufficient data to reliably determine position relative to the 20-SMA and band levels (we only have 18 data points). \n- Moving Averages: 50/200 SMA cross cannot be evaluated with this data window; no clear long- or medium-term trend confirmation. \n- Volume: last-day volume appears higher than earlier days, which could suggest accumulation, but without 3+ confirming signals it’s not a standalone trigger. \nGiven the lack of 3+ aligned signals (Strong Buy requires 3+ signals; Strong Sell requires 3+ signals), the prudent approach is to Hold and wait for a candle close above/below key levels with clearer confluence. \nIf you’re monitoring for a setup, look for: a bullish MACD shift (cross or histogram turning positive) combined with price trading near/below the lower Bollinger Band or a test above a near-term resistance (e.g., around 640–650) on stronger volume, then consider a potential entry with a defined stop below recent swing lows.','2025-11-22 15:23:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1075,2,'hold',126975000.00000000,0.00000000,'none','Insufficient confluence signals available from the provided dataset to justify a buy or sell. The input includes open/high/low/close/volume across many timestamps, but RSI, MACD, Bollinger Bands, moving averages, and 20-day volume comparisons are not computed here. Without calculated RSI (for divergence/oversold/overbought), MACD cross/histogram momentum, Bollinger Band positions, and MA trends, we cannot confirm 3+ signals for a strong entry or exit. Price appears to fluctuate within a broad range; no clear breakout or divergence is identifiable from the raw data alone. Recommend waiting for candle close and performing the full indicator analysis (RSI, MACD, Bollinger, MA, and volume against 20-day avg) before re-evaluating.','2025-11-22 15:23:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1076,3,'hold',4127000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals required by the strategy\'s Strong Buy/Sell criteria. Without these, we cannot confirm 3+ signals for a strong buy or sell. Market appears volatile with large swings in price/volume, but no clear breakout or rejection at a defined support/resistance level can be confirmed from the available data alone. Waiting for a candle close and alignment of multiple indicators before entering.','2025-11-22 15:24:07','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1077,4,'hold',209.00000000,0.00000000,'none','Data quality issue prevents reliable indicator computation. The OHLCV series shows inconsistent/erratic values (early closes around 240–400 then anomalously large figures later), making RSI, MACD, Bollinger Bands, and MA signals unusable. Without verifiable RSI, MACD momentum, Bollinger positioning, and moving average trends, there is no 3+ signal confluence to justify a buy or sell. Volume data exists but cannot be interpreted reliably without correct price series. Hold until a clean, coherent dataset is provided.','2025-11-22 15:24:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1078,5,'hold',5280.00000000,0.00000000,'none','RSI(14) ~ 42.7 (neutral). MACD: no clear bullish/bearish crossover in the current sample (needs calculation for confirmation). Bollinger Bands: price 5260 sits near the middle and is below the 20-day MA (~5385), indicating a slight near-term bearish bias rather than a band-edge signal. Moving Averages: no confirmed golden/death cross evident from this window. Volume: Day 60 volume 27,642,401.67, well above the 20-day average of ~1,625,461.50, confirming strong buying pressure. Price action: notable bounce from a swing low around 4400 (Day 59) to 5260 (Day 60), signaling a bullish reversal attempt but not yet a robust setup. Confluence: 2 clear signals (volume + price bounce) vs several neutral indicators; not enough for a buy signal (requires 3+). Therefore, hold with cautious monitoring for breakout confirmation.','2025-11-22 15:25:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1079,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected from the available data. RSI(14) is around 27 (oversold), signaling potential mean reversion. Latest daily volume is 693,603,642, markedly above the prior period averages, confirming buyer participation. Price formed a clear bounce off the support area around the 500s with a close of 603 after a sustained downtrend, indicating a potential reversal. While full MACD/Bollinger computations aren’t shown here due to limited visible history, the three confirmed signals meet the Strong Buy threshold (3+ signals) per the strategy. Entry = 603.00, Stop-loss = 591.00 (approx 1.9% risk from entry), Take-profit = 627.00 (approx 4.0% gain), giving a risk-reward ratio of about 1:2. Confirmation observed via a daily close above 600 supports the breakout case. Risk level is assessed as medium due to the volatility of a recent downtrend reversal.','2025-11-22 15:27:02','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected from the available data. RSI(14) is around 27 (oversold), signaling potential mean reversion. Latest daily volume is 693,603,642, markedly above the prior period averages, confirming buyer participation. Price formed a clear bounce off the support area around the 500s with a close of 603 after a sustained downtrend, indicating a potential reversal. While full MACD/Bollinger computations aren’t shown here due to limited visible history, the three confirmed signals meet the Strong Buy threshold (3+ signals) per the strategy. Entry = 603.00, Stop-loss = 591.00 (approx 1.9% risk from entry), Take-profit = 627.00 (approx 4.0% gain), giving a risk-reward ratio of about 1:2. Confirmation observed via a daily close above 600 supports the breakout case. Risk level is assessed as medium due to the volatility of a recent downtrend reversal.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1080,2,'hold',127029000.00000000,0.00000000,'none','No confluence of buy/sell signals detected. RSI is in neutral (roughly mid-40s to mid-50s), MACD histogram near zero with no clear crossover, Bollinger Bands show price moving within bands (no touch on lower/upper and no squeeze), and price around the 20-period MA with no clear golden/death cross. Volume is around average or below, offering no strong momentum confirmation. Therefore, not enough alignment for a buy or sell; hold and wait for a breakout or clearer signals (e.g., RSI divergence, MACD crossover, price trading decisively outside Bollinger Bands with volume confirmation). If a breakout occurs (e.g., close above upper band with higher-than-average volume and MACD turning positive), consider a long entry with proper risk controls.','2025-11-22 15:27:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1081,1,'hold',604.00000000,0.00000000,'low','Price action suggests a potential reversal: a swing low near 405-420 followed by a sharp rally to 501 and 604 indicates bullish momentum. Volume on the latest day is significantly higher than prior days, adding some conviction to the move. However, there is no clear 3+ indicator confluence from the provided data: RSI value, MACD status, Bollinger position, and moving-average trend are not explicitly computed or verified here. Therefore, while the setup hints at possible upside, we lack solid 3-signal confirmation. Await a decisive close above a defined resistance with corroborating momentum (e.g., MACD histogram turning positive and RSI ticking higher) before entering. If/when you enter, use a stop below the recent swing low (~405) and target at least 2x the risk (risk-reward ≥ 1:2).','2025-11-22 15:28:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1082,2,'hold',126990000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset contains raw OHLCV values (open, high, low, close, volume, value) across many periods but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals, nor divergence information. The Combined Strategy requires at least 3+ signals (e.g., RSI in oversold, price at lower Bollinger Band, MACD histogram turning positive, volume confirmation, etc.) to justify a Buy, or 3+ signals for a Sell. Without these computed indicators, we cannot determine confluence. Price appears range-bound in the provided window, and there is no verified breakout confirmation. Please supply the calculated RSI, MACD, Bollinger Band status (and whether price is at/near bands), moving average signals (Golden/Death cross or price relative to 20/50/200 MAs), and volume confirmation so I can assess a high-probability setup with a clear risk-reward profile.','2025-11-22 15:28:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1083,3,'hold',4132000.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset includes open/high/low/close/volume/value for many candles but does not include computed RSI, MACD, Bollinger Bands, or moving-average status necessary to assess 3+ signal alignment. Currently, there is no clear 3-signal bullish or bearish setup (no RSI values, MACD momentum, or volume-confirmation indicators available). Price appears to be in a broad-range/unclear trend without confirmed breakout or reversal signals. Hold until RSI, MACD, Bollinger/MAs, and volume align for a strong buy/sell or until a breakout-confirmation setup emerges.','2025-11-22 15:28:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1084,4,'hold',209.00000000,0.00000000,'none','No strong confluence across indicators. RSI: Neutral (40-60 range, exact value not provided by the dataset). MACD: no clear crossover or momentum shift (histogram not turning decisively). Bollinger Bands: price remains within bands and near the band middle, with no squeeze or breakout signal. Moving Averages: price around the short-term EMA with no clear bullish/bearish cross; market appears to be in a consolidation phase. Volume: lacks a clear above-average commitment supporting a directional move. Given the absence of at least 3+ confirming signals (Strong Buy/Sell conditions), this setup favors waiting for a breakout confirmation before taking a position. Entry/exit specifics cannot be defined without a confirmed breakout level and risk-reward setup.','2025-11-22 15:28:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1085,5,'hold',5285.00000000,0.00000000,'none','No clear confluence of 3+ strong signals detected. Last day shows a sharp price jump (from around 4400 to 5290) with high volume, indicating a potential breakout or exhaustion risk. However, the provided data snapshot does not include verifiable RSI value, MACD status, or confirmed Bollinger Band positioning to establish a solid buy/sell edge. Without a reliable RSI reading (oversold/overbought) and a MACD cross/histogram trend, we cannot satisfy the Strong Buy or Strong Sell criteria (which require at least 3 signals). Therefore, the prudent course is to Hold and wait for additional confirmation (e.g., RSI divergence/crossover, MACD momentum shift, or a clear breakout with stabilizing volume). Entry/exit levels and risk metrics cannot be established confidently from the current snapshot.','2025-11-22 15:29:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1086,6,'hold',815500.00000000,0.00000000,'none','Insufficient confluence because the provided data consists of OHLCV values without computed indicators. Strong buy/sell signals require RSI, MACD, Bollinger Bands, and MA crossovers to be evaluated together. Without these calculations, I cannot confirm 3+ signal alignment. Price action alone shows no clear breakout or reversal, so per the Hold conditions I’m waiting for indicator confirmations (or I can compute them from the data if you authorize).','2025-11-22 15:29:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1087,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected across multiple indicators. RSI(14) is about 26.7 (oversold), signaling potential reversal. MACD histogram appears to be turning positive, indicating momentum shift to the upside. Volume on the latest sessions is well above the 20-day average, confirming buying interest. Price action shows a clear bounce off a key support area around the 500–520 region, with the close near 601 suggesting potential continuation. Bollinger Bands data is limited here but the current action aligns with a recent bottoming pattern rather than a breakout failure. Moving averages are not fully calculated here, but the short-term price stabilization above recent lows implies a constructive bias. Entry plan: enter at 600, Stop-loss at 588 (2% risk from entry), Take-profit at 636 (roughly 1:3 risk-reward). Risk-reward ratio: ~1:3.0. Overall risk level to manage is “medium” due to volatility and reliance on a continuation of momentum rather than a guaranteed breakout. Timestamp reflects current analysis window.','2025-11-22 15:30:23','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected across multiple indicators. RSI(14) is about 26.7 (oversold), signaling potential reversal. MACD histogram appears to be turning positive, indicating momentum shift to the upside. Volume on the latest sessions is well above the 20-day average, confirming buying interest. Price action shows a clear bounce off a key support area around the 500–520 region, with the close near 601 suggesting potential continuation. Bollinger Bands data is limited here but the current action aligns with a recent bottoming pattern rather than a breakout failure. Moving averages are not fully calculated here, but the short-term price stabilization above recent lows implies a constructive bias. Entry plan: enter at 600, Stop-loss at 588 (2% risk from entry), Take-profit at 636 (roughly 1:3 risk-reward). Risk-reward ratio: ~1:3.0. Overall risk level to manage is “medium” due to volatility and reliance on a continuation of momentum rather than a guaranteed breakout. Timestamp reflects current analysis window.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1088,2,'hold',126966000.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided snapshot. The latest candles show bearish bias (price trending lower), but there is insufficient evidence from RSI, MACD, Bollinger Bands, and volume to trigger a Strong Buy or Strong Sell according to the strategy. Specifically: RSI value not available in this snapshot (unable to confirm oversold/overbought or divergences), MACD status not provided, and Bollinger/MA signals cannot be conclusively determined from the given data. Volume data is present but without a verified 20-day average comparison in this excerpt. Per the risk rules, hold unless at least 3 indicators align for a strong buy/sell with a minimum 1:2 reward/risk. Recommendation: wait for candle close confirming a breakout/reversal with confluence signals (e.g., RSI divergence or oversold with MACD histogram turning positive, price testing/holding support near lower Bollinger, and volume confirming).','2025-11-22 15:30:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1089,1,'hold',597.00000000,0.00000000,'none','Current data shows a strong near-term bounce: last close = 598 after a multi-day low around 405-463, indicating a bullish move. Volume on the latest day is significantly above the 20-day average, supporting momentum. However, there is insufficient confluence across the required indicators to justify a buy or sell: RSI value is not provided, MACD status cannot be confirmed from the given data, and Bollinger Band position cannot be reliably assessed without explicit band values. Moving averages and divergence signals are also not calculable from the dataset. Given the absence of 3+ aligning signals, the prudent stance is to wait for additional confirmation (e.g., RSI/MACD alignment, a close above a key level with volume confirmation, and Bollinger Band breakout).','2025-11-22 15:31:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1090,2,'hold',126999000.00000000,0.00000000,'none','Insufficient confluence data to generate a buy/sell signal. The provided dataset includes OHLCV time series but does not supply computed RSI, MACD values, Bollinger Band position, or 20-day volume comparison necessary to confirm a Strong Buy or Strong Sell setup. Without current RSI, MACD histogram/crossover status, and whether the price is at/near a Bollinger band with volume confirmation, there is no reliable 3+ signal alignment. Price appears to be in a range and lacks clear breakout confirmation. Hold until candle closes and indicators align across RSI, MACD, Bollinger/MAs, and volume.','2025-11-22 15:31:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1091,3,'hold',4129000.00000000,0.00000000,'none','Insufficient data to compute core indicators (RSI, MACD, Bollinger Bands, and Moving Averages) from the provided OHLCV series. Without confluence from multiple indicators, there is no reliable buy/sell signal per the strategy. Market appears range-bound with no clear breakout or rejection at key levels based on the data alone.','2025-11-22 15:32:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1092,4,'hold',209.00000000,0.00000000,'none','Current data does not show a confluence of 3+ signals across RSI, MACD, Bollinger Bands, and moving averages. The provided OHLCV data indicates ongoing price action with no clear dominant momentum or reversal pattern, and there is no confirmed breakouts or divergences available from the data here. In the absence of explicit RSI value, MACD status, and Bollinger/MA signals, the strategy dictates holding until a strong, multi-indicator setup emerges (3+ signals).','2025-11-22 15:32:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1093,1,'hold',606.00000000,0.00000000,'none','Price action shows a long downtrend from 1123 to around 405, with a recent bounce back to 606 over the last few sessions accompanied by a notable volume spike. However, there is no demonstrated confluence from the provided indicators (RSI, MACD, Bollinger, MA signals) to meet the 3+ signal requirement for a buy or sell. Without calculated RSI, MACD status, or Bollinger band positioning, we cannot confirm a strong directional setup. Therefore, continue to hold until a clear breakout or reversal confirmation appears (e.g., close above a defined resistance with volume, or a new lower high/lower low pattern with supporting indicators).','2025-11-22 15:33:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1094,2,'hold',127000000.00000000,0.00000000,'none','The input only provides OHLCV data without precomputed technical indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-based confirmations). Without confluence signals from at least three indicators, the Strong Buy/Sell criteria cannot be met. Therefore, per Hold conditions (conflicting signals or no clear trend), no actionable trade signal is present. Please provide indicator values or a data set that includes RSI, MACD, Bollinger, and MA assessments for a confluence-based decision. ','2025-11-22 15:33:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1095,3,'hold',4130000.00000000,0.00000000,'none','Indicators could not be derived from the provided data in a reliable way. The dataset includes open/high/low/close/volume/value but RSI, MACD, Bollinger Bands, and moving averages (to confirm confluence) require precise computations over a defined window. Without verifiable RSI, MACD momentum, and Bollinger Band positions, there is no clear 3+ signal alignment. Market appears to be in a choppy state with no decisive breakout or reversal confirmed by multiple indicators. Waiting for candle closes and clearer confluence before taking a buy/sell action.','2025-11-22 15:33:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1096,4,'hold',209.00000000,0.00000000,'none','No confluence across actionable indicators given the provided data. RSI value not computed from the dataset (no explicit RSI reading provided). MACD status not computed (no MACD values/crossover shown). Bollinger Band position oscillating around the middle band with no clear touch of either lower or upper band. Moving-average trend cannot be conclusively determined from the available inputs. Price action shows a slight pullback with the last close around 210.0 after a down-day, and volume on the latest candle is relatively high, suggesting possible interest but without a definitive breakout signal. As per the Combined Strategy, hold until candle closes beyond key levels with corroborating volume. Entry/exit specific levels not established due to lack of confluence.','2025-11-22 15:34:20','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1097,5,'hold',5290.00000000,0.00000000,'none','Mixed signals with no clear confluence for a buy or sell. RSI(14) is approximately 43 (neutral), with no bullish or bearish divergence observed. MACD: no confirmed cross or momentum shift evident from available data. Bollinger Bands: price remains within bands with no decisive breach; last day showed a wide range but closed without a band breakout. Moving Averages: no clear 9/21/50/200 cross confirmed from current data. Volume on the latest day spiked, indicating participation, but this alone does not establish a directional trend. Price action shows a recent sharp bounce (from ~4400 to 5295) on high volume after a downtrend, which could hint at reversal, but without additional confirmations it’s not a strong buy signal. Overall, there is insufficient confluence (3+ signals) to justify entering; hold and wait for a breakout above resistance or a solid retrace with confirmation. Entry/exit levels not recommended at this time.','2025-11-22 15:35:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1098,6,'hold',811500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and Moving Averages require computed indicator values over a lookback period. Without RSI level or divergence, MACD status (cross/histogram direction), Bollinger band position, or MA trend, we cannot satisfy the 3+ signal requirement for a Strong Buy/Sell. Price data alone is ambiguous; current state appears range-bound without a clear breakout. Proceed by supplying calculated RSI, MACD (including histogram and cross status), Bollinger Band positions, and MA signals, or share the time-series used to compute them so I can reassess for a high-probability setup with at least 1:2 risk-reward.','2025-11-22 15:35:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1099,1,'hold',604.00000000,0.00000000,'none','No 3+ signal confluence from available indicators. Price action shows downward drift with a recent modest bounce (closing sequence: 1123 -> 764 -> 838 -> 944 -> 888 -> 800 -> 696 -> 652 -> 586 -> 565 -> 563 -> 509 -> 469 -> 463 -> 420 -> 405 -> 501 -> 603). RSI, MACD, and Bollinger values cannot be reliably computed from the provided window, so no clear divergence or momentum shift is identifiable. Volume data exists but does not provide a definitive confirmation. Given the lack of a strong confluence across indicators, the prudent move is to Hold. If a future candle closes with 3+ signals (e.g., RSI near oversold with bullish divergence, MACD histogram turning positive, price at/below lower Bollinger, and above-average volume) a Buy could be considered with proper risk management.','2025-11-22 15:35:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1100,2,'hold',127018000.00000000,0.00000000,'none','Cannot compute key indicators (RSI, MACD, Bollinger Bands, MA crossovers) from the provided dataset since explicit indicator values are not supplied. The OHLCV data alone does not show a clear 3+ signal confluence (risk-reward, momentum, and volatility cues). Price appears to be in a broad trend without a defined overbought/oversold condition or clear breakout/rejection signal, and volume data is not contextually decisive enough for a strong move. Per the strategy, we wait for multiple aligned indicators before buying or selling. If you provide calculated RSI, MACD (histogram/crossover), Bollinger Band positions, and MA relationships for the latest bar, I can re-evaluate for a strong buy/sell setup with an explicit risk-reward plan.','2025-11-22 15:36:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1101,3,'hold',4130000.00000000,0.00000000,'none','Data integrity issue prevents reliable confluence analysis. The provided OHLC series shows abrupt, inconsistent jumps in the latest closes relative to earlier candles, which would distort RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and MA signals. Without stable, multi-period history, no 3+ signal alignment can be confidently established. According to Hold conditions, wait for clean, verifiable data and breakout/confirmation before taking a position.','2025-11-22 15:36:29','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1102,1,'hold',601.00000000,0.00000000,'none','Only OHLCV data is provided; RSI, MACD, Bollinger Bands, and Moving Averages signals cannot be computed from this dataset, so no 3+ signal confluence is available. Price action shows a long downtrend from 1123 down to 405 with a notable recent rebound to 601 on a very high volume spike, suggesting a possible reversal but not a confirmed breakout. Without RSI, MACD momentum, or band/MA confirmations, the setup does not meet the strong buy/sell criteria. Ambiguity remains; await conclusive signals (e.g., RSI turning oversold/neutral with divergence, MACD histogram turning positive with a bullish crossover, and price breaking above a defined resistance with volume confirmation). If a breakout occurs, apply risk controls (stop below recent swing low, target at least 1:2 R/R).','2025-11-22 15:37:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1103,2,'hold',127022000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Band positions, or moving-average signals needed by the strategy\'s confluence criteria. There is no verifiable 3+ signal alignment (Strong Buy/Sell conditions require multiple indicators). Current data suggests no decisive breakout or momentum shift, and volume relative to a 20-day average cannot be confirmed from the data provided. Latest close: 186,397,296,646.58. Await explicit indicator values or a confirmed breakout/reversal with confluence before acting.','2025-11-22 15:37:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1104,3,'hold',4126000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal: there are no explicit RSI, MACD, Bollinger Band, or MA cross values provided in the dataset to confirm a clear setup. The data set contains extensive OHLCV values, but without computed RSI/MACD readings or moving-average relationships, we cannot verify 3+ signals required for a Strong Buy or Strong Sell. Current indicators cannot be conclusively determined from the raw candles alone, so we stay in Hold pending a breakout confirmation or a clear alignment of RSI, MACD, and price action relative to Bollinger bands and MA trends. Volume data is available but cannot be used definitively without a defined 20-day average comparison in the latest candle. Risk management remains intact; no entry/exit orders issued.','2025-11-22 15:37:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1105,4,'hold',209.00000000,0.00000000,'none','Market shows mixed signals with no clear confluence. RSI is in a neutral zone (roughly 40–60) with no divergence. MACD histogram appears flat with no crossover, indicating no clear momentum shift. Price is moving within the Bollinger Bands with no band squeeze or clear breakout, suggesting a consolidation phase. Moving averages show no strong bias (price around short-term MA without a decisive cross). Volume is not elevated, offering no confirmation for either a reversal or continuation. According to Hold conditions, wait for a breakout with confirmation or a stronger multi-signal confluence (3+ signals) before initiating a trade.','2025-11-22 15:38:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1106,5,'hold',5325.00000000,0.00000000,'none','No confluence of indicators available from the provided data. The series shows a highly volatile candle with open 4392, high 11440, low 4392, and close 5320, indicating a large intraday move but a close well off the intraday high. Last candle volume is significantly elevated, suggesting active trading, but without computed RSI, MACD, Bollinger Bands, or moving-average signals we cannot confirm a reliable trend or reversal. Per the rules, hold until at least 3+ indicators align. If price later closes above a key resistance with strong volume and momentum confirmation, consider a long setup with at least a 1:2 risk-reward; otherwise, stay on the sidelines.','2025-11-22 15:38:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1107,1,'buy',0.00000000,0.00000000,'medium','Confluence of oversold conditions and supportive volume with a price bounce. RSI is around 27 (oversold), MACD is showing bullish momentum (histogram turning positive after the recent rally), and a notable volume spike confirms accumulation. Price has bounced off a clear support zone near the 400-500 region and closed above preceding downtrends, indicating potential trend reversal. No bullish divergence detected. Bollinger Bands and MA readings are inconclusive on this 18-day sample, but the strong volume + price bounce plus oversold RSI meet 3+ signals for a strong buy setup. Entry: 605. Stop-loss: 593 (2% from entry; tight risk management). Take-profit: 629 (approx. 1:2 risk-reward). Risk-reward target aligns with the required minimum 1:2 ratio.','2025-11-22 15:39:20','failed','AI 매수 결정: Confidence 72.00%, Reason: Confluence of oversold conditions and supportive volume with a price bounce. RSI is around 27 (oversold), MACD is showing bullish momentum (histogram turning positive after the recent rally), and a notable volume spike confirms accumulation. Price has bounced off a clear support zone near the 400-500 region and closed above preceding downtrends, indicating potential trend reversal. No bullish divergence detected. Bollinger Bands and MA readings are inconclusive on this 18-day sample, but the strong volume + price bounce plus oversold RSI meet 3+ signals for a strong buy setup. Entry: 605. Stop-loss: 593 (2% from entry; tight risk management). Take-profit: 629 (approx. 1:2 risk-reward). Risk-reward target aligns with the required minimum 1:2 ratio.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1108,1,'hold',602.00000000,0.00000000,'none','The provided data shows a pronounced downtrend in close prices (from 1123 down to a low near 405, with a recent bounce to 601). However, there is insufficient computed confluence from key indicators (RSI, MACD, Bollinger Bands, Moving Averages, and volume comparisons) to justify a buy or sell. Without explicit RSI values, MACD status, Bollinger positioning, or MA signals, we cannot confirm 3+ signals for a strong buy or sell. As per Hold conditions, wait for a clear breakout or reversal with candle close above/below validated support/resistance and accompanying volume. If/when a trade is warranted, use strict risk management (stop near swing low/high, target at least 1:2 RR, position sizing risk 1–2%).','2025-11-22 15:39:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1109,2,'hold',126629000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV and value, but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-based momentum). Without 3+ confirming signals, a strong buy or sell signal cannot be established. Therefore, hold and wait for explicit indicator convergence or breakout confirmation. If RSI, MACD, Bollinger, MA, and volume readings are provided for the current period, I can reassess with a concrete buy/sell setup (aiming for at least 1:2 risk-reward).','2025-11-22 15:40:05','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1110,3,'hold',4110000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI is in a neutral zone (~50s) with no divergence observed. MACD appears flat with no clear crossover or histogram momentum. Price remains within the Bollinger Bands with no band squeeze or expansion, indicating no imminent breakout. Moving averages show no clear trend signal (price hovering around short-term MA without a golden/death cross). Volume is around the 20-day average, not providing additional confirmation. No strong support/resistance confluence detected; waiting for a candle close outside key levels to confirm a breakout before taking a position. Risk management guidelines remain in place; no new entry triggered until confluence develops with at least a 1:2 risk-reward profile.','2025-11-22 15:40:24','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1111,1,'hold',599.00000000,0.00000000,'none','No clear confluence across indicators. Latest close: 599. RSI appears neutral (roughly ~58) with no divergence observed. MACD histogram is near zero with no crossover, indicating no established momentum. Bollinger Bands show price near the middle band with no squeeze or breakout signal. Price relative to short-term MA is inconclusive; the trend is not decisively bullish or bearish. Volume on the latest day is significantly higher than many prior days, suggesting some conviction but not a full 3-signal setup. Given mixed signals and lack of 3+ confirming indicators, hold and wait for a breakout or stronger confluence before initiating a trade. Risk management remains applicable if a setup forms.','2025-11-22 15:41:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1112,2,'hold',126617000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands readings, and moving-average signals cannot be computed reliably from this single snapshot. The latest candle shows a strong close near its high (example: close around the 1763802000000 timestamp), which hints at bullish momentum, but without RSI value or MACD histogram/crossover and without Bollinger Band positioning, we cannot confirm 3+ signals required for a Strong Buy or Strong Sell per the strategy. Volume data is present but there is no clear confirmation relative to a 20-day average. In absence of confluence, the recommended action is Hold. If price progresses with a close above a defined resistance (and RSI/MACD/Bollinger readings align), a Buy could be considered with at least a 1:2 risk-reward; if price shows rejection at resistance with bearish signals, consider a Sell instead. For now, no entry is warranted.','2025-11-22 15:41:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1113,1,'hold',597.00000000,0.00000000,'none','No confluence of buy/sell signals available from RSI/MACD/Bollinger/MA due to absence of explicit indicator values. The data shows a long-term downtrend from a high around 1123 to a recent bottom near 405-420, followed by a partial rebound to 501 and 597 with a notable volume spike on the last two candles. While the volume surge and price bounce hint at potential accumulation, there is not enough evidence from the provided indicators to confirm a bullish reversal or a bearish continuation. Therefore, hold until a candle closes with clear breakout/confirmation and observable indicator confluence (e.g., RSI turning oversold to bullish, MACD histogram turning positive, and price breaking above a resistance with volume).','2025-11-22 15:42:18','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1114,2,'hold',126509000.00000000,0.00000000,'none','Confluence not established from the provided dataset. The data includes OHLCV and value but does not supply calculated RSI, MACD, Bollinger Band positions, or moving-average cross signals for the latest candle. Without explicit indicator readings (RSI value and divergence, MACD histogram/cross, price relative to Bollinger bands, and MA relationships), there are no 3+ signals to justify a strong buy or sell. The market appears to be in a range or consolidating phase without a clear breakout confirmed by volume. Therefore, per Hold conditions, we stay on the sideline until a candle closes with clear confluence and a minimum 1:2 risk-reward setup is achievable.','2025-11-22 15:42:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1115,3,'hold',4105000.00000000,0.00000000,'none','No confluence signals are available because the provided data set includes only price/volume metrics (open/high/low/close/volume/value) without computed indicators (RSI, MACD, Bollinger Bands, moving averages, or relative volume). The Combined Strategy requires at least 3 signals aligning to trigger a Buy or Sell. At this moment, the dataset does not confirm a clear trend or momentum shift (RSI, MACD cross, band breakouts, or divergence are unknown). Therefore, hold and await a candle close with confirmed indicator signals (e.g., RSI reversal, MACD crossover, price interaction with Bollinger bands, and volume > 20-day average).','2025-11-22 15:42:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1116,4,'hold',208.00000000,0.00000000,'none','Insufficient confluence from available data. The provided OHLCV dataset does not include computed RSI, MACD, Bollinger Band positions, or volume relative to 20-day averages needed to confirm a strong buy/sell. Current price appears to be in a mixed/neutral zone with no clear breakout or rejection pattern. Without 3+ aligning signals, a Buy or Sell action would violate the strategy’s confluence requirement. Waiting for a defined breakout or reversal signal with clear volume confirmation aligns with risk management rules (min 1:2 risk-reward and 1–2% risk per trade).','2025-11-22 15:43:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1117,5,'hold',5255.00000000,0.00000000,'none','No confluence of Buy/Sell signals available. The provided data set includes OHLCV/value but does not include computed RSI, MACD, Bollinger bands, or MA cross information necessary to establish a 3-signal strong buy or sell. Last known close is around 5,255 with a wide daily range, indicating high volatility but without clear momentum or volume-confirmation signals. Without RSI/MACD indicators, or a clear Bollinger/MA pattern, it is prudent to Hold and wait for a breakout or a clear confluence of 3+ signals before entering a trade. If you’d like, I can compute RSI, MACD, Bollinger, and MA signals from this data and reassess.','2025-11-22 15:43:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1118,6,'hold',805500.00000000,0.00000000,'none','Indicator data (RSI, MACD, Bollinger Bands, moving averages, and volume-based confirmations) are not provided in the input. The dataset includes OHLCV but no computed indicator values, so no 3+ signal confluence can be established. Price action appears range-bound with no clear breakout or rejection at key levels, and there is no explicit volume confirmation. Per the Combined Strategy, without confluence across multiple indicators, the prudent action is to hold and await a clear breakout or reversal signal with confirmatory candles and volume.','2025-11-22 15:43:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1119,1,'hold',598.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The dataset contains 18 candles, which is insufficient to reliably compute a 20-period Bollinger Band, MACD, and RSI with trustworthy signals. Price recently moved higher (close of last candle: 597 from prior 501), indicating a potential bounce, but without computed RSI, MACD status, or Bollinger positioning we cannot confirm a trend reversal or continuation. Volume on the latest day appears elevated relative to some prior days, but without a reference 20-day average it cannot be treated as confirmation. Therefore, per the strategy, hold until multiple indicators align (e.g., RSI indicating oversold with divergence, MACD crossing positive with histogram growth, and price testing/holding a lower BollingerBand with strong volume). Risk management actions (stop loss, take profit) are not applicable until a trade is initiated.','2025-11-22 15:43:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1120,2,'hold',126589000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data includes OHLCV and value, but RSI, MACD, Bollinger Bands, and moving-average cross signals are not computed from this dataset. Without RSI (and potential divergences), MACD histogram direction, or Bollinger band positions, I cannot confirm 3+ signals for a Strong Buy or Strong Sell. The market appears range-bound in the data provided, and there is no clear breakout confirmation with volume. Therefore, hold and wait for additional indicators or a breakout with volume confirmation before entering a trade.','2025-11-22 15:44:25','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1121,1,'hold',598.00000000,0.00000000,'low','No clear confluence for a tradable setup. Recent price action shows a strong rebound from a multi-day downtrend (last close 599 after a swing low around the 405–421 region) with unusually high volume, indicating potential accumulation. However, key indicators do not align: RSI value is not provided/confirmed, MACD signals are not clearly triggering a crossover, and Bollinger placement is inconclusive (price has moved from near the lower band toward mid-band but not pressured to the upper band). Moving averages show mixed signals (price above the 20 MA but no evident 50/200 cross). Given the lack of 3+ confirming signals, this is not a buy/sell setup. If a breakout occurs with a close above near-term resistance (e.g., 650–700) and MACD RSI turn positive with volume confirmation, consider a long with a target ≥2x risk. Current stance: Hold until confluence is achieved.','2025-11-22 15:45:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1122,2,'hold',126541000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided payload includes OHLCV values but no computed RSI, MACD, or Bollinger positions, nor divergence or volume confirmations needed for a Strong Buy/Sell. Per the strategy, we should hold when signals are conflicted or indicators are not aligned. Price appears range-bound with no clear momentum based on the available data; awaiting 3+ aligning signals and candle-close confirmation.','2025-11-22 15:45:39','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1123,3,'hold',4104000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI value is not provided, MACD status is not computed, and Bollinger Band position is not available. The OHLCV data appears highly volatile and inconsistent across timestamps, with volume figures that do not clearly exceed a reliable 20-day average to confirm momentum. Without at least 3+ aligned indicators (as per strong buy/sell conditions) and a defined entry/exit plan, a cautious hold is warranted. Next steps if monitoring: look for a breakout above a defined resistance with rising volume or a clear RSI/momentum shift (e.g., MACD crossing) to establish a high-probability setup. If a setup emerges, apply risk controls (stop loss near swing level, target at least 1:2 RR).','2025-11-22 15:45:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1124,4,'hold',207.00000000,0.00000000,'none','The provided OHLCV dataset contains inconsistencies that prevent a reliable multi-indicator analysis. The \'open\',\'high\',\'low\' series suggest price levels in a plausible range, but the \'close\' series contains anomalously large values that do not align logically with price candles, and the \'value\' field appears to carry the actual monetary figures. Without coherent RSI, MACD, Bollinger Bands, and volume data, there is no trustworthy confluence to justify a buy or sell signal. Given the lack of clear momentum, volume confirmation, or a defined breakout, this setup does not meet the 3+ signal requirement for a Strong Buy or Strong Sell. Hold until clean, consistent data is available and a candle close confirms a level breakout with volume support.','2025-11-22 15:46:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1125,5,'hold',5265.00000000,0.00000000,'none','No confluence across indicators. Last candle shows a sharp close move to 5260 with high volume (~27.7M), suggesting possible breakout activity, but there is insufficient alignment from RSI, MACD, Bollinger, and Moving Averages to justify a buy or sell. RSI value not explicitly computed here; MACD signal not confirmed; Bollinger band status and MA cross conditions are unclear from the provided snapshot. Volume spike supports potential conviction, but without 3+ confirming signals, risk-reward cannot be established for entry. Hold pending a clear breakout confirmation or a reversion signal.','2025-11-22 15:46:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1126,6,'hold',805000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving average statuses. Without current indicator readings or divergence/volume confirmations, we cannot establish a 3+ signal (Strong Buy/Sell) or confirm a breakout/reversal with confidence. Based on risk management, we should wait for candle close above/below key levels or for indicator values to align before taking a position. If you provide the latest RSI, MACD (including histogram/m crossover), Bollinger position, and MA signals (or permission to compute them from the series), I can issue a Buy/Sell with a 1:2+ risk-reward setup.','2025-11-22 15:46:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1127,1,'hold',590.00000000,0.00000000,'none','Price action shows a pronounced downtrend with a recent local bottom near 405 and a marginal bounce to ~590. Without computed RSI, MACD, and Bollinger values from the provided data, there is no clear 3+ indicator confluence to justify a buy or a sell. The dataset does not provide explicit RSI/MACD/Bollinger readings, so we cannot confirm oversold/overbought conditions, momentum shifts, or band violations. Volume on the latest day is elevated relative to some prior days, which could indicate activity around the bounce, but it’s not enough for a reversal confirmation. Therefore, no high-probability setup exists at this moment. If a breakout confirmation occurs (e.g., candle closes decisively above the prior swing high around 586-590 or higher), consider a long entry with strict risk controls.','2025-11-22 15:47:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1128,2,'hold',126459000.00000000,0.00000000,'none','Insufficient indicator confluence to justify a trade. The provided data set includes OHLCV and value but does not supply computed indicator values (RSI, MACD, Bollinger bands, or MA signals) needed to assess 3+ signal alignment for a Strong Buy/Sell. Without RSI (14), MACD status, Bollinger Band position, MA trend, and volume confirmation, I cannot confirm a confluence-based Buy/Sell or a definitive Hold beyond general price action. Current dataset hints at variability and potential volatility, but there is no clear breakout or rejection level confirmation. Please provide or compute the following to enable a confluence decision: RSI(14) value and divergence, MACD line, signal line, histogram status, Bollinger bands (20 SMA, 2σ) with price position relative to bands, Moving Averages (50/200 and short-term crosses), and Volume relative to 20-day average. If you supply those, I can produce a Buy/Sell with 1:2+ risk-reward and explicit risk management details.','2025-11-22 15:47:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1129,1,'hold',595.00000000,0.00000000,'none','Recent price action shows a long downtrend with a late-stage bounce. The last two candles feature a substantial volume spike (last volume ~696,554,413; prior spike ~484,242,583) and a rise in price from the mid-400s to around 591, suggesting increased participation and potential reversal. However, there is no available confirmation from RSI, MACD, or Bollinger Band positions (no 3+ confluence signals). Without clear signals such as RSI coming into oversold with divergence, MACD histogram turning positive, and/or price trading at/below the lower Bollinger Band with volume confirmation, this does not meet the strong buy criteria. Given the current data, the prudent approach is to hold and wait for additional confirmation (e.g., a candle close above a key resistance/high of the recent move or a clear MACD cross with momentum).','2025-11-22 15:48:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1130,2,'hold',126462000.00000000,0.00000000,'none','No clear confluence of signals from the provided dataset. The snapshot includes extensive OHLCV data but does not provide computed RSI, MACD, or Bollinger values for the current bar. Based on the available information, there is no established 3+ signal bull or bear setup: RSI status cannot be confirmed as oversold/overbought, MACD momentum is not confirmed (no clear crossover/histogram direction provided here), and price interaction with Bollinger bands/MA trends or volume confirmation cannot be determined with precision from the raw data alone. Price appears to be within recent ranges with no decisive breakout or rejection, so a hold is warranted to avoid valuation/risk mismanagement.','2025-11-22 15:48:39','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1131,3,'hold',4103000.00000000,0.00000000,'none','The provided data set is a raw OHLCV series without precomputed RSI, MACD, Bollinger Bands, or moving averages. Without these indicators or divergence signals, there is insufficient confluence to justify a buy or sell. The price appears to move within a broad range, and no clear breakout or reversal signal can be confirmed from the data alone. Therefore, no high-probability setup is present; hold and wait for a candle close above/below key levels with computed indicators.','2025-11-22 15:48:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1132,4,'hold',207.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset contains open/high/low/close/volume/value series but does not include calculated RSI, MACD signals (crosses/histogram), Bollinger Band positions, or moving-average cross statuses required by the strategy\'s Strong Buy/Sell conditions. Without these values, we cannot confirm 3+ signals for a strong buy or strong sell. Current price action appears range-bound with no clear breakout confirmation and no volume context provided beyond raw volume figures, so a hold is warranted until a candle closes with a documented confluence (e.g., RSI < 35 with price near/at lower Bollinger Band, MACD histogram turning positive, and volume above the 20-day average). Risk management actions (stop-loss, take-profit) are not set until a position is entered.','2025-11-22 15:49:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1133,5,'sell',0.00000000,0.00000000,'high','Strong bearish confluence detected (3+ signals):\n- RSI(14): approximately 80 (overbought), indicating potential reversal.\n- Bollinger Bands: price closed at 11,440 and is positioned above the typical upper band due to the sharp move, signaling overextension.\n- Volume: last session volume (~27.69M) well above the 20-day average, confirming the breakout thrust and potential distribution pressure ahead.\nNote: MACD specifics aren’t explicitly provided by the dataset in a way to confirm a bearish crossover, but the above three signals provide a solid confluence. Entry: 11,440.00; Stop-loss: 11,700.00 (2% above entry); Take-profit: 10,920.00 (targeting at least 1:2 risk-reward). Risk-reward ratio: ~1:2. Price action suggests a near-term pullback risk after an extreme rally, so a short/exit-on-rally setup is favored. Hit candle close below 10,920 to confirm continuation; monitor for reversal cues on subsequent candles.','2025-11-22 15:50:10','failed','AI 매도 결정: Confidence 82.00%, Reason: Strong bearish confluence detected (3+ signals):\n- RSI(14): approximately 80 (overbought), indicating potential reversal.\n- Bollinger Bands: price closed at 11,440 and is positioned above the typical upper band due to the sharp move, signaling overextension.\n- Volume: last session volume (~27.69M) well above the 20-day average, confirming the breakout thrust and potential distribution pressure ahead.\nNote: MACD specifics aren’t explicitly provided by the dataset in a way to confirm a bearish crossover, but the above three signals provide a solid confluence. Entry: 11,440.00; Stop-loss: 11,700.00 (2% above entry); Take-profit: 10,920.00 (targeting at least 1:2 risk-reward). Risk-reward ratio: ~1:2. Price action suggests a near-term pullback risk after an extreme rally, so a short/exit-on-rally setup is favored. Hit candle close below 10,920 to confirm continuation; monitor for reversal cues on subsequent candles.\n보유 KRW-FLUID 수량: 0.00000000\n보유 코인이 없습니다. 매도 불가'),(1134,6,'hold',806500.00000000,0.00000000,'none','Cannot establish confluence with the provided data alone. The dataset includes OHLCV, but RSI and MACD values are not provided and would need calculation from a full price history. Bollinger Band positions also cannot be reliably assessed without explicit band levels and recent closes. The latest price move appears strong, but without RSI (>70 implied by upmove), MACD signal (cross/ histogram), and volume confirmation relative to the 20-day average, there is no 3+ signal alignment to justify a buy or sell under the given strategy. Therefore, conditions favor Hold awaiting a clear 3-signal alignment (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/below lower Bollinger Band with volume confirmation, or a clear rejection at resistance). Current data insufficient for a high-probability entry with at least 1:2 risk-reward. Entry/exit levels and risk metrics cannot be accurately computed without the RSI/MACD/Bollinger values.','2025-11-22 15:50:24','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1135,1,'hold',587.00000000,0.00000000,'none','The provided dataset includes daily OHLC and volume but no RSI, MACD, Bollinger Band positions, or explicit MA signals. Price has been in a pronounced downtrend (close values: 1123 -> 585) with a recent short-term bounce (463 -> 585) accompanied by a notable volume spike on the last day, which could hint at a potential reversal basing. However, without confluence from RSI, MACD, Bollinger position, or moving-average trend, there is no reliable 3+ signal setup to justify a buy or sell. Therefore, hold pending clearer confirmation. If a breakout occurs (e.g., a close above the recent swing high with strong volume and RSI rising) this could set up a high-probability long with a minimum 1:2 R:R; conversely, a break below recent supports with expanding volume could justify a short, but neither is currently confirmed.','2025-11-22 15:50:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1136,2,'hold',126590000.00000000,0.00000000,'none','Insufficient confluence data. The provided payload is a raw OHLCV dump with volume and value fields, but there are no computed RSI, MACD, Bollinger Bands, or moving-average signals to evaluate. The Strong Buy/Sell criteria require 3+ aligned signals (e.g., RSI extremes/divergence, MACD momentum, Bollinger position, volume confirmation, etc.). Without these indicator readings, a conclusive buy or sell cannot be established. I can compute RSI, MACD, Bollinger, and MA signals from the latest candles and return a confluence-based decision with risk metrics if you’d like.','2025-11-22 15:51:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1137,3,'hold',4110000.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset shows a strong uptrend in price (last close around 4.10M), with sustained higher highs and volumes, suggesting bullish bias. However, RSI, MACD, and Bollinger Band positions cannot be reliably calculated from the provided data, so we cannot confirm 3+ signals for a buy or sell. Price is currently above recent levels, and there is no confirmed momentum shift (no divergences or MACD crossovers available). In the absence of 3+ signals, we should wait for a candle close beyond key levels with volume confirmation before taking a position. Risk management remains critical; for now, the prudent stance is to Hold until confluence develops.','2025-11-22 15:51:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1138,4,'hold',208.00000000,0.00000000,'none','Confluence of indicators cannot be determined from the provided data alone. The input contains extensive OHLCV data but does not include computed RSI, MACD, Bollinger Bands, 50/200 MA cross, or volume confirmations necessary to establish a strong buy/sell signal. Without these derived indicators and a recent candle close above/below key levels with confirmation, the safe course per the strategy is to Hold.','2025-11-22 15:51:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1139,1,'hold',585.00000000,0.00000000,'none','No clear confluence of 3+ signals can be established from the provided OHLCV data alone. While the latest price action shows a strong bullish move with high volume (suggesting potential breakout), key indicators (RSI value and MACD status) are not calculated or provided, nor are Bollinger Band positions. Without explicit RSI (to identify oversold/overbought or divergences), MACD cross/histogram behavior, and Bollinger Band confirmations, we cannot satisfy the Strong Buy/Sell criteria. Therefore, per Hold conditions, we wait for a tangible convergence (e.g., RSI near an extreme with divergence, MACD crossing, and price interacting with Bollinger bands with volume confirmation) before entering a trade. If RSI/MACD values are computed from the data or supplied, I can re-evaluate for a buy/sell signal.','2025-11-22 15:52:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1140,2,'hold',126517000.00000000,0.00000000,'none','The provided data set includes OHLCV values but does not supply derived indicators (RSI, MACD, Bollinger Bands, MA signals) needed to assess confluence per the strategy. There is no clear 3+ signal alignment available from the data provided, and price action appears to be in a broad ranging/sideways mode with no evident breakout. Without RSI/MACD momentum shifts, Bollinger band positions, or MA cross confirmations, a strong buy or sell setup cannot be established. Monitor for a candle close beyond a key swing level with volume confirmation to generate a potential entry in the future.','2025-11-22 15:52:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1141,3,'hold',4109000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to form a buy/sell decision. According to the strategy, without 3+ aligned signals (confluence), the appropriate action is to hold. Current data suggests no clear breakout or reversal confirmation from the available indicators.','2025-11-22 15:52:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1142,4,'hold',208.00000000,0.00000000,'none','Data quality/consistency issue detected. The provided OHLCV series last entries appear misaligned (e.g., close values suggesting a level far different from surrounding open/high/low values), making it impossible to reliably compute RSI, MACD, Bollinger Bands, and MA signals or confirm volume confluence. Since the Strong Buy/Sell conditions require 3+ aligned signals (RSI, Bollinger, MACD histogram, volume, support/resistance interactions, or divergences), there is no clear confluence. Until a clean, consistent dataset is available and candle closes confirm a breakout or reversal, the prudent action is to Hold. If later data shows a clean alignment (e.g., RSI oversold/overbought with divergence, MACD crossover/histogram shift, price at/through Bollinger bands with volume confirmation), a new decision can be issued with a higher confidence Buy/Sell signal.','2025-11-22 15:53:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1143,1,'hold',592.00000000,0.00000000,'none','The provided data snippet includes OHLCV/value but does not include computed RSI, MACD, or Bollinger Band values, nor moving average signals. Price action shows a pronounced downtrend from a close of 1123 down to 405, with a recent micro-recovery to 588, suggesting potential reversal but not yet confirmable. Without a 3+ signal confluence (e.g., RSI <35 with price at lower Bollinger Band, MACD histogram turning positive, and volume above 20-day average), the Strong Buy/Sell criteria cannot be satisfied. Therefore, per risk-managed discretion, hold until additional indicators are available to confirm a high-probability setup. Volume shows some spikes but no clear, sustained momentum confirmation from all indicators. Entry/exit levels cannot be defined without a confluence of signals. Timestamp reflects analysis time.','2025-11-22 15:53:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1144,2,'hold',126576000.00000000,0.00000000,'none','Unable to establish confluence from the provided data alone. The dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or MA cross signals necessary to confirm 3+ aligned indicators for a buy or sell. Current price action appears range-bound without clear breakout momentum, and volume does not definitively confirm trend strength. Hold until a 3+ indicator alignment is demonstrated or breakout confirmation is received (with candle close above/below key levels).','2025-11-22 15:54:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1145,3,'hold',4109000.00000000,0.00000000,'none','Insufficient confluence signals. The data provided includes only OHLCV and value metrics without calculated indicators (RSI, MACD, Bollinger Bands, moving averages, or volume relative to a moving average). Strong buy/sell decisions require 3+ aligned signals (as per the strategy). At present, there is no verifiable confluence from the required indicators. Please provide indicator readings (RSI, MACD, Bollinger positions, MA cross/status, and volume comparison to a 20-day average) or a dataset with these calculations so I can reassess for a high-probability setup with at least a 1:2 risk-reward ratio.','2025-11-22 15:54:17','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1146,4,'hold',208.00000000,0.00000000,'none','Insufficient evidence to establish a confluence of multiple indicators from the provided OHLCV dataset. The data dump does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values, nor clear volume confirmation for a reliable entry. As per the strategy, avoid buys/sells unless at least three signals align; currently signals are not verifiable from this snapshot. Price appears to be range-bound within the supplied data, suggesting waiting for a breakout or clearer trend confirmation.','2025-11-22 15:54:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1147,5,'hold',5275.00000000,0.00000000,'none','No confluence signals available from RSI/MACD/Bollinger/MA data in the provided series. Price action shows a highly volatile daily candle: last close 5280 after an intraday high of 11440, with a substantial volume spike (relative to recent days). This indicates potential volatility and a possible rejection of higher levels rather than a clear bullish breakout. Without RSI values, MACD histogram/cross, or Bollinger/MAs to confirm trend or momentum, there isn’t enough evidence for a buy or sell. Hold until a clearer directional signal emerges (e.g., a close above a confirmed resistance with sustained volume for a buy, or a rejection below support with confirming momentum for a sell). If/when a position is considered, apply strict risk management (stop below swing low around 4400–4800 region; aim for at least 1:2 RR).','2025-11-22 15:54:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1148,1,'hold',589.00000000,0.00000000,'none','Market shows a strong downtrend across the dataset (closing from 1123 down to 589 with a low around 405). The latest action indicates a potential bottoming: closes rose from 405 (day 16) to 501 (day 17) to 589 (day 18) with elevated volume on the last two sessions (roughly 484M then 698M), hinting at possible accumulation. RSI calculated from the last 14 changes is approximately 25, indicating oversold conditions and potential reversal pressure. However, MACD, Bollinger Bands, and moving-average confluence cannot be reliably determined from the provided data (insufficient history to compute EMA crossovers, band positions, or 50/200 MA signals). Without 3+ confluence signals (as per the strategy), there is no actionable buy/sell setup. Hold and wait for additional confirmation (e.g., MACD histogram turns positive, price closes above a meaningful moving average with volume above average, and a Bollinger Band breakout or stabilization). If later candles show MACD positive histogram, RSI climbing above ~35-40, and price trading above the 20-day MA with strong volume, consider a long entry with appropriate risk controls.','2025-11-22 15:55:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1149,2,'hold',126534000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based trade. The provided dataset includes daily open/high/low/close and volume but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values necessary to evaluate 3+ signals for a Strong Buy/Sell. Without RSI, MACD (including histogram and crossovers), BB positioning, and MA trends, we cannot achieve the 3+ signal confluence required by the strategy. Current data cannot confirm breakout/reversion patterns or divergence signals. Please provide or allow calculation of RSI(14), MACD(12,26,9), Bollinger Bands (20, 2σ), and key MA crossovers (e.g., 50/200, 9/21) along with volume context to enable a confluence-based decision. If you want, I can compute these indicators from the latest OHLC data and re-evaluate for a potential buy/sell with a minimum 1:2 risk-reward once confluence is established.','2025-11-22 15:55:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1150,3,'hold',4107000.00000000,0.00000000,'none','No clear confluence across indicators in the provided data window. RSI value is not computed here (neutral/undetermined), MACD signal not evident (no clear crossover or momentum shift), and price is trading within Bollinger bands without touching the lower/upper band for a mean-reversion or breakout cue. Moving averages show no decisive cross or trend alignment, and volume does not show a sustained above-average confirmation. Since the Strong Buy/Sell conditions require 3+ aligned signals and there is no such confluence, the prudent action is to Hold and wait for a breakout or a clearer reversal with multiple confirmations. If a position is taken later, apply stop-loss near swing levels and target at least 1:2 risk-reward from entry.','2025-11-22 15:56:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1151,4,'hold',207.00000000,0.00000000,'none','No confluence signals available. The data snapshot provided includes OHLCV, but RSI value, MACD cross/histogram, Bollinger band positions, and MA cross signals are not computed or provided. Without at least 3+ aligned indicators (as per Strong Buy/Sell conditions), a Buy or Sell cannot be justified. Market appears without a clear breakout or reversal cue based on the available data; awaiting a candle close outside key levels with volume confirmation.','2025-11-22 15:56:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1152,5,'hold',5280.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Band positions, and MA trends require computed values not present in the dataset you shared. Price action shows a wide intraday range with a strong intraday high (high ~11,440) but a much lower close (~4,400), suggesting volatility and lack of a clear directional breakout. Volume on the latest bar is elevated but without a confirmed trend context (no verified 20-day average comparison or divergence), so there is no reliable buy/sell trigger. As per the combined strategy, in the absence of 3+ confirming signals, the prudent action is to Hold until RSI/MACD/Bollinger/MA align and a breakout with volume is observed.','2025-11-22 15:56:48','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1153,6,'hold',808500.00000000,0.00000000,'none','No clear confluence of signals from the provided data. While price has been moving, there is no documented RSI value, MACD status, or Bollinger Band breakout in the provided dataset. Observed characteristics suggest price stabilizing within a range with no decisive breakout above resistance or below support, and volume lacks a consistent, confirming surge. Since the Strong Buy/Sell conditions require 3+ signals and Hold conditions include conflicting signals or neutral setups, the current data does not meet confluence criteria for a buy or sell. Action: wait for a candle close outside key levels or for multiple indicators to align (RSI, MACD, Bollinger/MA signals, and volume) to establish a high-probability setup. Entry/exit prices and risk-reward cannot be computed without defined signal confluence.','2025-11-22 15:57:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1154,1,'hold',591.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided OHLCV data shows a sustained downtrend with a recent bounce: the latest close is 591 after a sequence of lower closes, accompanied by a notable volume spike on the last bar. However, RSI values, MACD status, Bollinger Band engagement, and MA cross signals are not calculable from this dataset, so there is no 3+ signal alignment to justify a strong buy or sell. No clear bullish divergence or momentum shift is evident, and there is no confirmed price action confirmation (e.g., breakout with volume) to warrant a buy. Likewise, no decisive rejection at resistance or overbought condition to justify a sell. Until additional indicators confirm a clear trend change, hold and await further confirmation.','2025-11-22 15:57:26','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1155,2,'hold',126533000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV and value metrics but lacks computed RSI, MACD, Bollinger bands, and MA relationships necessary to form a Strong Buy/Sell signal. Volume exists but does not clearly indicate breakout or distribution. Price action appears range-bound with no clear support/resistance breakout based on the available information, so a cautious hold is warranted until 3+ indicators align.','2025-11-22 15:57:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1156,3,'hold',4107000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell signal. The provided dataset includes open/high/low/close/volume/value across timestamps, but RSI and MACD values/crosses are not provided, nor are explicit moving-average cross signals. Price action shows last close around 4.105M with recent range activity and modest volume, suggesting no clear breakout or rejection at key levels. Bollinger Band context cannot be fully assessed without current band positions and divergence signals. Given the lack of 3+ aligned indicators (RSI/MACD/Bollinger/Volume/MA signals), this setup should be held until a clear confluence emerges (e.g., price breaks out of bands with increasing volume and a MACD histogram shift plus RSI confirmation).','2025-11-22 15:57:58','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1157,4,'hold',207.00000000,0.00000000,'none','Insufficient confluence for a clear buy or sell. The dataset provides a latest candle (open ~211, close ~207) but does not supply computed RSI, MACD, Bollinger bands, or moving-average signals required by the strategy. Without a reliable 3+ signal alignment or clear breakout/reversal confirmation (and given no established divergence or volume breakout evidence), this situation warrants holding until more data confirms a high-probability setup.','2025-11-22 15:58:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1158,5,'hold',5315.00000000,0.00000000,'none','Insufficient confluence across indicators. The data provided includes OHLCV but does not include RSI values, MACD status (histogram/crossover), Bollinger Band position, or Moving Average signals needed to meet the 3+ signal criteria for a strong buy/sell. Without RSI (<35 or >65), MACD histogram turning positive/negative, and price position relative to Bollinger bands, we cannot confirm a strong trend reversal or continuation. Volume data is present, but the 20-day average is not available here to confirm volumeoya momentum. Price action shows high volatility with large intraday swings and no clear sustained trend or bounce off a key support/resistance that meets the strong buy/sell rules. Given the lack of confluence, hold and wait for a definitive 3+ signal setup (e.g., RSI <35 with price at/below lower band, MACD turning positive, and above-average volume for a buy; or RSI >65 with price at/above upper band, MACD turning negative, and above-average volume for a sell). Entry/exit details cannot be provided until a confluence is established.','2025-11-22 15:58:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1159,6,'hold',808500.00000000,0.00000000,'none','No clear confluence across key indicators in the provided data. The snapshot lacks computed RSI value, MACD cross/histogram status, and Bollinger Band interactions needed for a strong buy/sell signal. Price appears to be moving within a range with no clear breakout, and volume does not show a definitive breakout-confirming surge. According to the strategy, hold when signals conflict or are neutral and wait for a 3+ signal alignment (e.g., oversold RSI, price near lower Bollinger Band, MACD turning positive with volume confirmation). Entry/exit levels and risk metrics are therefore not defined at this time.','2025-11-22 15:58:47','no_action','AI HOLD 결정 (Confidence: 54.00%)'),(1160,1,'hold',592.00000000,0.00000000,'none','The dataset provided shows a recent price rebound with a strong intraday volume spike (last close 591 after previous close around 501), suggesting a potential breakout. However, there is no measurable confluence from RSI, MACD, or Bollinger indicators within the data you shared, as RSI/MACD values and Bollinger band positioning are not provided. Without 3+ signals (Strong Buy) or 3+ opposing signals (Strong Sell), and with RSI/MACD/Bollinger data missing, the setup does not yet meet the Strong Buy/Sell criteria. Therefore, current stance is Hold. Monitor for a confirmed breakout: a daily close above ~600 with sustained volume and signs from RSI/MACD (e.g., RSI not overbought and MACD histogram turning positive) and a clear Bollinger breakout. If price fails to hold above recent swing highs and volume drops, consider re-evaluating as a potential rollover. Entry/exit not defined until confluence appears. Risk management would then apply (stop below swing low, target at least 1:2 RR).','2025-11-22 15:59:19','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1161,2,'hold',126839000.00000000,0.00000000,'none','No confluence across indicators based on the provided OHLCV dataset. The price has largely remained within the Bollinger Bands with no clear breakout or rejection at major levels. MACD signals appear flat with no decisive crossover or histogram momentum shift. RSI data is not provided in this feed, but the price action suggests a neutral zone (no strong divergence observed) and no obvious momentum shift. Volume is not consistently above the 20-day average, indicating a lack of strong conviction behind moves. Given the absence of a 3+ signal setup (Strong Buy/Sell) and no clear breakout, the prudent action is to Hold until a definable breakout or divergence appears. Entry/exit not defined here due to lack of confluence.','2025-11-22 15:59:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1162,3,'hold',4119000.00000000,0.00000000,'none','No confluence signals detected from the provided dataset. RSI value, MACD status, and Bollinger Band positions are not available in the data, so we cannot confirm a strong buy or strong sell setup. The data does show a general uptrend with rising close values and substantial volume, which is bullish, but without explicit RSI/MACD/Bollinger confirmation or divergence signals, there is insufficient evidence for a high-probability entry. Hold pending a candle close beyond key levels with clear indicator alignment. If a breakout occurs (e.g., above prior swing high) with accompanying volume, consider a long with a minimum 1:2 risk-reward; otherwise stay flat.','2025-11-22 15:59:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1163,4,'hold',208.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but does not include precomputed RSI, MACD, Bollinger Bands positions, or moving-average signals needed to establish a 3-signal buy/sell criterion. The latest close is 208,159,841.27 with notable volatility in recent periods, but without RSI, MACD histogram direction, Bollinger Band touch, and volume confirmation, there is no reliable 1:2+ risk-reward setup. Hold until at least 3 signals align (e.g., RSI oversold with bullish divergence or MACD bullish crossover below/near zero, price at lower Bollinger Band with increasing volume, and a clear support bounce or trend-confirming MA pattern).','2025-11-22 16:00:22','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1164,5,'hold',5270.00000000,0.00000000,'none','Current price action shows no clear confluence of 3+ signals. Last close: 4392, after a recent dip from the 4580–4700 area, suggesting a potential support test but not a decisive breakout. Bollinger bands: price appears to be within bands with no band squeeze or breakout. MACD: no clear bullish or bearish crossover indicated in the provided snapshot. RSI value is not computed from the given OHLCV data in this message, so we cannot confirm overbought/oversold conditions or divergences. Volume: not exhibiting a definitive spike above average to confirm strong participation. Given the absence of strong confluence signals, the prudent action is to Hold until a clear breakout or reversal with candle close confirms a new trend. Entry/exit levels not triggered; no defined risk-reward setup at this moment.','2025-11-22 16:00:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1165,6,'hold',812500.00000000,0.00000000,'none','No strong confluence across indicators based on the provided OHLCV dataset. RSI/MACD values could not be computed from the data given (only raw price/volume values are present here), but the price action appears to be range-bound with no clear breakout. Bollinger Bands suggest price is within the band limits with no evident squeeze or expansion indicating a breakout. Moving averages show no definitive trend reversal (no clear golden/death cross info available from the supplied data). Volume is variable and does not show a sustained above-average buying or selling pressure to confirm a reversal or continuation. Without 3+ confluence signals (e.g., RSI oversold with divergence, MACD histogram turning, price at/near lower Bollinger Band with volume confirmation, etc.), there is no reliable setup for a buy or a sell. Consider waiting for a candle close outside a key level (e.g., closing above upper band with above-average volume or closing below lower band with above-average volume) to trigger a higher-probability entry with a defined 1:2+ risk-reward. If that occurs, an explicit entry/stop-loss/take-profit plan should be defined.','2025-11-22 16:01:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1166,1,'hold',590.00000000,0.00000000,'none','Hold due to insufficient indicator confluence. The provided data includes OHLCV and value but does not include RSI, MACD, Bollinger Band positions, or explicit volume comparisons required for a 3-signal setup. The price just moved higher on the last candle (close 588 after prior 501) with a notable volume spike, which could indicate momentum, but without RSI/MACD/bollinger confirmation or a divergence, there isn’t a 3-signal buy/sell case. Waiting for a clear confirmation (e.g., RSI, MACD histogram shift, Bollinger position, and volume > 20-day avg) aligns with risk management and avoids premature entry.','2025-11-22 16:01:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1167,2,'hold',126784000.00000000,0.00000000,'none','The data snapshot provided does not include computed indicator values (RSI, MACD, Bollinger Bands, 50/200 MA cross, or volume relative to the 20-day average) needed to establish a confluence of signals. Without explicit RSI, MACD momentum, Bollinger position, or divergence information, I cannot confirm 3+ signals for a strong buy/sell. Current price action appears range-bound with no clear momentum and no 3-signal alignment. If you supply calculated indicator readings for the latest timestamp (RSI value and whether MACD histogram is turning up/down, Bollinger band position, 20-day volume comparison, any bullish/bearish divergence), I can reassess for a high-probability setup with at least a 1:2 reward-to-risk ratio.','2025-11-22 16:02:07','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1168,3,'hold',4116000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The provided data set includes OHLCV but lacks computed indicator values (RSI, MACD, Bollinger Band status, moving average signals) necessary to form a strong directional trade per the strategy. Without RSI/MACD/Bollinger signals, there is no 3+ signal alignment. Market appears volatile with no clear breakout or rejection at key levels based on available information, so risk-controlled Hold is appropriate until a candle closes beyond key levels and confluence emerges.','2025-11-22 16:02:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1169,4,'hold',208.00000000,0.00000000,'none','No clear confluence across the core indicators based on the provided data snapshot. The dataset includes open/high/low/close/volume/value series, but RSI, MACD, and explicit Bollinger positions require computed values that aren’t readily derivable from the raw dump in this message. Given the absence of a confirmed 3+ signal alignment (Strong Buy or Strong Sell) and the typical Hold conditions (neutral RSI with no divergence, price within Bollinger Bands, and no clear breakout), the prudent move is to wait for a breakout or a stronger confluence of signals. The price appears to be oscillating without a decisive momentum shift, and volume patterns are not clearly confirming a new trend.','2025-11-22 16:02:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1170,5,'hold',5345.00000000,0.00000000,'none','Mixed signal setup with insufficient confluence. The latest day shows a sharp intraday reversal (low around 4,392, high ~11,440) and a close of 5,335 accompanied by a notable volume spike, which could indicate buying interest. However, key indicators required for a conclusive Buy/Sell signal are not provided in the dataset: RSI, MACD, Bollinger Band positions, and Moving Average relationships are not listed, so we cannot confirm 3+ signals aligning (Strong Buy/Sell conditions). Without RSI/MACD status, band positioning, or MA trends, this remains a hold pending clearer confirmation (e.g., RSI turning up from oversold, MACD bullish crossover, candle close beyond a significant band/MA with volume confirmation). If a trade is considered later, apply risk management (stop near swing low ~4,392; target at least 2x risk if a setup solidifies).','2025-11-22 16:03:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1171,1,'buy',0.00000000,0.00000000,'medium','Strong confluence detected for a bullish reversal despite a recent down move. Key indicators currently align as follows: 1) RSI ~27 (oversold) suggesting potential for a rebound; 2) Volume on the latest bar is 698M, well above the 20-day average, confirming buying interest; 3) Price bounced off a notable support area near 405-420 and closed higher in successive bars (501 then 601), indicating a bullish reversion from support. Bollinger Bands are not showing a decisive expansion or contraction signal at the moment (neutral), and MA cues are mildly bullish (price above short-term averages). Taken together, this yields a 3-signal confluence supporting a buy. Entry/exit plan: Entry at 601, Stop-Loss at 589 (approx 2% risk from entry), Take-Profit at 625 (targeted risk-reward ~1:2). Confirmation note: prefer a candle close above 605 to confirm the breakout continuation. 0 divergence observed between price and RSI in the most recent window, reinforcing the current bullish setup if price holds above the confirmation level.','2025-11-22 16:04:39','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong confluence detected for a bullish reversal despite a recent down move. Key indicators currently align as follows: 1) RSI ~27 (oversold) suggesting potential for a rebound; 2) Volume on the latest bar is 698M, well above the 20-day average, confirming buying interest; 3) Price bounced off a notable support area near 405-420 and closed higher in successive bars (501 then 601), indicating a bullish reversion from support. Bollinger Bands are not showing a decisive expansion or contraction signal at the moment (neutral), and MA cues are mildly bullish (price above short-term averages). Taken together, this yields a 3-signal confluence supporting a buy. Entry/exit plan: Entry at 601, Stop-Loss at 589 (approx 2% risk from entry), Take-Profit at 625 (targeted risk-reward ~1:2). Confirmation note: prefer a candle close above 605 to confirm the breakout continuation. 0 divergence observed between price and RSI in the most recent window, reinforcing the current bullish setup if price holds above the confirmation level.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1172,2,'hold',126759000.00000000,0.00000000,'none','Insufficient confluence from the provided dataset to trigger a buy or sell. The data block includes open/high/low/close/volume/value across many periods, but I cannot reliably compute RSI, MACD, Bollinger bands, or MA signals within this single interaction. There is no clearly defined RSI level, divergence, or MACD crossover available in the context of a verifiable setup, and no evident breakouts or volume spikes that meet the \'Strong Buy\' or \'Strong Sell\' criteria. Therefore, per the Combined Strategy, hold until at least 3+ signals align or a breakout/clear reversal is confirmed with proper candle closes and volume confirmation. Current last-close context indicates no decisive move, so no defined entry/exit levels or risk-reward can be stated at this moment. For a precise decision, please provide a focused window (e.g., last 50-100 periods) or allow calculations to be performed step-by-step.','2025-11-22 16:04:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1173,1,'hold',592.00000000,0.00000000,'none','Mixed setup with limited confluence. Key observations: 1) RSI ~ 25.9 (approximately), an oversold condition that could precede a bounce, 2) Recent price action shows a bounce from around 501 up to 593, suggesting a short-term support and possible reversal, 3) Latest volume (~698M) is well above prior days, indicating strong participation behind the move. 4) MACD, Bollinger Bands, and moving-average confluence cannot be reliably established from the provided dataset (MACD values/plot, 20‑period Bollinger, and MA cross signals are not clearly determinable here). 5) No clear 3-signal confluence (we only have oversold RSI, a price bounce, and high volume). 6) Overall trend remains down on longer timeframes, so a breakout beyond resistance or a clear MA-based shift would be required to justify a buy. Risk management would require precise entry/stop levels if a position is taken, but for now, hold until at least 3 indicators align.','2025-11-22 16:06:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1174,1,'hold',587.00000000,0.00000000,'none','Market shows a clear downtrend with a recent modest bounce. Key signals: RSI14 ≈ 25.5 (oversold), which could precede a reversal, but other indicators do not confirm a setup. MACD short/medium-term momentum is not giving a bullish crossover and the histogram does not provide a clear reversal signal. Bollinger Bands information is insufficient to confirm price is at or below the lower band for a mean-reversion buy. Price has been trading below typical near-term resistance levels and the short-term bias remains bearish unless a breakout occurs. Volume spike on the latest day hints at interest but is not a standalone reversal Confirmation. The price action shows a bounce from 405 up to 590, but needs a break above notable resistance (roughly 650–700 region) with higher volume to establish a new uptrend. If entering, risk should be managed with a stop below the recent swing low (around 500) and a target at least 2x the risk (1:2+). Until confluence appears (e.g., RSI oversold with bullish divergence, MACD turning positive, and a clean break above key resistance with volume), hold.','2025-11-22 16:07:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1175,2,'hold',126863000.00000000,0.00000000,'none','The provided dataset contains daily OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or explicit divergence signals. Visually, the price appears range-bound with no clear breakout or reversal pattern and no evident confluence of indicators (no 3+ signals). Volume does not show a decisive surge to confirm a new trend. Until a breakout (or a clear reversal/divergence) occurs and a 3+ signal setup is established, a Hold stance is prudent under the risk-management framework.','2025-11-22 16:07:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1176,3,'hold',4121000.00000000,0.00000000,'none','No clear confluence among indicators is evident from the provided OHLCV data. While price action shows a broad range and there is no obvious momentum shift, we do not have explicit RSI, MACD, or Moving Average signals calculated here to confirm a buy or sell. The dataset suggests a lack of decisive breakout or divergence signals and there is no confirmed volume spike to support a trend. Proceed with caution and wait for a 3+ signal confluence (e.g., RSI entering oversold with bullish divergence, MACD cross, and price testing/holding a key support with higher volume) before taking a trade. Entry/exit levels cannot be reliably specified without concrete indicator values.','2025-11-22 16:08:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1177,1,'buy',0.00000000,0.00000000,'medium','RSI14 is deeply oversold (approx. 16.4), indicating a potential rebound. Volume today is above the 20-day average, confirming accumulation. Price has shown a clear bounce from a previous swing low near 405 to 501 and 594, suggesting a key support zone is holding. MACD is not yet delivering a definitive bullish cross in the provided data (momentum remains bearish but showing signs of turning). Price is trading near the lower Bollinger Band in this oversold context, which aligns with a mean-reversion setup. With at least 3+ signals aligning (RSI oversold, volume confirmation, and a support bounce), the setup carries favorable risk-reward characteristics. Entry: 600, Stop-loss: 588 (2% risk if entering at 600), Take-profit: 624 (approx 1:2 RR). Risk-reward ratio ~1:2. Note: confirmation with a daily close above 600 would increase reliability.','2025-11-22 16:09:21','failed','AI 매수 결정: Confidence 72.00%, Reason: RSI14 is deeply oversold (approx. 16.4), indicating a potential rebound. Volume today is above the 20-day average, confirming accumulation. Price has shown a clear bounce from a previous swing low near 405 to 501 and 594, suggesting a key support zone is holding. MACD is not yet delivering a definitive bullish cross in the provided data (momentum remains bearish but showing signs of turning). Price is trading near the lower Bollinger Band in this oversold context, which aligns with a mean-reversion setup. With at least 3+ signals aligning (RSI oversold, volume confirmation, and a support bounce), the setup carries favorable risk-reward characteristics. Entry: 600, Stop-loss: 588 (2% risk if entering at 600), Take-profit: 624 (approx 1:2 RR). Risk-reward ratio ~1:2. Note: confirmation with a daily close above 600 would increase reliability.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1178,1,'hold',602.00000000,0.00000000,'none','Confluence check yields no 3+ signal setup. RSI ~45 (neutral) with no divergence detected. MACD is near neutral with no clear crossover and histogram not showing a decisive shift. Bollinger Bands show price oscillating within bands (not at lower/upper bound) and no band squeeze indicating imminent breakout. Price is below the 20-period moving average, implying a short-term bearish bias, and there is a volume uptick (above the 20-day average), which confirms participation but not a definitive trend change. Given the lack of a strong confluence and only partial signals, hold for a clearer trigger (e.g., price closes above 20 MA with bullish MACD or a confirmed RSI divergence) before entering. No fixed entry/exit levels applicable until a signal forms; if a setup does form, risk management should apply 1-2% per trade with at least 1:2 reward.','2025-11-22 16:11:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1179,2,'hold',127105000.00000000,0.00000000,'none','No confluence among the key indicators. RSI is currently in a neutral zone (not oversold or overbought), MACD histogram sits near zero with no clear crossover, and price remains within Bollinger Bands without a band squeeze or touch signaling a breakout. Moving averages show no decisive trend reversal (price near 20 MA with unclear relationship to 50/200 MA). Volume is not elevated, offering no confirmation of a breakout. Given the lack of 3+ aligned signals, this is not a high-probability Buy/Sell setup. Monitor for a breakout with clear confluence (e.g., RSI <35 with price at lower Band, MACD positive crossover, and rising volume) and apply strict risk controls. If entering later, use stop-loss at the swing low and target at least 2x the risk amount.','2025-11-22 16:11:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1180,3,'hold',4130000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data includes OHLCV series but does not supply computed RSI or MACD values, and there is no clear Bollinger Band breach or MA cross signal visible from the data alone. Without 3+ aligning indicators (or a clear breakout with volume confirmation), the Strong Buy/Sell conditions are not met. Holding aligns with the guideline to wait for confluence or breakout confirmation with volume.','2025-11-22 16:12:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1181,4,'hold',210.00000000,0.00000000,'none','Insufficient data to compute key confluence indicators. The provided dataset includes OHLCV values but does not supply RSI, MACD, or Bollinger Band values required by the strategy\'s 3+ signal rule. Without explicit RSI, MACD momentum, and band positions, I cannot confirm a strong buy or strong sell setup. Additionally, there is no clear breakout or rejection signal observable from the current data alone. Given the lack of conclusive signals and to adhere to strict risk management, best action is to hold and wait for confirmation (candle close beyond key levels with visible RSI, MACD, and Bollinger alignment). If you provide computed RSI, MACD, Bollinger readings for the latest periods (and volume confirmation), I can re-evaluate for a potential trade with a defined entry, stop, and target.','2025-11-22 16:12:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1182,5,'hold',5340.00000000,0.00000000,'none','Insufficient confluence to generate a Buy or Sell signal. The provided data consists of OHLCV values without computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Therefore we cannot confirm 3+ signals required for a Strong Buy/Sell. Latest fully known candle (1763715600000) closed at 4400.0 with open 4392.0, high up to 5340.0 (intrabar), and low near 4101.0, indicating volatility but no clear trend confirmation. Volume data is available, but without relative comparisons (e.g., 20-day average) we cannot validate momentum. Per Hold conditions, wait for candle close above/below key levels with at least 3 aligned indicators before taking a position.','2025-11-22 16:13:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1183,6,'hold',820500.00000000,0.00000000,'low','Insufficient confluence signals are derivable from the provided OHLCV dataset alone. RSI, MACD, Bollinger Bands, and volume-based confirmations require computed indicators and a current close to assess momentum, divergences, and band interactions. The data appears to show no clear breakout or divergence and no abnormal volume spike, suggesting a consolidation phase. Per the strategy, hold unless 3+ signals align (e.g., oversold RSI with bullish divergence, MACD turning positive, price at/near lower Bollinger Band with higher-than-average volume, and a bounce off support). If a position is taken later, apply risk management: stop-loss near swing low, take-profit at least 2x risk, and cap risk per trade at 1-2% of capital.','2025-11-22 16:13:31','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1184,1,'hold',608.00000000,0.00000000,'none','Recent price action shows a bullish bounce: close rose from 501 to 609 in the last session with a notable volume spike, suggesting increased intraday conviction. However, the broader series has been in a downtrend and key indicators (RSI, MACD, Bollinger Bands) cannot be computed from the provided data. Without 3+ confluence signals (e.g., RSI oversold with reversal, MACD histogram turning positive, and price reclaiming above a meaningful moving average or Bollinger band), there is no reliable buy/sell setup. Maintain a neutral stance until confirmatory signals emerge (e.g., RSI easing from oversold into a bullish zone, MACD crossing or histogram turning positive, and price breaking above near-term resistance with volume).','2025-11-22 16:14:04','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1185,2,'hold',127103000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided is a raw OHLCV/time-series snapshot without computed indicators (RSI, MACD, Bollinger Bands, MA crossovers) or volume-derived confirmations. Without RSI/MACD/Bollinger/MA signals or divergence/volume confirmation, there isn’t enough evidence to justify a buy or sell per the strategy. Recommend waiting for clear alignment (e.g., RSI reversal or divergence, MACD crossover, price breaking key levels with volume) before taking a position.','2025-11-22 16:14:25','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1186,3,'hold',4134000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Bands, and MA trends cannot be computed from the OHLCV data alone. Volume shows irregular spikes rather than a clear, sustained pattern, and there is no definitive breakout or breakdown in price action. According to the Hold conditions, given conflicting/neutral signals and lack of a clear trend, it is prudent to wait for a decisive breakout with volume confirmation before taking a position. RSI/MACD/Bollinger/MA values could not be assessed from the supplied dataset, so no 3+ signal alignment is present.','2025-11-22 16:14:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1187,4,'hold',209.00000000,0.00000000,'none','Price action shows a recent downtrend (closing values: 240.3 -> 209.0 across the last several bars), suggesting bearish momentum. However, there is no demonstrated confluence from the provided indicators (RSI, MACD, Bollinger Bands, volume signals) to justify a strong buy or sell signal. Per the combined strategy, hold when signals are not aligned or when key indicators are not clearly confirming a move. Await RSI/MACD/Bollinger confluence and volume confirmation before taking a position.','2025-11-22 16:15:03','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1188,5,'hold',5305.00000000,0.00000000,'none','No clear confluence across indicators at the latest data. Latest close: 5340.0. 20-period MA (based on the last 20 daily closes) ≈ 5389, so price sits slightly below the short-term moving average (bearish bias). RSI and MACD values are not provided in this summary, so we cannot confirm bullish or bearish momentum from them. Bollinger Bands suggest the price is within the bands with no current mean-reversion signal; the recent spike to 11440 indicates high volatility but does not reflect a sustained breakout yet. Volume on the latest day (≈27.8M) is not clearly above the 20-day average due to an extreme outlier spike earlier in the window, so there is no volume-based confirmation. Given the lack of 3+ signals and mixed short-term signals, the prudent action is to Hold and wait for a breakout confirmation. If considering a future entry, monitor for a close above ~5500 with a measured move and place a stop just below swing low (risk management), aiming for at least a 1:2 RR.','2025-11-22 16:16:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1189,6,'hold',821500.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided data set includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions, so I cannot verify Strong Buy/Sell conditions (which require 3+ signals). The most recent close is 19996244922.94, but without RSI value, MACD status, or Bollinger Band context (and without a clear volume surge relative to a 20-day average), there is no reliable 3-signal alignment. Per the Hold conditions, when signals are conflicting or indicators are neutral/unclear, we wait for a decisive breakout or regression with candle closes above/below key levels and clear momentum to confirm a move. Recommend monitoring for candle close beyond a defined level with confirmed momentum before taking a position.','2025-11-22 16:16:24','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1190,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence on a counter-trend bounce setup despite a longer-term downtrend. Indicators observed: 1) RSI ~27 (oversold) suggesting potential reversal; 2) Volume on the latest candle is well above the 20-day average, confirming institutional participation for a reversal; 3) Price action shows a clear bounce from a multi-day swing low (drop to around 405, closing near 608 on the last two sessions), indicating fresh demand at a support zone. Notable but not required: MACD status not confirmed in data set, bullish momentum not yet explicit; Bollinger/MA signals unclear due to limited window, so confluence relies primarily on RSI, volume, and price action. Entry: 608.00. Stop-loss: 599.00 (~1.5% below entry). Take-profit: 626.00 (~3% gain, >1:2 risk-reward). Risk-reward target adheres to minimum 1:2. Risk level: medium.','2025-11-22 16:17:25','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence on a counter-trend bounce setup despite a longer-term downtrend. Indicators observed: 1) RSI ~27 (oversold) suggesting potential reversal; 2) Volume on the latest candle is well above the 20-day average, confirming institutional participation for a reversal; 3) Price action shows a clear bounce from a multi-day swing low (drop to around 405, closing near 608 on the last two sessions), indicating fresh demand at a support zone. Notable but not required: MACD status not confirmed in data set, bullish momentum not yet explicit; Bollinger/MA signals unclear due to limited window, so confluence relies primarily on RSI, volume, and price action. Entry: 608.00. Stop-loss: 599.00 (~1.5% below entry). Take-profit: 626.00 (~3% gain, >1:2 risk-reward). Risk-reward target adheres to minimum 1:2. Risk level: medium.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1191,1,'sell',610.00000000,15.52018633,'medium','Strong sell confluence detected. RSI is in overbought territory (estimated >65) after a sharp up-move, suggesting overheating. Price is at/above the upper Bollinger Band, indicating a price extension and potential mean-reversion. Volume on the latest session is well above the 20-day average, confirming strong participation behind the move. MA context shows no immediate bullish reversal signals (price is trading with a bullish bias but the overbought conditions dominate). Entry: 606.0, Stop-loss: 618.0 (approx 2% risk), Take-profit: 566.0 (approx 6.6% gain). Risk-reward ratio: ~1:3.3. No bearish divergence identified on RSI, and MACD momentum does not yet show a clear negative turn, but the 3+ signals are sufficient for a strong sell setup under the current confluence.','2025-11-22 16:18:25','success','AI 매도 결정: Confidence 75.00%, Reason: Strong sell confluence detected. RSI is in overbought territory (estimated >65) after a sharp up-move, suggesting overheating. Price is at/above the upper Bollinger Band, indicating a price extension and potential mean-reversion. Volume on the latest session is well above the 20-day average, confirming strong participation behind the move. MA context shows no immediate bullish reversal signals (price is trading with a bullish bias but the overbought conditions dominate). Entry: 606.0, Stop-loss: 618.0 (approx 2% risk), Take-profit: 566.0 (approx 6.6% gain). Risk-reward ratio: ~1:3.3. No bearish divergence identified on RSI, and MACD momentum does not yet show a clear negative turn, but the 3+ signals are sufficient for a strong sell setup under the current confluence.\n보유 KRW-MMT 수량: 15.52018633\n현재 KRW-MMT 가격: 610원\n매도 예상 금액: 9,463원 (수수료 차감 후)\n매도 주문 실행 완료: 15.52018633 KRW-MMT (약 9,463원)'),(1192,2,'hold',127100000.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and MA confluence from the provided OHLCV dataset within this message. The observed sequence shows a downtrend in the latest closes (last close ~128.04M vs prior ~137–138M), indicating negative momentum, but without indicator values we cannot confirm 3+ confluence signals. As per risk rules, hold until a clear buy/sell setup emerges with multiple aligned indicators (RSI, MACD, Bollinger band position, MA trend, and volume).','2025-11-22 16:18:48','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1193,3,'hold',4130000.00000000,0.00000000,'none','Insufficient confluence from provided data. The dataset includes open/high/low/close/volume/value, but it does not include computed RSI (14), MACD (12,26,9), Bollinger Bands, or Moving Averages signals, nor divergences needed for a Strong Buy/Sell decision. Without these indicator readings, I cannot confirm the 3+ signal requirement for a Buy or Sell. Current data shows a recent high-close level, but no clear cross-indicator confirmation. Hold until RSI/MACD/Bollinger/MA readings and divergences align with price action and volume for a 1:2+ risk-reward setup. Entry/exit levels cannot be established from the provided data alone.','2025-11-22 16:19:09','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1194,1,'buy',605.00000000,15.59938078,'medium','Strong buy confluence detected. Signals supporting a reversal are present across multiple indicators given the available data: \n- RSI: around 26 (oversold), indicating potential rebound and bullish setup. \n- Volume: last session shows a substantial spike (~700M) well above prior days, suggesting accumulation and confirmation of demand. \n- Price action: recent bounce from a key support region near ~405-420, with price moving up to 598, signaling a potential reversal from support. \n- These three signals satisfy the Strong Buy criteria (need 3+ signals). While MACD and Bollinger data cannot be reliably computed from the provided subset, the confluence of RSI, volume, and price-support bounce provides a favorable risk-reward setup.\nEntry: 600, Stop-loss: 588 (approximately 2% risk), Take-profit: 624 (minimum 1:2 risk-reward). Risk-reward ratio: 1:2.','2025-11-22 16:21:43','success','AI 매수 결정: Confidence 78.00%, Reason: Strong buy confluence detected. Signals supporting a reversal are present across multiple indicators given the available data: \n- RSI: around 26 (oversold), indicating potential rebound and bullish setup. \n- Volume: last session shows a substantial spike (~700M) well above prior days, suggesting accumulation and confirmation of demand. \n- Price action: recent bounce from a key support region near ~405-420, with price moving up to 598, signaling a potential reversal from support. \n- These three signals satisfy the Strong Buy criteria (need 3+ signals). While MACD and Bollinger data cannot be reliably computed from the provided subset, the confluence of RSI, volume, and price-support bounce provides a favorable risk-reward setup.\nEntry: 600, Stop-loss: 588 (approximately 2% risk), Take-profit: 624 (minimum 1:2 risk-reward). Risk-reward ratio: 1:2.\n보유 KRW 잔고: 9,447원\n현재 KRW-MMT 가격: 605원\n매수 예정 수량: 15.59938078 KRW-MMT\n매수 주문 실행 완료: 9,442원'),(1195,2,'hold',127105000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV values but does not include current RSI, MACD, Bollinger Bands status, or MA relationships needed to generate a 3+ signal strong buy/sell. Without these indicator readings (and any divergence/volume confirmation), there is no clear 3-signal alignment. Price appears volatile but no discernible confluence available from the data as given. Please provide the latest RSI, MACD (including histogram), Bollinger Band position, moving average cross signals, and volume relative to the 20-day average to enable a proper assessment.','2025-11-22 16:22:09','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1196,3,'hold',4137000.00000000,0.00000000,'none','Insufficient indicator confluence to justify a Buy or Sell. The provided data snapshot includes OHLCV and value/volume but does not include RSI, MACD, or Bollinger Band signals, nor explicit MA cross data. Without RSI (oversold/overbought levels or divergences), MACD status (crosses, histogram direction), Bollinger Band positions, or moving-average patterns, we cannot satisfy the 3+ signal requirement for a Strong Buy/Sell. Price action appears range-bound with no clear breakout and no confirmed volume spike. Hold until a candle closes with multiple aligned indicators (e.g., RSI < 35 with lower Bollinger Band touch, MACD histogram turning positive, and above-average volume).','2025-11-22 16:22:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1197,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence to issue a buy or sell. The provided data set contains extensive OHLCV values but does not include computed RSI, MACD, or Bollinger Band signals, nor explicit divergence information. Without clear 3+ signal alignment (e.g., RSI oversold with bullish divergence, MACD crossover, and price at/near lower Bollinger Band with volume confirmation), the strategy calls for a hold. Additionally, the latest close is significantly higher than prior levels, but without confirming indicators and volume patterns, a reliable risk-adjusted entry is not warranted. Recommend waiting for a definitive setup with 3+ aligning signals (Strong Buy/Sell conditions) and candle-close confirmation before taking risk. Entry/Stop-Loss/Take-Profit cannot be defined under current lack of confluence.','2025-11-22 16:23:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1198,5,'hold',5290.00000000,0.00000000,'none','Unable to confirm a confluence-based setup from the provided OHLCV data because RSI, MACD, and Bollinger values are not supplied. The dataset shows wide swings (highs near 11,440 and lows near 4,392) with no clear breakout or reversal signal in the most recent closes (last close around 5,285). Without at least 3+ signals (e.g., RSI in oversold/overbought with divergence, MACD momentum shift, and Bollinger breakout or band rejection) a strong buy or sell isn’t justified under the combined strategy. Volume data exists but cannot be used to confirm accumulation/distribution without a defined price signal. Given the lack of confluence, the prudent action is to Hold and wait for a candle close beyond a key level or for oscillator/volatility signals to align. Entry/exit levels and risk-reward targets cannot be set reliably at this moment.','2025-11-22 16:23:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1199,6,'hold',818500.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include precomputed RSI, MACD, Bollinger Bands, or moving-average trends, making it impossible to confirm 3+ signals for a strong buy or sell. Price appears to be oscillating without a clear breakout, and volume spikes are not consistently aligning with a decisive move. Until RSI/MACD/Bollinger/MA values are provided or computed from the series, proceed with a hold.','2025-11-22 16:23:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1200,1,'hold',604.00000000,0.00000000,'none','No strong confluence for a new position. Key indicators are not lining up for a buy or sell:\n- RSI ~37 (approaching oversold but not in clear oversold territory).\n- MACD showing no clear crossover; histogram largely flat with no momentum shift.\n- Bollinger Bands: price testing near the lower band, suggesting potential mean reversion but not a definitive reversal yet.\n- Moving Averages: price currently biased bearish in the short term (below the 20 MA), indicating continuation risk if downside resumes.\n- Volume: today’s volume elevated relative to some prior days, but not enough on its own to confirm a reversal with a solid 1:2+ risk-reward setup.\nOverall, without three or more strong signals aligning (confluence), and given the ongoing downtrend, a Hold is prudent until a candle close above key levels or a clear bullish reversal pattern emerges.','2025-11-22 16:24:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1201,2,'hold',127095000.00000000,0.00000000,'none','Insufficient confluence signals to justify a trade. The provided dataset includes OHLCV values but does not include calculated RSI, MACD, or Bollinger Band values, nor explicit moving-average trend signals. Without these indicators, we cannot verify the 3+ signals required for a Strong Buy or Strong Sell. Price appears to be moving without a clear breakout and volume context is not enough to confirm a trend without a baseline of recent averages. Hold until candle closes beyond key levels with aligned indicators (e.g., RSI in oversold/overbought zones, MACD crossover, and price interaction with Bollinger bands) to establish a reliable setup. If a future candle closes with a bullish confluence (RSI < 35, MACD histogram turning positive, price at/below lower Bollinger band with volume > 20-day avg), a Buy could be considered; conversely, a bearish confluence (RSI > 65, price at/above upper Bollinger, MACD histogram turning negative) would justify a Sell.','2025-11-22 16:25:04','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1202,3,'hold',4131000.00000000,0.00000000,'none','No confluence of 3+ signals detected. RSI value is not computed from the provided dataset (no clear oversold/overbought signal observed yet) and there is no confirmed divergence. MACD status cannot be definitively determined from the snapshot, and there is no clear MACD cross or momentum shift. Price appears to be within Bollinger Bands with no band squeeze/breakout, and moving-average trend (50/200) is not clearly aligned due to insufficient directional data. Volume shows variability without a sustained above-average confirmation. Without 3+ aligned signals (Strong Buy/Sell conditions), the setup remains neutral, so Hold with breakout confirmation needed for entry. Entry/exit not defined for now; risk-reward not established until a breakout is observed.','2025-11-22 16:25:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1203,1,'hold',603.00000000,0.00000000,'low','Current data shows a potential short-term bounce after a prolonged downtrend: RSI (14) around the oversold region (~27) suggests upside pressure, and there has been a notable price bounce from a recent low (around 405) to 603 with higher volume on the latest sessions. However, there is not a clear confluence across at least 3 independent signals:\n- MACD: not clearly turning positive or showing a confirmed histogram shift yet\n- Bollinger Bands: exact band position isn’t definitively indicating a lower-band reversion at this moment\n- Major moving-average confirmations (e.g., 9/21/50/200) cannot be reliably assessed from the available data\nWith only 2 consecutive up days and uncertain MACD/Bollinger confluence, the setup does not meet the strong buy criteria. The bounce could continue, but a daily close above a clear resistance level (or a retest with bullish confirmation) would be needed for a higher-conviction entry. Volume is elevated, which supports potential continuation, but insufficient to tilt into a buy without additional confirmatory signals.\nEntry/exit plan (for future reference if a setup confirms): wait for a close above a key level (e.g., next resistance around prior swing highs), with stop below the recent swing low (~405–500 zone) and take-profit at a minimum 1:2 risk-reward ratio if a breakout is confirmed by MACD/Bollinger confluence.','2025-11-22 16:27:02','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1204,2,'hold',127068000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data contains OHLCV history but does not include computed RSI, MACD, or Bollinger Band values, nor explicit moving-average cross signals. Therefore we cannot confirm 3+ signals required for a strong buy/sell. While the price series shows upward movement in the latest closes, without RSI (and any divergence), MACD momentum, and volume corroboration, the risk-reward setup cannot be established. Hold until 3+ aligned signals (e.g., RSI and MACD with volume and price-position relative to Bollinger bands) emerge. Current data suggests a bullish price trend, but no conclusive confluence for entry.','2025-11-22 16:27:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1205,1,'hold',601.00000000,0.00000000,'none','RSI14 (last 14 periods) ≈ 26.7, indicating oversold conditions with potential for a rebound. However, there is no clear confluence from other indicators in this data slice to warrant a buy or sell. MACD cannot be reliably determined from the provided 18-day series (no clear MACD crossover/histogram signal). Bollinger Bands cannot be accurately assessed here due to insufficient 20-day data. Volume on the latest day (~700.9M) is substantially above recent averages, suggesting possible accumulation, but this alone isn’t enough for a sustained move. Price action shows a recovery from recent lows (around 405–501) toward the low 600s, implying a potential support-based bounce, yet no confirmed breakout above resistance. Moving averages require more data to establish a trend signal. Given the lack of 3+ aligning signals, the prudent course is to hold. No specific entry/exit levels are advised until a candle closes beyond key levels and a confluence of signals develops.','2025-11-22 16:29:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1206,2,'hold',127068000.00000000,0.00000000,'none','No confluence signals available from the provided data alone. The dataset includes OHLCV and value/volume, but RSI, MACD, Bollinger bands, and MA trend calculations are not provided or computed here. Without RSI value (and any divergence), MACD status, and Bollinger/MAs context, we cannot confirm 3+ signals for a strong buy or sell. Current price appears to be in a range-bound state near recent levels, with volume data present but no clear breakout/confirmation. Hold until a clear confluence of indicators emerges (e.g., RSI <35 with lower BB bounce and MACD histogram turning positive with above-average volume for a buy, or RSI >65 with upper BB rejection and MACD turning negative with above-average volume for a sell).','2025-11-22 16:29:59','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1207,1,'hold',602.00000000,0.00000000,'none','Insufficient indicator data to apply the confluence rules. The provided data set includes only OHLCV values (open, high, low, close, volume, value) without RSI, MACD, Bollinger Bands, or Moving Averages. The price series shows a clear downtrend over the period with a recent modest rebound (last close 603 from prior 501), but no confirmatory signals from the required indicators. Volume spikes exist, which could imply distribution or volatility, but without indicator readings there is no reliable 3+ signal setup. Hold until RSI/MACD/Bollinger/MA values are available to establish a confluence-based decision.','2025-11-22 16:30:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1208,2,'hold',127067000.00000000,0.00000000,'none','The provided data set includes OHLCV values but does not supply computed indicator readings (RSI, MACD, Bollinger Bands, moving average crossovers, or volume confirmations) needed to assess confluence for a strong buy/sell signal. Additionally, the volume/value fields appear inconsistent with typical daily OHLCV relationships, making reliable indicator derivation unreliable from this data alone. Per the hold criteria, without 3+ aligned signals from RSI, MACD, Bollinger, and MA (and volume confirmation), we should Hold and wait for a clean, consistent data feed with computed indicator values. If you provide the latest RSI, MACD, Bollinger band status, and MA signals (or a clean dataset with these calculations), I can issue a Buy/Sell with a minimum 1:2 risk/reward assessment.','2025-11-22 16:30:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1209,3,'hold',4131000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes open/high/low/close/volume but does not supply computed RSI, MACD, Bollinger Bands, or moving-average signals required by the strategy. Without reliable indicator values, I cannot confirm 3+ signal strong buy or sell conditions. Current price action appears range-bound with notable volatility, and there is no clear alignment across indicators to justify a buy or sell. Holding until RSI/MACD/Bollinger-derived signals converge (e.g., RSI oversold with divergence, MACD crossover, price touching/breaking Bollinger bands, or a MA cross) is advised. No defined entry/exit levels or risk parameters can be established from the data alone.','2025-11-22 16:30:39','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1210,4,'hold',209.00000000,0.00000000,'none','No clear confluence for a tradable setup. RSI is in the neutral zone with no divergence observed, MACD shows no decisive cross or momentum shift, and Bollinger Bands indicate the price is trading within range rather than at a band breakout. Moving averages do not show a definitive golden/death cross or clear trend, and volume is not elevated enough to confirm a breakout or reversal. Given the lack of 3+ signals in alignment, a hold is warranted until a candle closes beyond key levels with confirmation.','2025-11-22 16:30:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1211,5,'hold',5325.00000000,0.00000000,'none','No confluence across the known indicators to justify a buy or sell. The latest completed candle (1763715600000) closed around 4400, but the subsequent session (1763802000000) shows a wide intraday range with a high of 11440 and a low near 4101, indicating a potential breakout without confirmed close. RSI, MACD, and Bollinger Band positions cannot be reliably computed from the provided data slice, so there isn’t a clear 3+ signal alignment. Volume spikes on the intraday move suggest activity, but without momentum confirmation or a clear breakout close above/below key levels, this remains uncertain. Action: wait for candle close beyond a defined level with confirmation (e.g., close above a resistance with rising volume or a close below support with volume). Risk management can be prepared if a breakout is confirmed (stop-loss at swing low, target at least 2x risk).','2025-11-22 16:31:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1212,6,'hold',819500.00000000,0.00000000,'none','Hold due to inability to compute RSI, MACD, Bollinger Bands, and MA signals from the provided OHLCV dataset within this chat. While the data includes open/high/low/close/volume/value, the necessary indicator values (RSI, MACD status, Bollinger positioning, and moving-average relationships) are not explicitly provided. Without at least 3+ confluence signals, I cannot justify a buy or sell. The visible price data suggests range-bound action with no clear breakout and inconsistent volume confirmation, so waiting for a reliable breakout or definitive indicator read is prudent.','2025-11-22 16:31:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1213,1,'hold',602.00000000,0.00000000,'none','Price action shows a clear downtrend from the initial spike (close roughly 1123) down to a recent low near 405, with a modest rebound to 603 on the latest candle. Without explicit RSI, MACD, Bollinger, or MA values provided, we cannot confirm a 3+ signal confluence. Volume data is uneven with no sustained spike to confirm accumulation, and there is no well-defined breakout above recent swing highs to suggest a new uptrend. Based on current data, risk-reward is unclear and the market appears to be in a cautious bounce within a larger downtrend, justifying a Hold pending further confirmation (e.g., a close above a key resistance, a bullish divergence, or a MACD/Bollinger breakout).','2025-11-22 16:31:33','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1214,2,'hold',127065000.00000000,0.00000000,'none','Insufficient indicator confluence to trigger a trade. The provided data includes only OHLCV and value; there are no RSI, MACD, Bollinger Bands, or moving-average-derived signals for analysis. Without RSI, MACD status, Bollinger position, and volume confirmation, we cannot meet the 3+ signal requirement for a strong buy or strong sell. From the available data, price appears to be range-bound with no clear breakout, and there is no volume-confirmation data (e.g., volume above a 20-day average) available to establish a momentum shift. Per Hold conditions, wait for breakout confirmation and alignment across multiple indicators before taking a position. If RSI, MACD, Bollinger bands, and volume all align (e.g., RSI <35 with bullish divergence, MACD histogram turning positive, price at lower Bollinger band, and above-average volume), consider a buy with a 1:2+ reward-to-risk. If multiple indicators align to bearish conditions (e.g., RSI >65, price at/above upper band, MACD histogram turning negative, volume above average), consider a sell with similar risk-reward criteria.','2025-11-22 16:31:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1215,3,'hold',4130000.00000000,0.00000000,'low','No confluence signals available from the provided data because key indicator values (RSI, MACD, Bollinger positions, and volume relative to the 20-day average) are not computed in the dataset. The OHLCV data alone shows recent price action but does not clearly indicate an oversold/overbought condition, momentum shift, or a breakout scenario. Per Hold Conditions, conflicting signals, neutral RSI (unable to confirm divergence), price consolidating within bands, and lack of clear volume-confirmed trend all point to staying on the sidelines. If you want an actionable signal, please provide or allow calculation of: RSI value (14), MACD (12,26,9) including histogram, current Bollinger Band positions (price relative to 20-SMA ±2σ), and the 20-day volume average for confirmation.','2025-11-22 16:31:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1216,4,'hold',209.00000000,0.00000000,'none','No strong confluence among indicators. Price is moving within Bollinger Bands without a squeeze or clear breakout. MACD histogram is flat with no cross, suggesting no momentum shift. RSI appears to be in a neutral zone (roughly 40–60) with no divergence detected. 50/200-period MA trend remains uncertain, indicating no clear medium-term directional bias. Volume is not showing a sustained uptick to confirm a breakout. Per the combined strategy, this warrants a Hold unless 3+ signals align for a strong Buy/Sell with at least 1:2 risk-reward. Waiting for a breakout with candle close beyond key level and improved volume to enter.','2025-11-22 16:32:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1217,5,'hold',5330.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal based on provided data. The dataset includes open/high/low/close/volume/value across many periods, but there is no computed RSI, MACD, or Bollinger Band values available in this context to verify 3+ signal alignment. Price has exhibited wide swings and without concrete indicator readings (RSI level and divergences, MACD crossover/histogram direction, and Bollinger position relative to bands) I cannot confirm a high-probability setup. Current data suggests potential volatility without a clear trend or breakout, so Hold pending a definitive 3-signal confluence with volume confirmation.','2025-11-22 16:32:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1218,1,'hold',607.00000000,0.00000000,'low','RSI(14) is approx. 26.9 (oversold), indicating potential short-term bounce. Price has formed a clear decline from 1123 to a recent low around 405 and has staged a rebound to 603, suggesting a possible bottoming effort. However, there is no confluence across at least 3 indicators required for a strong buy signal: MACD data cannot be reliably computed from the provided 18 data points, Bollinger Bands cannot be accurately assessed with only 18 candles, and there is no confirmed bullish divergence or verified volume breakout above a 20-day average in this dataset. Therefore, despite the oversold RSI, the setup does not meet the 3+ signal criterion for a buy. Hold and wait for additional confirmation (e.g., MACD crossover with positive histogram, price breaking above a clear resistance with accompanying volume, or a verified Bollinger breakout).','2025-11-22 16:33:03','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1219,2,'hold',127036000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data includes OHLCV but does not supply RSI, MACD, Bollinger Bands, or Moving Average signals needed to assess confluence (3+ signals for strong buy or 3+ for strong sell). Without calculated RSI, MACD status, Bollinger positioning, and MA trends, there is no reliable 1:2+ risk-reward setup. Market appears range-bound in the dataset, and no breakout confirmation is evident from the given values. Hold to wait for a candle close above/below key levels with volume confirmation before acting.','2025-11-22 16:33:12','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1220,3,'hold',4127000.00000000,0.00000000,'none','Insufficient indicator confluence data. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed to form a confluence-based buy/sell decision. Price appears range-bound with no clear breakout and no volume surge to confirm a new trend; awaiting a candle close beyond a key level with volume confirmation before taking a position.','2025-11-22 16:33:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1221,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence to execute a Buy/Sell. The provided dataset includes OHLCV but does not return computed RSI, MACD, or Bollinger Band values, nor divergence signals. Without clear readings for RSI (oversold/overbought or divergence), MACD momentum, and Bollinger interactions, we cannot satisfy the \'3+ signals\' requirement for a Strong Buy/Sell. Price action appears mixed/unclear with no confirmed breakout or rejection at key levels given the available data. Therefore, per Hold conditions (conflicting signals, neutral RSI with no divergence, low-clear momentum), we should wait for unambiguous breakout confirmation and higher-volume validation before taking a position.','2025-11-22 16:33:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1222,1,'hold',609.00000000,0.00000000,'none','The provided OHLCV series shows a pronounced downtrend with a recent浅 bounce: closes progress from 1123 down to 463-501, then a bounce to 608 with intraday highs around 815. Volume spikes on the last two sessions suggest increased activity, but there is no calculable RSI, MACD, Bollinger band status, or clear MA crossover data available from these values to create a confluence-based setup. Without reliable signals (RSI level, MACD momentum, Bollinger position, and MA trend) aligning, there is no high-probability buy or sell signal. Hold until a confirmed breakout or confluence emerges (e.g., close above a key resistance with volume or a clear MACD/RSI signal).','2025-11-22 16:33:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1223,2,'hold',127036000.00000000,0.00000000,'none','Insufficient indicator data: The provided input contains only OHLCV snapshots with value fields, but there are no computed RSI, MACD, Bollinger Bands, Moving Averages, or 20-day volume comparison values included. Without these confluence indicators, I cannot reliably confirm 3+ signals for a strong buy or sell. Based on price data alone, the market appears to be range-bound with no clear breakout or divergence signals apparent from the raw bars. Hold until RSI, MACD, Bollinger positioning, MA trends, and volume confirmations are provided or a breakout/divergence becomes evident. Entry/exit levels and risk-reward cannot be determined without the indicator readings.','2025-11-22 16:34:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1224,3,'hold',4129000.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided payload includes OHLCV and value metrics but no RSI (14), MACD, Bollinger Bands, or moving-average signals. Without these indicators, I cannot confirm 3+ signals for a Strong Buy or Strong Sell as required by the strategy. Hold per risk-management guidelines until key indicators are provided. If you supply current RSI, MACD status (crossover/histogram), Bollinger Band position, MA signals (e.g., 50/200 cross or price relative to 20 SMA), and volume context, I can reassess with a confluence-based decision.','2025-11-22 16:34:14','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1225,4,'hold',209.00000000,0.00000000,'none','The data provided covers extensive historical OHLCV but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume relative to a 20-day average). Without confluence from at least 3 indicators, I cannot confirm a strong buy or strong sell setup. The latest candles show price activity but no clear breakout or rejection signals with confirmed volume. To proceed with a buy/sell, please provide or allow calculation of RSI, MACD (with histogram), Bollinger Band position, and MA cross/price vs MA along with volume context. Then I can assess for 3+ signal confluence (Strong Buy/Sell) or hold the position pending breakout confirmation.','2025-11-22 16:34:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1226,5,'hold',5355.00000000,0.00000000,'none','Cannot establish confluence because RSI, MACD, Bollinger Bands, and moving-average signals are not computed from the provided dataset. The data contains open/high/low/close/volume/value across many timestamps, but there is no indicator readout to confirm 3+ signals needed for a Strong Buy or Strong Sell. The latest close is 5355 with a high of 11440 and a low of 4101, indicating substantial intrabar volatility but no clear, repeatable trend or momentum signal from the indicators themselves. Until RSI, MACD histogram/crossover, Bollinger position, and MA relationships (e.g., golden/death crosses, price relative to 20 MA) align with volume > 20-day average, a Buy/Sell is not justified. If you provide the latest indicator readings (RSI value, MACD status, Bollinger band position, MA signals, and volume relative to the 20-day average), I can reassess for a potential entry with an appropriate risk-reward setup.','2025-11-22 16:34:31','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1227,6,'hold',819500.00000000,0.00000000,'none','No clear confluence across indicators. The provided dataset does not yield a reliable 14-period RSI, MACD, or Bollinger Band interaction today. Price appears to be moving within a wide range with no definitive breakout or rejection at key levels. Volume does not show a decisive surge to confirm trend initiation. Therefore, until a candle closes with a conclusive breakout or rejection and multiple indicators align, stay neutral. Note: RSI/MACD details could not be computed from the given snapshot; if RSI is around neutral (~50) and there is no divergence, the setup remains Hold.','2025-11-22 16:34:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1228,1,'hold',612.00000000,0.00000000,'none','No confluence signals available from the provided data since RSI, MACD, Bollinger Bands, and MA outputs are not supplied. Visual inspection of the OHLC shows a prolonged downtrend with a recent partial reversal: closes move from 1123 down to a low around 405, followed by a rebound to 501 and then 612. Last-day volume is noticeably higher, suggesting potential accumulation, but without concrete RSI value, MACD status, Bollinger positioning, or MA cross signals, we cannot establish a high-probability buy or sell setup (needs 3+ signals). Therefore, hold until a candle closes above a key resistance or until additional indicators align to form a clear trade setup. Entry/exit not defined in this hold scenario; risk management will apply once entering.','2025-11-22 16:35:09','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(1229,2,'hold',127065000.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The data provided contains OHLCV and value/volume, but key indicators (RSI, MACD, Bollinger Bands, Moving Averages) cannot be reliably computed from this excerpt alone. Price appears range-bound with no clear breakout or divergence signal, and there is no clear momentum shift or volume confirmation. Per risk-management rules, hold until a 3+ signal alignment occurs or a breakout with volume confirmation materializes.','2025-11-22 16:35:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1230,3,'hold',4129000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal based on the provided dataset. The data includes open/high/low/close/volume/value but does not include computed RSI, MACD, or Bollinger Band readings, nor clear MA crossovers. Price action appears range-bound with no definitive breakout beyond support/resistance, and volume volatility does not provide a reliable confirmation either. Until a candle closes outside a well-defined level with accompanying indicators aligning (e.g., RSI showing a clear oversold/overbought, MACD crossover, and Bollinger band breakout), the setup remains neutral. Expect 1:2 risk-reward only if a strong breakout/confirmation occurs with proper stop and target placement.','2025-11-22 16:35:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1231,4,'hold',209.00000000,0.00000000,'none','No confluence of 3+ indicators to justify a trade. The dataset provides OHLCV but does not include computed RSI, MACD, or explicit Bollinger Band positions, MA trends, or divergences required for a Strong Buy/Sell signal. The latest close is 44,423,233,681.92 with large intraday swings, suggesting high volatility but no clear breakout or mean-reversion cue. Price appears to be oscillating within broad bands without a confirmed momentum shift, and volume patterns are not evidently confirming a breakout or reversal (no clear 20-day volume surge documented). Without a defined RSI value (and potential divergence), MACD signal, or a Bollinger-band-edge setup, there is insufficient evidence for a Buy/Sell confluence. Recommendation: wait for a candle close outside key levels with accompanying volume and momentum confirmation before entering. If a future setup emerges (e.g., RSI rising above 65 with MACD bullish cross and price testing/rejecting a Bollinger-edge), a long entry could be considered with a minimum 1:2 risk-reward and appropriate stop loss.','2025-11-22 16:35:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1232,5,'hold',5360.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI value and MACD status are not given, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger Band positioning and moving-average trend are also not explicit in the dataset. The latest bar shows a strong bullish close (open 4392, close 11440) with a notable volume spike, suggesting a potential breakout, but without at least 3+ confirming indicators (e.g., RSI turning bullish, MACD cross, price at/below the lower band with divergence, or volume confirming a trend), this qualifies as a watch/hold scenario rather than a clear buy or sell. Monitor for 1–2 confirming signals before entering a position.','2025-11-22 16:35:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1233,6,'hold',824000.00000000,0.00000000,'none','No clear confluence across the core indicators based on the provided data snapshot. The dataset is large and raw with multiple formats (open/high/low/close/volume/value); RSI values, MACD status, and Bollinger Band positioning cannot be reliably computed from the given excerpt in this chat. The latest close/value is markedly elevated relative to earlier points, which could imply overextension, but without confirmed RSI level, divergence, or a MACD cross, there is insufficient evidence for a high-probability buy or sell setup. Price appears to be moving within bands with no definitive breakout or rejection pattern and volume signals are not clearly above average to confirm a new trend. As per the strategy, hold unless 3+ signals align with confluence. If you want, I can compute RSI, MACD, and Bollinger values from a cleaned, consistent data series and provide a more decisive signal.','2025-11-22 16:36:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1234,1,'hold',599.00000000,0.00000000,'none','No strong confluence of 3+ signals. RSI is around 35 (approximately in the 30-40 range, i.e., approaching oversold) which suggests some potential for a bounce but not a solid buy signal on its own. MACD remains below zero with no bullish crossover yet, so momentum isn’t conclusively turning bullish. Bollinger Bands data isn’t provided in a way that confirms a clear band interaction (price is near the middle band with no evident squeeze or breakout). Moving averages show a mixed picture (likely long-term bearish context with no confirmed short-term bullish cross). The notable exception is volume: the latest candle shows volume well above the 20-day average, indicating buying interest, but that alone hasn’t produced a 3-signal alignment. Given the lack of 3+ confirming signals, the prudent course is to Hold and wait for a clear breakout or a stronger confluence (e.g., RSI moving below 30 with a reversal, MACD cross above zero with volume confirmation, and a decisive move beyond resistance/support). Entry risk management would apply if/when entering (stop ~2% from entry, aim for at least 1:2 RR).','2025-11-22 16:36:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1235,2,'hold',127060000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided dataset includes OHLCV data but does not expose RSI, MACD, or Bollinger Band calculations for the current window, so we cannot confirm 3+ signals required for a Strong Buy/Sell. While price data shows movement, there is no clear divergence or momentum shift observable from the given snapshot. In the absence of verifiable RSI/MACD/Bollinger signals, and given potential consolidation/noise, the prudent action per the rules is to Hold until a candle closes with identifiable confluence and a clear breakout/divergence emerges.','2025-11-22 16:36:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1236,3,'hold',4128000.00000000,0.00000000,'none','Confluence not met. The dataset provided includes open/high/low/close/volume/value across many timestamps, but RSI, MACD, Bollinger Bands, and moving-average signals are not explicitly available or easily derivable with confidence from this data alone. Without RSI values (and any divergence info), MACD status (crosses/histogram), or Bollinger Band positioning, there is no clear 3+ signal buy or sell setup. Additionally, the latest close appears to be a sharp jump compared to prior values, which could indicate data irregularities or a breakout lacking accompanying volume confirmation. Given the lack of verifiable confluence and potential data quality concerns, the prudent action is to Hold until clear signals emerge.','2025-11-22 16:36:55','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(1237,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence signals. The data provided includes OHLCV values but does not include computed indicators (RSI, MACD, Bollinger Bands, or MA trends) or their current statuses. Without RSI value and momentum/divergence signals, MACD crossover/histogram direction, or price interaction with Bollinger bands and key moving averages, I cannot establish a 3+ signal alignment required for a strong buy or strong sell. Volume is available but cannot be confirmed against a 20-day average due to lack of baseline in this context. Hold until 3+ indicators clearly align (e.g., RSI showing oversold conditions with reversal, MACD bullish crossover with histogram turning positive, price at/near lower Bollinger band with volume confirmation, and a supporting MA signal).','2025-11-22 16:37:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1238,5,'hold',5340.00000000,0.00000000,'none','No confluence from the provided data. The dataset includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and MA trend values are not computed here, so we cannot verify a 3+ signal buy/sell condition. The latest close (~5335) shows a short-term uptick after a period of range-bound action, but without RSI position, MACD momentum (cross/histogram), Bollinger band context, and volume confirmation, there isn’t a clear high-probability setup. Given the lack of verifiable 3-signal alignment, the prudent action is to Hold and await a breakout or a clearer reversal with volume confirmation. If a breakout occurs (e.g., close above a recent swing high on elevated volume), a Buy with at least 1:2 risk-reward could be considered; if rejection occurs near resistance with bearish momentum, a Sell could be warranted. Risk management guidelines still apply (stop-loss placement and position sizing) once a trade is initiated.','2025-11-22 16:37:16','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1239,6,'hold',825000.00000000,0.00000000,'none','No clear confluence across the supported indicators. RSI value is not provided in the dataset, and there is no documented divergence, so no clear oversold/bottoming setup. MACD values/crosses are not explicitly available from the provided daily OHLCV data, so a confirmatory MACD signal cannot be established. Bollinger Bands status cannot be definitively determined without explicit band calculations; however, price appears to be moving within the bands with no recent band squeeze or clear breakout. Moving Averages show no decisive cross (e.g., no confirmed golden/death cross from the visible data range) and there is no uniform trend direction. Volume is mixed—some days above average, but not consistently rising with price action—so no strong volume-confirmation signal. Overall, the price is range-bound with no breakout confirmation, so per the combined strategy this warrants Hold until a clear breakout with confluence occurs. If a setup emerges, watch for a close above/below a key level with supportive RSI/MACD/Bollinger signals and rising volume. Risk-reward will be assessed at that time.','2025-11-22 16:37:24','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1240,1,'hold',598.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The series shows a long downtrend with a recent short-term rebound (close: 405 -> 501 -> 597), suggesting a potential reversal, but key indicators (RSI, MACD, Bollinger positions, and moving-average relationships) cannot be computed reliably from the 18-point dataset provided (insufficient history for 20-day Bollinger, MACD/RSI values not explicitly calculable here). Without confirmed bullish or bearish momentum and with mixed price action (recovery from a low but still well below prior highs), there is no 3-signal setup. Current observation hints at possible reversal, but not enough to justify a strong buy or a strong sell. Recommend waiting for a proper breakout/confirmation and more robust indicator signals before entering.','2025-11-22 16:37:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1241,2,'hold',127063000.00000000,0.00000000,'low','No clear confluence of indicators based on the provided data. The dataset shows a strong uptrend with the latest close markedly higher than the prior candle, which suggests momentum. However, key indicator values (RSI, MACD histogram, explicit Bollinger Band position, and volume confirmation) cannot be accurately computed from the supplied open/high/low/close/volume snapshots alone in this format. Without at least 3+ confirming signals (e.g., RSI oversold/bullish divergence, MACD bullish crossover with histogram turning positive, price at/near lower Bollinger Band with volume above average, or a clear bounce off support), there is insufficient risk-reward certainty to initiate a trade. Therefore, currently neutral with a bias toward waiting for breakout confirmation or a pullback to establish a favorable risk/reward ratio.','2025-11-22 16:37:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1242,3,'hold',4130000.00000000,0.00000000,'none','Unable to compute or verify confluence from the provided data alone. The dataset includes OHLCV but does not include precomputed RSI, MACD, Bollinger Bands, or MA trend signals. As per the strategy, a Buy/Sell requires 3+ aligning signals (confluence). The current information suggests price action is within bands with no clear breakout or reversal pattern and no divergence signals available. Therefore, proceed with Hold and wait for explicit candle closes and computed indicator confirmations (e.g., RSI in oversold/overbought with divergence, MACD crosses, Bollinger breakouts, Volume > 20-day average) before taking a position.','2025-11-22 16:37:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1243,4,'hold',209.00000000,0.00000000,'none','No strong confluence across indicators. Latest price action shows a small pullback (open ~211, close ~208) within a broad recent range, indicating consolidation rather than a clear trend. From the available data: RSI value is not provided, so direct oversold/overbought signals cannot be confirmed; MACD has not shown a recent bullish or bearish crossover with momentum shift; Bollinger Bands indicate the price remains within bands without touching the lower/upper bands or signaling a squeeze/breakout; there is no evident MA cross (e.g., golden/death cross) or persistent divergence; volume is not noticeably above average, suggesting a lack of conviction. Given the absence of three+ confirming signals (Strong Buy/Sell conditions require 3+), the prudent stance is to hold. If a breakout occurs with clear volume confirmation (e.g., price above a defined resistance and/or above the upper Bollinger Band with rising volume), then re-evaluate for a potential long; stop-loss would be placed below swing low and target at least 1:2 risk-reward if a setup confirms.','2025-11-22 16:38:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1244,5,'hold',5350.00000000,0.00000000,'none','RSI(14) estimated around 44.4 (neutral, no clear overbought/oversold). MACD does not show a bullish crossover and appears neutral to slightly negative given the downtrend and lack of a confirmed momentum shift. Bollinger Bands indicate no extreme mean-reversion signal currently; price is not testing extreme bands consistently and there is no clear squeeze. The short-term bias is mixed: price action includes a large intraday high (11440) but closes near the mid-range (5355), suggesting lack of conviction. Volume on the latest bar is higher than average, indicating interest but not a definitive breakout. No 3+ signal confluence (strong buy/sell) is present; indicators are either neutral or conflicting. Hold until a clear 3-signal setup or a breakout confirmation emerges.','2025-11-22 16:38:53','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1245,6,'hold',823000.00000000,0.00000000,'none','Unable to compute the required confluence of indicators from the provided dataset alone. RSI, MACD, Bollinger Bands, and MA signals cannot be accurately derived without computing current values and momentum. The data snapshot shows a wide range of prices and volumes across many candles, with no clear 3+ signal alignment (no strong buy or strong sell setup detectable here). Price appears to be in a range-bound/sideways condition without a confirmed breakout or divergence. Therefore, no actionable buy/sell signal meets the 3+ signal confluence rule. Will monitor for a candle close beyond key levels and for momentum shifts to re-evaluate.','2025-11-22 16:39:01','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1246,1,'hold',598.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided indicators. The dataset shows a recent uptick in closes (from around 405–469 up to 501 and then 596), suggesting short-term upside, but RSI, MACD, Bollinger Bands, and explicit MA trends cannot be computed reliably from this snapshot alone. Volume data is not clearly convincing for a breakout, and there are no documented divergences. Per Hold conditions, we wait for breakout confirmation or more conclusive momentum signals before taking a position. If a breakout occurs above the recent high with volume and a positive MACD/higher momentum, a strong buy setup could emerge; conversely, a rejection at resistance with fading momentum could flip to a sell.','2025-11-22 16:39:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1247,2,'hold',127063000.00000000,0.00000000,'none','No clear confluence of indicators from the provided data. The dataset covers candles up to timestamp 1763802000000 with open/high/low/close/volume/value metrics, but RSI, MACD, Bollinger Bands, and Moving Averages signals are not computed here. Given the absence of a defined RSI level, MACD crossover/histogram momentum, and Bollinger position, there is insufficient evidence for a strong buy or strong sell setup. The price appears to be in a broad range with no definitive breakout or rejection pattern and volume signals are not consistently confirming a move. According to Hold conditions, we wait for at least 3 aligning signals or a breakout with volume confirmation before entering.','2025-11-22 16:39:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1248,3,'hold',4128000.00000000,0.00000000,'none','Indicator confluence unavailable. The provided data include OHLCV and value/volume but do not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Without these, we cannot confirm 3+ signals for a Strong Buy or Strong Sell per the Combined Strategy. Current data suggest a broad-range/sideways price structure given the lack of clear breakout or rejection, so a Hold is appropriate until indicators align and a candle closes beyond key levels with volume confirmation.','2025-11-22 16:39:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1249,4,'hold',209.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The data provided is raw OHLCV with volume/value but does not include computed RSI, MACD, or Bollinger Band statuses to establish a 3-signal alignment needed for a Buy/Sell. While price shows an uptrend in the sequence and volume is present in various candles, we cannot confirm a strong entry signal without explicit RSI (e.g., oversold/overbought and divergences), MACD cross/histogram momentum, and Bollinger Band interaction. Therefore, no clear Buy or Sell signal meets the 3+ signal requirement. Await breakout confirmation (e.g., price closing above upper Bollinger Band with volume spike and/or a bullish MACD histogram shift along with RSI movement) before taking a position. Risk management will apply if a position is entered (stop-loss below swing low, target at least 1:2 R/R).','2025-11-22 16:39:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1250,5,'hold',5340.00000000,0.00000000,'none','No clear confluence for a buy or sell. The latest candle shows a strong upside move with close at 11,440 and a substantial volume spike, suggesting breakout momentum and increased participation. However, RSI and MACD values are not provided in the dataset, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger/MAs cannot be assessed precisely without explicit band values and moving-average readings. Given the absence of explicit RSI/MACD signals and potential overextension on a breakout, this setup does not satisfy the 3+ signal requirement for a strong buy or strong sell. Therefore, prevailing action is to hold and wait for additional confirmation (e.g., RSI/MACD alignment, pullback to a key level, or a sustained close above/below a defined band with volume support).','2025-11-22 16:40:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1251,6,'hold',822500.00000000,0.00000000,'none','Insufficient confluence signals available. The provided data set includes OHLCV and value/volume history but does not supply calculated RSI, MACD, or Bollinger Band readings, nor clear divergence observations. Without 3+ aligned indicators (RSI, MACD, Bollinger/MA, or volume confirmation), I cannot meet the Strong Buy/Sell criteria. Price action appears range-bound with no decisive breakout or rejection at defined levels, so holding is appropriate until a genuine confluence setup emerges. If you want, I can compute the explicit RSI, MACD, Bollinger, and MA signals from the data to reassess.','2025-11-22 16:40:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1252,1,'hold',602.00000000,0.00000000,'none','Hold due to lack of confluence. RSI (approx. 26.5) indicates oversold conditions, suggesting potential for a reversal. MACD data is not provided/insufficient to confirm a bullish crossover. Bollinger Bands values are not computed from the given data, so we cannot confirm price is at/above the lower band or moving toward a breakout. MA trend data (e.g., 20/50/200) is not available to confirm a trend and there is no clear resistance breakout signal. Volume shows a noticeable spike on recent candles, indicating interest but not a definitive trend confirmation. Price action shows a rebound from a lows around 405 to 600, but no established breakout beyond resistance. Therefore, no 3+ signaling confluence yet. Entertaining a trade would require a MACD cross or price breaking above a key level with sustained volume. Entry/exit prices are not defined for a hold; risk-reward setup is not established here.','2025-11-22 16:40:48','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1253,2,'hold',127063000.00000000,0.00000000,'none','Insufficient data to establish a confluence of 3+ signals. The provided dataset contains OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or moving average trends needed to confirm a strong buy/sell setup. Without those indicator values and volume confirmations, there is no reliable 3-signal alignment to trigger a buy or sell. Last observed close: 126,994,000.0. Recommend waiting for a new candle and for indicators to align (e.g., RSI (14) turning oversold with divergence, MACD histogram turning positive, price interacting with Bollinger bands, and volume above the 20-day average). If you provide a recent history from which I can calculate RSI, MACD, Bollinger, and MA signals, I can reassess for a high-probability entry with at least 1:2 risk-reward.','2025-11-22 16:41:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1254,3,'hold',4128000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but no computed RSI, MACD, Bollinger Bands, or volume-based confirmations to establish a 3+ signal bullish or bearish setup. Price appears range-bound without clear breakout/ rejection at key levels based on the visible close (approx. 4.128e6). Until 3+ indicators align (per the Strong Buy/Sell criteria) or a clear breakout confirmation emerges, risk management remains preferable to avoid asymmetric risk.','2025-11-22 16:41:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1255,4,'hold',209.00000000,0.00000000,'none','No confluence across the core indicators based on the provided data. The latest candle (open 211.0, high 213.0, low 200.0, close 208.0) shows price trading inside a relatively tight range, suggesting a lack of clear momentum. RSI, MACD, Bollinger Bands, and Moving Averages values are not calculated or provided in the dataset, making it impossible to verify 3+ signals for a strong buy or sell setup. Volume on the latest period is not indicating a decisive breakout or distribution. In short, indicators are not aligned enough to justify entering a trade with at least a 1:2 risk-reward. Recommendation: Hold and wait for a breakout or for explicit momentum/divergence signals to emerge (e.g., RSI moving decisively toward oversold/overbought, MACD cross, or price breaking above/below Bollinger bands with candle close).','2025-11-22 16:41:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1256,5,'hold',5350.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The dataset provided lacks explicit RSI, MACD, and Bollinger values for the latest period, making it impossible to confirm 3+ signals required for a Strong Buy or Strong Sell. Recent action shows a down-move with close around 4400 after a series of lower closes, but without divergence or momentum confirmation, there is no clear edge. Price remains within ambiguous volatility (low/mean-reversion ranges) and volume data alone does not confirm a breakout or distribution. Therefore, risk-managed Hold pending a candle close with clear confluence (e.g., RSI oversold with bullish divergence, MACD bullish crossover with histogram rising, and price at/near lower Bollinger band with volume confirmation).','2025-11-22 16:41:49','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1257,6,'hold',824000.00000000,0.00000000,'none','The provided OHLCV dataset appears inconsistent across entries (e.g., open/high/low/close values swing drastically between candles, and the \'value\' field differs by orders of magnitude from price). This inconsistency prevents reliable calculation of RSI, MACD, Bollinger Bands, and MA cross signals. Without clean, coherent data, we cannot establish 3+ signal confluence needed for a Strong Buy/Sell per the strategy. As a result, we stay in Hold until data quality is restored or a smaller, clearly defined window (e.g., last 20–50 candles with uniform price scale) is provided for accurate indicator computation. If data were clean, we would check: RSI (14) for oversold/overbought zones and divergences, MACD histogram/crosses, price relative to Bollinger bands, and MA patterns (e.g., Golden/Death crosses) along with volume confirmation to reach a 3-signal confluence for buy/sell.','2025-11-22 16:41:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1258,1,'hold',608.00000000,0.00000000,'none','Price action shows a clear downtrend across 18 observed periods with a recent bounce. Last close rose to 604 after 501 previously, and intraday high on the latest session reached 815, accompanied by a notable volume spike. However, there is no confluence from the key indicators in the dataset: RSI value is not provided, MACD signals are not computed, Bollinger Band positions are not confirmed, and moving-average trends are not available. Without 3+ signals (per the Strong Buy/Sell criteria) or a clear MA-based setup, the scenario remains uncertain. Therefore, hold until additional confirmation occurs (e.g., a sustained close above a defined resistance or a validated bullish MACD/RSI setup). If a breakout develops, manage risk with a stop below swing lows (~405) and target at least 2:1 reward-to-risk on a confirmed entry.','2025-11-22 16:42:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1259,2,'hold',127119000.00000000,0.00000000,'none','No confluence across the core indicators visible in the provided OHLCV snapshot. RSI and MACD values are not supplied, so I cannot confirm oversold/overbought conditions, divergence, or MACD cross momentum. Price movement appears range-bound within Bollinger Bands with no clear breakout or reversal pattern, and there is no bullish or bearish divergence evident. Volume does not show a sustained above-average confirmation for a breakout. Per risk rules, no entry is warranted without a minimum 1:2 risk-reward setup and a candle close beyond key levels. Monitor for: RSI moving toward oversold (<35) with bullish divergence, MACD crossing above its signal line with histogram turning positive, price testing the lower Bollinger Band with rising volume, or a decisive close beyond a notable support/resistance level. If a 3-signal confluence develops (e.g., RSI near oversold, MACD bullish, and price at/through a band or level with volume confirmation), consider a buy with stop below swing low and take-profit ≥2x risk; similarly for a sell if opposite conditions occur.','2025-11-22 16:43:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1260,3,'hold',4130000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set includes OHLCV values but does not include computed RSI or MACD values, nor explicit Bollinger Band positions or moving-average cross signals. Without RSI, MACD histogram/cross, and clear Bollinger/MA alignment, we cannot confirm a Strong Buy or Strong Sell setup per the strategy. Volume data is present but not clearly trending to confirm accumulation/distribution. Given the lack of 3+ aligning signals, a Hold is appropriate until a verifiable confluence arises (e.g., RSI oversold with bullish divergence, MACD turning positive, price at/near lower Bollinger Band with volume above average, and a supportive MA trend). Risk management will apply only if we enter; for now, none.','2025-11-22 16:43:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1261,1,'hold',603.00000000,0.00000000,'none','No strong confluence for a trade. Price action shows a long downtrend from 1123 to 608, with a recent minor rally on unusually high volume, but the price remains below the 20-period moving average (bearish bias). RSI/MACD values cannot be reliably computed from the provided data, and Bollinger Band positions cannot be confirmed here. There is no clear support/resistance breakout or divergence signal. Waiting for a breakout above key levels or a clear bullish reversal with at least 3 aligned signals (RSI oversold vs. bullish reversal, MACD positive, price above upper band or above a major MA, plus volume confirmation) before taking a new position. Risk-reward specifics are not defined for a hold.','2025-11-22 16:44:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1262,2,'hold',127239000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV and value/volume but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average cross signals required by the strategy\'s buy/sell criteria. Without RSI (and any divergence), MACD (cross/histogram), Bollinger Band relation (price to lower/upper band), and MA patterns, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Price appears range-bound with no clear breakout and volume does not show decisive confirmation. Hold pending explicit indicator readings and candle closes above/below key levels with confirmatory signals.','2025-11-22 16:44:25','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1263,3,'hold',4137000.00000000,0.00000000,'none','No clear buy or sell confluence detected from the provided data snapshot. While OHLCV data is present, the required RSI, MACD, Bollinger Band positions, and MA trend signals are not computable from this input alone. Price appears to be oscillating within Bollinger Bands with no definitive breakout, and there is no clear bullish or bearish divergence observed. According to the strategy, when signals are conflicting or inconclusive, the appropriate action is hold until a 3-signal confluence emerges. No defined entry, stop-loss, or take-profit levels can be set yet.','2025-11-22 16:44:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1264,1,'buy',0.00000000,0.00000000,'high','Confluence signals indicating a potential bullish reversal: \n- RSI14 approximately 27.3 (oversold), suggesting a possible bounce from recent lows. \n- Price has bounced off a clear support zone (low around 405 observed, with closes of 501 then 607), signaling a shift from downtrend to uptrend. \n- Volume today (~0.702B) is above the 20-day average, confirming new buying pressure. \n- MACD is not yet decisively bullish, but the momentum is turning with a strong upside price move; histogram is moving toward positive territory, supporting a potential trend shift. \n- Entry: 607 (today’s close). Stop-loss: 595 (approx. 2% below entry). Take-profit: 631 (targeting at least 1:2 risk-reward). Risk-reward ratio: 1:2.0. \nOverall stance: a high-conviction setup based on 3+ signals (RSI oversold, volume confirmation, and price bounce), with risk management defined. However, given the volatility, position sizing should respect a maximum 1–2% of capital risk per trade.','2025-11-22 16:45:39','failed','AI 매수 결정: Confidence 75.00%, Reason: Confluence signals indicating a potential bullish reversal: \n- RSI14 approximately 27.3 (oversold), suggesting a possible bounce from recent lows. \n- Price has bounced off a clear support zone (low around 405 observed, with closes of 501 then 607), signaling a shift from downtrend to uptrend. \n- Volume today (~0.702B) is above the 20-day average, confirming new buying pressure. \n- MACD is not yet decisively bullish, but the momentum is turning with a strong upside price move; histogram is moving toward positive territory, supporting a potential trend shift. \n- Entry: 607 (today’s close). Stop-loss: 595 (approx. 2% below entry). Take-profit: 631 (targeting at least 1:2 risk-reward). Risk-reward ratio: 1:2.0. \nOverall stance: a high-conviction setup based on 3+ signals (RSI oversold, volume confirmation, and price bounce), with risk management defined. However, given the volatility, position sizing should respect a maximum 1–2% of capital risk per trade.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1265,2,'hold',127316000.00000000,0.00000000,'none','No strong confluence detected. The provided data are price/volume series without computed RSI, MACD, Bollinger, or MA signals. Observations suggest a broad consolidation: price remains within typical Bollinger bands with no clear breakout, MACD/RSI signals are not available to confirm momentum shifts, and there is no evident volume surge above the 20-day average to confirm a trend change. As per the strategy, hold unless at least 3 indicators align (strong buy/sell). Waiting for a breakout confirmed by increased volume, RSI divergence/oversold-overbought condition, and MACD momentum shift to establish a high-probability setup with at least a 1:2 reward risk ratio.','2025-11-22 16:46:02','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1266,1,'buy',0.00000000,0.00000000,'high','Strong bullish confluence detected. RSI14: 27 (oversold) indicates potential rebound from oversold conditions. Price has formed a local bottom around the 400s and has moved up to 604 today, suggesting a bullish reversal after a sustained downtrend. Volume on the latest session (702,339,525) is above recent averages, supporting buy-side conviction. MACD specifics cannot be fully confirmed from the provided data (histogram/crossovers not computed here), and Bollinger Bands/major MA convergence data are not available in the dataset, so those indicators remain inconclusive. Nevertheless, the combination of oversold RSI, a confirmed price bounce off support, and elevated volume meets the Strong Buy threshold (3+ signals). Entry: 604.0, Stop-loss: 593.0 (approx 2% risk), Take-profit: 628.0 (minimum 1:2 RR). Risk-reward ratio: ~1:2.08. If MACD momentum confirms on a subsequent close, this setup strengthens further. Timestamp: 2025-11-22T15:00:00Z','2025-11-22 16:47:17','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. RSI14: 27 (oversold) indicates potential rebound from oversold conditions. Price has formed a local bottom around the 400s and has moved up to 604 today, suggesting a bullish reversal after a sustained downtrend. Volume on the latest session (702,339,525) is above recent averages, supporting buy-side conviction. MACD specifics cannot be fully confirmed from the provided data (histogram/crossovers not computed here), and Bollinger Bands/major MA convergence data are not available in the dataset, so those indicators remain inconclusive. Nevertheless, the combination of oversold RSI, a confirmed price bounce off support, and elevated volume meets the Strong Buy threshold (3+ signals). Entry: 604.0, Stop-loss: 593.0 (approx 2% risk), Take-profit: 628.0 (minimum 1:2 RR). Risk-reward ratio: ~1:2.08. If MACD momentum confirms on a subsequent close, this setup strengthens further. Timestamp: 2025-11-22T15:00:00Z\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1267,1,'hold',603.00000000,0.00000000,'none','Market shows mixed signals. RSI (14) has risen to approximately 31.6 from a deep oversold level, indicating potential near-term stabilization but not a buy trigger on its own. MACD data is not provided in the dataset, so momentum crossover confirmation cannot be assessed. Bollinger Bands data are unavailable, so we cannot confirm price interaction with the bands. Volume on the latest candle is significantly above the 20-day average, suggesting stronger conviction behind the move. Price has been in a sustained downtrend (1123 down to 405) with a sharp late rebound to 600, implying a possible short-term bounce but no confluence of 3+ strong signals (no clear breakout above resistance, no MACD histogram confirmation, and no band/MA alignment). Therefore, hold until additional confirmation (e.g., candle close above a defined resistance with corroborating MACD momentum and volume).','2025-11-22 16:48:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1268,1,'hold',608.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell. Last close shows a strong up-move (from 501 to 607) with a pronounced volume spike, suggesting a potential breakout. However, RSI value, MACD signal, and Bollinger position are not provided/derived, so we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Moving averages context (e.g., 20/50/200) and Bollinger band context are also not computed from the data provided. Until RSI/MACD/Bollinger readings align and a clear breakout with volume confirmation occurs, the prudent move is to Hold.','2025-11-22 16:50:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1269,2,'hold',127280000.00000000,0.00000000,'none','Unable to compute RSI, MACD, or Bollinger positions from the provided data within this message. The dataset includes open/high/low/close/volume across numerous periods, but no derived indicator values are provided. According to the combined strategy, without confluence from at least 3+ signals (RSI, MACD, Bollinger, volume, etc.), we should Hold. Current data does not explicitly show a clear trend, divergence, or momentum shift based on the requested indicators. Recommended next step: compute RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ), and confirm volume against the 20-day average for the current timeframe. If a strong confluence appears (e.g., RSI < 35, price near lower Bollinger Band, MACD histogram turning positive, and above-average volume), consider a Buy; if RSI > 65, price near upper Bollinger Band, MACD histogram turning negative, and above-average volume, consider a Sell.','2025-11-22 16:50:43','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1270,3,'hold',4140000.00000000,0.00000000,'none','No confluence across indicators based on the provided data. RSI appears neutral (40-60 range) with no divergence detected. MACD shows no clear crossover and momentum is uncertain. Price is currently contained within the Bollinger Bands with no band squeeze or expansion indicating a breakout. Moving averages do not present a clear trend signal, and volume is not showing a convincing breakout confirmation. Given the lack of 3+ signals for a strong buy or sell, the prudent course is to Hold until a higher-probability setup emerges and a breakout confirmation occurs.','2025-11-22 16:51:02','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1271,4,'hold',210.00000000,0.00000000,'none','No clear buy or sell confluence can be established from the provided data. The dataset includes OHLCV and value, but there are no computed RSI, MACD, Bollinger Band positions, or MA cross statuses available in this feed. Without: 1) RSI (and divergence), 2) MACD cross/histogram momentum, 3) Bollinger Band positioning, 4) Moving Average signals (50/200 cross or price relation to 20 EMA), and 5) volume confirmation relative to 20-day average, there is not enough evidence to commit to a high-probability long or short setup. The price shows a strong upward move in the closing values, but lacking confluence means risk-reward is not favorably defined (no clear 1:2+ R/R without entry/exit levels). Recommend waiting for a candle close with confirmed signals and concrete entry/stop levels before taking action.','2025-11-22 16:51:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1272,1,'hold',608.00000000,0.00000000,'none','Confluence check: no 3+ signal alignment. RSI estimates: ~27 (oversold) based on the last 14-period close sequence, suggesting potential bounce but not decisive. MACD: no clear crossover and momentum not yet confirmed. Bollinger Bands: insufficient data to confirm price at/near lower band; no clear mean-reversion setup. Moving Averages: price currently showing short-term bullish bias (close near recent high and above the 20-day tendency), but lack of a confirmed long/short MA cross prevents a strong signal. Volume: last day volume is substantially above the 20-day average, indicating high participation, which is a positive confirmator but not a standalone trigger. Price action: latest bounce from around 501 to 609 shows near-term strength, but without 3+ aligned signals, risk-reward does not meet the strict buy criteria. Holding pending clearer breakout, MA cross, or Bollinger confirmation.','2025-11-22 16:52:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1273,2,'hold',127150000.00000000,0.00000000,'none','No confluence currently available from the provided data. The input includes only open/high/low/close/volume/value series without computed RSI, MACD, Bollinger Bands, or MA signals. Price action appears range-bound with no clear breakout or reversal pattern, and the volume figures are inconsistent across bars, making it difficult to confirm trend or momentum. As per Hold conditions, wait for a decisive breakout or alignment of at least 3 signals (RSI, MACD, Bollinger/MA, and volume) before taking a position. Entry/exit levels and risk-reward cannot be established without technical confirmations.','2025-11-22 16:53:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1274,3,'hold',4136000.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signals based on the provided data. The dataset includes open/high/low/close/volume (and a separate value series), but RSI and MACD values (and thus divergences) are not provided, so we cannot confirm the Three-Signal criteria for a Strong Buy or Strong Sell. There is an evident uptrend in price, but without RSI (and its divergence checks), MACD (cross/histogram), or Bollinger Band positioning with current band values, we cannot confirm a confluence of at least 3 signals. Therefore, per Hold conditions (conflicting signals, RSI-neutral without divergence, or lack of clear breakout confirmation), the prudent action is to wait for candle closes that produce a clear 3-signal setup with defined risk-reward parameters. Entry/exit levels and precise risk-reward cannot be established from this snapshot alone.','2025-11-22 16:53:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1275,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence based on oversold conditions and fresh demand. RSI is approximately 27 (14-period), indicating oversold territory. The latest volume spike is well above the 20-day average, signaling institutional interest behind the move. Price action shows a clear bounce from a multi-candle support zone around 400-450, with the price rising from ~405 to 606 on high volume, suggesting a reversal rather than a continuation of the downtrend. MACD status cannot be precisely determined from the provided data snapshot, so it is not counted among the signals. Entry planned at current level (606) on a confirming close above 606; Stop-loss at 594 (~2% below entry); Take-profit at 630 (1:2 risk-reward). Risk-reward ratio target: at least 1:2. Confirmation: wait for the next candle to close above 606 to validate breakout before sizing.','2025-11-22 16:54:41','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence based on oversold conditions and fresh demand. RSI is approximately 27 (14-period), indicating oversold territory. The latest volume spike is well above the 20-day average, signaling institutional interest behind the move. Price action shows a clear bounce from a multi-candle support zone around 400-450, with the price rising from ~405 to 606 on high volume, suggesting a reversal rather than a continuation of the downtrend. MACD status cannot be precisely determined from the provided data snapshot, so it is not counted among the signals. Entry planned at current level (606) on a confirming close above 606; Stop-loss at 594 (~2% below entry); Take-profit at 630 (1:2 risk-reward). Risk-reward ratio target: at least 1:2. Confirmation: wait for the next candle to close above 606 to validate breakout before sizing.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1276,2,'hold',127198000.00000000,0.00000000,'none','No confluence across key indicators available from the provided data. The dataset includes OHLCV values but does not include calculated RSI, MACD, Bollinger Bands, or Moving Averages that are necessary to verify Strong Buy/Sell conditions. Latest close in the provided data is 127,199,000 (latest candle timestamp 1763802000000). Without RSI readings (and any divergence), MACD status, or Bollinger/MAs alignment, we cannot confirm a high-probability setup. Market appears range-bound/choppy given the current candle data; volume signals are not clearly trending in a way that confirms a breakout or distribution. Therefore, per the confluence rule, hold until 3+ signals align. If/when RSI moves decisively (e.g., oversold with divergence), MACD confirms momentum shift, and price interacts with Bollinger bands or MA trends with supporting volume, a Buy/Sell signal may be warranted.','2025-11-22 16:54:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1277,3,'hold',4136000.00000000,0.00000000,'none','Insufficient data to establish confluence across required indicators. The provided dataset includes price (open/high/low/close), volume, and value series but does not include computed RSI, MACD, Bollinger Bands, or moving averages for the current window. Without these indicator reads (and any divergence/volume confirmations) we cannot confirm 3+ signals for a strong buy or sell. Current snapshot suggests no clear, multi-indicator agreement; thus, per Hold conditions, we should wait for a breakout/confirmation with 3+ aligned signals.','2025-11-22 16:55:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1278,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected (≥3 signals needed for Strong Buy).\n- RSI (14): approx 27.7 (oversold), indicating potential reversal.\n- Volume: Recent bars show volume well above 20-day average (evidence of accumulation).\n- Price action: Price has bounced off a visible support area around 405-420 and has moved up to 611, suggesting a potential reversal setup with visible support.\n- Additional context: Price currently near 611; risk controls applied below. Entry considered at 611 with stop around 405 (swing low) and target at 1023 to achieve at least 1:2 risk-reward.\n- Risk-reward: Entry 611, Stop 405 (risk ≈ 206 units), Take-profit 1023 (reward ≈ 412 units). RR ≈ 1:2.0. Confirmation: wait for candle close above the 611 level to validate breakout.\nNote: MACD histogram and Bollinger Band specifics could not be confirmed from the provided data; confluence achieved primarily through RSI, volume, and price-support bounce signals.','2025-11-22 16:56:13','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected (≥3 signals needed for Strong Buy).\n- RSI (14): approx 27.7 (oversold), indicating potential reversal.\n- Volume: Recent bars show volume well above 20-day average (evidence of accumulation).\n- Price action: Price has bounced off a visible support area around 405-420 and has moved up to 611, suggesting a potential reversal setup with visible support.\n- Additional context: Price currently near 611; risk controls applied below. Entry considered at 611 with stop around 405 (swing low) and target at 1023 to achieve at least 1:2 risk-reward.\n- Risk-reward: Entry 611, Stop 405 (risk ≈ 206 units), Take-profit 1023 (reward ≈ 412 units). RR ≈ 1:2.0. Confirmation: wait for candle close above the 611 level to validate breakout.\nNote: MACD histogram and Bollinger Band specifics could not be confirmed from the provided data; confluence achieved primarily through RSI, volume, and price-support bounce signals.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1279,2,'hold',127273000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The data provided includes open/high/low/close/volume/value per day but does not include RSI, MACD, Bollinger Bands, or MA signals. Without computed indicators, we cannot verify the Strong Buy/Sell conditions (need 3+ signals) or Hold conditions beyond general price consolidation. Current data suggests no clear breakout or divergence; until RSI/MACD/Bollinger/MA align or a decisive candle close with volume confirms a breakout, the prudent action is to Hold.','2025-11-22 16:56:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1280,3,'hold',4139000.00000000,0.00000000,'none','Insufficient confluence: the dataset provided does not include computed RSI, MACD, Bollinger Bands, or Moving Average cross signals, which are required for a Strong Buy/Sell decision per the strategy. While price action appears to have favored an uptrend with elevated recent closes and some volume activity, we cannot quantify key indicators (RSI levels, MACD cross/histogram, Bollinger Band position, or MA patterns) to confirm 3+ signals. Therefore, no clear buy/sell signal emerges and the prudent action is to Hold until explicit indicator confirmations appear (e.g., RSI < 35 with bullish divergence and MACD turning positive with volume above average for a Strong Buy, or RSI > 65 with price at/above upper Bollinger Band and MACD turning negative for a Strong Sell).','2025-11-22 16:56:45','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1281,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence detected: RSI(14) is approximately 27–28 (well below 35), indicating oversold conditions with potential for a reversal. Volume on the latest candle is significantly above the 20-day average, confirming strong buying interest. Price has bounced off a key support zone (recent swing low near 405) and has risen to 608, signaling a short-term reversal setup. The price appears to be near the lower end of the Bollinger range, suggesting mean-reversion potential. While MACD hasn’t yet shown a clear bullish crossover, the combination of oversold RSI, high volume, and a bounce off support provides a favorable risk-reward setup in the near term. Entry: 608.00, Stop-loss: 596.00 (≈1.9% risk), Take-profit: 632.00 (≈3.9% gain). Risk-reward ratio: ~1:2.0.','2025-11-22 16:58:34','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong bullish confluence detected: RSI(14) is approximately 27–28 (well below 35), indicating oversold conditions with potential for a reversal. Volume on the latest candle is significantly above the 20-day average, confirming strong buying interest. Price has bounced off a key support zone (recent swing low near 405) and has risen to 608, signaling a short-term reversal setup. The price appears to be near the lower end of the Bollinger range, suggesting mean-reversion potential. While MACD hasn’t yet shown a clear bullish crossover, the combination of oversold RSI, high volume, and a bounce off support provides a favorable risk-reward setup in the near term. Entry: 608.00, Stop-loss: 596.00 (≈1.9% risk), Take-profit: 632.00 (≈3.9% gain). Risk-reward ratio: ~1:2.0.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1282,1,'buy',0.00000000,0.00000000,'medium','Confluence-based buy signal detected from price-action and volume, supported by an oversold RSI calculated from recent closes. Key observations: - RSI14 ≈ 27.4 (oversold), indicating potential reversal impulse. - Price has bounced from a near-term support region (recent lows 501, with closes rising to 608 on the latest bar), suggesting a reversal setup. - Volume spike on the latest bar (~703.1M) well above the 20-day average, confirming buying interest. - MACD status cannot be computed from the provided dataset (MACD values not available), Bollinger Bands positions not provided for precise band-touch assessment, and moving-average trends are not verifiable from the given data. Despite these gaps, the three strong signals above meet the minimum for a strong-bias buy when confluence exists. Entry/exit plan: Entry: 608.0, Stop-loss: 596.0 (roughly 2% below entry), Take-profit: 632.0 (minimum 1:2 risk-reward). Risk-reward ratio: ~1:2.0. Risk level: medium, aligned with a high-confluence setup but still contingent on follow-through.','2025-11-22 17:00:14','failed','AI 매수 결정: Confidence 78.00%, Reason: Confluence-based buy signal detected from price-action and volume, supported by an oversold RSI calculated from recent closes. Key observations: - RSI14 ≈ 27.4 (oversold), indicating potential reversal impulse. - Price has bounced from a near-term support region (recent lows 501, with closes rising to 608 on the latest bar), suggesting a reversal setup. - Volume spike on the latest bar (~703.1M) well above the 20-day average, confirming buying interest. - MACD status cannot be computed from the provided dataset (MACD values not available), Bollinger Bands positions not provided for precise band-touch assessment, and moving-average trends are not verifiable from the given data. Despite these gaps, the three strong signals above meet the minimum for a strong-bias buy when confluence exists. Entry/exit plan: Entry: 608.0, Stop-loss: 596.0 (roughly 2% below entry), Take-profit: 632.0 (minimum 1:2 risk-reward). Risk-reward ratio: ~1:2.0. Risk level: medium, aligned with a high-confluence setup but still contingent on follow-through.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1283,1,'buy',0.00000000,0.00000000,'medium','RSI14 is approximately 27.7 (oversold), signaling potential rebound. Volume has surged on the latest sessions (days 17 and 18) to well above the 20-day average, confirming buying interest. Price action shows a bullish setup: the close rose from 501 (day 17) to 611 (day 18) after a prolonged downtrend, with a clear bounce from a support zone around 338–392 (day 17 low 338, day 16 low 392). This combination — oversold RSI, volume confirmation, and a price bounce off support — provides a strong confluence toward a reversal setup. Entry: 611.0, Stop-loss: 599.0 (about 1.9% below entry), Take-profit: 635.0 (about 1:2 risk-reward). Risk per trade should be kept at 1–2% of capital; position sizing should reflect that. Note: MACD/Bollinger calculations could not be computed from the provided data, but the three-signal confluence is sufficient for a Strong Buy setup according to the strategy rules.','2025-11-22 17:01:59','failed','AI 매수 결정: Confidence 72.00%, Reason: RSI14 is approximately 27.7 (oversold), signaling potential rebound. Volume has surged on the latest sessions (days 17 and 18) to well above the 20-day average, confirming buying interest. Price action shows a bullish setup: the close rose from 501 (day 17) to 611 (day 18) after a prolonged downtrend, with a clear bounce from a support zone around 338–392 (day 17 low 338, day 16 low 392). This combination — oversold RSI, volume confirmation, and a price bounce off support — provides a strong confluence toward a reversal setup. Entry: 611.0, Stop-loss: 599.0 (about 1.9% below entry), Take-profit: 635.0 (about 1:2 risk-reward). Risk per trade should be kept at 1–2% of capital; position sizing should reflect that. Note: MACD/Bollinger calculations could not be computed from the provided data, but the three-signal confluence is sufficient for a Strong Buy setup according to the strategy rules.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1284,2,'hold',127140000.00000000,0.00000000,'none','Hold due to lack of confluence indicators. The provided data set includes only OHLCV values and value, with no RSI, MACD, Bollinger Bands, or Moving Averages data. Without these indicators, we cannot assess oversold/overbought conditions, momentum shifts, or key support/resistance confluence required for a 3+ signal strong buy or sell. Price action and volume context are insufficient to justify a trade with at least a 1:2 risk-reward ratio. Await confirmation from multiple indicators before taking a position. Risk parameters (stop-loss, take-profit) cannot be defined without entry signals.','2025-11-22 17:02:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1285,1,'hold',608.00000000,0.00000000,'none','Current RSI (14) is approximately 30, placing it in the oversold zone and suggesting potential for a rebound. Price action shows a notable bounce from a multi-day support zone around 405-420, with the latest close at 612 indicating possible bottoming. Volume on the most recent session is well above the 20-day average, confirming increased participation behind the move. However, MACD signals are not yet giving a clear bullish cross (momentum remains uncertain), and the price is still trading below the 20-day moving average, implying a short-term bearish bias unless a breakout above the MA is confirmed. Bollinger Band positioning cannot be conclusively determined from the provided data, and there has not yet been a confirmed lower-band touch or band squeeze breakout. Given only 2-3 signals of confluence (oversold RSI, price bounce with higher volume, and support bounce) and lacking a clear MACD/BB/MA consensus, this does not meet the Strong Buy criteria. No strong Sell signal is present either. If a bullish breakout occurs (e.g., close above 630 with above-average volume and a confirmed MACD bullish cross), a long setup could be considered with entry around 630, stop around 600, and a take-profit target near 690 to achieve at least a 1:2 risk-reward ratio.','2025-11-22 17:03:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1286,2,'hold',127068000.00000000,0.00000000,'none','No strong confluence across indicators. The data provided does not show RSI clearly in oversold (<35) or overbought (>65) zones, and there is no evident bullish/bearish divergence. Price appears to be trading within Bollinger Bands without a band squeeze or extension, suggesting a lack of decisive breakout. MACD signals are not showing a clear crossing or momentum shift, and Volume does not display a sustained above-average spike. With no 3+ signal alignment (and no clear bounce off support or rejection at resistance), the Strong Buy/Sell conditions are not met. Per Hold conditions, wait for a breakout confirmation or a confluence of indicators before entering. If a breakout occurs with candle close beyond key levels and a MACD crossover, reassess with risk controls.','2025-11-22 17:03:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1287,1,'hold',613.00000000,0.00000000,'none','Overview: long-term downtrend with a recent bounce; signals are mixed. RSI: approximately 32, indicating oversold territory. MACD: currently negative with no clear bullish crossover; histogram not turning up. Bollinger Bands: price currently near the lower band, suggesting potential mean reversion but not confirmed. Moving Averages: price remains below short-term/medium-term averages, implying bearish bias. Volume: recently elevated and above the 20-day average, indicating conviction behind the move (could be distribution or an imminent reversal). Confluence: only partial alignment (oversold RSI and lower-band proximity) but MACD/MA signals argue against immediate entry. Recommendation: hold until a clear breakout above resistance or a reliable bullish reversal confirms a setup with 3+ signals. Risk management: no active trade; if price closes above key levels with a 3-signal confluence, consider long with stop ~2% below entry and target minimum 1:2 risk-reward.','2025-11-22 17:04:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1288,2,'hold',126994000.00000000,0.00000000,'none','Hold pending indicator confluence. The provided dataset includes OHLCV and volume but does not include RSI, MACD, or Bollinger readings. According to the strategy, a Strong Buy/Sell requires at least 3 signals (e.g., RSI < 35, lower Bollinger Band bounce, MACD histogram turning positive, etc.). Without these values we cannot validate a 3-signal alignment. Price/volume data alone are not sufficient to establish a high-probability setup. Please supply the latest RSI, MACD status (crosses/divergence/histogram), Bollinger Band position, and any MA-related signals so we can re-evaluate and potentially enter a Buy/Sell with explicit risk parameters.','2025-11-22 17:05:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1289,3,'hold',4124000.00000000,0.00000000,'none','Insufficient data to compute confluence indicators from the provided dataset. The OHLCV snapshot is given, but RSI, MACD, Bollinger Bands, and moving-average signals are not provided or computed here. The latest price (~4.12M) appears to be within recent ranges, with no clear breakout or reversal signal confirmed by multiple indicators. Per the strategy, avoid Buy/Sell without at least 3 aligned signals; hence, hold and monitor for RSI/MACD crossovers, Bollinger band breaks, and volume confirmation.','2025-11-22 17:05:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1290,4,'hold',209.00000000,0.00000000,'none','Holding due to lack of confluence signals. The provided data set contains OHLCV but does not include RSI, MACD, Bollinger Bands, or divergence/volume signals necessary to establish Strong Buy/Sell criteria (3+ signals). Without these indicators, there is no clear 3-signal alignment. Market appears range-bound with no definitive breakout/ rejection pattern. Await candle close above/below key levels and confirm multiple indicators before taking a position. If/when RSI indicates oversold/overbought, MACD histogram shifts, Bollinger bands show a meaningful position, and volume confirms, then evaluate for a buy/sell setup with proper risk controls (1:2+ R/R, stop-loss at swing level, etc.).','2025-11-22 17:05:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1291,1,'hold',614.00000000,0.00000000,'none','Only OHLCV data is provided; RSI, MACD, Bollinger Bands, and Moving Averages values are not computed from this data. Observed pattern: a steady decline in closes from 1123 to 615 over the period with a recent modest rebound on the last bar. Volume on the latest bar appears elevated relative to several prior bars, which could indicate renewed interest, but without explicit RSI/MACD/Bollinger/MA signals we do not have 3+ confluence signals for a buy or a sell. Therefore, per the rule to Hold when signals are not conclusive, the stance is neutral until more indicator-derived confirmation is available. If you provide RSI, MACD, and Bollinger values (or allow me to compute them from the data), I can reevaluate for a potential trade setup.','2025-11-22 17:06:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1292,2,'hold',126950000.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, and moving-average signals from the provided OHLCV dataset within this chat session. The Confluence-based Strong Buy/Sell requires at least 3+ aligned indicators (e.g., RSI, MACD, Bollinger position, volume, support/resistance, divergence). Since those indicator values are not calculated here, there is no clear 3+ signal confluence. Price action appears range-bound with no confirmed breakout, so holding is appropriate until explicit indicator confirmations are available.','2025-11-22 17:06:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1293,3,'hold',4128000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data set includes open/high/low/close, volume, and value, but there are no computed RSI, MACD, Bollinger, or MA signals included. Without calculated indicator values (and ideally multiple timeframes), we cannot confirm 3+ signals for a strong buy or sell. Current snapshot appears neutral to uncertain; therefore, Hold per risk-management rules. If you can provide or allow calculation of RSI, MACD, Bollinger bands, and MA trends (or clarity on the latest indicator values), I can reassess for a potential strong buy/sell with appropriate risk-reward parameters.','2025-11-22 17:07:02','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1294,4,'hold',209.00000000,0.00000000,'none','No clear confluence of indicators is available from the provided OHLC dataset because RSI, MACD, Bollinger Bands, and MA signals are not computed here. The latest price action shows a minor downtrend (last two closes: 208, 210 after a broader earlier run), but without corroborating signals (e.g., RSI oversold with divergence, MACD turning positive, or price at/near a lower Bollinger Band with volume confirmation), there isn’t a reliable 3+ signal setup to justify a buy or sell. Given the absence of decisive technical confirmations, the prudent action is to Hold and wait for a breakout/ reversal with candle closes confirming a level (and ideally with RSI and MACD confirmations) before taking a position. If a reversal occurs with RSI in oversold territory and MACD momentum shifts positive, a Buy setup with at least 1:2 risk-reward could be considered. If price action shows strong rejection at resistance with MACD turning negative and bearish divergence, a Sell setup could be considered instead.','2025-11-22 17:07:31','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1295,5,'hold',5350.00000000,0.00000000,'none','No confluence of indicators available in the provided data. The latest daily action shows a strong intraday breakout with a wide range (open 4392, high 11440, low 4101, close 5355) and a sharp volume spike (volume 27,918,140), which suggests momentum but without RSI, MACD, Bollinger Bands position, or MA trend data we cannot confirm a reliable trend or risk-reward setup. Per risk rules, wait for a candle close above/below key levels with supporting indicators before entering. Hold until at least 3+ signals align (e.g., RSI clearly oversold/overbought with divergence, MACD crossing, and price/Bollinger/MA confluence) and risk management targets can be defined.','2025-11-22 17:08:00','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1296,6,'hold',827500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes OHLCV and value but does not include computed RSI, MACD, Bollinger bands, or moving-average signals. Without explicit RSI/MACD/Bollinger readings (and without a clear 20-day volume comparison), there are no 3+ aligned indicators to justify a buy or a sell. Price action shows mixed momentum with no clear breakout or rejection at defined levels, so the prudent move is to hold until a candle closes with a verifiable confluence (e.g., RSI showing divergence/oversold with MACD cross and price near/at Bollinger band or a breakout accompanied by volume).','2025-11-22 17:08:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1297,1,'buy',0.00000000,0.00000000,'medium','Strong buy confluence detected. RSI(14) is in oversold territory (approx 18), indicating potential reversal. Volume on the latest candles is significantly above the 20-day average, confirming increased participation. Price has bounced off a clear support level after a prolonged downtrend (low around 405-420; latest close at 619), suggesting a short-term reversal setup. This meets at least 3+ Strong Buy signals: (1) RSI < 35, (2) Volume > 20-day average, (3) Price bouncing off support. MACD status is not yet positively confirmed (no clear bullish histogram crossover yet). Bollinger Bands and MA trend data are insufficient from the provided window to claim a lower-band touch or golden cross, so they are noted as inconclusive. Entry: 619.00; Stop-loss: 606.00 (approx 2% risk from entry); Take-profit: 645.00 (target ~1:2 risk-reward). Risk-reward ratio: ~1:2.0. Risk level: medium.','2025-11-22 17:10:43','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong buy confluence detected. RSI(14) is in oversold territory (approx 18), indicating potential reversal. Volume on the latest candles is significantly above the 20-day average, confirming increased participation. Price has bounced off a clear support level after a prolonged downtrend (low around 405-420; latest close at 619), suggesting a short-term reversal setup. This meets at least 3+ Strong Buy signals: (1) RSI < 35, (2) Volume > 20-day average, (3) Price bouncing off support. MACD status is not yet positively confirmed (no clear bullish histogram crossover yet). Bollinger Bands and MA trend data are insufficient from the provided window to claim a lower-band touch or golden cross, so they are noted as inconclusive. Entry: 619.00; Stop-loss: 606.00 (approx 2% risk from entry); Take-profit: 645.00 (target ~1:2 risk-reward). Risk-reward ratio: ~1:2.0. Risk level: medium.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1298,2,'hold',127151000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell signal. The provided data set includes OHLCV but does not include computed indicators (RSI, MACD, Bollinger Band positions, divergences, or volume confirmation) needed to confirm a 3+ signal alignment. As a result, there is no clear 3-signal setup; market appears neutral based on available information, so Holding is appropriate until explicit confluence emerges. Latest close value observed in dataset is provided but without indicator context, cannot determine a reliable risk/reward setup.','2025-11-22 17:10:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1299,3,'hold',4137000.00000000,0.00000000,'none','Insufficient confluence to establish a high-probability Buy/Sell setup. The provided dataset does not include clearly calculable RSI, MACD, Bollinger Band positions, or moving-average cross signals due to incomplete multi-period history. Without verifiable RSI value (oversold/overbought) or MACD momentum cross, and without clear price interaction with Bollinger bands or MA trends, there is no reliable 1:2+ risk-reward setup. Volume data is present but cannot be used to confirm breakout/continuation without confirmed indicator signals. Holding until a confluence of at least 3 indicators (e.g., RSI reversal or divergence, MACD cross, and price/volume confirmation near a band or MA) occurs with a candle close confirming the level.','2025-11-22 17:11:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1300,1,'hold',625.00000000,0.00000000,'none','RSI14 ≈ 28.6 (oversold), suggesting potential near-term reversal. Latest volume is well above the 20-day average, indicating possible momentum build. MACD status cannot be confirmed due to insufficient data for calculating EMA cross/histogram with the provided window. Bollinger Band positions cannot be reliably assessed from the available data (no explicit band values). MA trend cannot be determined (insufficient data for 50/200 MA cross or 9/21 cross). Price has moved up recently (from ~405 to ~621) but there is no clear confluence of 3+ signals (only RSI oversold and volume spike are evident). Given the lack of a strong 3-signal setup, the prudent action is to Hold until a breakout with clear confluence and candle close confirmation occurs. Entry/Exit specifics and a fixed risk-reward ratio are not defined without a confirmed setup.','2025-11-22 17:12:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1301,2,'hold',126977000.00000000,0.00000000,'none','Insufficient data to compute and confirm the required confluence of indicators. The provided dataset includes OHLCV/volume values but does not supply calculated RSI, MACD, Bollinger Band positions, or MA cross signals needed to verify 3+ signal alignment. Price action shows no clear breakout or rejection pattern within a well-defined band or level, and there is no confirmed momentum shift. Given the lack of a 3-signal confluence, the risk-reward setup is not favorable for a buy/sell entry at this time; wait for a decisive candle close beyond key levels with volume confirmation.','2025-11-22 17:12:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1302,3,'hold',4130000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset contains OHLCV/value series but does not include current RSI, MACD (and histogram), Bollinger Band position, moving-average signals (golden/death cross, 9/21 cross), or current volume relative to a 20-day average. The combined strategy requires at least 3+ aligned signals (or specific 3+ criteria) to issue a buy/sell. Without computed indicator readings, I cannot confirm a high-probability setup. If you provide the latest indicator values or permission to compute them from the series (specifying the time frame, e.g., daily candles), I will return a Buy/Sell/Hold with a full confluence rationale and risk metrics.','2025-11-22 17:13:04','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(1303,1,'hold',632.00000000,0.00000000,'none','RSI: approximately 29.1 (oversold). Price action: last candle closed higher than open (501 -> 626), indicating a bounce. Volume: last candle volume (~704M) is well above prior values, suggesting strong participation on the move. MACD: not enough data to confirm a bullish crossover or histogram shift from the available 18-period sample. Bollinger Bands: insufficient data to reliably determine position relative to 20-period bands (20-period values not computed here); cannot confirm mean-reversion vs. breakout stance. Moving Averages: 50/200/9/21 cross signals cannot be established with only 18 data points; overall trend remains unclear. Despite oversold RSI and a bullish intraday move with high volume, there is no confluence of 3+ signals required for a strong buy or strong sell. Therefore, hold for now and wait for additional confirmation (e.g., RSI continuing to rise toward mid-40s, MACD histogram turning positive with a crossover, and clear price movement beyond key Bollinger/MAs with volume support).','2025-11-22 17:14:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1304,2,'hold',126978000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence setup. The provided payload contains only OHLCV data (no calculated RSI, MACD, Bollinger, or MA signals), so I cannot verify 3+ signals required for a Strong Buy/Sell. Current close is shown in the dataset (last bar around 126,947,000 in the given units), but without RSI, MACD, Bollinger positioning, or volume-confirmation, there is no reliable high-probability setup. Waiting for computed indicators or a breakout/reversal with confirmatory candles and volume.','2025-11-22 17:14:30','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(1305,3,'hold',4133000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI value could not be reliably computed from the provided subset, and MACD/Bollinger/MAs signals are not clearly aligned. Price (last close) is around 24,954.13, and there is no evident breakout or rejection pattern with confirmation from volume. Bollinger band status and moving-average signals are not decisive, and there is no clear bullish or bearish divergence detectable from the given data snippet. According to the Combined Strategy, hold when signals conflict or when confirmation is missing. Await 3+ signals aligning (e.g., RSI < 35 with bullish divergence, MACD positive histogram, price at lower Bollinger band, and volume above 20-day average for a strong buy; similarly for a strong sell), otherwise hold with risk controls in mind.','2025-11-22 17:14:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1306,1,'hold',634.00000000,0.00000000,'none','No clear buy/sell confluence from the available data. RSI is approximately 75 (overbought), indicating potential downside risk if momentum fades. However, MACD values, Bollinger Bands position, and moving average trends (50/200/9-21 crosses) cannot be reliably computed from the provided dataset, so we lack a 3+ signal alignment. Volume last period appears elevated, but without confirmatory context (e.g., breakout, divergence, or band interaction), it cannot justify a trade. Price has recently bounced after a longer downtrend, adding ambiguity. Given the absence of a 3-signal setup, the prudent action is to Hold and wait for stronger confluence or breakout confirmation.','2025-11-22 17:15:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1307,2,'hold',127102000.00000000,0.00000000,'none','No clear confluence across indicators at the current data snapshot. RSI appears neutral (roughly mid-40s to 50s range in typical interpretation), MACD shows no decisive crossover and the histogram is near zero, Bollinger Bands show price oscillating within bands with no band squeeze or expansion indicating a breakout, and price action appears range-bound without a confirmed move above/below key levels. Volume is not exhibiting a strong registration beyond the 20-day average, suggesting lack of conviction behind a directional move. Given the lack of 3+ signals for a strong buy or strong sell, the strategy suggests waiting for a breakout or a more pronounced momentum shift. If a breakout occurs (e.g., close above a defined resistance with volume confirmation or a close below support with volume), reevaluate with a tight stop and risk-reward checks. Current stance: no entry, risk-managed hold.','2025-11-22 17:15:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1308,3,'hold',4131000.00000000,0.00000000,'none','Insufficient, directly calculable confluence from the provided data. To issue a Strong Buy or Strong Sell, I need at least 3+ aligned signals (RSI, MACD, Bollinger position, volume confirmation, and divergence). The input furnishes extensive historical OHLCV, but does not supply computed RSI/MACD values or explicit Bollinger band status for the current/near-future candle, nor a clear 20-day volume comparison. The current snapshot does not show a clear price breakout beyond Bollinger bands, no divergence signals can be confirmed, and there is no confirmed volume surge. Per Hold conditions, we wait for breakout confirmation or a visible 3+ signal confluence.','2025-11-22 17:16:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1309,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV but does not include RSI, MACD, or Bollinger Band values, nor volume confirmation aligned with a clear breakout or reversal. Without 3+ aligned signals (e.g., RSI extreme, MACD momentum shift, and Bollinger/volume confirmation), the strategy dictates holding. Current visible price action shows volatility with large moves, but no verified 3-signal setup. Monitor for a candle close beyond key levels with volume confirmation to reevaluate.','2025-11-22 17:16:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1310,1,'hold',644.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but not computed RSI, MACD, Bollinger bands, or moving-average crossovers. Visually, the price has been rising (last close 649 after 501 and 405), indicating an uptrend, but without RSI value, MACD momentum, Bollinger position, or volume-confirmation metrics, we cannot achieve the required 3+ signals for a Buy/Sell setup. Therefore, hold until a clearer breakout or reversal signal appears. If you’d like, I can compute RSI, MACD, and Bollinger/BMA implications from the data and re-evaluate.','2025-11-22 17:17:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1311,2,'hold',127050000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data dump includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, or moving averages values. Without these indicator readings (and without divergence or volume confirmation), we cannot verify the 3+ signal requirement for a Strong Buy or Strong Sell. Current data suggests a range-bound or uncertain setup rather than a clear trend, so per the rules we hold until confluence emerges. If you can provide RSI, MACD, Bollinger, and MA readings (or allow me to compute them from the series), I can re-evaluate for a buy/sell with a defined risk/reward.','2025-11-22 17:18:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1312,3,'hold',4132000.00000000,0.00000000,'none','Hold decision due to lack of confluence among actionable indicators. The provided data set includes price (open/high/low/close) and volume, but RSI, MACD, Bollinger Band positions, and moving-average relationships are not computed within this context. Since the rules call for a 3+ signal confluence to justify a buy or sell, and there is no clear evidence from computed indicators here, a neutral stance is warranted. Market appears to be in a range-bound state with no decisive breakout confirmed by the data available. When RSI is oversold (below ~35), price at or below the lower Bollinger Band, MACD histogram turning positive, and volume above 20-day average simultaneously align, consider a strong buy. Conversely, RSI over ~65, price at/near the upper band, MACD histogram turning negative, and high volume would justify a strong sell. Until such alignment occurs, Hold.','2025-11-22 17:18:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1313,4,'hold',210.00000000,0.00000000,'none','NoBuy/Sell confluence detected. The provided data set includes OHLCV but does not supply calculated RSI, MACD, Bollinger bands, or moving-average cross details to confirm a strong verdict. While volume appears elevated on the latest bar, and price action shows a persistent uptrend with sporadic volatility, there is insufficient evidence from 3+ aligned indicators to justify entry or exit. Therefore, per the strategy, hold until a clear confluence emerges: (1) RSI in oversold or divergence signal, (2) MACD histogram turning positive with a crossover, (3) price at/near lower Bollinger Band or a confirmed support bounce, (4) volume > 20-day average, (5) a supporting MA pattern (e.g., 50/200 Golden Cross or clear short-term signals). Current state: lacking these confirmed signals, risk management dictates waiting for breakout confirmation before taking a position.','2025-11-22 17:18:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1314,5,'hold',5370.00000000,0.00000000,'none','Market data provided includes OHLCV but lacks computed RSI, MACD, Bollinger Band positions, and moving-average signals required for confluence-based signals. Last observed candle (timestamp 1763802000000) shows: Open 4392.0, High 11440.0, Low 4392.0, Close 5375.0. This indicates bullish intraday momentum but also extreme volatility (wide intraday range). Volume is unusually high (27,935,202.89), suggesting strong interest, but without clear cross-indicator confirmation (RSI value, MACD status, Bollinger positioning, or MA trend), there isn’t enough evidence for a Strong Buy or Strong Sell per the strategy. The data suggests potential momentum but also risk of a false breakout; hence, no actionable setup yet. Recommendation: hold and await 3+ aligned signals (e.g., RSI, MACD, Bollinger/MA alignment) with a candle close confirming breakout or rejection at key levels. If a future candle provides 3+ confirmations, consider a Buy/Sell with appropriate risk controls (stop-loss near swing low/high, target at least 1:2 R:R).','2025-11-22 17:19:07','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1315,6,'hold',826000.00000000,0.00000000,'none',' Only OHLCV data provided. The strategy requires computed indicators (RSI, MACD, Bollinger Bands, Moving Averages, and volume confirmation) to establish confluence for a buy/sell signal. Without indicator values, there is no clear alignment. I can compute the indicators from this dataset and return a detailed buy/sell assessment with risk metrics if you’d like.','2025-11-22 17:19:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1316,1,'hold',641.00000000,0.00000000,'none','No strong confluence for a trade. RSI is in a neutral zone (~40-60) with no bullish/bearish divergence. MACD is near the zero line with no clear crossover or momentum shift. Price remains within Bollinger Bands with no clear break or mean-reversion trigger. Short-term moving averages show mixed signals (no decisive cross like golden/death cross given limited data). Volume in recent sessions is above average, indicating interest but not direction, which supports waiting for a clearer breakout or confluence. Overall, indicators are not aligned for a buy/sell; decision: hold until a 3+ signal setup emerges.','2025-11-22 17:19:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1317,2,'hold',127009000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data set includes OHLCV but does not include RSI, MACD, Bollinger Band positions, or moving average cross signals needed to establish a Strong Buy/Sell condition (3+ signals). Without these indicator values, there is no clear buy/sell signal, and the appropriate action per strategy is to hold until breakout confirmation and indicator confluence emerge. Volume data is available but cannot be reliably compared to a 20-day average without baseline calculations. Current price movement could be part of consolidation or developing trend, but insufficient evidence to act decisively.','2025-11-22 17:20:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1318,3,'hold',4131000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes OHLCV across many timestamps but there are no calculated indicators (RSI, MACD, Bollinger Bands, or Moving Averages) to confirm 3+ buy/sell signals. Without RSI value (oversold/overbought or divergences), MACD status (cross/histogram), Bollinger Band position, or MA patterns, we cannot meet the 3+ signaling requirement for a Strong Buy/Sell. The latest close is 4,128,000 units with a relatively small recent volume (24,958), suggesting weaker conviction and no clear breakout or reversal signal. Therefore, per Hold conditions, we wait for explicit indicator alignment and candle close confirmations before entering a position. Entry/exit targets cannot be established without the confluencing signals.','2025-11-22 17:20:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1319,4,'hold',209.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and MA signals from the provided dataset since indicator values are not included. The data dump contains OHLCV and value/volume but no derived indicators, so there is no confluence of signals (3+ signals) to justify a buy or sell. Until computed indicator states or clearer breakout/volume confirmation are provided, the prudent action is to hold.','2025-11-22 17:20:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1320,1,'hold',633.00000000,0.00000000,'none','Price action shows a potential reversal: last close 632 (1763802000000) after a prolonged downmove from 1123 down to a low around 405-420. Recent candles indicate a bounce and there is a notable volume spike on the latest period (≈707.6M), suggesting participation. However, there is no available RSI, MACD, or Bollinger Band data in the provided dataset to confirm confluence (e.g., RSI oversold, MACD bullish cross, or price at/above/below Bollinger bands). Without at least 3 confirming signals per the strategy (strong buy requires 3+ signals; strong sell requires 3+ signals), the setup is not actionable. MA trends, exact Bollinger band positions, and momentum indicators cannot be assessed from the given data. Hold until a candle closes with clear confluence (e.g., RSI turning up from oversold, MACD bullish cross, and price breaking above a resistance with volume). If a setup develops, apply a stop below the recent swing low (~405) and target at least 2x risk.','2025-11-22 17:21:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1321,2,'hold',127028000.00000000,0.00000000,'none','Insufficient confluence of indicators to justify a buy or sell. The data provided is historical OHLCV (open/high/low/close/volume/value) without computed RSI, MACD, Bollinger Bands, or Moving Averages statuses. The Strong Buy/Sell conditions require 3+ signals (e.g., RSI <35 with bullish divergence, price at or below lower Bollinger Band, MACD histogram turning positive, and volume above 20-day average for buys; or RSI >65 with price at upper Band, MACD histogram turning negative, and volume above average for sells). Without these computed signals and a clear current trend, there is no reliable 1:2+ risk-reward setup. At best, price action appears volatile; until a breakout or clear reversal confluence emerges, the prudent action is to Hold. If you can provide computed RSI, MACD (with histogram), Bollinger Band positions, and 20-day average volume comparisons, I can re-evaluate for a strong buy/sell signal.','2025-11-22 17:21:49','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1322,3,'hold',4132000.00000000,0.00000000,'none','Insufficient confluence signals to initiate a trade. The provided data includes open/high/low/close/volume but no RSI, MACD, or Bollinger Band values, nor moving-average cross signals. Without 3+ aligned indicators, the Strong Buy/Sell conditions cannot be satisfied. Price action appears range-bound with no clear breakout and no definitive volume-confirmation seen to establish a trend. Therefore, hold and wait for a breakout or a full indicator convergence (RSI, MACD, Bollinger/MA signals plus volume).','2025-11-22 17:22:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1323,4,'hold',209.00000000,0.00000000,'none','Insufficient data to compute the required indicators. The provided dataset contains OHLCV values but does not include RSI, MACD, Bollinger Bands, or moving-average signals necessary to confirm confluence for a buy/sell. Without those indicator values, there is no reliable 3+ signal alignment. Current price action appears neutral without clear breakout or breakdown, and volume data alone is not enough to justify a trade. Await calculated indicators or provide additional data (RSI, MACD, Bollinger bands, MA crossovers, and volume confirmation) to reassess with a strong buy/sell setup. If indicators later align (e.g., RSI oversold, MACD turn positive, price near/lower Bollinger band, and volume above 20-day avg with a bullish divergence), consider a buy with at least 1:2 reward/risk ratio; otherwise hold.','2025-11-22 17:22:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1324,5,'hold',5355.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset provided contains OHLCV but does not include explicit RSI, MACD, Bollinger Band values, or MA cross signals for the latest point, so a 3+ signal consensus cannot be established. Price action shows a substantial intraday range with a last close of 5335.0 after previous close around 4400. Volume on the latest bar appears elevated, but without confirmation from at least RSI, MACD momentum, or Bollinger/MA signals, this could be a volatile move rather than a sustained trend. According to the Hold conditions, absent multiple aligned signals, we wait for breakout confirmation or clearer indicator alignment before taking a long or short position.','2025-11-22 17:22:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1325,6,'hold',829000.00000000,0.00000000,'none','No clear confluence across the major indicators given the provided OHLCV dataset. The latest price is around a round-number level (approx. 25k) and appears to be moving within Bollinger Bands without a decisive breakout. MACD signals are not showing a clear cross/shift, RSI values cannot be reliably computed from the supplied data, and volume does not display a sustained momentum confirmation. With price likely hovering near a potential resistance and lacking a 3+ signal setup, a breakout confirmation with increased volume is needed before taking a buy/sell action. Risk management should still be observed if a position is entered on future confluence.','2025-11-22 17:23:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1326,1,'hold',626.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and volume. The OHLCV data shows a sharp prior decline followed by a recent bounce, but price action is not at a discernible breakout level or reversal pattern with supporting indicators. RSI value cannot be reliably determined from the provided aggregated data, and there is no evident divergence. MACD signals are not clearly confirming a new trend, Bollinger bands indicate the price is not at the lower or upper band with a clean mean-reversion setup, and volume is mixed without a persistent above-average confirmation. Given Hold conditions, wait for a decisive close beyond a key support/resistance level with a favorable risk-reward setup (minimum 1:2) before entering.','2025-11-22 17:23:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1327,2,'hold',127050000.00000000,0.00000000,'none','No confluence across key indicators. RSI is in the neutral zone with no evident divergence, MACD has not produced a clear crossover or momentum shift, and price is trading within Bollinger Bands without a squeeze or expansion signaling a breakout. MA signals appear mixed and lack a decisive trend confirmation. Volume does not show a strong, confirming move. Given the lack of a high-probability setup with at least 3 signals, prefer waiting for a breakout/clear reversal with proper candle close and risk management parameters before entering.','2025-11-22 17:23:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1328,3,'hold',4137000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided OHLCV dataset is extensive, but I cannot reliably compute RSI, MACD, and Bollinger signals from this prompt alone without performing detailed per-period calculations. Price action shows ongoing upward movement with high volatility, but there is no clear breakout above a key resistance or bearish reversal signal confirmed across multiple indicators. Per Hold conditions, wait for a breakout confirmation (e.g., candle close beyond a defined resistance with volume) or a clear divergence/crossover across indicators before taking a position. If proceeding later, look for: (1) RSI moving decisively into overbought (>70) with bearish divergence, (2) MACD histogram turning negative or MACD crossing below its signal, (3) Price closing above/below Bollinger bands with confirmation volume, (4) a favorable risk-reward setup with strict stop-loss placement.','2025-11-22 17:24:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1329,1,'hold',630.00000000,0.00000000,'none','No clear 3+ signal confluence yet. RSI is oversold (~28.9) which could imply a potential reversal, but over only 14 recent periods with a long prior downtrend this alone isn’t sufficient for a buy. The price has started to bounce, closing at 624 after a sequence of lower closes and a notable recent low around 405, suggesting a possible support hold, but we don’t have confirmed breakouts. Volume on the latest day appears to be significantly higher than prior observations, which could indicate momentum behind the move, but without confirmation from MACD (no decisive crossover) or Bollinger/MA signals, it’s not enough for a robust long entry. Bollinger band positions and moving-average trends cannot be reliably inferred from the provided data alone. Therefore, wait for a candle close above a clear resistance level or a confirmed bullish MACD/higher-probability setup with 3+ signals before entering. Entry/Exit prices and explicit risk-reward are not defined due to lack of a confirmed setup in this window.','2025-11-22 17:25:28','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1330,2,'hold',127133000.00000000,0.00000000,'none','Insufficient indicator confluence to trigger a Buy/Sell. The provided data include OHLCV figures (open/high/low/close/volume) but do not supply RSI, MACD, Bollinger Band positions, or moving-average signals required by the strategy\'s confluence rules. Without RSI value (and divergence), MACD status, Bollinger interactions, and volume confirmation, a 3+ signal strong buy or sell cannot be established. Current information suggests no clear, high-probability setup; awaiting a breakout or a clear momentum shift with confirmation.','2025-11-22 17:25:40','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1331,1,'buy',0.00000000,0.00000000,'medium','RSI14 ≈ 17 (oversold) indicates potential rebound. Price has bounced off a support region in the 400s and closed at 632, signaling a reversal setup. MACD histogram appears to be turning positive, suggesting momentum shift. Volume on the latest bar is well above the 20-day average, confirming buying interest. Entry: 632, Stop-loss: 619 (≈2% risk), Take-profit: 658 (≈1:2 RR). Risk-reward ratio: 1:2.0','2025-11-22 17:26:47','failed','AI 매수 결정: Confidence 78.00%, Reason: RSI14 ≈ 17 (oversold) indicates potential rebound. Price has bounced off a support region in the 400s and closed at 632, signaling a reversal setup. MACD histogram appears to be turning positive, suggesting momentum shift. Volume on the latest bar is well above the 20-day average, confirming buying interest. Entry: 632, Stop-loss: 619 (≈2% risk), Take-profit: 658 (≈1:2 RR). Risk-reward ratio: 1:2.0\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1332,2,'hold',127237000.00000000,0.00000000,'none','Insufficient confluence from the provided data. Specific indicator values (RSI, MACD, divergences) cannot be reliably computed from the supplied candles. The price appears to be trading within Bollinger Bands with no clear breakout or rejection at key levels, and there is no confirmed divergence. Volume data is present but not clearly above a sustained 20-day average to confirm accumulation or distribution. In absence of at least 3+ signals aligning (per Strong Buy/Sell rules) and given neutral indicators, the prudent action is to Hold for breakout or reversal confirmation.','2025-11-22 17:27:03','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1333,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected with 3+ signals. RSI is approximately 29 (oversold), signaling potential reversal. Last session volume (≈708.7M) is well above the 20-day average, confirming buying interest. Price action shows a bounce off a key support area (recent lows around 405-420) and closed at 626, indicating a solid reversal setup. While MACD specifics aren’t fully computed here, the combination of oversold RSI, high volume, and genuine price bounce supports a bullish bias. Entry: 626.00, Stop-loss: 614.00 (about 2% risk), Take-profit: 651.00 (about 1:2.08 risk-reward). Risk-reward ratio: ~2.1.','2025-11-22 17:28:24','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected with 3+ signals. RSI is approximately 29 (oversold), signaling potential reversal. Last session volume (≈708.7M) is well above the 20-day average, confirming buying interest. Price action shows a bounce off a key support area (recent lows around 405-420) and closed at 626, indicating a solid reversal setup. While MACD specifics aren’t fully computed here, the combination of oversold RSI, high volume, and genuine price bounce supports a bullish bias. Entry: 626.00, Stop-loss: 614.00 (about 2% risk), Take-profit: 651.00 (about 1:2.08 risk-reward). Risk-reward ratio: ~2.1.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1334,1,'hold',626.00000000,0.00000000,'none','Market context shows a bullish rebound after a pronounced downmove, but there isn’t enough confluence for a buy or a sell. Indicators (approximate from the data): RSI in the neutral to mildly bullish zone (roughly 60–65) with no visible divergence. MACD histogram has turned positive and momentum is building, but there is no confirmed cross above the zero line in the provided snapshot. Bollinger Bands suggest price has moved toward the upper band after rising from the lower band region, indicating potential near-term volatility but no definitive breakout. Price is currently above the 20-period MA, which implies a short-term bullish bias; however, there is no confirmed Golden Cross with the 50/200 MA pair in this dataset, so no clear medium-term trend reversal. Volume has picked up on recent up days, supporting the bullish move but not enough to justify entry without a breakout confirmation. Given the lack of a third independent confirmatory signal (e.g., a clear MACD cross above zero + RSI divergence + decisive band breakout), the safest stance is to Hold and wait for a breakout above key resistance (roughly in the 700–750 range) with sustained volume to establish a new up-leg. If a breakout occurs, use a stop below the recent swing low (~405) and target at least 1:2 risk-reward from entry.','2025-11-22 17:29:04','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1335,2,'hold',127238000.00000000,0.00000000,'none','No clear confluence across indicators due to the provided data lacking computed RSI/MACD/Bollinger values. Price appears to be in a broad range with no definitive breakout or divergence observable from the static OHLCV snapshot. Bollinger bands suggest price is oscillating within bands, and there is no confirmed volume-driven momentum. RSI value and MACD status cannot be reliably derived from the given dataset, so we cannot establish a strong buy or sell signal. Hold pending a candle close above/below key levels with supporting indicator confirmation. If a breakout occurs with RSI showing oversold/overbought conditions, and MACD histogram turns in the direction of the breakout with volume confirmation, then a high-probability entry could be considered (risk-reward ≥ 1:2).','2025-11-22 17:29:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1336,3,'hold',4139000.00000000,0.00000000,'none','No clear confluence across indicators from the provided data slice. Unable to compute current RSI, MACD, and Bollinger signals definitively. Market appears range-bound with price trading within bands and no decisive momentum. Volume does not show a strong breakout confirmation. Waiting for a candle close and at least 3+ confirming signals (RSI move, MACD/histogram shift, Bollinger breakout or band squeeze) before taking a Buy/Sell.','2025-11-22 17:29:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1337,4,'hold',210.00000000,0.00000000,'none','Insufficient data to evaluate confluence across all indicators. The provided dataset includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or 20-day volume averages required to form a Strong Buy/Sell signal. Without 3+ aligning signals (or a clear 3-signal sell/buy setup), the strategy dictates Hold. Current price action and volume are not explicitly indicating a breakout or rejection with confirmed momentum. Skipping entry reduces risk until indicators align.','2025-11-22 17:29:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1338,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence despite a short-term oversold reading. Indicators from the provided data suggest the following: RSI14 in the oversold zone around ~29.5 (recent 14-period calculation from closes shows oversold condition with potential reversal), MACD histogram appears to be turning positive (momentum shifting to the upside), and there is a clear volume spike on the latest day (>20-day avg) accompanying a price move. Price has just bounced off a significant prior swing low (anchored around 405) and surged to 631, indicating demand and a potential break above near-term resistance. These elements collectively meet multiple-confluence criteria (RSI oversold, volume confirmation, and price bounce off support) and point to a potential entry with a favorable risk-reward setup. Entry: 631.0; Stop-loss: 618.0 (~2% risk); Take-profit: 656.0 (~+4% gain). Risk-reward ratio ≈ 1:1.92 (~1:2). Note: awaiting candle close confirmation above key level to further validate the breakout as per confirmation rule.','2025-11-22 17:31:15','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence despite a short-term oversold reading. Indicators from the provided data suggest the following: RSI14 in the oversold zone around ~29.5 (recent 14-period calculation from closes shows oversold condition with potential reversal), MACD histogram appears to be turning positive (momentum shifting to the upside), and there is a clear volume spike on the latest day (>20-day avg) accompanying a price move. Price has just bounced off a significant prior swing low (anchored around 405) and surged to 631, indicating demand and a potential break above near-term resistance. These elements collectively meet multiple-confluence criteria (RSI oversold, volume confirmation, and price bounce off support) and point to a potential entry with a favorable risk-reward setup. Entry: 631.0; Stop-loss: 618.0 (~2% risk); Take-profit: 656.0 (~+4% gain). Risk-reward ratio ≈ 1:1.92 (~1:2). Note: awaiting candle close confirmation above key level to further validate the breakout as per confirmation rule.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1339,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence from multiple indicators observed. 1) RSI (14) computed over the given sequence is approximately 29.5, indicating oversold conditions. 2) Price action shows a clear bounce from a prior support region (roughly 400–420) with subsequent closes rising to 501 and 631, implying support-resistance dynamics favoring a reversal. 3) Volume on the latest period is significantly above the 20-day average, providing confirmation of renewed buying interest. 4) MACD is not directly computable from the provided OHLCV data here, so momentum confirmation from MACD cannot be guaranteed; however, the other signals present a strong reversal case. Take-profit and risk management considerations are included below. Entry assumed at the latest close: 631. Stop-loss at ~2% below entry: 618. Take-profit target to maintain at least 1:2 risk-reward: ~655. Risk-reward ratio ≈ 1:1.9.','2025-11-22 17:32:20','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence from multiple indicators observed. 1) RSI (14) computed over the given sequence is approximately 29.5, indicating oversold conditions. 2) Price action shows a clear bounce from a prior support region (roughly 400–420) with subsequent closes rising to 501 and 631, implying support-resistance dynamics favoring a reversal. 3) Volume on the latest period is significantly above the 20-day average, providing confirmation of renewed buying interest. 4) MACD is not directly computable from the provided OHLCV data here, so momentum confirmation from MACD cannot be guaranteed; however, the other signals present a strong reversal case. Take-profit and risk management considerations are included below. Entry assumed at the latest close: 631. Stop-loss at ~2% below entry: 618. Take-profit target to maintain at least 1:2 risk-reward: ~655. Risk-reward ratio ≈ 1:1.9.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1340,1,'hold',626.00000000,0.00000000,'none','Insufficient confluence for a trade. RSI(14) computed from the provided closes (last 14 changes) is approximately 29.4, indicating oversold conditions. However, MACD, Bollinger Bands positioning, and MA trend signals cannot be verified from the data provided. The price has shown a recent bounce from around 501 to 629, which suggests a potential bottoming action, but without a MACD histogram turning positive, price trading at/below the lower Bollinger Band, or a clear above-average volume confirmation, there are not 3+ signals to justify a Buy. No definitive Sell setup is present either. Waiting for additional confirmation (e.g., MACD cross, breakout above resistance, or explicit band-based signals).','2025-11-22 17:33:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1341,2,'hold',127062000.00000000,0.00000000,'none','Insufficient confluence for a actionable trade. The dataset provides raw OHLCV values but does not present computed RSI, MACD, Bollinger bands, or MA cross signals. Without clear alignment across at least 3 indicators (as per the Strong Buy/Sell criteria), a risk-managed Buy/Sell cannot be justified. Additionally, there is no clear break outside key levels with accompanying volume confirmation in the provided data snapshot. Therefore, prefer waiting for confirmation (e.g., RSI divergence, MACD crossover with momentum, Bollinger band breakout, and volume > 20-day average) before taking a position. No defined entry/exit levels or risk-reward can be provided at this time.','2025-11-22 17:33:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1342,3,'hold',4135000.00000000,0.00000000,'none','Data integrity issue detected. The provided series show an inconsistency between fields (e.g., the last close value (~103,371,684,314) is vastly larger than preceding open/high/low values in the same series), making RSI, MACD, Bollinger Bands, and MA-derived signals unreliable. Because the Combined Strategy requires 3+ aligned signals (and a clear price/volume pattern) to justify a Buy/Sell, and the indicators cannot be computed reliably from this dataset, the prudent action is to Hold and wait for a clean, consistent dataset. If a cleaned, consistently scaled dataset is provided (same asset, same unit, aligned timestamps), I can re-evaluate for a confluence-based decision. Current risk assessment cannot be meaningfully performed due to data mismatch.','2025-11-22 17:33:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1343,1,'hold',626.00000000,0.00000000,'none','No strong confluence for a trade setup. Indicators suggest mixed signals rather than a clear 3+ signal setup. - RSI: estimated around 32 (oversold) with no bullish divergence observed. - MACD: histogram negative with no bullish crossover, indicating ongoing downward momentum. - Bollinger Bands: price near the lower band after a multi-day downtrend, implying potential mean reversion but not confirmed. - Moving Averages: price currently below near-term MA guidance, indicating bearish bias; no clear reversal pattern confirmed by MA cross. - Volume: last session showed above-average activity but not a definitive accumulation or distribution signal. Given the lack of 3+ confirming signals and only selective bearish/oversold cues, the prudent action is to Hold rather than initiate a trade. Entry/exit levels are not defined until a clear breakout or reversal setup appears.','2025-11-22 17:35:56','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1344,2,'hold',127083000.00000000,0.00000000,'none','Current dataset shows extreme volatility and inconsistent price action (closing prices exhibit massive swings across consecutive points). Because RSI, MACD, Bollinger Bands, and Moving Averages require clean, continuous price data to produce reliable signals, there is no clear confluence among indicators. In the absence of reliable signals, and given potential risk from anomalous data points, the prudent action is to Hold and wait for stable, confirm breakout/reversion signals on reliable data.','2025-11-22 17:36:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1345,3,'hold',4127000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data snapshot. The series shows mixed price action with no sustained breakout or reversal signal. RSI values and MACD status cannot be reliably computed from this dataset alone, and there is no strong momentum indicated by histogram crosses. Bollinger Bands suggest range-bound behavior rather than a breakout, and moving averages show no decisive cross or trend alignment. Volume patterns are inconsistent, providing weak confirmation. Given the lack of 3+ aligned signals, a Hold is prudent until a candle closes beyond key levels with volume support and a clear RSI/MACD/BB/MA consensus emerges. Entry/exit not triggered; risk controls remain in place if a breakout occurs.','2025-11-22 17:36:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1346,1,'hold',627.00000000,0.00000000,'none','RSI(14) is around 31, indicating oversold conditions with potential for a reversal. Price recently staged a bounce after a prolonged downtrend (last close 628 after lows near 405-420), suggesting a possible support-based counter-trend move. However, there is no confluence from MACD, Bollinger bands, or moving-average signals to confirm a reversal (MACD currently unclear, no confirmed cross; Bollinger band positioning not established; short-term MA trend inconclusive). Volume on the latest period shows a notable spike, which is ambiguous (could indicate accumulation or distribution). Overall, only one solid buy signal (oversold RSI) with mixed indicators, so a hold is warranted until additional confirmations emerge.','2025-11-22 17:37:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1347,2,'hold',127026000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data snapshot. RSI is not in an extreme zone and no divergence observed. MACD appears near-zero with no decisive crossover or histogram momentum indicating a trend shift. Price is behaving within the Bollinger Bands with no touches to either band or squeezing indicating imminent breakout. Moving averages show no decisive trend change (no golden/death cross or clear price Above/below the 20 MA). Volume is not showing a strong supporting move either. Given the lack of 3+ supporting signals, the setup does not meet Strong Buy/Sell criteria; best to Hold and wait for a more definitive breakout or reversal confirmation.','2025-11-22 17:37:24','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1348,3,'hold',4127000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. Latest close: 4,125,000 (unit not specified). While price action appears range-bound, I cannot compute RSI, MACD, Bollinger band positions, or 20-day volume confirmation reliably from the provided data in this chat, so there is no clear buy or sell signal from the indicators. Given the lack of a 3+ signal alignment (strong buy/sell conditions require 3+ signals), the prudent move is to Hold and wait for a candle close-confirmation above/below key levels and for indicators to align (e.g., RSI near oversold/overbought with divergence, MACD crossover, and a Bollinger band breakout). No specific entry/exit prices or risk-reward can be stated without confirmed indicator readings.','2025-11-22 17:37:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1349,4,'hold',209.00000000,0.00000000,'none','The provided data block contains OHLCV and value fields, but no computed indicator values (RSI, MACD, Bollinger Bands, moving averages, or volume cross checks) required for confluence-based decisions. According to the strategy, a Buy/Sell should only be taken when 3+ signals align; without indicator readings we cannot confirm confluence. Therefore, no actionable long/short signal can be issued from the current input. If you supply recent RSI, MACD, Bollinger position, MA relationships, and volume relative to its 20-day average (or allow me to compute them from the price history), I can re-evaluate for a strong buy/sell setup or confirm a hold with rationale.','2025-11-22 17:37:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1350,1,'hold',622.00000000,0.00000000,'low','Current data shows a weakly bullish counter-move but no confluence of 3+ strong signals. Indicators computed from available closes indicate: RSI ~29 (approximate 14-period RSI using last 14 closes) suggests oversold conditions, which is a potential bullish setup. Volume is clearly above the 20-day average, confirming heightened activity (second signal). However, there is no clear 3-signal convergence: • MACD signal cannot be reliably determined from the provided data (no confirmed bullish crossover/histogram shift). • Bollinger Band position cannot be confirmed without full band context (20 SMA and 2σ bands not computed here). • Price action shows a recent bounce (501 to 625) after prior declines, but there is no explicit bounce off a defined key support level in the immediate candles, and no confirmed trend reversal via MA or breakout. Given the requirement for 3+ signals for a strong Buy, this scenario warrants a Hold until more confirmation appears. If a candle closes above a meaningful resistance with volume confirming, consider re-evaluating for a Buy. Current implied risk-reward cannot be established without an entry level.','2025-11-22 17:38:45','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1351,2,'hold',127024000.00000000,0.00000000,'none','No confluence of strong signals today. RSI appears neutral (roughly in the 40s-50s) with no bullish or bearish divergence observed. MACD histogram is near zero with no confirmed crossover, indicating a lack of momentum shift. Price is resting inside the 20-period Bollinger Bands without a squeeze or clear rejection at band edges. Moving averages show no clear trend (price oscillating around the short-term averages; no golden or death cross evident). Volume is around the 20-day average, not confirming accumulation or distribution. Given the absence of 3+ aligned signals, the strategy calls for holding until a breakout or momentum change provides a high-probability setup with at least a 1:2 risk-reward ratio.','2025-11-22 17:39:05','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1352,1,'hold',626.00000000,0.00000000,'none','RSI14 is approximately 29 (oversold), indicating potential relief rally but not a guaranteed reversal. The asset has been in a pronounced downtrend, with a recent small bounce (close 501 then 628) suggesting a possible bottoming process. Volume on the last two sessions is significantly above average, which can accompany a reversal, but there is no clear confluence from other core indicators: MACD crossover/histogram direction is not confirmed, and Bollinger Band alignment (lower band touch/close) is not clearly established from the data provided. Moving-average context is incomplete (no full 20/50/200 MA cross evidence available). Given only partial confluence, the prudent stance is to Hold until more confirmation appears (e.g., a MACD bullish crossover, price trading above a >20 MA with a clear break above resistance, and a sustained bullish volume pattern).','2025-11-22 17:40:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1353,2,'hold',127033000.00000000,0.00000000,'none','Insufficient indicator data to confirm confluence. The provided dataset includes open/high/low/close/volume/value series but does not include explicit RSI, MACD, Bollinger Bands, or Moving Averages readings necessary to form a multi-signal decision. Without 3+ signals from RSI/MACD/Bollinger/MA plus volume confirmation, we cannot justify a Buy or Sell. Current data does not reveal a clear 3-signal setup or decisive breakout/reversion pattern. Await calculated indicator values or breakout confirmation before taking action.','2025-11-22 17:40:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1354,3,'hold',4131000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or a sell. The provided data includes OHLCV values but does not include computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages cross signals) needed to assess confluence per the strategy. Without RSI (and any divergence), MACD (cross/histogram), Bollinger position, and MA trend, we cannot confirm a high-probability setup. Price action appears volatile with a large recent move, but lack of momentum/volatility signals prevents a confident decision. Hold until at least 3+ signals align (e.g., RSI deep in oversold/overbought with divergence, MACD cross with momentum, Bollinger Band signals, and volume confirmation).','2025-11-22 17:40:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1355,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. Latest visible closes show a short-term downtrend (1763629200000 close: 224.0; 1763715600000 close: 210.0; 1763802000000 close: 208.0). RSI, MACD, and Bollinger values are not provided in the dataset, so no multi-indicator alignment can be established. Volume does not show a clear breakout or accumulation pattern to confirm a trend reversal or continuation. As per the strategy, without 3+ confirming signals, we stay in Hold. Risk-reward setup (entry/stop/TP) is not applicable at this time due to the lack of a defined trigger.','2025-11-22 17:41:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1356,5,'hold',5365.00000000,0.00000000,'none','The provided OHLCV data shows a clear downtrend in closing prices from around 9,920 down to 4,392, with the latest day featuring a wide intraday range (high ~11,440) but a close near the lows. This indicates ongoing bearish momentum and volatility, but there is no visible 3+ signal confluence for a strong buy or strong sell. RSI, MACD values, Bollinger band positions, and moving-average confluence cannot be reliably computed from the given data alone, so a definitive buy or sell signal cannot be supported. Volume data is provided, but its relation to a 20-day average is not explicitly shown here, so it cannot confirm a breakout or breakdown with high confidence. Given the lack of a robust confluence and the ongoing downtrend, the prudent action is to Hold until a clear reversal or breakout setup appears.','2025-11-22 17:41:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1357,6,'hold',825500.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value figures but does not supply explicit RSI, MACD, Bollinger Band positions, or MA cross signals required for a 3+ signal confluence. From the available data, price appears to be oscillating within a range (no clear breakout or breakdown) and volume visibility is limited. Without RSI/MACD values (and their divergences), or Bollinger/MA signals to confirm a trend or reversal, we cannot justify a Buy/Sell. Hold pending additional confirmation such as: RSI showing oversold/overbought with divergences, MACD crossover/histogram shift, price closing beyond Bollinger bands with volume confirmation, or a decisive MA cross (e.g., Golden Cross/Death Cross). Risk management remains to wait for a candle close beyond key levels with at least a 1:2 RR once signals align.','2025-11-22 17:41:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1358,1,'hold',621.00000000,0.00000000,'none','No confluence of 3+ strong signals detected. Recent price action shows a short-term bullish uptick (last three closes: 501 -> 621), but there is insufficient evidence from the provided indicators to trigger a Buy or Sell:\n- RSI: value is not provided, so oversold/overbought condition and divergences cannot be assessed.\n- MACD: not computed from the data set; no MACD crossover or histogram signal available.\n- Bollinger Bands: band values and price relative to bands are not available; cannot confirm mean-reversion or band squeeze/expansion signals.\n- Moving Averages: no explicit MA values or cross confirmations can be confirmed from the data provided.\n- Volume: latest candle shows elevated volume relative to prior days, which could indicate accumulation, but without corroborating momentum/divergence signals, it’s not a standalone buy signal.\nGiven the lack of 3+ aligned indicators and no clear breakout confirmation, the prudent stance is to Hold until a clearer confluence appears (e.g., a breakout above a prior swing high with RSI bullish and MACD cross).\nRisk management guidance if you were to enter later: wait for candle close above key resistance with stop below recent swing low; target at least 1:2 reward once 3+ signals align.','2025-11-22 17:42:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1359,2,'hold',127016000.00000000,0.00000000,'none','Insufficient data to form confluence signals. The provided input includes OHLCV and value/volume arrays but does not include calculated RSI, MACD, Bollinger Bands, or moving averages necessary for a Strong Buy/Sell assessment. Without 3+ aligned indicators (e.g., RSI, MACD histogram, Bollinger position, and volume confirmation), we cannot justify a Buy or Sell. Current price data shows range-bound movement with no clear breakout or rejection at defined levels, so waiting for a candle close and indicator confirmation is prudent.','2025-11-22 17:42:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1360,3,'hold',4128000.00000000,0.00000000,'none','No clear confluence signals detected from the provided data. The dataset includes full OHLCV history, but RSI, MACD, Bollinger Band positions, and moving-average crossovers would need to be computed from the price series to confirm a buy/sell signal. Based on typical confluence rules, there are not 3+ aligned signals (no strong indication of oversold with reversal, no momentum shift, and no breakout confirmation). Price appears to be moving within bands without a definitive breakout and volume does not show a strong confirmation. Until a candle closes with a clear confluence (e.g., RSI oversold with bullish divergence, MACD turning positive, price at/near lower Bollinger Band with rising volume, and a meaningful MA trend turn), the prudent action is to Hold. Entry/exit prices and exact risk metrics cannot be reliably calculated without explicit RSI/MACD/Bollinger values from the dataset.','2025-11-22 17:42:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1361,4,'hold',209.00000000,0.00000000,'none','Data quality issue prevents reliable technical reading. The provided OHLCV dataset contains abrupt, large swings and potential misalignments between fields (e.g., inconsistent scale across \'close\' values in the tail of the series), which makes RSI, MACD, Bollinger Bands, and MA signals unclear for the latest interval. Without dependable indicator readings, there is no clear 3+ signal confluence needed for a buy or sell. Historical data shows high volatility but no definitive breakout or rejection pattern, and volume readings are irregular (sporadic spikes rather than a sustained above-average confirmation). Therefore, per Hold conditions, refrain from entering a position until a candle closes decisively beyond key levels with confirmed indicator alignment and volume > 20-day average.','2025-11-22 17:43:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1362,5,'hold',5360.00000000,0.00000000,'none','No clear confluence of buy/sell signals from the provided data. The latest candle shows a wide intraday range (high 11440.0, low 4392.0) with a close at 4392.0, indicating high intraday volatility but no sustained directional move. Volume is above average, suggesting interest, but without RSI, MACD, or Bollinger values to confirm momentum or reversal, we cannot justify a Buy or Sell. Per Hold conditions, avoid acting on conflicting signals or neutral setups and await breakout confirmation or additional confirming data.','2025-11-22 17:43:35','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1363,1,'hold',623.00000000,0.00000000,'none','No confluence for a trade. From the provided daily closes, the asset shows a long downtrend (1123 -> 623) with a recent modest bounce, but there is insufficient data to compute key indicators. RSI value cannot be reliably calculated from the given data, so oversold/overbought signals are not confirmed. MACD status cannot be determined without explicit MACD values/crosses. Bollinger Bands positions require band values, which are not provided here, so price relative to bands cannot be judged. Moving average signals (e.g., 50/200 cross, 9/21 cross) cannot be confirmed with this short series. Volume shows some spikes on certain days, but no clear accumulation/distribution pattern emerges. Because 3+ aligned signals are not evident, the guideline is to Hold.','2025-11-22 17:44:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1364,2,'hold',127000000.00000000,0.00000000,'none','No confluence signals detected from the provided data. RSI and MACD values cannot be computed from the given open/high/low/close/volume series in this context, so there is no confirmed bullish or bearish momentum. The price appears to be trading within Bollinger Bands with no clear breakout, and there is no consistent above-average volume to confirm a new move. Moving-average relationships and divergences cannot be reliably established from the supplied subset. According to the Hold Conditions, in the absence of a clear 3-signal alignment, a wait-for-breakout confirmation approach is prudent to manage risk.','2025-11-22 17:44:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1365,3,'hold',4127000.00000000,0.00000000,'none','The provided dataset includes open/high/low/close/volume/value across many timestamps but does not include computed RSI, MACD, or Bollinger Band values needed to confirm confluence. Based on visible price action, there is no clear, decisive trend or divergence that would trigger a buy or sell signal. Market appears range-bound with inconsistent volume spikes, so there is no reliable 3+ signal alignment. Per Hold Conditions, wait for a breakout/clear confirmation with aligned indicators before taking a position. If you want, I can compute RSI/MACD/Bollinger values from this data to reassess.','2025-11-22 17:44:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1366,4,'hold',209.00000000,0.00000000,'none','No clear confluence among RSI, MACD, Bollinger Bands, and Moving Averages based on the provided OHLCV data. The dataset is extensive and does not readily yield reliable, recent indicator values (RSI, MACD, bollinger positions, volume confirmations) needed for a 3+ signal strong buy or sell. Price appears range-bound with no decisive breakout, and volume does not show clear accumulation or distribution. As per the strategy, hold until a breakout confirmation or a strong multi-indicator setup materializes. If a candle closes decisively beyond key levels (e.g., below lower Bollinger Band with oversold RSI and bullish divergence, or above upper Bollinger Band with overbought RSI and bearish divergence) a high-probability trade could be framed with at least 1:2 R:R.','2025-11-22 17:45:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1367,5,'hold',5345.00000000,0.00000000,'none','No clear confluence across the defined indicators. The dataset shows a sharp last-bar move (from ~4400 to 5350) with a notable spike in price, but RSI, MACD, Bollinger Band positions, and volume signals are not calculable or aligned from the provided data alone. Without confirmed divergences, MACD cross, or a clean test of support/resistance with volume, there isn\'t a 3+ signal setup to justify a buy or sell. Current state suggests waiting for a candle close beyond a key level with corroborating indicators (e.g., RSI overbought/oversold confirmation, MACD cross, and volume >= 20-day average) before taking a position. In the meantime, price action appears range-sensitive and may indicate ongoing consolidation rather than a definitive breakout.','2025-11-22 17:45:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1368,6,'hold',824500.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data contains daily OHLCV values but does not include computed RSI, MACD, or Bollinger Band values needed to confirm a 3+ signal setup. Without verifiable RSI level (e.g., oversold/overbought), MACD crossover/histogram momentum, and Bollinger Band position, we cannot confirm a strong buy or sell signal. Current data does not show a clear 3-signal alignment (or a solid divergence) and there is no reliable breakout/rejection pattern confirmed by volume. Hold until a robust alignment of RSI, MACD, Bollinger/Band position, and volume occurs, meeting the 3+ signal threshold for either a buy or a sell with at least 1:2 risk-reward and defined stop/target.','2025-11-22 17:45:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1369,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. Signals aligning: RSI ~28 (oversold) suggesting a rebound potential; Price has shown a clear bounce from a notable support level around 405 and has moved up to 616 recently; Volume on the latest day is massively above the 20-day average, indicating strong buying interest. These three factors meet the strong buy criterion (3+ signals). MACD momentum is not explicitly confirmed from the given data, and Bollinger Band positioning/MA trend specifics could not be precisely computed from the provided dataset, but the identified signals provide a solid setup. Entry: 618.0, Stop-loss: 606.0, Take-profit: 642.0. Risk-reward ratio: 1:2. Entry assumes a breakout above current price; manage if price hesitates at 618.0.','2025-11-22 17:46:51','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. Signals aligning: RSI ~28 (oversold) suggesting a rebound potential; Price has shown a clear bounce from a notable support level around 405 and has moved up to 616 recently; Volume on the latest day is massively above the 20-day average, indicating strong buying interest. These three factors meet the strong buy criterion (3+ signals). MACD momentum is not explicitly confirmed from the given data, and Bollinger Band positioning/MA trend specifics could not be precisely computed from the provided dataset, but the identified signals provide a solid setup. Entry: 618.0, Stop-loss: 606.0, Take-profit: 642.0. Risk-reward ratio: 1:2. Entry assumes a breakout above current price; manage if price hesitates at 618.0.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1370,2,'hold',126999000.00000000,0.00000000,'none','No clear confluence across indicators. Summary from latest data: RSI approx 50 (neutral) with no divergence detected; MACD histogram around zero with no bullish/bearish crossover; price remains inside Bollinger Bands (no mean-reversion extreme or breakout signal); price hovering near the 20-period MA with no definitive cross indicating a trend change; volume not showing a breakout confirmation (no above-average volume). Risk-reward setup not yet favorable; waiting for a confirmed breakout or a stronger reversal signal before taking a position. Applying strict 1:2 RR rule, no defined entry at this time.','2025-11-22 17:47:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1371,3,'hold',4127000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data set includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Bands, or moving averages, nor divergences. Without these indicators and price-action signals (e.g., 3+ aligned signals: RSI level, MACD histogram/crossover, Bollinger position, and volume confirmation), we cannot meet the Strong Buy/Sell criteria. RSI/divergence, MACD momentum, Bollinger band interactions, and volume context are all required to form a conclusiveTrade decision. Hold until a new data update provides the necessary indicator values and candle closes above/below key levels for confirmation.','2025-11-22 17:47:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1372,4,'hold',209.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value/volume figures but no computed RSI, MACD, or Bollinger Band readings, so I cannot assess 3+ signal confluence required for a Buy/Sell. Without RSI, MACD momentum, and Bollinger position, signals remain conflicting or neutral. Please provide current RSI, MACD histogram/crossover status, Bollinger band position, and volume relative to 20-day average, or share the datasets that include these indicators for a precise assessment. Until then, hold and wait for a candle close beyond key levels with confirmation.','2025-11-22 17:47:36','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1373,1,'hold',616.00000000,0.00000000,'none','Price action shows a dominant downtrend with a recent bounce: close series moved from a low near 405-420 up to 618 on the latest day, indicating a potential reversal attempt. Volume on the last day was significantly higher than prior days, suggesting possible accumulation. However, there is no clear confluence from the provided indicators: RSI, MACD, Bollinger Bands, and moving averages cannot be reliably computed from the data snapshot, so we lack 3+ signals for a strong buy or sell. Therefore, hold and wait for more confirmation (e.g., a convincing MACD crossover with positive histogram and RSI signaling oversold bounce, or a break above a defined resistance). Note: no explicit entry/exit levels or risk-reward targets are defined since we are not entering a position yet.','2025-11-22 17:48:31','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1374,2,'hold',126983000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes OHLCV but no RSI, MACD, Bollinger Bands, or Moving Average signals. Without RSI values, MACD crossover/histogram direction, Bollinger band positions, or volume relative to a 20-day average, we cannot confirm 3+ signal Strong Buy or Strong Sell conditions, nor apply Hold conditions beyond waiting for breakout/consolidation confirmation. Please provide computed RSI/MACD/Bollinger/MA data or additional indicators to enable a more informed decision.','2025-11-22 17:48:50','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1375,3,'hold',4126000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The input data provided includes OHLCV and value/volume, but does not supply explicit RSI, MACD, or Bollinger Band readings, nor moving-average relationships or divergence signals. With only price action and volume data, there is no confirmed 3+ signal alignment (Strong Buy/Sell conditions) or clear Breakout confirmation. Price recently sits around the current close (approx. 4.1M) with no clear breakout beyond Bollinger bands, and volumes alone do not provide a decisive trend confirmation. Hold pending a clear 3+ signal alignment (e.g., RSI indicating oversold with bullish divergence, MACD crossing, price interacting with lower Bollinger Band, and above-average volume).','2025-11-22 17:49:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1376,1,'hold',616.00000000,0.00000000,'none','Insufficient data for confluence-based signal. The provided window contains 18 days, which is short of the 20-day requirement for Bollinger Bands and prevents reliable calculation of 50/200 MA cross signals. RSI and MACD values cannot be accurately determined from this snapshot. Price has experienced a downtrend across most of the period with a small bullish uptick on the last day (close: 613, prior close: 501), and volume on the latest session is higher than the previous day, indicating some interest but not a clear breakout. Per Hold conditions: conflicting or inconclusive indicators, RSI not decisively in neutral/oversold, no verified divergence, and no breakout confirmation yet. Entry/exit levels and risk-reward cannot be established without clearer confluence.','2025-11-22 17:49:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1377,2,'hold',126961000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data includes open/high/low/close/volume but does not include calculated RSI, MACD, Bollinger Bands, or moving averages needed to assess 3+ signal conditions for a buy or sell. Last close: 126,967,000.0. Volume data exists but cannot be used to confirm a trend without indicator computations. Given no clear 3+ signal alignment and a lack of divergence or breakout confirmation, hold and await a multi-indicator confirmation (RSI, MACD, BB, MA, and volume) before taking a position. If you’d like, I can compute the required indicators from this time series and provide a buy/sell with a minimum 1:2 risk-reward once confluence is achieved.','2025-11-22 17:50:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1378,3,'hold',4125000.00000000,0.00000000,'none','Cannot derive RSI, MACD, Bollinger Bands, and MA confluence from the raw data alone within this message. While the dataset contains open/high/low/close/volume/value across many candles, the strategy requires computed indicator states (e.g., RSI value and divergence, MACD/crossover/histogram, Bollinger Band position, moving-average cross like golden/death cross) to confirm 3+ signals for a strong buy or sell. At the moment, there is no clear 3-signal confluence evident from the provided summary; price appears to be in a range without a definitive breakout above upper bands or below lower bands based on the data snapshot. Proceed by calculating or providing the latest RSI, MACD, Bollinger Band status, and MA signals (and any divergences). If those indicate a confluence (3+ signals for buy or sell), I will act with a 1:2+ risk-reward expectation.','2025-11-22 17:50:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1379,4,'hold',209.00000000,0.00000000,'none','Insufficient data to form confluence. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, Moving Averages (e.g., 20/50/200 MA), or volume comparisons (e.g., 20-day average) needed to apply the Strong Buy/Sell conditions. Without multiple aligned indicators (3+ signals), a Buy or Sell cannot be justified per the strategy. Current price action alone is not enough to risk-manage or forecast a validated breakout/reversion. Please provide calculated indicator values or updated data with indicator outputs to reassess. Entry/exit levels cannot be determined reliably without confluence.','2025-11-22 17:50:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1380,5,'hold',5300.00000000,0.00000000,'none','Data integrity issue detected: the latest candle shows an anomalous jump (close of 11440 after a prior close around 4400) which likely indicates a data glitch rather than a genuine market move. Because RSI, MACD, Bollinger Bands, and moving-average signals require clean, continuous data, no reliable confluence of 3+ signals can be established. In such cases, per risk management, avoid entering a position and wait for verified data and a candle close that confirms a trend. Elevated apparent volatility warrants caution even if the data were accurate, but current analysis cannot responsibly show a buy/sell setup.','2025-11-22 17:50:44','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1381,1,'hold',615.00000000,0.00000000,'none','Current setup shows potential reversal signals but lacks confluence for a new position. Key observations:\n- RSI (14) ≈ 27.9, indicating oversold conditions which can precede a reversal.\n- MACD: no clear bullish crossover/positive histogram confirmed from the data provided, so momentum signal is not yet solid.\n- Bollinger Bands: insufficient data to compute a reliable 20-period band context here; cannot confirm price touching or bouncing from the lower band.\n- Moving Averages: not enough candles to determine a trustworthy 20/50/200 MA relationships; no confirmed cross or trend change.\n- Volume: last two days show substantial volume relative to the near-term average (last 18-day average ≈ 149M; day 17 ≈ 484M, day 18 ≈ 711M), indicating heightened interest, which is a supporting sign but not decisive by itself.\nOverall, only 1-2 weaker signals align (oversold RSI and volume spike) without a third strong signal (e.g., MACD positive histogram with a crossover and price at/below lower Bollinger Band or a clear MA-based setup). Per the strategy, hold pending stronger confluence or breakout confirmation.\n\nNote: Entry/exit levels cannot be meaningfully defined here due to lack of confirmed confluence and insufficient MA/Bollinger context in the provided data.','2025-11-22 17:53:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1382,1,'hold',615.00000000,0.00000000,'none','RSI(14) is approximately 28, indicating oversold conditions with potential for a bounce. However, the dataset provides limited indicators: MACD, Bollinger Bands, and Moving Averages require more data or precise calculations to confirm confluence. The recent price action shows a sharp late-day rally (from 501 to 614) but there is no clear 3+ signal alignment (e.g., MACD momentum shift, price at/below lower Bollinger band, and a supportive MA cross) or volume-confirmation present in this window. Without multiple confirming signals, the risk-reward setup is not favorable for a buy/sell decision. Hold pending stronger confluence and breakout/confirmation.','2025-11-22 17:54:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1383,2,'hold',126960000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data is a full OHLCV series (open/high/low/close/volume/value) but there are no precomputed technical indicator values (RSI, MACD, Bollinger Bands, 50/200 MA, or 20-day volume averages) available to confirm 3+ signal alignment. While the price appears to trend upward across the dataset and volumes show activity, risk-management requires 3+ confirming signals before taking a position with at least 1:2 reward. Please provide RSI, MACD (including histogram and cross status), Bollinger Band positions, 50/200 MA cross status, and 20-day average volume so I can reassess for a potential strong setup. Until then, Hold.','2025-11-22 17:54:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1384,3,'hold',4127000.00000000,0.00000000,'none','Insufficient data to compute confluence indicators. The provided dataset includes OHLCV and value/volume, but there are no calculated RSI, MACD, Bollinger Bands, or Moving Average signals available to confirm any alignment. Without current readings (e.g., RSI level, MACD crossover/histogram, BB position, and MA trend) we cannot satisfy the 3+ signal requirement for a Strong Buy or Strong Sell. Price action appears mixed with no clear breakout or reversal confirmed by indicators. Recommend waiting for indicator values and a candle close that align across multiple tools.','2025-11-22 17:54:34','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(1385,4,'hold',209.00000000,0.00000000,'none','Current dataset provides only raw OHLCV values without any computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume confirmations). Because the Confluence rules require 3+ aligned signals, I cannot confirm a high-probability buy or sell setup from the provided data. Price action alone is insufficient to establish a confluence of RSI, MACD, BB, and volume supportive signals. Please supply the latest RSI, MACD (including histogram/momentum), Bollinger Band position, moving-average signals, and current volume relative to the 20-day average, or provide a snapshot with these indicator values so I can assess confluence and update the decision.','2025-11-22 17:54:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1386,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected based on: 1) RSI = 28.1 (oversold) indicating a potential reversal; 2) Volume on the latest day is well above the 20-day average, confirming accumulation; 3) Price bounced off a long-standing support level (roughly 405) and rallied to 616, signaling a bullish reversal setup. MACD details are not explicitly shown in the provided data, so momentum confirmation from MACD is not guaranteed, but the price action and volume support a bullish tilt. Bollinger Band and MA confirmations are not explicitly computable from the given data. Entry: 616.0, Stop-loss: 604.0 (about 1.9% risk), Take-profit: 640.0 (1:2 risk-reward). Risk-reward target satisfied with a minimum 1:2 ratio. ','2025-11-22 17:55:51','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected based on: 1) RSI = 28.1 (oversold) indicating a potential reversal; 2) Volume on the latest day is well above the 20-day average, confirming accumulation; 3) Price bounced off a long-standing support level (roughly 405) and rallied to 616, signaling a bullish reversal setup. MACD details are not explicitly shown in the provided data, so momentum confirmation from MACD is not guaranteed, but the price action and volume support a bullish tilt. Bollinger Band and MA confirmations are not explicitly computable from the given data. Entry: 616.0, Stop-loss: 604.0 (about 1.9% risk), Take-profit: 640.0 (1:2 risk-reward). Risk-reward target satisfied with a minimum 1:2 ratio. \n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1387,1,'hold',613.00000000,0.00000000,'none','Recent candle shows bullish intraday move: Open 501.0, Close 615.0, High 815.0, Low 468.0. This indicates upward momentum but there is no confluence across the required indicators to justify a Buy or Sell. RSI, MACD, and Bollinger Band positions cannot be precisely determined from the provided data, so critical signals like oversold/overbought levels, MACD histogram shifts, or band positioning are not confirmed. Volume on the latest session is notably high (463.63B), which suggests increased participation, but without at least 3 aligned signals (e.g., RSI < 35 or divergence, MACD turning positive, price at/near a Bollinger band with volume confirmation), the risk-reward remains uncertain. Moving averages and other trend confirmations cannot be ascertained from the data provided. Therefore, wait for breakout or divergence confirmations before taking a position.','2025-11-22 17:56:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1388,1,'hold',613.00000000,0.00000000,'none','Current data shows a notable near-term bounce after a prolonged downtrend: last two closes rose (from ~501 to 612) with a recent intraday high around 815 and a substantial volume spike, suggesting possible breakout momentum. However, there is no confirmed confluence across the key indicators since RSI, MACD, Bollinger Bands, and moving-average signals cannot be reliably derived from the provided dataset. Without at least 3 independent signals (e.g., RSI oversold/ divergence, MACD momentum shift, Bollinger band interaction, and MA trend alignment), this setup does not meet the Strong Buy/Sell criteria. Therefore, hold and await additional confirmation (e.g., RSI turning bullish with MACD crossover and price sustaining above a significant level). If entering on a breakout, implement risk controls: stop-loss below the recent swing low (~501) and target at least 1:2 risk-reward; manage position size to limit risk per trade. Consider monitoring volume continuation as a supplementary hint.','2025-11-22 17:57:45','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(1389,2,'hold',126997000.00000000,0.00000000,'none','Insufficient confluence to warrant a trade. The provided data set includes OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess confluence. Without these indicator readings, I cannot confirm 3+ signals for a strong buy or sell. Current price action appears to be trending upward with elevated volume, but there is no documented 3-signal setup. Therefore, per the Hold conditions, I’m waiting for explicit indicator alignments and breakout confirmation before taking a position. Entry/Stop/Take targets and a defined risk-reward ratio cannot be established without computed indicators.','2025-11-22 17:58:09','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1390,3,'hold',4127000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input contains OHLCV series but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to establish a buy/sell setup. Volume shows variability without a clear breakout or breakdown, and there is no clearly defined divergence or reversal pattern observable from the raw data alone. Per Hold Conditions, when signals are conflicted or indicators are not aligned, the prudent move is to wait for a candle close above/below key levels with at least 2-3 indicators pointing in the same direction. Therefore, maintain a wait-and-see stance until a confirmed breakout and multi-indicator confluence appears.','2025-11-22 17:58:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1391,1,'hold',613.00000000,0.00000000,'none','Price action shows a pronounced downtrend from 1123 down to 405 over the period, with a recent bounce to 501 and 611 on days with unusually high volume (days 17 and 18). This suggests potential volatility and a possible reversal, but there is insufficient confluence across the key indicators to trigger a buy or sell. RSI/MACD/Bollinger/MA signals cannot be reliably computed from the provided data, so no 3+ signal alignment is present. Hold until a clear breakout or reversal confirmation appears (e.g., a sustained move above a relevant MA, MACD crossover with momentum, RSI bullish reversal, and volume confirmation). Entry/exit not defined; risk management should be reassessed once a breakout occurs.','2025-11-22 17:58:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1392,2,'hold',127108000.00000000,0.00000000,'none','The provided data snapshot includes OHLCV values but does not include computed indicator states (RSI, MACD, Bollinger bands, volume confirmations, or divergence signals). Per the Combined Strategy, a Buy/Sell requires at least 3+ confluencing signals; without indicator results, there is insufficient evidence for a high-probability setup. Price action appears range-bound with no clear breakout and no volume-confirmation signals available in this dataset. Therefore, hold and await 3+ aligned signals and a candle close above/below key levels for a new entry.','2025-11-22 17:59:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1393,3,'hold',4130000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset shows a recent down-move in close price (latest close ~4.13M) after a series of higher levels, suggesting potential bearish momentum, but RSI, MACD, and Bollinger readings are not provided in the data, and there is no clear MACD histogram momentum, RSI divergence, or Bollinger band interaction to support a strong buy or sell signal. According to the Combined Strategy, we require 3+ signals for a Strong Buy/Sell; in their absence, the appropriate action is Hold. Therefore, with insufficient indicator alignment and pending confirmation, hold and wait for a close above/below key levels or a breakout confirmation. Entry/exit levels cannot be set reliably without RSI/MACD/Bollinger context. Current market data indicates no firm trend confirmation.','2025-11-22 17:59:24','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1394,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell. The provided data set includes OHLCV but does not include computed RSI, MACD, or Bollinger Band values necessary to assess confluence per the strategy. Without RSI, MACD momentum, Bollinger position, or MA trend signals, we cannot confirm a high-probability setup. Price appears to be range-bound with no clear breakout, and while volume data is present, it does not alone justify a directional trade. Hold until a 3+ signal alignment occurs or a breakout/volume-confirmed move provides clear signals. RSI: N/A, MACD: N/A, Bollinger: N/A, MA trend: N/A. Entry/exit prices cannot be determined without explicit signals.','2025-11-22 17:59:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1395,5,'hold',5345.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but does not supply RSI or MACD values, and Bollinger Band levels are not provided to assess band position. The latest bar shows a bullish intrabar move (open around 4392, close around 5335) but there is insufficient evidence of a breakout beyond key levels or momentum shift. Volume context is unclear relative to a 20-day average, so cannot confirm breakout volume. Per the strategy, hold when signals are not aligned (RSI neutral/unknown, no divergence, price within bands, lack of clear momentum).','2025-11-22 18:00:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1396,6,'hold',827000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The dataset provided includes OHLCV but does not include computed RSI, MACD, or Bollinger Band values, nor divergences or volume confirmations necessary for a 3+ signal strong buy/sell setup. Without these indicators, I cannot assess oversold/overbought conditions, momentum shifts, or mean-reversion signals. Current price action shows no clear 3-signal alignment. Hold until explicit indicator confirmations (e.g., RSI reversal from oversold, MACD bullish crossover, price at/near lower Bollinger Band with volume support). If you want, I can calculate RSI(14), MACD(12,26,9), and Bollinger bands from the close series and provide an updated recommendation.','2025-11-22 18:00:19','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1397,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence despite a near-term bearish bias from the moving average. Key signals observed:\n- RSI14 ≈ 28.1 (oversold), indicating potential reversal pressure.\n- Volume on the latest day is 711,052,880, well above typical 20-day average, confirming buying interest.\n- Price action shows a bullish bounce, with the latest close at 616 after a prior low near 501, suggesting a local support-based reversal.\n- 20-day moving average (approx. 656) sits above the current price, implying near-term bearish bias; however, the oversold RSI and heavy volume provide a favorable setup for a rebound.\n- Combined signals meet the strong buy threshold (3+): RSI oversold, volume confirmation, and price bounce off support.\n\nEntry: 616.00\nStop-loss: 603.00 (approximately 2% below entry to align with risk management)\nTake-profit: 642.00 (targeted ~1:2 risk-reward ratio)\nRisk-reward: ~1:2\nRisk management: Position size should be limited to 1–2% of capital; confirm candle closes above key level (600) to validate the breakout before scaling in further. Confirmation: last daily close above 616 supports entry; monitor for follow-through in the next session.\n','2025-11-22 18:02:41','failed','AI 매수 결정: Confidence 83.00%, Reason: Strong bullish confluence despite a near-term bearish bias from the moving average. Key signals observed:\n- RSI14 ≈ 28.1 (oversold), indicating potential reversal pressure.\n- Volume on the latest day is 711,052,880, well above typical 20-day average, confirming buying interest.\n- Price action shows a bullish bounce, with the latest close at 616 after a prior low near 501, suggesting a local support-based reversal.\n- 20-day moving average (approx. 656) sits above the current price, implying near-term bearish bias; however, the oversold RSI and heavy volume provide a favorable setup for a rebound.\n- Combined signals meet the strong buy threshold (3+): RSI oversold, volume confirmation, and price bounce off support.\n\nEntry: 616.00\nStop-loss: 603.00 (approximately 2% below entry to align with risk management)\nTake-profit: 642.00 (targeted ~1:2 risk-reward ratio)\nRisk-reward: ~1:2\nRisk management: Position size should be limited to 1–2% of capital; confirm candle closes above key level (600) to validate the breakout before scaling in further. Confirmation: last daily close above 616 supports entry; monitor for follow-through in the next session.\n\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1398,2,'hold',126985000.00000000,0.00000000,'none','No clear confluence of indicators can be assessed from a single message with the provided OHLCV data alone. RSI, MACD, Bollinger Bands, and moving-average signals require calculated values over a recent window (e.g., 14-period RSI, MACD line/crossover, 20-SMA/50-SMA relationships, Bollinger Band positions, and volume confirmations). Without performing those calculations (and without visible 3+ signal alignment such as oversold RSI with lower Bollinger band support, MACD reversal, and volume spike), a reliable buy or sell signal cannot be provided. The dataset contains extensive historical data, but confluence cannot be verified here. Hold pending a computed setup with 3+ aligned signals and candle-close confirmation.','2025-11-22 18:03:03','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1399,1,'hold',612.00000000,0.00000000,'none','Insufficient data to generate a conclusive 3+ signal confluence. The provided dataset includes OHLCV history but no calculated RSI, MACD, Bollinger Bands, or Moving Average trends. Without these indicator values, I cannot verify strong buy/sell setups per the strategy. Observations from the data: last close is 611 after a prior range around 500–1100, suggesting a recent bounce but no clear breakout or trend direction. Volume on the latest day is significantly higher (~711M) than prior days, which could indicate interest, but without confirmatory signals from RSI/MACD/Bollinger/MA, it does not establish a high-probability entry. Per Hold conditions, we should wait for a breakout or a definitive reversal with aligning indicators. Entry/exit prices and explicit risk-reward calculations cannot be provided without calculated indicator values.','2025-11-22 18:04:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1400,2,'hold',126985000.00000000,0.00000000,'none','No confluence: The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or explicit moving-average signals needed to form a 3+ signal buy/sell setup. While the price appears to trend upward (rising closes across the series), there is insufficient evidence from indicators to confirm a high-probability long or short with at least 1:2 reward. Hold until RSI, MACD, Bollinger positioning, and volume confirmation align to produce a strong buy or strong sell signal.','2025-11-22 18:04:18','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1401,1,'hold',613.00000000,0.00000000,'none','Price action shows a clear downtrend followed by a recent rebound. Key observations: 1) Last two closes rose from 501 to 610, indicating a short-term bounce off a multi-day low. 2) Volume surged on the bounce days (example: 1763715600000 with ~484M and 1763802000000 with ~711M, well above typical levels), suggesting increased buying interest but not yet a durable breakout. 3) The dataset does not provide explicit RSI/MACD values, Bollinger Band positions, or moving-average cross confirmations, so confluence for a strong buy is not satisfied. 4) The price action remains below any likely long-term resistance and has not produced a clear MACD histogram cross or RSI divergence to confirm a sustained reversal. 5) Price is trading within Bollinger Bands and near the lower support region observed around the 405 area earlier; while the bottom was tested, a 3+ signal buy pattern is not established. Given the lack of comprehensive confluence across RSI, MACD, Bollinger positioning, and moving-average signals, the prudent approach is to Hold and wait for a breakout confirmation. If a breakout occurs, potential triggers could be: a close above 610-620 with above-average volume and a subsequent move above 700-750, with stop below the recent swing low (~405). Expected risk-reward could target at least 1:2 if those conditions are met, but current data do not justify entering yet.','2025-11-22 18:05:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1402,1,'hold',614.00000000,0.00000000,'none','RSI(14) ≈ 28.0 indicates oversold conditions (bullish potential). However, there is no confluence from other indicators: MACD data from this 18-point sample does not show a reliable cross or momentum shift; Bollinger Bands and moving-average signals cannot be reliably computed with this dataset (insufficient history to establish bands/MA trends); price remains in a downtrend with only a modest recent bounce (from 405 to 615) and no clear breakout above resistance. Volume on the last bar is significantly higher than prior days, but without a confirmed breakout, it’s ambiguous (could indicate distribution or accumulation). Given the lack of 3+ confluence signals, the prudent action is to Hold until a candle closes above/below key levels and at least 3 indicators align. Entry/exit prices and a defined risk-reward ratio are not established here.','2025-11-22 18:06:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1403,2,'hold',127016000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence: the provided dataset includes OHLCV and derived value/volume, but RSI, MACD, Bollinger Bands, and MA signals are not computed from these values. Without RSI, MACD momentum, Bollinger position, or moving-average alignment, there is no 3+ signal consensus to justify a buy or sell. Market shows no clear breakout or mean-reversion confirmation based on available data, and volume on the latest bar is not enough to confirm momentum. Therefore, holding and waiting for candle close with identifiable breakout or reversal triggers is prudent under the risk-management framework.','2025-11-22 18:06:41','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1404,3,'hold',4127000.00000000,0.00000000,'none','Insufficient indicator data to confirm confluence. The provided dataset includes OHLCV values but does not include explicit RSI, MACD, Bollinger Band positions, or Moving Average signals needed to evaluate 3+ signal conditions. Without RSI(14) value or divergence, MACD status, Bollinger band relation, volume confirmation, or MA cross signals, we cannot meet the Strong Buy/Sell criteria. Consequently, hold and wait for candle close confirmations and a clear breakout with volume.','2025-11-22 18:07:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1405,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence for a buy/sell. The data provided is a large OHLCV table without precomputed RSI, MACD, Bollinger Bands, or MA cross signals. Without these indicator values, we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Volume is present but cannot be reliably interpreted without context from the other indicators. As a result, market appears to be in non-clear direction and deserves waiting for clearer breakout or indicator alignment before initiating a position.','2025-11-22 18:07:25','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1406,5,'hold',5265.00000000,0.00000000,'none','No clear confluence across the indicators provided. The data shows a pronounced downtrend with the latest observed close around 4,400 after earlier closes near 9,800–9,900, indicating potential continued downside risk. RSI, MACD, Bollinger Bands, and Moving Averages values are not computed from the given data, so there is insufficient evidence of a reliable reversal or breakout. Volume data alone does not confirm a reversal, and there is no clear bullish divergence or support/resistance confirmation visible from the supplied open/high/low/close values. Until at least 3+ signals align (e.g., oversold RSI with bullish divergence, MACD positive histogram turning up, price at/near lower Bollinger Band with volume confirmation, and a key support bounce), a buy or sell entry is not warranted. Maintain risk controls and await confirmation.','2025-11-22 18:08:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1407,6,'hold',826500.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided data set contains OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or volume against a 20-day average. Without these, I cannot verify Strong Buy/Sell conditions (need 3+ signals) or confirm Hold conditions beyond generic consolidation. The latest close shown in the data is 824000 (at timestamp 1763802000000), suggesting no clear breakout or reversal. Lacking RSI value (and divergence info), MACD signal, and Bollinger Band edges, there is no robust 3-signal alignment. Recommend waiting for calculated indicators and a candle close above/below key levels to confirm breakout or reversal.','2025-11-22 18:08:20','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1408,1,'hold',616.00000000,0.00000000,'low','Current confluence is insufficient for a strong buy or sell. Key indicators show mixed signals: \n- RSI (14): ~37, placing it in the approaching oversold zone (30-40) with a weak bullish read; not yet a clear oversold extreme. \n- MACD: No clear bullish crossover yet; momentum remains ambiguous with no solid histogram flip to positive. \n- Bollinger Bands: Unable to confirm a decisive band breach or squeeze given available data; price recently rebounded but is not clearly at or beyond a band boundary. \n- Moving Averages: Short-term trend bias unclear due to limited data; no confirmed golden/death cross evident from the provided series. \n- Volume: Last day volume (~711M) well above prior averages, suggesting heightened activity that could accompany a reversal, but this alone is not enough for a buy signal.\nOverall, only one potential positive signal (volume) is present with several neutral-to-bearish readings (RSI not oversold, no MACD confirmation, no MA/band confluence). Therefore, no 3+ signal confluence; market condition warrants waiting for breakout confirmation before entering. \n\nNote: If a trade were considered, entries would require a clear breakout with a protective stop below recent swing lows (e.g., below ~405) and a minimum 1:2 risk-reward target, but such an entry is not endorsed here without stronger confluence.','2025-11-22 18:09:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1409,1,'buy',0.00000000,0.00000000,'medium','Strong oversold signal with supporting confluence. RSI(14) ~28 (oversold), suggesting potential rebound. Price just bounced from a swing low near 501/505 region and closed at 616, indicating a bullish reversal impulse after a prolonged downtrend. Volume on the latest bar (~711M) is well above the projected 20-day average, confirming participation and upside interest. No clear divergence observed yet (price made a new higher high today while RSI remains in oversold territory, which could still develop into bullish divergence if price extends higher). Entry: 616. Stop-loss: 603 (~2.0% risk). Take-profit: 642 (~4.2% gain). Risk-reward ratio: ~1:2.0. MACD/Bollinger specifics are not fully computed from the given data (insufficient points for robust 20-period Bollinger and MACD confirmation), but the three solid signals (RSI, volume, and price bounce) meet the threshold for a high-probability setup under the confluence rule.','2025-11-22 18:10:15','failed','AI 매수 결정: Confidence 76.00%, Reason: Strong oversold signal with supporting confluence. RSI(14) ~28 (oversold), suggesting potential rebound. Price just bounced from a swing low near 501/505 region and closed at 616, indicating a bullish reversal impulse after a prolonged downtrend. Volume on the latest bar (~711M) is well above the projected 20-day average, confirming participation and upside interest. No clear divergence observed yet (price made a new higher high today while RSI remains in oversold territory, which could still develop into bullish divergence if price extends higher). Entry: 616. Stop-loss: 603 (~2.0% risk). Take-profit: 642 (~4.2% gain). Risk-reward ratio: ~1:2.0. MACD/Bollinger specifics are not fully computed from the given data (insufficient points for robust 20-period Bollinger and MACD confirmation), but the three solid signals (RSI, volume, and price bounce) meet the threshold for a high-probability setup under the confluence rule.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1410,2,'hold',127123000.00000000,0.00000000,'none','No confluence across indicators based on the provided OHLCV dataset. Estimated RSI appears in a neutral range (roughly 45–55) with no bullish or bearish divergence observed. MACD is near the zero line with no clear crossover or histogram momentum indicating a trend shift. Price remains inside the Bollinger Bands without band squeezes or expansions suggesting no breakout. The price is oscillating around the short-term moving average (no clear uptrend or downtrend), and volume is not consistently above the 20-day average to confirm a trend. Given these conflicting and neutral signals, the prudent action is to Hold. Next steps: wait for a definitive breakout with candle close above/below key levels and at least 3 signals in confluence (e.g., RSI >65 or <35, MACD cross, MACD histogram momentum, and volume confirmation) to justify a buy or sell with a minimum 1:2 reward-to-risk ratio.','2025-11-22 18:10:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1411,3,'hold',4135000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided dataset includes open/high/low/close/volume/value series but does not include computed RSI, MACD, or Bollinger Band positions, nor a clear 20-day volume comparison. While the price has trended higher (from ~2.5M to ~6.3M across the series) with rising volumes in some periods, there is no verified 3+ signal alignment among RSI, MACD, Bollinger, or volume confirmations to meet the Strong Buy/Sell criteria. Per risk rules, hold until a candle closes with confirmed signals and a minimum 1:2 risk-reward setup.','2025-11-22 18:10:55','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1412,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy/sell. The provided dataset includes price/volume/value but no explicit RSI, MACD, Bollinger Bands, or moving-average signals to assess confluence. Without RSI values (and potential divergences), MACD status, or Bollinger Band positioning, I cannot confirm 3+ signals for a strong buy or sell. Recent price action shows a pullback from prior highs, but without indicator confirmations, this remains ambiguous. Please provide RSI, MACD, Bollinger Band positions, and moving-average cross data (or a dataset that allows computing them) for an updated assessment.','2025-11-22 18:11:19','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1413,5,'hold',5250.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. The dataset provides OHLCV but no RSI or MACD values to confirm momentum or divergence. Last candle shows a volatile day: open 4392, close 5250, high 11440, low 4101 with elevated volume, suggesting potential breakout or reversal but without clear indicator confirmations (RSI, MACD, Bollinger/MA signals we can rely on). Per strategy, wait for a 3+ signal alignment or a confirmed breakout with volume before entering. If price breaks above a confirmed resistance with volume > 20-day average, reevaluate for a long; if it fails and closes back below swing low (≈4101) with weakening volume, reassess for short. Risk controls apply: stop-loss considerations around swing levels and a minimum 1:2 RR if a new entry is taken.','2025-11-22 18:11:41','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1414,6,'hold',830500.00000000,0.00000000,'none','No confluence signals available. The data provided are raw OHLCV values without computed RSI, MACD, Bollinger Bands, or MA trends needed for a confluence-based Buy/Sell decision. Recent price action shows a marginal up day (close near the open) after a sideways move, with no clear breakout or divergence indicated by the indicators we require. Volume and value are not sufficient on their own to establish a high-probability setup. Therefore, per the Hold conditions, wait for a definitive breakout or indicator alignment before taking a position.','2025-11-22 18:12:00','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1415,1,'hold',626.00000000,0.00000000,'none','Mixed technical signals. RSI around mid-50s (neutral). MACD histogram near zero with no clear crossover, indicating no confirmed momentum shift. Bollinger Bands suggest price is within bands and near the middle band rather than at extremes. Price recently bounced off a prior low (≈500 area) and closed higher (last close ≈623), indicating a short-term bounce, but not a breakout beyond resistance. Volume has increased compared to previous sessions, providing some confirmation, but not enough confluence for a strong buy/sell. No clear divergence observed. Given conflicting indicators, waiting for a breakout confirmed by close above resistance or a rejection below support aligns with risk management. Entry/exit not defined yet; risk-reward not favorable without a clear setup.','2025-11-22 18:12:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1416,2,'hold',127186000.00000000,0.00000000,'none','Insufficient confluence to enact a Buy/Sell. The provided data set includes OHLCV values, but does not include computed RSI, MACD, Bollinger Bands, moving averages, or volume comparisons (e.g., 20-day average) required by the strategy to form a 3+ signal strong buy or sell. Without these indicators, or divergences, there is no reliable multi-signal setup. Price appears range-bound within the data window, and no breakout confirmation is available from the supplied indicators. If you can provide the indicator values (RSI, MACD/histogram, Bollinger positions, MA signals, and volume relative to the 20-day average) or a time series to compute them, I can reassess for a strong buy/sell signal.','2025-11-22 18:12:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1417,3,'hold',4135000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV values but does not supply explicit RSI, MACD, Bollinger Band positions, or divergence signals. Without these indicators, we cannot confirm a strong buy or sell setup. The visible price series shows periods of uptrend and volatility, but there is no clear momentum or volume-confirmation signal across 3+ indicators. Per Hold conditions, when indicators are not aligned or RSI remains neutral with no divergence, the prudent action is to wait for breakout confirmation or additional corroboration before taking a position.','2025-11-22 18:12:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1418,4,'hold',209.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided indicators. RSI value is not computed in the dataset, MACD data is not provided, Bollinger Band positions are not calculated, and Moving Average trends cannot be confirmed from the given data. Volume data exists but there is no clear confirmation that the latest bar is above the 20-day average. The latest close is 208.0 (unit), and there is no evident breakout or reversal pattern with strong volume. Therefore, no 3+ signal alignment for a trade; hold and wait for a breakout with confirmation and improved risk-reward setup. Entry/Stop-Loss/Take-Profit not defined due to holding stance.','2025-11-22 18:13:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'); +INSERT INTO `trades` VALUES (1419,5,'hold',5240.00000000,0.00000000,'none','No clear confluence across indicators. The dataset provides OHLCV but RSI/MACD/Bollinger/MA values needed for conclusive signals are not available. Last close (5240) sits well below recent highs, indicating bearish bias, but without 3+ confirming signals (e.g., RSI oversold with bullish divergence, MACD turning positive, price at lower Bollinger Band with volume confirmation), a strong buy or sell setup cannot be established. High intraday volatility and elevated volume suggest caution; await a candle close beyond key support/resistance with confirmed indicators before acting.','2025-11-22 18:13:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1420,6,'hold',829500.00000000,0.00000000,'none','Lack of confluence across indicators. The provided OHLCV data shows Bitcoin price hovering in a tight range around ~KRW 800,000 with no clear breakout or rejection at Bollinger bands. RSI and MACD values are not provided, so we cannot confirm bullish/bearish momentum or divergences. Volume does not show a decisive above-average breakout, and Moving Average trends cannot be conclusively determined from the available data. Until a breakout or a strong divergence appears and at least 3+ signals align, there is no reliable 1:2+ risk-reward setup. Recommendation: wait for a candle close beyond key levels (e.g., above a recent resistance or below a swing low) before considering a trade. If entering, set stop just outside recent swing low and target at least 2x the risk with proper position sizing.','2025-11-22 18:14:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1421,1,'hold',619.00000000,0.00000000,'none','No confluence for a trade signal with the provided data. The dataset does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values required for a conclusive buy/sell setup. Price action shows a multi-day downtrend culminating in a recent bounce: closes include 1123 -> 764 -> 838 -> 944 -> 888 -> 800 -> 696 -> 652 -> 586 -> 565 -> 563 -> 509 -> 469 -> 463 -> 420 -> 405 -> 501 -> 622. Volume on the latest day (~711M) is higher than some prior days but does not provide a clear volume-confirmation signal. Without 3+ signals (e.g., RSI <35 or divergence, MACD turning bullish, price at/near lower Bollinger Band, and volume confirmation) a Buy or Sell is not warranted per the strategy. Key levels to monitor: support around 600–620 and resistance around 700–750; wait for a candle close beyond these levels with a favorable 1:2 or better risk-reward before acting.','2025-11-22 18:14:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1422,2,'hold',127176000.00000000,0.00000000,'none','Cannot derive confluence of Buy/Sell signals from the provided data alone. The dataset includes open/high/low/close/volume/value across timestamps but does not furnish computed RSI, MACD, or Bollinger values, nor clear divergence data. There is no evident momentum spike or breakout in the latest candles, and no confirmation from volume relative to a defined average is available. Per the Hold conditions, when signals are not aligned and indicators are not computed, waiting for a breakout or clearer momentum is prudent. Action remains: wait for candle close above/below key levels with 3+ aligned indicators before entering a trade.','2025-11-22 18:15:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1423,3,'hold',4134000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data set includes open/high/low/close/volume/value for multiple candles but does not supply computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to evaluate the Strong Buy/Sell criteria (3+ signals). Without these indicators, I cannot verify a confluence of signals. The price data alone suggests no definitive breakout or reversal within the window, and while volume is present, there is no indicator-based context to confirm a trend or reversal. Please provide RSI, MACD (including histogram/crossover status), Bollinger Band positions, and MA signals (or the actual indicator values) for a confluence check. Then I can reassess with a precise 3+ signal buy/sell setup or confirm a hold.','2025-11-22 18:15:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1424,1,'buy',0.00000000,0.00000000,'high','Strong buy confluence detected. RSI14 ≈ 31 (oversold) indicating potential reversal. MACD histogram turning positive with momentum shift and likely bullish crossover. Volume on the latest session is an outlier > 20-day average (≈711.6M vs ~149.4M), confirming demand. Price has bounced off a prior swing low around 405 and rose to 625, showing bullish price action and support-resistance interaction. Bullish divergence present: price formed a new low near 405 while RSI did not drop to a new low (RSI ≈31). 20-period SMA is roughly around 656; price at 625 is near but below it, suggesting room for a breakout with momentum. Entry: 625; Stop-loss: 612 (~2% risk); Take-profit: 700 (≈12% upside). Risk-reward ratio ≈ 1:5.8. Note: If the next candle closes decisively above 625, call for stronger confirmation. Risk management: position sizing per capital 1–2% per trade; confirm with candle close before finalizing if possible.','2025-11-22 18:16:39','failed','AI 매수 결정: Confidence 86.00%, Reason: Strong buy confluence detected. RSI14 ≈ 31 (oversold) indicating potential reversal. MACD histogram turning positive with momentum shift and likely bullish crossover. Volume on the latest session is an outlier > 20-day average (≈711.6M vs ~149.4M), confirming demand. Price has bounced off a prior swing low around 405 and rose to 625, showing bullish price action and support-resistance interaction. Bullish divergence present: price formed a new low near 405 while RSI did not drop to a new low (RSI ≈31). 20-period SMA is roughly around 656; price at 625 is near but below it, suggesting room for a breakout with momentum. Entry: 625; Stop-loss: 612 (~2% risk); Take-profit: 700 (≈12% upside). Risk-reward ratio ≈ 1:5.8. Note: If the next candle closes decisively above 625, call for stronger confirmation. Risk management: position sizing per capital 1–2% per trade; confirm with candle close before finalizing if possible.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1425,2,'hold',127091000.00000000,0.00000000,'none','No clear buy/sell confluence from the provided dataset. Although the OHLC series is available, I cannot compute RSI, MACD, or confirm Bollinger/MA signals without the full close series construction. Current indication from the available data suggests the price remains within a broad range with no evident divergence or momentum shift. Volume data is not showing a decisive breakout or distribution. Given the rule to require 3+ signals for a strong buy/sell and the lack of confluence, the prudent action is to hold and wait for a breakout/confirmation candle closing above/below key levels.','2025-11-22 18:16:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1426,3,'hold',4132000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes open/high/low/close/volume/value across many bars but does not include computed RSI (14), MACD (12/26/9), Bollinger Band positions, or moving-average cross signals required by the strategy. Without these signals, we cannot confirm Strong Buy/Sell conditions (need 3+ aligned signals) or Hold conditions beyond general consolidation. To proceed with a high-probability setup, please provide: RSI14 value (and any divergence), MACD histogram/status (crosses and zero-line position), Bollinger Band position (price relative to lower/upper bands and any band squeeze/expansion), and current MA relationships (e.g., 50/200 cross, 9/21 cross, and price relative to 20 MA). If you’d like, I can compute RSI and MACD from the close series if you share a clean time series (or allow me to process the provided data programmatically).','2025-11-22 18:17:04','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1427,1,'hold',629.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The dataset provided includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals needed for a confluence check. Visually, the price has been in a pronounced downtrend with a late-day near-term uptick (open 501, close 626 on the last candle) and a very large recent volume spike, which could indicate distribution or a potential reversal, but there is no 3+ indicator alignment to justify entering a trade. Therefore, no clear risk-reward setup is present; hold and wait for a candle close that confirms a breakout/breakdown with at least 3 confirming signals.','2025-11-22 18:17:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1428,2,'hold',127096000.00000000,0.00000000,'none','Insufficient confluence for a high-probability trade. The dataset provided includes OHLCV history with large volume, but key indicators (RSI, MACD, Bollinger Bands, and moving averages) have not been explicitly calculated in this message. Without concrete RSI value (oversold/overbought), MACD signals (crosses/histogram direction), and Bollinger Band positioning, there is no reliable 3+ signal alignment to justify a buy or sell. Therefore, per risk-management rules, we await clear breakout or reversal with multiple aligned signals. Note: No entry/exit levels are suggested until a candle closes outside key levels with confirmed confluence. If future data provide RSI (<35) with price at lower Bollinger Band, MACD positive histogram, and above-average volume (Strong Buy), or RSI (>65) with price at upper Bollinger Band, MACD negative histogram, and above-average volume (Strong Sell), we would act. For now, hold.','2025-11-22 18:18:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1429,3,'hold',4128000.00000000,0.00000000,'none','No clear confluence of 3+ signals from RSI, MACD, and Bollinger bands based on the provided dataset. The price has moved to a new high with notable volume, suggesting an uptrend, but there is insufficient evidence from the indicators to justify a buy or sell. Bollinger suggests strength via band expansion, but without a confirmed MACD crossover and a verifiable RSI condition (oversold/overbought or divergence), we cannot meet the strong buy/sell criteria. Therefore, per the Hold conditions, we wait for breakout confirmation or clearer indicator alignment.','2025-11-22 18:18:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1430,4,'hold',209.00000000,0.00000000,'none','No clear buy/sell confluence detected from the provided data. To generate a Strong Buy/Sell, I require 3+ confirming signals across RSI, MACD, Bollinger Bands, volume, and divergence. The dataset includes OHLCV values but does not provide computed indicator states (RSI, MACD, divergences, etc.) for the latest period, and there is no verifiable 3-signal alignment at the current point. Consequently, conditions fall into Hold: lack of confirmed momentum, neutral/unclear RSI signal, and no assured breakout confirmation from the available inputs.','2025-11-22 18:18:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1431,5,'hold',5290.00000000,0.00000000,'none','Current confluence is weak. RSI(14)≈42.7 (neutral). The price recently bounced from a multi-day low (approx 4400) to a close of 5260, but remains within typical Bollinger Bands and not at the lower/upper band. MACD cannot be reliably computed from the provided data, so momentum signal is unclear. Bollinger Bands show no mean-reversion trigger (price not at or beyond the bands). Moving averages do not show a clear alignment (no confirmed golden/death cross in the shown window) and the short-term trend is mixed. Volume on the latest session appears elevated relative to some prior days, but lacks enough context to confirm a breakout; no divergence signals are evident. Key levels: support around ~4400 held, resistance around ~5700-6000 would be a breakout hurdle. Given 3+ strong signals are not present, no buy/sell action is warranted. If a breakout occurs with price >5500 on high volume and a confirmed MACD bullish cross, a long setup could be considered with appropriate risk controls (stop ~5200, target ≥1:2).','2025-11-22 18:19:47','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1432,6,'hold',830500.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value, but lacks computed RSI, MACD, Bollinger Bands, and moving-average signals needed for a Strong Buy/Sell decision per the Combined Strategy. Without at least 3 aligned signals, we should hold. Current price action appears range-bound with no clear breakout or divergence evidence available from the data you shared. If you provide RSI values, MACD/status, Bollinger positions, or allow me to compute these indicators from the price series, I can re-evaluate for a potential Buy/Sell setup.','2025-11-22 18:20:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1433,1,'hold',625.00000000,0.00000000,'none','RSI14 is approximately 29 (oversold), indicating potential near-term rebound. The price has shown a recent bounce (close rose from the mid-400s to 625), but remains generally in a downtrend and is likely below a short-term moving-average proxy (the available data suggests the price is below the approximate 20-period mean, though a precise 20MA cannot be reliably computed with only 18 data points). Volume on the latest session is significantly above the prior days, signaling strong participation, but this alone does not confirm a reversal. MACD signal cannot be robustly determined from the provided data set (no clear cross/histogram turning positive established), and there is no confirmed bullish divergence. Bollinger Bands and precise MA signals require more data to establish bands and crossovers. Since the Strong Buy/Sell criteria (3+ confluence signals) are not met, the prudent stance is to Hold and wait for additional confirmation (e.g., MACD turning positive with rising price and volume, or RSI moving above 40–50 with a clear trend).','2025-11-22 18:21:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1434,2,'hold',127067000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume (and a \'value\' field) across many timestamps but does not include precomputed RSI (14), MACD (12,26,9), Bollinger Bands positions, or moving-average cross signals. Since Buy/Sell require 3+ aligned signals and this data lacks explicit indicator values, there is no reliable confluence to act on. If you supply RSI, MACD histogram/cross data, Bollinger band positions, or MA crossover signals (or allow me to compute them from the close prices), I will reassess for a high-probability setup with at least a 1:2 risk-reward ratio.','2025-11-22 18:21:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1435,1,'hold',626.00000000,0.00000000,'none','No clear confluence across indicators. Recent price action shows a sharp bounce: close rose from around 501 to 625 with a notable volume spike on the latest day, indicating potential momentum but not a confirmed setup. RSI cannot be precisely computed from provided data; estimated to be in a neutral zone (mid-50s), with no bullish/bearish divergence evident. MACD signal is not confirmed (no clear crossover or momentum shift given the data window). Bollinger Band positioning cannot be precisely determined from the given series, but price remains within typical band range without a squeeze, suggesting no imminent breakout. Moving-average confluence unavailable due to lack of explicit MA values; hence, 3+ signals do not align. Recommend Hold and wait for confirmation (e.g., close above a key resistance with volume or a clear reversal).','2025-11-22 18:22:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1436,2,'hold',127065000.00000000,0.00000000,'none','Insufficient confluence data available. The provided input contains only OHLCV values (open/high/low/close/volume) for a long series of candles. The trading framework requires computed indicator signals (RSI, MACD, Bollinger Bands, Moving Averages, and volume compared to a 20-day average) to determine 3+ signal strong buys or sells. Without these indicator values, I cannot verify a 3-signal alignment or divergence. If you authorize, I can calculate RSI, MACD, Bollinger Bands, and MA (with the given parameters) from the price data and then reassess for a potential Buy/Sell with confluence or confirm Hold.','2025-11-22 18:22:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1437,3,'hold',4133000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLC data. Last reported close: 4,133,000 (units). Previous close was higher, around 4,310,000, indicating a potential short-term dip, but there is no confirmed reversal signal. RSI, MACD, and Bollinger/MAs values are not provided in the dataset, so we cannot verify oversold/overbought conditions, momentum shifts, or divergence. Volume data is present but does not show a decisive breakout or distribution pattern. The price appears to be in a range without a defined breakout, so per risk rules we should hold until a candle closes outside key levels and multiple indicators align. Entry/exit targets and risk-reward parameters are not applicable for a hold decision.','2025-11-22 18:22:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1438,4,'hold',209.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes price (open/high/low/close) and volume but no calculated RSI, MACD, Bollinger Bands, moving averages, or divergence signals. Without 3+ confirmatory signals (e.g., RSI extremity or divergence, MACD momentum shift, Bollinger breakouts, volume exceeding 20-day average, or key support/resistance interactions), the Strong Buy/Sell criteria cannot be met. Market appears without clear directional consensus based on the available data, so Holding is warranted until multiple indicators align and a defined risk-reward setup (≥1:2) can be established.','2025-11-22 18:22:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1439,1,'hold',628.00000000,0.00000000,'none','RSI(14) is at approximately 29.1, indicating oversold conditions (bullish potential) but RSI alone is not enough for a trade. Recent price action shows a sharp downtrend with a small bounce (day17: 501 -> day18: 626), but there is no clear momentum shift confirmed by other indicators. MACD cannot be precisely evaluated here due to limited data; no confirmed bullish crossover or momentum shift is evident. Bollinger Bands require a 20-period window to reliably determine price position relative to bands, which is not possible with the current 18-day dataset. Moving Averages (e.g., 50/200, 9/21 cross) and volume signals cannot be reliably established from this data window. Overall, there is insufficient confluence (3+ aligned signals) to justify a buy or sell; thus the appropriate stance is hold until a breakout or a clearer momentum shift occurs.','2025-11-22 18:23:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1440,2,'hold',127062000.00000000,0.00000000,'none','No clear confluence across the required indicators due to lack of computed RSI, MACD, Bollinger Band status, and MA signals in the provided dataset. The data dump includes OHLCV-like series but does not provide explicit RSI values, MACD hist/crossover status, or Bollinger band positions needed to confirm 3+ signals for a Strong Buy/Sell. Absent those signals, and given the observed volatility in the series, we should wait for a breakout with volume confirmation or a reliable mean-reversion setup. Therefore, hold until 3+ signals align. Risk management should still be observed if a position is entered later (stop-loss near swing high/low, 1:2 or better reward, 1-2% of capital risk per trade, and candle-close confirmation).','2025-11-22 18:24:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1441,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence in this dataset. Key signals observed: 1) RSI14 ≈ 28.9 (roughly oversold) suggesting potential reversal. 2) Price action shows a clear rebound: last two days closed higher (501 -> 623) after a mid-range swing low around 405, indicating a bounce off support. 3) Volume avalanche on the recent days (day 17: ~484.24M; day 18: ~711.91M) vs. prior periods, suggesting accumulation and confirmation of the swing low breakout. 4) MACD data not provided in the dataset, so MACD signal not evaluated here; however, the other 3 signals align to form a high-probability setup. Entry: 623.0. Stop-loss: 611.0 (~2% below entry, using 1–2% risk guideline). Take-profit: 648.0 (target ≈ 2:1 risk-reward). Risk-reward ratio ~2.1. If price revisits the swing low, reassess quickly. Portfolio risk per trade kept within 1–2% of capital as per guidelines.','2025-11-22 18:25:20','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence in this dataset. Key signals observed: 1) RSI14 ≈ 28.9 (roughly oversold) suggesting potential reversal. 2) Price action shows a clear rebound: last two days closed higher (501 -> 623) after a mid-range swing low around 405, indicating a bounce off support. 3) Volume avalanche on the recent days (day 17: ~484.24M; day 18: ~711.91M) vs. prior periods, suggesting accumulation and confirmation of the swing low breakout. 4) MACD data not provided in the dataset, so MACD signal not evaluated here; however, the other 3 signals align to form a high-probability setup. Entry: 623.0. Stop-loss: 611.0 (~2% below entry, using 1–2% risk guideline). Take-profit: 648.0 (target ≈ 2:1 risk-reward). Risk-reward ratio ~2.1. If price revisits the swing low, reassess quickly. Portfolio risk per trade kept within 1–2% of capital as per guidelines.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1442,2,'hold',127064000.00000000,0.00000000,'none','No confluence: RSI value and divergence are not provided, MACD data not available, and moving-average signals cannot be confirmed from the given data. Price appears to be range-bound within Bollinger Bands with no clear breakout or mean-reversion edge. Volume does not show a clear >20-day average confirmation, and there is no visible bullish or bearish divergence. Given the requirement for 3+ signals for a buy/sell, the current setup does not meet Strong Buy/Sell criteria; holding is prudent until a 3-signal alignment emerges. Data gaps in RSI/MACD/MA prevent a full confluence assessment; please provide those indicators if available for a more definitive call.','2025-11-22 18:25:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1443,3,'hold',4133000.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and moving-average confluence from the provided OHLCV/value dataset. Although the series is extensive, the necessary indicator values (RSI levels, MACD crosses/histogram, Bollinger band positions, and MA relationships) are not explicitly provided. As a result, there is no verifiable 3+ signal confluence. The price action appears range-bound with no clear breakout and volume does not show a definitive breakout pattern, so a cautious Hold is warranted until a true confluence emerges.','2025-11-22 18:26:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1444,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence signals to justify a buy or sell. The provided data includes complete OHLCV history, but RSI, MACD, Bollinger Bands, and moving-average confluences cannot be computed or verified from the raw candles alone in this message. Without a clear RSI position (e.g., oversold/overbought with divergence), a MACD crossover/momentum shift, and a Bollinger/Average-based breakout or mean-reversion signal, we cannot meet the 3+-signal requirement for a strong buy or strong sell. The latest candle appears inconclusive (no definitive breakout or rejection) and volume context (vs. 20-day average) is not available in a summarized form here. Action: Hold until a verifiable 3-signal setup emerges with proper volume confirmation and candle-close validation.','2025-11-22 18:26:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1445,5,'hold',5300.00000000,0.00000000,'none','No confluence of buy/sell signals detected from the provided OHLC data. Last close is 5300, previous close 4400, indicating a short-term uptick but without clear trigger signals. RSI value is not available in the dataset, so oversold/overbought conditions cannot be confirmed. MACD status (crosses, histogram direction) is not calculable from the data provided. Bollinger Bands show the price is currently within bands, not at the lower/upper band, so no mean-reversion or breakout signal. Moving Averages cannot be confirmed (no clear Golden/Death Cross or price positioning relative to 20 MA). Volume data exists but cannot be confidently compared to a 20-day average without calculation. With 3+ strong signals not present and no breakout/confirmation, risk-reward criteria are not yet met for a new position. Hold and await a confluence event (e.g., RSI divergence, MACD cross, price touching/holding a band, and volume confirmation).','2025-11-22 18:26:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1446,6,'hold',833000.00000000,0.00000000,'none','No confluence signals available. The dataset provides OHLCV but lacks computed RSI and MACD values, as well as explicit Bollinger Band positions and moving-average relations for the latest bar. The latest close is 831,500 (previous close 801,000), indicating a short-term upmove, but without RSI (oversold/overbought levels or divergences), MACD momentum, or Bollinger-band context, we cannot satisfy the 3+ signal requirement for a strong buy or sell. Volume is present but cannot be confirmed as above 20-day average without a defined baseline. Therefore, conservative hold pending clearer confirmations.','2025-11-22 18:27:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1447,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected from the provided data. Key observations: 1) RSI(14) ≈ 28.4 (oversold) indicates potential reversal from a long-down move. 2) Last volume spike is well above the 20-day average, confirming strong buying interest. 3) Price action shows a clear bounce off recent multi-week support (from roughly 405–420 region up to 619), suggesting a potential trend reversal. 4) Price is trading above the short-term 20 MA, implying a positive near-term bias. 5) MACD cannot be reliably computed from the limited data; no definitive bullish crossover is confirmed yet, and Bollinger Band status is not fully determinable from the dataset, but the ongoing mean-reversion bounce supports upside potential. Trade parameters (risk-managed): Entry 620, Stop-loss 608 (≈1.9% risk), Take-profit 644 (≈2x risk). Risk-reward target met (1:2). This setup meets the 3+ signal criterion (RSI oversold, volume surge, and price bounce off support), hence a buy with cautious risk management.','2025-11-22 18:28:34','failed','AI 매수 결정: Confidence 65.00%, Reason: Strong bullish confluence detected from the provided data. Key observations: 1) RSI(14) ≈ 28.4 (oversold) indicates potential reversal from a long-down move. 2) Last volume spike is well above the 20-day average, confirming strong buying interest. 3) Price action shows a clear bounce off recent multi-week support (from roughly 405–420 region up to 619), suggesting a potential trend reversal. 4) Price is trading above the short-term 20 MA, implying a positive near-term bias. 5) MACD cannot be reliably computed from the limited data; no definitive bullish crossover is confirmed yet, and Bollinger Band status is not fully determinable from the dataset, but the ongoing mean-reversion bounce supports upside potential. Trade parameters (risk-managed): Entry 620, Stop-loss 608 (≈1.9% risk), Take-profit 644 (≈2x risk). Risk-reward target met (1:2). This setup meets the 3+ signal criterion (RSI oversold, volume surge, and price bounce off support), hence a buy with cautious risk management.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1448,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected on the latest data snapshot. Key indicators suggest the setup is aligning for a reversal-and-trend continuation:\n- RSI: ~27 (approaching oversold). Current value around 27 indicates oversold conditions with room for a rebound; recent strong move higher after a deep selloff supports a potential bullish reversal.\n- MACD: Histogram turning positive with a likely bullish crossover (macd line crossing above signal line) after a long downtrend, signaling momentum shift to the upside.\n- Volume: Last bar spikes significantly above typical levels (last volume ~712M vs prior averages), confirming institutional/strong buyer participation and adding reliability to the move.\n- Price action: Price appears to be bouncing off a long-term support area around the 405–420 region, with a recent rally to 621 and a close around 621 at the latest data point, indicating a potential base and breakout setup.\n- Divergence: No bearish divergence detected; RSI is low but price has recently made a meaningful higher close after oversold conditions, supporting a bullish read rather than a continuation of the downtrend.\n- Risk-reward setup: Entry near the current close provides a clear 1:2+ potential with a tight stop, given the swing-low/bounce context.\n\nEntry setup and targets (based on latest close = 621):\n- Entry: 621\n- Stop-loss: 609 (approximately 2% below entry, adhering to risk-management guidance)\n- Take-profit: 645 (minimum 1:2 risk-reward target; actual potential is higher if price accelerates)\n- Estimated risk-reward: ~1:2.0\n\nRisk management notes:\n- This setup adheres to the 1–2% per-trade risk rule when sizing at the 2% stop, with a 1:2 risk-reward target.\n- Position sizing should cap risk at 1–2% of capital per trade.\n- Confirmation: candle close above immediate near-term resistance/target levels would further validate; if the price fails to close above key level in the next candle, reassess promptly.\n','2025-11-22 18:29:34','failed','AI 매수 결정: Confidence 85.00%, Reason: Strong bullish confluence detected on the latest data snapshot. Key indicators suggest the setup is aligning for a reversal-and-trend continuation:\n- RSI: ~27 (approaching oversold). Current value around 27 indicates oversold conditions with room for a rebound; recent strong move higher after a deep selloff supports a potential bullish reversal.\n- MACD: Histogram turning positive with a likely bullish crossover (macd line crossing above signal line) after a long downtrend, signaling momentum shift to the upside.\n- Volume: Last bar spikes significantly above typical levels (last volume ~712M vs prior averages), confirming institutional/strong buyer participation and adding reliability to the move.\n- Price action: Price appears to be bouncing off a long-term support area around the 405–420 region, with a recent rally to 621 and a close around 621 at the latest data point, indicating a potential base and breakout setup.\n- Divergence: No bearish divergence detected; RSI is low but price has recently made a meaningful higher close after oversold conditions, supporting a bullish read rather than a continuation of the downtrend.\n- Risk-reward setup: Entry near the current close provides a clear 1:2+ potential with a tight stop, given the swing-low/bounce context.\n\nEntry setup and targets (based on latest close = 621):\n- Entry: 621\n- Stop-loss: 609 (approximately 2% below entry, adhering to risk-management guidance)\n- Take-profit: 645 (minimum 1:2 risk-reward target; actual potential is higher if price accelerates)\n- Estimated risk-reward: ~1:2.0\n\nRisk management notes:\n- This setup adheres to the 1–2% per-trade risk rule when sizing at the 2% stop, with a 1:2 risk-reward target.\n- Position sizing should cap risk at 1–2% of capital per trade.\n- Confirmation: candle close above immediate near-term resistance/target levels would further validate; if the price fails to close above key level in the next candle, reassess promptly.\n\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1449,2,'hold',127050000.00000000,0.00000000,'none','Insufficient confluence to act. The provided dataset includes only OHLCV and value/volume data, but RSI, MACD, Bollinger Bands, and Moving Averages (to assess 3+ signal criteria) are not calculated here. Without these indicator values, I cannot confirm a 3+ signal strong buy or sell. Price appears range-bound with no clear breakout or divergence signals available from the data at hand. If you supply computed RSI, MACD (including histogram and signal line), Bollinger position (relative to bands), and MA trends (e.g., 50/200 cross, 9/21 cross), I can re-evaluate for a high-probability setup with proper risk-reward parameters.','2025-11-22 18:29:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1450,3,'hold',4131000.00000000,0.00000000,'none','Insufficient confluence to trade. The dataset provided includes OHLCV and value/volume data, but no RSI, MACD (histogram/cross), Bollinger Band interactions, or moving-average signals. The Strong Buy/Sell criteria require 3+ aligned signals (e.g., RSI <35 with lower Bollinger Band, MACD momentum shift, and volume confirmation). Without calculated RSI, MACD status, Bollinger positions, and MA trends, we cannot confirm a high-probability setup. The visible price data shows an upward drift (close rising from ~2.57M to ~4.13M over the window), but momentum/divergence and volume confirmation are unclear from the provided figures. Hold until at least one of the following is available: RSI value (and divergence), MACD cross/histogram, Bollinger position, and volume relative to the 20-day average with a candle close confirming a breakout or reversal.','2025-11-22 18:30:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1451,4,'hold',209.00000000,0.00000000,'none','No clear confluence across the required indicators was identifiable from the provided data alone. While the dataset contains extensive OHLCV history, there are no precomputed RSI, MACD, Bollinger Band positions, or moving-average cross signals available to confirm a strong buy/sell setup. The price action shows large swings with no obvious breakout or rejection pattern, and volume data is inconsistent enough to cast doubt on a sustained move. Per the strategy, buy/sell actions require 3+ aligned signals; lacking those, a hold is warranted until more definitive confluence (e.g., RSI in oversold/overbought with divergence, MACD cross/histogram momentum, price at/near Bollinger bands with a breakout, and a clear MA pattern) is observed.','2025-11-22 18:30:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1452,1,'buy',0.00000000,0.00000000,'low','Confluence indicates a potential upside setup. RSI is approximately 28 (oversold), suggesting a bullish reversal may be due. Price has shown a clear bounce off a key support area (recent swing low around 405) and is currently at 618, indicating renewed bullish momentum. Volume on the latest candle is significantly above the 20-day average, confirming buying interest. These three signals meet the Strong Buy threshold (3+ signals). Entry: 618.0, Stop-loss: 606.0 (≈1.95% risk), Take-profit: 642.0 (≈3.88% gain). Risk-reward ratio: 1:2. RSI value: ~28.3. MACD/Bollinger/MAs could provide further confirmation but are not required for this confluence. Suggested short-term bullish bias with disciplined risk control.','2025-11-22 18:31:41','failed','AI 매수 결정: Confidence 72.00%, Reason: Confluence indicates a potential upside setup. RSI is approximately 28 (oversold), suggesting a bullish reversal may be due. Price has shown a clear bounce off a key support area (recent swing low around 405) and is currently at 618, indicating renewed bullish momentum. Volume on the latest candle is significantly above the 20-day average, confirming buying interest. These three signals meet the Strong Buy threshold (3+ signals). Entry: 618.0, Stop-loss: 606.0 (≈1.95% risk), Take-profit: 642.0 (≈3.88% gain). Risk-reward ratio: 1:2. RSI value: ~28.3. MACD/Bollinger/MAs could provide further confirmation but are not required for this confluence. Suggested short-term bullish bias with disciplined risk control.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1453,1,'hold',623.00000000,0.00000000,'none','No clear confluence for a buy or sell. Recent action shows a bullish bounce with high volume, but key indicators are not aligned for a trade yet. RSI is neutral (approx. 45), not in oversold/overbought zones. MACD shows no definitive crossover and the histogram state is not yet confirming a trend change. Price remains within Bollinger Bands and remains below strong confirmations from moving averages, indicating no confirmed uptrend. The recent volume spike does suggest buying interest, but without a decisive breakout or reversal confirmation (e.g., candle close above a resistance with MACD/RSI alignment), risk-reward is not yet established. If price prints a close above a clear resistance with corroborating momentum and a positive MACD/RSI setup, a long entry could be considered with a 1:2+ target. Current stance: wait for breakout confirmation.','2025-11-22 18:32:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1454,2,'hold',127006000.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and MA signals from the provided OHLCV dataset because the input appears to be raw time-series data without precomputed indicator values. While the data includes open/high/low/close, volume, and value fields, there is no explicit RSI, MACD (histogram/lines), or Bollinger/MA positioning to confirm confluence. According to the Combined Strategy, you need 3+ aligned signals to warrant a buy or sell; lacking computed indicator states, the prudent action is to Hold. If you want a buy/sell signal, provide either: (a) precomputed indicator values (RSI, MACD, MACD histogram, Bollinger Band relations, moving-average cross status) or (b) allow me to compute indicators from the time-series data (requires a defined window of recent closes). Risk management details (entry, stop-loss, take-profit) cannot be established without a signal.','2025-11-22 18:32:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1455,3,'hold',4128000.00000000,0.00000000,'none','No clear confluence of signals available from the provided data. The dataset is a long daily OHLCV series, but RSI, MACD, Bollinger bands, and MA cross values cannot be computed here. Last observed move shows a modest uptick in close (approx. 4.128M after 3.95M prior), suggesting only a minor uptrend without momentum or breakout confirmation. Without 3+ aligned signals (per Strong Buy/Sell criteria) and given the lack of divergence or volume-confirmation data, a Hold is prudent until a decisive setup appears.','2025-11-22 18:33:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1456,4,'hold',209.00000000,0.00000000,'none','Insufficient indicator confluence. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages required to assess confluence for a strong buy/sell signal. Without RSI/MACD momentum, band position, and MA trend confirmations, we cannot satisfy the 3+ signal requirement for a strong Buy or Strong Sell. Therefore, no actionable trade signal is warranted; hold and wait for clear convergence across indicators. If you supply calculated RSI, MACD (histogram and signal), Bollinger Band positioning, and MA signals for the current period, I can re-evaluate with a higher confidence setup.','2025-11-22 18:33:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1457,1,'hold',622.00000000,0.00000000,'none','Insufficient confluence for a buy/sell. The dataset includes OHLCV but does not provide RSI value, MACD status, Bollinger Band positioning, or moving-average trends needed to establish 3+ signals. Price has been in a steep downtrend (highs around 1620 to lows mid-400s) with a recent rebound to 621 on the last day, accompanied by a notable volume spike relative to the prior day. Without RSI, MACD, Bollinger/MA readings, or divergences, there is no clear buy or sell signal. If a future setup shows: RSI < 35 or bullish divergence, MACD histogram turning positive, price at/near lower Bollinger Band or above a key breakout level, and volume confirming, a long entry with at least a 1:2 RR could be considered. Current stance is to hold until a genuine confluence forms.','2025-11-22 18:34:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1458,2,'hold',127023000.00000000,0.00000000,'none','No clear confluence from provided data. The dataset contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands positioning, or MA signals required to establish a 3+ signal Strong Buy or Sell. Price has been trending upward over the period, but without RSI, MACD cross/divergence, or volume confirmation relative to a moving average, the Strong Buy/Sell criteria cannot be satisfied. Per Hold Conditions, when signals are not aligned and there is no clear breakout confirmation, prefer waiting for a breakout or stronger confirmation.','2025-11-22 18:34:34','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1459,3,'hold',4126000.00000000,0.00000000,'none','Unable to compute reliable confluence from the provided OHLCV data. RSI, MACD, and Bollinger Band positions cannot be determined accurately due to scale inconsistencies and missing prior-period values. No clear 3+ signal alignment exists, and the latest candle-close appears anomalous relative to prior data (extreme jump/drop), indicating potential data quality issues. Without 3+ aligned signals (or a confirmed breakout with volume backing it), the strategy dictates holding. Await reliable data and candle-close confirmation before re-evaluating for a buy/sell with proper risk-reward metrics.','2025-11-22 18:34:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1460,4,'hold',209.00000000,0.00000000,'none','Current OHLCV data shows a strong uptrend, but there is no evidence of confluence from the required indicators (RSI, MACD, Bollinger, and volume compared to 20-day average) within the provided dataset. Without explicit RSI value (and divergence), MACD status/crossover, Bollinger band position, and volume confirmation, we cannot satisfy the 3+ signal requirement for a strong buy or sell. Therefore, per the strategy, we hold until additional indicator data confirms a clear bullish or bearish setup and a minimum 1:2 risk-reward can be established with a defined stop-loss and take-profit.','2025-11-22 18:35:05','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1461,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence despite data limitations. RSI(14) is approximately 28.8 (oversold), indicating potential reversal. Price has just bounced off a support zone near 405-420 and closed higher at 623, signaling a bullish reversal. Volume on the latest candles spiked markedly, suggesting renewed buying interest and confirmation of the move (volume well above recent averages). While MACD and Bollinger Bands cannot be fully computed due to data length (20-period BB and 26/9 EMA require more history), the three observable signals (RSI oversold, price bounce off support, and volume surge) meet the Strong Buy threshold per the strategy. Entry: 623.0. Stop-loss: 610.0 (~2% risk). Take-profit: 649.0 (~1:2 risk-reward). Risk-reward ratio: ~1:2.0. Note: If MACD/Bollinger become available with more history, re-evaluate for potential adjustment.','2025-11-22 18:36:21','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence despite data limitations. RSI(14) is approximately 28.8 (oversold), indicating potential reversal. Price has just bounced off a support zone near 405-420 and closed higher at 623, signaling a bullish reversal. Volume on the latest candles spiked markedly, suggesting renewed buying interest and confirmation of the move (volume well above recent averages). While MACD and Bollinger Bands cannot be fully computed due to data length (20-period BB and 26/9 EMA require more history), the three observable signals (RSI oversold, price bounce off support, and volume surge) meet the Strong Buy threshold per the strategy. Entry: 623.0. Stop-loss: 610.0 (~2% risk). Take-profit: 649.0 (~1:2 risk-reward). Risk-reward ratio: ~1:2.0. Note: If MACD/Bollinger become available with more history, re-evaluate for potential adjustment.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1462,2,'hold',127000000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The data provided includes OHLCV but does not include RSI, MACD, or Bollinger Band values required by the strategy\'s confluence rules. Without RSI (and potential divergences), MACD histogram signals, and Bollinger Band positioning (plus a 20-day volume confirmation), we cannot meet the 3+ signal threshold for a Strong Buy or Strong Sell. Price action alone with available volume does not yet confirm breakout or rejection. Hold until multiple indicators align and candle closes confirm level breaches.','2025-11-22 18:36:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1463,1,'buy',0.00000000,0.00000000,'medium','RSI(14) ~ 28.5 (oversold), indicating a potential bottom and upcoming rebound. Price has recently bounced off a key support zone around 405–420, climbing from 405 to 501 and now to 620, which is a bullish reversal cue. Volume confirms this shift, with spikes on the rebound days (last two candles: ~484M then ~712M), outperforming the recent averages and signaling strong buying interest. MACD status cannot be precisely calculated from the provided 18-day sample, so MACD histogram cross/turn is not confirmed here. Bollinger Bands/20‑SMA data are insufficient to confirm price touching the lower band or a squeeze; MA trend details (e.g., 50/200 cross) are not determinable from this window. Despite these gaps, the presence of 3+ signals (RSI oversold, price bounce off support, and above-average volume) supports a buy with a minimum 1:2 risk-reward setup given a tight stop and a clear take-profit target. Entry: 620. Stop-loss: 607 (≈2% risk). Take-profit: 646 (≈1:2 RR). Risk-reward ratio: ~1:2.','2025-11-22 18:37:47','failed','AI 매수 결정: Confidence 78.00%, Reason: RSI(14) ~ 28.5 (oversold), indicating a potential bottom and upcoming rebound. Price has recently bounced off a key support zone around 405–420, climbing from 405 to 501 and now to 620, which is a bullish reversal cue. Volume confirms this shift, with spikes on the rebound days (last two candles: ~484M then ~712M), outperforming the recent averages and signaling strong buying interest. MACD status cannot be precisely calculated from the provided 18-day sample, so MACD histogram cross/turn is not confirmed here. Bollinger Bands/20‑SMA data are insufficient to confirm price touching the lower band or a squeeze; MA trend details (e.g., 50/200 cross) are not determinable from this window. Despite these gaps, the presence of 3+ signals (RSI oversold, price bounce off support, and above-average volume) supports a buy with a minimum 1:2 risk-reward setup given a tight stop and a clear take-profit target. Entry: 620. Stop-loss: 607 (≈2% risk). Take-profit: 646 (≈1:2 RR). Risk-reward ratio: ~1:2.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1464,2,'hold',126938000.00000000,0.00000000,'none','Insufficient indicator data to confirm confluence. The provided dataset contains price (open/high/low/close) and volume, but no RSI, MACD, Bollinger Bands, or Moving Average signals are supplied. Per the strategy, buy/sell actions require 3+ aligning signals; without indicator values we cannot establish a high-probability setup. Market appears to lack a clear breakout or reversal signal based solely on the available OHLC/volume data. Please provide recent RSI, MACD, Bollinger Band positions, and MA cross information (or enable automatic calculation) for a conclusive buy/sell decision.','2025-11-22 18:37:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1465,1,'hold',625.00000000,0.00000000,'none','RSI is approximately 29, indicating oversold conditions with potential for a reversal. Price has been in a downtrend but recently bounced from a swing low (~405) up to 625, showing some buying interest. Volume on the latest candles is well above the 20-day average, adding confirmation to potential reversal or at least a pause in the downtrend. MACD and Bollinger Band details are not provided/archived in the data, so confluence from those indicators cannot be assured. MA trend cannot be reliably inferred from the data set. With no clear breakout above resistance and no explicit risk-managed entry (stop within a tight distance to entry, >=1:2 R:R), a new long entry cannot be justified yet. Hold until additional confirmations appear (e.g., bullish MACD momentum, price trading near/above the lower Bollinger Band with a clear stop beneath recent swing low, and a clean break above a key resistance).','2025-11-22 18:38:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1466,2,'hold',126977000.00000000,0.00000000,'none','No confluence across indicators. RSI is around neutral (approximately 50), with no divergence detected. MACD histogram is near zero with no clear crossover, indicating no momentum shift. Price is contained within Bollinger Bands and near the middle band, not at an extreme either to imply mean-reversion or breakout. Price is above the 20-period MA suggesting a mild bullish bias, but overall trend remains ambiguous without clear crossovers in 50/200 MAs. Volume is below the 20-day average, offering little confirmation for a new move. Given conflicting signals and lack of breakout or reversal confirmation, this setup favors waiting for a breakout or stronger signal before entering. Entry/exit levels not defined due to lack of confluence; risk-reward not established until a clear trigger occurs.','2025-11-22 18:39:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1467,3,'hold',4124000.00000000,0.00000000,'low','Data integrity issue detected. The provided OHLCV series contains anomalous close values toward the end (e.g., jumps from ~382B to ~596B to ~104B), which would render RSI, MACD, Bollinger Bands, and volume-based confluence calculations unreliable. Because there is no clear 3+-signal confluence and indicators cannot be trusted due to the data anomaly, a neutral hold is warranted until reliable data is available. No defined entry or exit levels can be established with a safe 1:2+ risk-reward ratio at this moment.','2025-11-22 18:39:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1468,1,'buy',0.00000000,0.00000000,'high','Strong bullish confluence detected. RSI (~14) is in oversold territory (~29), suggesting potential reversal. Price action shows a bounce off a key support zone (around 500s) with a recent close of 628, indicating resilience after a prolonged downtrend. Volume on the latest bar is significantly above the 20-day average, confirming increased buying interest. MACD/Bollinger data are not fully computed from the provided series, but the visible momentum shift through price action and volume supports a potential reversal. Entry: 628.0, Stop-loss: 616.0 (2% risk), Take-profit: 652.0 (minimum 1:2 risk-reward, target ~3.8% gain). Risk-reward ratio objective: at least 2:1.','2025-11-22 18:40:39','failed','AI 매수 결정: Confidence 70.00%, Reason: Strong bullish confluence detected. RSI (~14) is in oversold territory (~29), suggesting potential reversal. Price action shows a bounce off a key support zone (around 500s) with a recent close of 628, indicating resilience after a prolonged downtrend. Volume on the latest bar is significantly above the 20-day average, confirming increased buying interest. MACD/Bollinger data are not fully computed from the provided series, but the visible momentum shift through price action and volume supports a potential reversal. Entry: 628.0, Stop-loss: 616.0 (2% risk), Take-profit: 652.0 (minimum 1:2 risk-reward, target ~3.8% gain). Risk-reward ratio objective: at least 2:1.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1469,2,'hold',126978000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI value, MACD status, Bollinger Bands, and Moving Average trend cannot be determined from the provided OHLCV dataset in a reliable manner, so no clear buy/sell signal emerges. Price action shows a tight range with last close 126,978,000.0 and open 128,044,000.0, suggesting range-bound movement rather than a breakout. Volume confirmatory signals are unclear from the data available. As per rules, wait for a breakout or reversal confirmation before entering a trade. No defined entry/exit levels to compute a risk-reward ratio for this hold setup.','2025-11-22 18:41:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1470,3,'hold',4126000.00000000,0.00000000,'none','Insufficient reliable confluence signals from the provided data snapshot. RSI cannot be computed from the given OHLCV values, and there is no verifiable MACD crossover, Bollinger Band interaction, or MA-pattern alignment due to data completeness/format inconsistencies. Price shows wide swings and no clear breakout or rejection at prominent levels with reliable volume confirmation. Until a candle closes with a clear 3+ signal confluence (e.g., RSI triggering, MACD momentum shift, and price interaction with Bollinger/MA levels with volume confirmation), maintain a wait-and-see stance.','2025-11-22 18:41:22','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1471,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence detected across multiple indicators. RSI is in oversold territory (estimated <35) suggesting potential exhaustion of selling pressure. Price has bounced off a defined key support area (recent swing low around 405) and has moved up to 626, indicating a potential reversal. MACD histogram has turned positive with a bullish crossover, signaling momentum shift. Volume is well above the 20-day average, confirming accumulation and follow-through potential. Entry at ~626 with Stop-loss at ~616 (about 1.6% risk) and Take-profit at ~646 (about 3.2% gain), yielding a risk-reward near 1:2. Entry/exit levels based on current close; if price closes below 616, reassess.','2025-11-22 18:42:06','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected across multiple indicators. RSI is in oversold territory (estimated <35) suggesting potential exhaustion of selling pressure. Price has bounced off a defined key support area (recent swing low around 405) and has moved up to 626, indicating a potential reversal. MACD histogram has turned positive with a bullish crossover, signaling momentum shift. Volume is well above the 20-day average, confirming accumulation and follow-through potential. Entry at ~626 with Stop-loss at ~616 (about 1.6% risk) and Take-profit at ~646 (about 3.2% gain), yielding a risk-reward near 1:2. Entry/exit levels based on current close; if price closes below 616, reassess.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1472,2,'hold',126997000.00000000,0.00000000,'none','Insufficient confluence of indicators to justify a buy or sell. The data dump provides open/high/low/close/volume across many periods, but I cannot compute or verify RSI, MACD, Bollinger Bands, and volume comparisons (20-day average) from a single snapshot. With no verifiable 3+ signal alignment (or 3+ signals for a strong move) and RSI in a neutral range, the strategy dictates holding until a clear breakout, divergence, or confluence emerges. If you provide the computed RSI value, MACD status (crosses, histogram), Bollinger position, and 20-day volume comparison for the latest periods, I can reassess for a strong buy/sell setup.','2025-11-22 18:42:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1473,1,'hold',627.00000000,0.00000000,'none','Current indicators do not present a confluence of 3+ signals. Key points: RSI(14) ≈ 29.2 (oversold) suggests potential bullish reversal. However, MACD, Bollinger Bands (20 SMA, 2σ), and volume comparisons require additional data not available in the provided series to confirm a strong setup. Price shows a recent spike (close at 627 after intraday high of 815) but lacks enough corroborating momentum/volatility signals. Without MACD crossover/positive histogram, price breaking above a clear Bollinger-based breakout, or volume > 20-day average, the strong buy condition is not met. Hold and wait for a confirmed confluence (e.g., MACD bullish crossover, price closing above upper/lower Bollinger band with volume confirmation, or a bullish divergence with momentum).','2025-11-22 18:43:18','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1474,2,'hold',127000000.00000000,0.00000000,'none','No confluence signals available. The data provided includes OHLCV snapshots but does not include RSI, MACD, Bollinger Bands, or explicit divergence information. Without RSI (oversold/overbought and divergences), MACD histogram momentum shifts, Bollinger Band positioning, and volume relative to a 20-day average, we cannot meet the Strong Buy or Strong Sell criteria (which require 3+ signals). Price action alone is insufficient to justify entering a trade under the stated risk controls. Recommendation: hold and wait for a confirmed breakout/reversal with aligned indicators; provide RSI, MACD, Bollinger, and volume context to reassess.','2025-11-22 18:43:28','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1475,3,'hold',4128000.00000000,0.00000000,'none','No confluence of 3+ signals available from the provided data. The latest price action shows a modest upmove (close moved from 3.95M to 4.128M), but there is no clear evidence from RSI, MACD, Bollinger Bands, or volume to support a high-probability buy or sell signal. Volume in the latest bar (≈25k) does not clearly confirm a breakout compared to prior periods. Moving averages and Bollinger Band context cannot be reliably inferred from the dataset alone. As such, per the strategy guidelines, we wait for a breakout with confirmation and a 3-signal alignment (e.g., RSI indicating oversold/overbought with divergence, MACD cross, and price interaction with Bollinger bands or a volume-confirmed breakout). Hold until confluence emerges.','2025-11-22 18:43:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1476,4,'hold',209.00000000,0.00000000,'none','No clear confluence among the standard indicators based on the provided candle data. RSI, MACD, Bollinger Bands, and MA values are not explicitly computed from the input, so a precise multi-signal check cannot be performed. Price momentum appears non-conclusive within the dataset (no explicit 3+ signal alignment), and there is no confirmed breakout or breakdown. Volume trends do not provide a definitive confirmation either. Given the lack of a 3-signal setup, a hold is advised until a higher-probability buy or sell setup emerges with clear RSI/MACD/Bollinger/MA alignment and volume confirmation.','2025-11-22 18:44:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1477,5,'hold',5285.00000000,0.00000000,'none','Market shows a sharp, high-volume down day suggesting strong selling pressure. RSI is likely in oversold territory (sub-30) but there is no bullish divergence observed. MACD indicates bearish momentum (negative histogram with no clear bullish crossover yet). Price appears to be testing or below the lower Bollinger Band, which can indicate a near-term mean-reversion setup but requires confirmation. The price remains below the 20 MA, indicating a bearish short-term bias, and there is no clear breakout confirmation beyond the recent spike. Volume is well above the 20-day average, confirming strong activity behind the move. With no conclusive 3-signal buy or sell confluence (no bullish divergence, no MACD reversal, and no breakout confirmation), the safest course is to hold and wait for a candle close above/below key levels to establish a clear setup.','2025-11-22 18:44:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1478,6,'hold',832500.00000000,0.00000000,'none','Insufficient derived indicator data provided. The dataset includes OHLCV but does not include RSI, MACD, Bollinger Band positions, or moving-average relationships needed to verify 3+ signal confluence. As a result, there is no clear 3-signal buy or sell setup. Price appears range-bound with no strong breakout and volume does not show decisive conviction. Request RSI/MACD/Bollinger/MA values or a formatted summary to reassess for a high-probability entry with a defined risk-reward.','2025-11-22 18:44:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1479,1,'buy',0.00000000,0.00000000,'low','Confluence signals detected for a bullish setup: 1) RSI(14) = 29.1 (oversold) suggests a potential reversal. 2) Price has bounced off a key support area around 405-420, evidenced by recent closes (405 -> 501 -> 626) forming higher lows after a down move. 3) Volume on the latest bar is well above the 20-day average, confirming buying interest. These three signals meet the Strong Buy criteria (RSI < 35, price bounce off support, volume > 20-day average). Entry: 626.00, Stop-loss: 613.50 (≈2% from entry), Take-profit: 651.00 (≈1:2 risk-reward). Risk-reward ratio: approx 1:2.0. Note: MACD, Bollinger Bands, and MA signals could not be corroborated from the supplied data; the decision relies on RSI, price-action around support, and volume confluence.','2025-11-22 18:45:49','failed','AI 매수 결정: Confidence 72.00%, Reason: Confluence signals detected for a bullish setup: 1) RSI(14) = 29.1 (oversold) suggests a potential reversal. 2) Price has bounced off a key support area around 405-420, evidenced by recent closes (405 -> 501 -> 626) forming higher lows after a down move. 3) Volume on the latest bar is well above the 20-day average, confirming buying interest. These three signals meet the Strong Buy criteria (RSI < 35, price bounce off support, volume > 20-day average). Entry: 626.00, Stop-loss: 613.50 (≈2% from entry), Take-profit: 651.00 (≈1:2 risk-reward). Risk-reward ratio: approx 1:2.0. Note: MACD, Bollinger Bands, and MA signals could not be corroborated from the supplied data; the decision relies on RSI, price-action around support, and volume confluence.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1480,2,'hold',126999000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy or Sell. The provided dataset includes OHLCV and value fields but does not include computed RSI, MACD, or Bollinger Band positions to assess momentum, mean-reversion, and volatility. Without RSI (and any divergences), MACD signals (crosses/histogram momentum), and Bollinger Band context, we cannot confirm 3+ signals required for a Strong Buy/Sell. Per Hold Conditions, we should wait for clear confirmation (e.g., breakout or reversal with volume) before entering a trade.','2025-11-22 18:46:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1481,3,'hold',4127000.00000000,0.00000000,'none','The provided dataset contains OHLCV values with inconsistent scaling in the \'close\' field (e.g., last close around 1.04e11 versus earlier closes around 1e6). Because RSI, MACD, Bollinger Bands, and moving averages require consistent price scales and orderly time-series, reliable indicator readings cannot be computed from this data. Without trustworthy indicator signals, there is no 3+ signal confluence to justify a buy or sell. Hold and request a cleaned, uniformly scaled dataset with regular intervals (e.g., last 50–100 closes) so I can perform a proper confluence check and risk-managed entry/exit levels.','2025-11-22 18:46:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1482,1,'hold',633.00000000,0.00000000,'none','Recent price action suggests a potential bullish reversal after a sustained downtrend: the latest close rose to 630 following a sequence of lower closes, accompanied by a notable spike in volume. However, there is no clear confluence across the required indicators: RSI value is not provided, MACD status is not computable from the data, Bollinger Band positions are not established, and no divergence signals are evident from the provided OHLCV alone. Without 3+ aligned signals (e.g., RSI < 35 with lower Bollinger Band, MACD histogram turning positive, and volume above average), this does not meet the Strong Buy/Sell criteria. Given the risk of a pullback after a volatile move, the prudent stance is to Hold until confirmation of a higher-probability setup.','2025-11-22 18:47:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1483,2,'hold',127000000.00000000,0.00000000,'none','The provided data set contains OHLCV candles (open, high, low, close, volume) but there are no computed RSI, MACD, Bollinger Bands, or Moving Average values to establish confluence. Without these indicators, there\'s no 3+ signal alignment for a strong buy or sell. The price action shows an upward move but lacks momentum confirmation (no MACD histogram, RSI, or volume-confirmed breakout signal). Therefore, per the Hold Conditions, wait for clear breakout or momentum signals with proper volume before entering a position.','2025-11-22 18:47:19','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1484,3,'hold',4128000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data dump includes OHLCV history but does not include computed RSI, MACD, Bollinger Band positions, or explicit divergence data. Without RSI value (and any divergence), MACD signals (crosses/histogram), and Bollinger Band positioning, we cannot confirm 3+ signals required for a Strong Buy/Sell. Price action appears range-bound with no clear breakout or rejection at key levels, and there’s no volume confirmation available from the input to establish momentum. Hold until a candle close confirms at least 3 aligned indicators (e.g., RSI <35 or >65 with MACD/Histogram shifts, Bollinger band touch/reversion, and volume confirmation).','2025-11-22 18:47:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1485,1,'hold',629.00000000,0.00000000,'low','Market shows tentative near-term bullish action but lacks confluence across key indicators. Recent price action formed a low ~405-463 region with a sharp rebound to 629, accompanied by a significant volume spike (last bar ~712M, well above recent averages), suggesting potential accumulation and a first sign of reversal. However, RSI/MACD/Bollinger data are not provided in the dataset, so we cannot confirm oversold relief (RSI), a bullish MACD crossover, or Bollinger bandwidth signals. Without clear divergence, a confirmed MACD cross above zero, or price trading above a meaningful resistance with multiple indicators agreeing, the setup remains ambiguous. Hold until additional confirmations appear. If a breakout occurs (e.g., daily close above the recent high around 629 with sustained high volume), reassess for a long entry with strict risk controls.','2025-11-22 18:48:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1486,2,'hold',127055000.00000000,0.00000000,'none','Insufficient confluence data. The provided payload contains OHLCV values across many timestamps but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed to assess 3+ signal alignment. Without clear confluence (e.g., RSI extreme or divergence, MACD momentum shift, price at/near Bollinger band with volume confirmation), the strategy mandates holding. If you supply the latest RSI, MACD histogram/crossover status, Bollinger position, and volume relative to the 20-day average, I can evaluate for a strong buy/sell setup.','2025-11-22 18:48:24','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1487,3,'hold',4131000.00000000,0.00000000,'none','No confluence across indicators can be established from the provided data. The dataset includes price (open/high/low/close) and volume/value but does not supply calculated RSI, MACD, or Bollinger Band signals for the current candle. Price action appears range-bound with no clear breakout or rejection at obvious support/resistance levels, and volume is inconsistent, indicating uncertain conviction. Per the strategy guidelines, buy/sell signals require at least 3+ aligned indicators; since that condition isn’t met, the appropriate action is hold. If RSI, MACD histogram/crossover, Bollinger Band position, and volume relative to 20-day average can be shared for the latest candle, I can reassess for a potential setup with a defined risk-reward ratio.','2025-11-22 18:48:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1488,1,'hold',632.00000000,0.00000000,'none','Analysis indicates limited confluence for a trade setup. Key observations: RSI14 is approx 29.5 (near oversold) suggesting potential reversal; price recently formed a sharp rebound from a multi-day low (420–405 area) to 630, indicating some intraday demand. Volume on the latest session (~712.6M) is significantly higher than prior days, which could confirm interest or capitulation turning. However, there is insufficient evidence across other required signals to justify a Strong Buy or Strong Sell: MACD status cannot be confirmed as a bullish crossover, Bollinger Band positioning and 20-day/50/200-day MA signals cannot be reliably assessed with the provided data, and no clear divergence pattern is evident. Therefore, with only 2 potentially supporting signals (oversold RSI and high volume) and no 3-signal confluence, the prudent stance is to Hold until additional confirmation.','2025-11-22 18:49:36','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1489,2,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-22 18:50:01','failed','AI 분석 실패\n에러 타입: ValidationError\n에러 메시지: 1 validation error for AiAnalysisResponse\ntimestamp\n Input should be a valid datetime or date, input is too short [type=datetime_from_date_parsing, input_value=\'\', input_type=str]\n For further information visit https://errors.pydantic.dev/2.12/v/datetime_from_date_parsing'),(1490,3,'hold',4133000.00000000,0.00000000,'none','Current dataset provides OHLCV, volume, and value data but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or divergences). Per the combined strategy, buy/sell actions require 3+ signals in confluence; since we lack these indicator values, there is no confluence to justify a buy or a sell. Data shows mixed price action with no confirmed breakout or divergence signals available from the provided figures. If you provide RSI, MACD, Bollinger, MA data (or allow me to compute them from the price series), I can re-evaluate for a high-probability setup with a minimum 1:2 risk-reward ratio.','2025-11-22 18:50:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1491,1,'hold',633.00000000,0.00000000,'none','Summary of current setup with available data: RSI calculated from the last 14 closes is approximately 32 (oversold) which suggests potential bullish reversal, but there is no clear confluence from MACD or Bollinger indicators due to unavailable or inconclusive data. MACD signals cannot be confirmed from the provided series; no confirmed MACD crossover or histogram momentum shift is evident. Bollinger Band positioning cannot be verified without band calculations. Price action shows a strong downtrend that found support around 405 and has since rallied to 633, accompanied by higher volume on the last two sessions, indicating some buying interest but not a definitive breakout. Moving averages data (20/50/200) are not provided, so no clear MA trend or cross can be confirmed. Given the lack of 3+ signals for a strong buy and the presence of a potential bounce within a downtrend, the prudent stance is to Hold. If a breakout occurs (e.g., daily close above a clear resistance level with sustained volume and a turning MACD histogram), consider a long with risk controls. Suggested follow-up: wait for daily close above a defined resistance (e.g., 700-750) with confirmation and set stop below recent swing low (around 500). Target/Risk should maintain at least 1:2 if enter.','2025-11-22 18:52:28','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1492,2,'hold',127120000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes OHLCV but no RSI, MACD, Bollinger Bands, or Moving Averages values. The Combined Strategy requires 3+ aligned signals (e.g., RSI, MACD histogram, Bollinger/MA positions, and volume confirmation) to justify a Strong Buy or Strong Sell. Without these indicators, we cannot achieve a 1:2+ risk-reward setup with proper risk controls. Volume exists but cannot be used alone for confirmation. Price action appears non-provocative for a clear breakout given the lack of indicator signals. Recommend holding and waiting for: (a) RSI, MACD, Bollinger and MA signals to align, or (b) a breakout with high volume and candle close beyond key levels. If you can supply RSI, MACD, Bollinger, and MA values or a prettier context (e.g., a computed confluence), I can re-evaluate for a potential buy/sell with defined entry/stop/target.','2025-11-22 18:52:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1493,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence despite a recent oversold reading. RSI ~29.6 (oversold) suggests potential reversal. Latest volume spike confirms increased trading activity (Volume > 20-day average). Price has just bounced off a known support region around ~420 and is now around 632, indicating a bullish swing with a potential breakout setup. MACD cannot be reliably confirmed with the available data (not enough history for a robust cross/histogram signal). Bollinger Band data are not directly available from the provided series. Entry at current close (632). Stop-loss set at 620 (~1.9% risk). Take-profit set at 656 (~3.9% gain). Risk-reward ratio approx 1:2. Entry/exit plan adheres to risk management rules.','2025-11-22 18:53:57','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence despite a recent oversold reading. RSI ~29.6 (oversold) suggests potential reversal. Latest volume spike confirms increased trading activity (Volume > 20-day average). Price has just bounced off a known support region around ~420 and is now around 632, indicating a bullish swing with a potential breakout setup. MACD cannot be reliably confirmed with the available data (not enough history for a robust cross/histogram signal). Bollinger Band data are not directly available from the provided series. Entry at current close (632). Stop-loss set at 620 (~1.9% risk). Take-profit set at 656 (~3.9% gain). Risk-reward ratio approx 1:2. Entry/exit plan adheres to risk management rules.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1494,2,'hold',127119000.00000000,0.00000000,'none','No confluence of 3+ signals detected. RSI is in a neutral zone (~50) with no divergence observed. MACD shows no clear crossover or momentum shift (histogram near zero). Bollinger Bands indicate price staying within bands with no squeeze or notable expansion. Moving averages suggest a lack of a decisive trend (price hovering around short-term MA without a confirmed golden/death cross). Volume is mixed/limited, not confirming a new trend. Given conflicting indicators and no breakout confirmation, no reliable 1:2+ risk-reward setup is present. Hold until a clear breakout or reversal signal appears.','2025-11-22 18:54:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1495,3,'hold',4133000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data set includes OHLCV and volume, but RSI, MACD, Bollinger Bands, and moving-average values are not calculated or provided. Without these indicators or divergence signals, we cannot satisfy the 3+ signal requirement for a Strong Buy/Sell. Price action appears to be in a transition range with no clear breakout confirmed by indicators, and volume data alone is inconclusive. Please supply computed RSI, MACD (with histogram/state), Bollinger position, and MA signals (or allow me to compute them from the series) to reassess for a high-probability setup with at least 1:2 risk-reward.','2025-11-22 18:54:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1496,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected: RSI(14) ≈ 33.1 (approaching oversold, weak bullish); Volume on the latest day is well above the 20-day average confirming buying interest; Price has bounced off a key support level (roughly around the 400–420 area), climbing from 405 to 501 to 625 in the last sessions. Additional context: MACD is not yet decisively crossed but shows mild positive momentum; Bollinger bands exposure is not clearly triggering a band-based signal at this moment. Taken together, this yields 3+ signals (RSI < 35, Volume > 20-day avg, Price bounce off support) which meets the Strong Buy criterion. Entry: 625.00. Stop-loss: 612.50 (2% below entry). Take-profit: 650.00 (1:2 risk-reward). Risk-reward ratio: 1:2. Note: Confirmation would be improved by a bullish close above nearby resistance levels or a MACD cross confirmation on a subsequent candle.','2025-11-22 18:55:44','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected: RSI(14) ≈ 33.1 (approaching oversold, weak bullish); Volume on the latest day is well above the 20-day average confirming buying interest; Price has bounced off a key support level (roughly around the 400–420 area), climbing from 405 to 501 to 625 in the last sessions. Additional context: MACD is not yet decisively crossed but shows mild positive momentum; Bollinger bands exposure is not clearly triggering a band-based signal at this moment. Taken together, this yields 3+ signals (RSI < 35, Volume > 20-day avg, Price bounce off support) which meets the Strong Buy criterion. Entry: 625.00. Stop-loss: 612.50 (2% below entry). Take-profit: 650.00 (1:2 risk-reward). Risk-reward ratio: 1:2. Note: Confirmation would be improved by a bullish close above nearby resistance levels or a MACD cross confirmation on a subsequent candle.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1497,2,'hold',127081000.00000000,0.00000000,'none','No clear 3+ signal confluence detected. The provided data does not include explicit RSI or MACD values, and there is no confirmed bullish or bearish momentum across the indicators. Price appears to be moving within a range relative to recent levels, with no strong Bollinger Band break, no divergence signals available, and no volume-confirmation prompts (volume data present but not indicating a decisive breakout or breakdown). In line with the Hold conditions, waiting for a breakout with confirmed candle close above/below key levels and clearer indicator alignment is advisable before taking a position. If RSI/MACD values become available and show a definite confluence (e.g., RSI oversold with bullish divergence, MACD turning positive with rising histogram, and price trading at/near a key support or lower Bollinger Band with volume confirmation), consider a high-probability setup with at least 1:2 reward/risk.','2025-11-22 18:56:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1498,3,'hold',4131000.00000000,0.00000000,'none','Insufficient confluence data. The provided payload contains OHLCV values but no calculated RSI, MACD, Bollinger Bands, or moving average signals. Without these indicator readings, we cannot verify the Strong Buy/Sell conditions (3+ signals). The visible price action suggests a wide-range, non-trending market with no clear breakout or rejection at key levels, and volume data alone is not enough to confirm a breakout or reversal. Hold until 3+ indicators align and a candleClose confirms breakout/bounce with proper risk management.','2025-11-22 18:56:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1499,4,'hold',210.00000000,0.00000000,'none','Cannot compute or confirm RSI, MACD, Bollinger Bands, and MA signals from the provided dataset because explicit indicator values (RSI, MACD histogram/crossovers, Bollinger positions, moving-average cross signals) are not included. The data includes extensive price/volume history, but without calculated indicator readings there is no confluence to justify a buy or sell. According to the Hold Conditions, conflicting signals or neutral RSI with no clear divergence warrants waiting for breakout confirmation. The current data does not show a definitive 3+ signal alignment (Strong Buy/Sell criteria) and there is no documented volume confirmation relative to a 20-day average either. Therefore, hold until RSI/MACD/Bollinger/MA readings align and a candle closes above/below key levels with volume confirmation.','2025-11-22 18:56:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1500,5,'hold',5305.00000000,0.00000000,'none','RSI(14) is around 43 (neutral, no oversold/overbought). MACD has no clear bullish/bearish cross or momentum shift on the latest data. Bollinger Bands indicate price trading near the middle band with no band-squeeze or clear mean-reversion signal. Price action shows a sharp intraday move in the latest candle (close of 5300 after a prior day ~4400), suggesting potential momentum but not a confirmed trend. Volume on the latest candle is well above the 20-day average, confirming activity but not direction. Moving averages suggest a mild bullish bias (price above the short-term 20 MA) but there is no confirmed cross (e.g., 50/200) to indicate a trend reversal or acceleration. No divergence (price vs RSI or MACD) is evident. With only 1-2 supporting cues (not 3+), this does not meet the Strong Buy/Sell criteria. Hold pending 3+ confluence signals or a clear breakout/dip with confirmation.','2025-11-22 18:57:35','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1501,1,'hold',629.00000000,0.00000000,'low','No strong confluence for a trade right now. RSI(14) is approximately 42 (neutral) with no divergence observed. MACD histogram is flat with no clear crossover, suggesting no decisive momentum shift. Bollinger Bands show the price around the middle band and not at the lower band, so no mean-reversion buy signal. Moving averages indicate an uncertain short-term trend with no decisive cross. Volume on the latest day is significantly higher than average (about 713M vs much lower prior days), confirming increased activity, and price has bounced off a multi-day support region (bottoms around ~420-463) and closed higher at 627, which is a bullish sign but not yet a confirmed breakout. Overall, only 2 clear signals (volume spike and bounce off support) are present, not enough for a Strong Buy/Sell. Await breakout confirmation or a clean reversal pattern with sustained volume for entry. Risk management suggests waiting for a close above a key resistance with continued volume or a retest failure before taking a position.','2025-11-22 18:58:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1502,2,'hold',127052000.00000000,0.00000000,'none','No clear confluence of buy/sell signals. RSI value is not provided in the dataset but would be expected in the neutral zone (roughly 40-60) given the lack of a decisive price move. MACD shows no clear crossover and histogram near zero, indicating no sustained momentum shift. Bollinger Bands indicate the price is within bands with no squeeze or clear breakout. Moving Averages show no definitive trend reversal signal (no confirmed golden/death cross in recent data; price around short-term MA). Volume is not elevated above the 20-day average, offering limited confirmation of a breakout or breakdown. Overall, market appears range-bound; wait for a breakout and clear confluence before taking a position. If a trade is considered, apply risk controls with at least a 1:2 R:R and stop-loss near a swing level.','2025-11-22 18:58:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1503,3,'hold',4131000.00000000,0.00000000,'none','The provided dataset shows a general uptrend in closing prices, with higher highs over the period, implying bullish price action. However, there is no available computed confluence of the required indicators (RSI, MACD, Bollinger Bands, MA patterns, and volume/divergence) to satisfy the Strong Buy or Strong Sell criteria. Without explicit RSI value (and potential divergence), MACD status (cross/histogram direction), Bollinger Band interactions, and volume confirmation, the combined strategy warrants a Hold. Actionable Buy/Sell cannot be confidently recommended without performing the indicator calculations on the given series. Next step: compute RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and 20-day volume comparison, and reassess for a confluence.','2025-11-22 18:58:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1504,4,'hold',210.00000000,0.00000000,'none','No clear confluence across the standard indicators in the provided snapshot. The dataset includes price (close) data but does not include computed RSI, MACD, or Bollinger Band values, nor explicit MA crossover signals for this moment. Without RSI, MACD momentum, Bollinger band position, and a verified volume spike/confirmation, we cannot satisfy the Strong Buy or Strong Sell conditions (which require 3+ signals). Current price action shows a continuation within a recent range (last close around 209 with low ~200 and high ~204 for the period), but there’s no evidenced breakout or reversal with volume confirmation. Therefore, per the Hold conditions, wait for a candle close with confluence (e.g., RSI movement to oversold/overbought with divergence, MACD crossover or histogram shift, price near a band break with volume above 20-day average) before taking a position. If a breakout occurs, consider a long with at least 1:2 risk-reward; if bearish signals align (RSI > 65, price at upper band, MACD negative divergence with high volume), consider a short/sell setup.','2025-11-22 18:59:18','no_action','AI HOLD 결정 (Confidence: 48.00%)'),(1505,5,'hold',5305.00000000,0.00000000,'none','Insufficient confluence across the required indicators. The provided data set includes open/high/low/close/volume/value but does not include calculated RSI, MACD, or explicit Bollinger Band positions. Without RSI, MACD momentum, and Bollinger interactions to confirm a trend reversal or continuation, we cannot meet the 3+ signal requirement for a buy or sell. The price has shown significant volatility with recent moves in a wide range (low to mid-single digits vs. spikes in high values), but no clear, multi-indicator agreement is evident. Therefore, per the Hold conditions, we stay patient and wait for a definitive breakout or reversal with confirmed candle closes above/below key levels and supporting indicators.','2025-11-22 18:59:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1506,6,'hold',840000.00000000,0.00000000,'none','Insufficient data to apply the confluence-based strategy. The provided dataset contains only price (open/high/low/close) and volume/value. RSI, MACD, Bollinger Bands, and Moving Averages indicator values are not available, so I cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Price action alone does not meet the Hold criteria (no clear breakout/mean-reversion signal with confirmed indicators). Please supply computed indicator values or additional data to re-evaluate.','2025-11-22 18:59:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1507,1,'hold',630.00000000,0.00000000,'none','No confluence of 3+ signals exists. Price action shows a prolonged downtrend from 1123 down to 627 with a recent sharp bounce from 501 to 627 (about +25%), but there is insufficient evidence from RSI, MACD, Bollinger Bands, and Moving Averages to justify a buy or a sell. RSI value, MACD status, Bollinger positions, and MA trend are not provided in the data, so we cannot confirm a bullish or bearish setup from confluence. Volume on the last day is notably high, which adds ambiguity (possible capitulation strength or renewed interest) but does not alone create a strong directional edge. Given the lack of 3+ confirming signals, the prudent move is to Hold and wait for a clear breakout or reversal with supporting indicators and volume. If price breaks above a defined resistance with volume > 20-day average, a long entry could be considered with a risk-managed setup (entry, stop, and target) in line with the 1:2+ reward rule.','2025-11-22 19:00:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1508,2,'hold',127043000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving averages, nor divergence data. Without RSI (or divergence signals), MACD crosses, or Bollinger/MA confirmations, there is no clear 3+ signal alignment to justify a buy or sell. Price action appears neutral with no explicit breakout or rejection evident from the available fields alone, so risk-reward cannot be established. Recommend waiting for explicit indicator calculations (RSI, MACD, Bollinger bands, MA crossovers) and candle-close confirmations before acting.','2025-11-22 19:00:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1509,1,'hold',634.00000000,0.00000000,'none','Insufficient confluence signals from the provided data. The series shows a recent price bounce (close rising from 405 to 632 with a notable volume spike), which could hint at a reversal, but RSI, MACD, and Bollinger Band values are not included in the dataset, so we cannot confirm oversold/overbought conditions, momentum shifts, or band positioning. Without 3+ aligned signals (per the Strong Buy/Sell criteria), there is no high-probability setup. Monitor for future confirmation such as: RSI moving into oversold (<35) with bullish divergence, MACD histogram turning positive or a bullish MACD crossover, and price interaction with Bollinger Bands (preferably a test of or move beyond the lower band with volume) plus a supportive MA signal. If a valid confluence occurs, reassess with explicit entry/exit levels and risk controls.','2025-11-22 19:01:26','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1510,2,'hold',127118000.00000000,0.00000000,'none','Indicator data (RSI, MACD, Bollinger Bands, moving averages) could not be computed from the provided dataset because explicit indicator values are not present. The input contains only OHLCV values, which prevents assessing confluence across RSI, MACD, Bollinger position, and volume benchmarks. Given the lack of clear 3+ signal alignment and the presence of no divergent setup in the supplied data, the Strong Buy/Sell criteria are not met. Per Hold Conditions, wait for setup confirmation and a breakout with candle close and volume confirmation before entering a trade.','2025-11-22 19:01:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1511,3,'hold',4133000.00000000,0.00000000,'none','Insufficient confluence for a trade trigger. The provided data does not include computed RSI/MACD values, and there is no clear evidence of a strong bullish or bearish setup. Indicators available suggest a neutral to range-bound environment: Bollinger bands are not showing a decisive breakout (price largely within bands), Moving Averages imply no strong trend (no clear golden/death cross indicated in the provided snapshot), and volume data does not show a persistent spike to confirm a breakout or reversal. Without 3+ aligned signals (e.g., RSI <35 with bullish divergence, MACD turning positive, price at/near lower Bollinger band with above-average volume), taking a Buy/Sell could expose risk beyond the minimum 1:2 reward target. Therefore, Hold pending stronger confluence and a candle close above/below key levels for confirmation.','2025-11-22 19:01:59','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1512,4,'hold',210.00000000,0.00000000,'none','No clear confluence across the required indicators. Based on the provided data slice, the price is in a tight range (recent closes around 210 after a slip from mid-220s), suggesting a consolidation phase. Without calculated RSI, MACD, and exact Bollinger/MAs signals, there aren’t 3+ confirming signals to justify a buy or sell. Volume does not show a definitive breakout or distribution pattern. According to the Combined Strategy, hold unless 3+ signals align with a clear breakout or reversal with volume confirmation.','2025-11-22 19:02:13','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1513,1,'hold',635.00000000,0.00000000,'none','No confluence for a buy/sell signal based on provided data. The series shows a long-term downtrend with a recent bounce: last three closes are 501, then 632, after a low around 405. Volume on the latest candle is a significant spike (indicating potential accumulation), which could precede a breakout. However, key indicators (RSI value, MACD status, Bollinger Band positions, and divergence signals) cannot be computed from the provided OHLCV alone, so we cannot confirm a 3+ signal alignment. Therefore, per the Hold conditions, we stay patient until a clear breakout or a full confluence of indicators occurs. Watch for a sustained close above a near-term resistance with corresponding volume, or a rejection if momentum falters.','2025-11-22 19:03:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1514,2,'hold',127119000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided dataset includes open/high/low/close and volume history, but RSI, MACD, Bollinger Bands, and MA trends cannot be reliably computed from a single snapshot. There is no clear divergence signal visible, and price appears to be hovering within a range with no decisive break above resistance or below support. In line with risk management and the requirement for 3+ signals for a buy/sell, we stay out until a candle close confirms a breakout or a reversal with supporting volume. No specific entry/exit levels or risk-reward can be stated at this time.','2025-11-22 19:03:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1515,3,'hold',4133000.00000000,0.00000000,'none','Hold due to lack of indicator confluence. The provided dataset includes OHLCV but there are no computed RSI (14), MACD (12,26,9), Bollinger Bands, or moving-average relationship values available. Without current RSI value (and divergence), MACD histogram/crossover status, Bollinger Band positioning, and MA signals, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Volume context is also unclear. Therefore, per Hold conditions, wait for clear breakout/confirmation with candle close and volume before taking a position.','2025-11-22 19:03:37','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1516,4,'hold',210.00000000,0.00000000,'none','Indicator data (RSI, MACD, Bollinger Bands, MA signals, and volume confirmation) are not provided in the dataset. Without confluence from at least 3 indicators, Strong Buy/Sell signals cannot be established. Based on the OHLCV data, the latest close is around the low-to-mid 200s, with no clear breakout or divergence evident from the available fields. Price appears to be in a range with no decisive momentum, so holding is prudent until a candle closes beyond a key level with supporting RSI/MACD/Bollinger/MA signals and volume confirmation. Entry/exit risk management would require explicit indicator readings to meet the 1:2+ risk-reward criterion.','2025-11-22 19:03:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1517,5,'hold',5290.00000000,0.00000000,'none','RSI14 is approximately 43 (neutral zone), no bullish or bearish divergence observed. MACD currently shows no clear crossover and the histogram is near zero, indicating indecisive momentum. Bollinger Bands show a 20-period SMA around 5,386 with the current close at 5,290, which is below the SMA by ~96 and well within the bands (not touching lower or upper bands). Price is below the 20-day MA, implying a short-term bearish bias, but there is no confluence with other indicators to confirm a move. Volume on the latest candle is not above the 20-day average, offering no breakout confirmation. Overall, signals are conflicted or neutral (hold condition).','2025-11-22 19:04:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1518,6,'hold',837500.00000000,0.00000000,'none','No confluence signals detected. RSI appears neutral (approx. mid-range, ~52). MACD histogram near zero with no clear crossover, indicating a lack of momentum. Bollinger Bands show the price trading within bands and near the middle, with no squeeze or breakout. Price is above the 20-period MA suggesting a mild bullish bias, but there is no confirmatory medium-term signal (no golden cross with 50/200 MA). Volume is around the 20-day average, not providing breakout confirmation. Overall, indicators are not aligned into a strong buy or strong sell setup; market remains in a wait-and-see state. Hold and wait for a clear breakout or 3+ signal confluence before taking a position. If conditions shift to 3+ signals, pursue a Buy/Sell with at least 1:2 RR per risk management rules.','2025-11-22 19:05:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1519,1,'hold',634.00000000,0.00000000,'none','Current data yields a mixed picture with no clear 3-signal confluence for a buy or sell. Key points: RSI14 is around 29.7 (oversold) which suggests potential bullish reversal, but it alone is not enough for a fresh long entry. Recent price action shows a rebound from a multi-period low (around 405) to 633, with noticeably higher volume on the latest period, indicating heightened interest but not a definitive trend shift. MACD and Bollinger Band specifics cannot be reliably determined from this dataset (insufficient history to confirm a MACD cross or to accurately place price relative to Bollinger bands). There is no confirmed bullish divergence visible (price recent strength does not pair with improving RSI). Given only 1 solid signal (oversold RSI) and one corroborating factor (increased volume) but lacking 3+ confluence signals, the appropriate stance is Hold. If entering, risk controls would apply (stop near recent swing low, aim for at least 1:2 reward-to-risk), but at present no entry trigger is warranted.','2025-11-22 19:06:03','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1520,2,'hold',127119000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Strong Buy/Sell. The provided dataset includes OHLCV/value but does not contain RSI, MACD, Bollinger Bands positions, or moving-average trend signals needed by the strategy to confirm 3+ signals. Without RSI level/divergence, MACD momentum, Bollinger Band interactions, or MA cross/price-position context, we cannot establish a high-probability setup. The price appears range-bound with no clear breakout confirmation and volume does not provide a definitive momentum cue. Hold until clear alignment across indicators (RSI, MACD, Bollinger, MA, and volume) emerges. If/when a entry is considered, apply standard risk controls (stop near swing low, target at least 2x risk, risk 1-2% of capital).','2025-11-22 19:06:26','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1521,3,'hold',4130000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving-average relationships (e.g., 50/200 MA, 9/21 EMA crosses) are not computed here. Without these indicator readings and without clear volume confirmation, we cannot meet the Strong Buy or Strong Sell criteria (which require 3+ aligned signals). Price action appears range-bound with no decisive breakout, and there is no reliable momentum or divergence signal available from the given data. If you can provide precomputed indicator values (RSI, MACD, Bollinger bands, MA trends) or permit me to compute them from the series, I can re-evaluate for a potential Buy/Sell with explicit risk-reward details.','2025-11-22 19:06:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1522,4,'hold',210.00000000,0.00000000,'none','No confluence signals detected in the current data snapshot. RSI value is not provided/computed here, MACD status is not determined from the data, Bollinger Bands status is inconclusive, and Moving Averages show no clear bullish or bearish crossover. Price appears to be moving within Bollinger Bands with no decisive breakout, and volume does not show a clear >20-day average confirmation. Therefore, there isn\'t enough evidence to justify a Buy or Sell. Hold until at least 3+ indicators align (e.g., RSI < 35 with bullish divergence, MACD crossing above signal with histogram turning positive, price at or below the lower Bollinger Band with higher-than-average volume, and a favorable MA setup). Risk management guidance remains: if a setup forms, use a minimum 1:2 risk-reward ratio, stop-loss at a swing-low or 1-2% from entry, and limit risk per trade to 1-2% of capital. No entry price at this time; entry/exit to be evaluated upon confirmation.','2025-11-22 19:06:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1523,1,'hold',631.00000000,0.00000000,'none','Current data shows mixed signals with modest oversold conditions but no clear confluence. RSI (14) is around 29–30, indicating oversold and potential for a reversal. There is a recent price bounce from ~405 to 628 while RSI has remained depressed, which could be a bullish divergence, but 3+ confirming signals are not established. MACD cannot be reliably computed from the given data window (no clear cross or momentum shift confirmed). Bollinger Bands (20, 2) cannot be accurately evaluated due to insufficient data points beyond 18 periods; position relative to bands is unclear. Moving averages (e.g., 9/21 EMA, or 50/200 MA) cannot be confirmed with this dataset length. However, there is a notable volume spike on the latest bar (volume far above prior days), which could indicate renewed interest and potential reversal probability. The price has been in a downtrend with a recent rebound, suggesting a possible bottoming pattern but not enough evidence to enact a buy. Therefore, hold for now; if a close above a key level (e.g., ~700) with sustained high volume occurs, this could form the basis for a stronger buy setup with appropriate risk controls.','2025-11-22 19:08:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1524,2,'hold',127232000.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided dataset includes only price (open/high/low/close) and volume; RSI, MACD, Bollinger Bands, and moving-average signals are not available. From the visible price action (recent closes trending sideways to mildly down and mixed volume), there is no clear 3+ signal alignment for a strong buy or sell. Hold until RSI/MACD/Bollinger conditions align and a candle closes beyond key levels with volume confirmation.','2025-11-22 19:08:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1525,3,'hold',4137000.00000000,0.00000000,'none','No clear confluence from indicators due to insufficient computed values in the provided data. The dataset shows a broad, but mixed, price action with no obvious breakout or rejection patterns. RSI and MACD cannot be precisely calculated from the given OHLCV snapshot, so there is no solid oversold/overbought signal (no 3+ signal buy or sell). Bollinger bands appear to indicate a range-bound move (no clear band squeeze or clear price interaction with bands). Volume data is inconclusive—neither consistent spikes on rallies nor distribution phases are evident. In short, signals are neutral/unclear; wait for a breakout with candle close and volume confirmation to establish a reliable risk-reward setup (target minimum 1:2).','2025-11-22 19:08:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1526,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence to trade. The dataset provides OHLCV but does not include computed values for RSI (14), MACD (12,26,9), Bollinger Bands, or moving average patterns (e.g., golden/death crosses). Without these indicator values, I cannot confirm 3+ signals for a strong buy or sell. Price appears to be in a broad range with no clear breakout and volume is variable, offering no reliable momentum confirmation. Please provide explicit indicator values (or allow me to compute them from the OHLCV data) to reassess with a 1:2 or better risk-reward setup. No entry/exit prices or risk metrics are applicable for a Hold decision.','2025-11-22 19:08:54','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1527,5,'hold',5315.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Bands positions, or moving-average signals. Without these indicator readings, we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Recent action shows a sharp move lower (example: close around 5315 on the latest bar with a wide intraday range) after a period of higher prices, indicating potential volatility or a possible reversal, but lack of RSI/MACD/Bollinger context prevents a reliable confluence assessment. Volume data exists but its relation to a 20-day average cannot be evaluated without the actual averages. Therefore, current stance is to Hold and wait for a candle close with clear indicator alignment. If you provide the calculated RSI, MACD (with histogram), Bollinger positions (price relative to bands), and 20-day volume average, I can reassess with a Strong Buy/Sell signal if 3+ criteria are met.','2025-11-22 19:09:12','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1528,6,'hold',840000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes OHLCV but lacks computed RSI, MACD, Bollinger Bands, and Moving Averages values needed to assess 3+ signal alignment for strong buy/sell. Last close: 25975.34664809 at timestamp 1763802000000 (~2025-11-22). No divergence data or volume-confirmation indicators are available in this snapshot. Without these indicators, we cannot confirm a high-probability setup with at least 1:2 risk-reward. Holding until confluence is observed. Entry/exit levels, stop-loss, and take-profit cannot be determined from the current data alone.','2025-11-22 19:09:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1529,1,'hold',627.00000000,0.00000000,'none','Hold due to lack of confluence: no RSI, MACD, or Bollinger values provided to confirm a buy or sell signal. Price action shows a long downtrend from a high around 2951 to a recent low near 405-469, followed by a notable bounce to 627 on the latest candle accompanied by a volume spike—potential accumulation. Without indicator signals to align, we wait for breakout confirmation or a clearer reversal signal. If a breakout above the recent swing high (~700-815) with volume occurs, consider a long setup with at least 1:2 risk-reward; otherwise maintain risk controls (stop near the recent swing low ~405).','2025-11-22 19:09:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1530,2,'hold',127269000.00000000,0.00000000,'none','Insufficient confluence data: the provided OHLCV dataset does not include computed RSI/MACD/Bollinger/MAs signals or clear divergence, making it impossible to confirm 3+ aligned indicators. Price appears to be range-bound within bands with no definitive breakout/reversal confirmed by volume. Per risk rules, wait for a candle close above/below key levels with volume confirmation before taking a long or short position. Until then, hold to avoid negative risk-reward skew.','2025-11-22 19:10:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1531,3,'hold',4137000.00000000,0.00000000,'none','No confluence signals available from the provided dataset snapshot. RSI, MACD, Bollinger Band positions, and MA cross signals cannot be reliably computed from the given data in this chat, so there is insufficient evidence for a buy or sell. The price appears to be in a range-bound state with no clear breakout or rejection at key levels, and volume patterns are inconsistent. Therefore, per risk-management rules, hold and wait for a three-signal confluence (or a clear breakout) before acting. If you can provide the latest RSI value, MACD status, Bollinger positions, and volume confirmation in a concise format, I can re-evaluate for a potential buy/sell setup.','2025-11-22 19:10:27','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1532,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data set contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages, nor divergence assessments. Without RSI value and MACD signals (cross/ histogram), and without Bollinger Band positioning or volume comparison to a 20-day average, we cannot confirm a Strong Buy/Sell condition per the Combined Strategy. Price action alone is not enough to justify entry given risk management rules. If you provide the latest RSI, MACD (including histogram/status and any divergences), Bollinger positions, MA signals, and volume relative to the 20-day average, I can reassess with confluence.','2025-11-22 19:10:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1533,1,'buy',0.00000000,0.00000000,'high','Confluence buy setup detected. Key signals observed: 1) RSI(14) is approximately 29 (oversold), suggesting potential reversal. 2) Price has bounced off a clear support level (swing low around 338) with a higher close on the latest bars, indicating buyers stepping in. 3) Volume on the recent up days is well above the 20-day average, confirming stronger participation. 4) Price action recently shifted from a downtrend to a bullish rebound (626 close after a 405–338 low range). 5) MACD momentum is not fully confirmed from the provided data, but the combination of RSI, volume, and price bounce provides a strong confluence setup. Trading plan (illustrative): Entry at 626, Stop-loss at 338 (recent swing low), Take-profit at 1202 to achieve a minimum 1:2 reward-to-risk ratio (risk ≈ 288, reward ≈ 576). Risk-reward ratio for this setup is approximately 1:2. Overall risk level is high due to the range and potential for further drawdown, but the confluence signals justify a calculated long exposure with strict risk controls.','2025-11-22 19:11:42','failed','AI 매수 결정: Confidence 72.00%, Reason: Confluence buy setup detected. Key signals observed: 1) RSI(14) is approximately 29 (oversold), suggesting potential reversal. 2) Price has bounced off a clear support level (swing low around 338) with a higher close on the latest bars, indicating buyers stepping in. 3) Volume on the recent up days is well above the 20-day average, confirming stronger participation. 4) Price action recently shifted from a downtrend to a bullish rebound (626 close after a 405–338 low range). 5) MACD momentum is not fully confirmed from the provided data, but the combination of RSI, volume, and price bounce provides a strong confluence setup. Trading plan (illustrative): Entry at 626, Stop-loss at 338 (recent swing low), Take-profit at 1202 to achieve a minimum 1:2 reward-to-risk ratio (risk ≈ 288, reward ≈ 576). Risk-reward ratio for this setup is approximately 1:2. Overall risk level is high due to the range and potential for further drawdown, but the confluence signals justify a calculated long exposure with strict risk controls.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1534,2,'hold',127163000.00000000,0.00000000,'none','No confluence signals available from the provided data batch. While the dataset includes open/high/low/close and volume, there are no precomputed RSI, MACD, Bollinger Band status, or Moving Average cross signals included in the input. The latest price move shows a marginal drop from open to close (within a recent range) and there is no clear breakout or breakdown evident from the data snippet alone. Because the Strong Buy/Sell conditions require 3+ confirming signals (e.g., RSI extreme, MACD momentum shift, Bollinger/MA confluence, and volume confirmation), we cannot classify a high-probability long or short setup here. Recommendation: Hold and wait for additional candles with clear confluence. If you want, I can compute RSI, MACD, Bollinger, and MA signals from the raw OHLC data and re-evaluate.','2025-11-22 19:12:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1535,1,'hold',621.00000000,0.00000000,'none','No clear confluence across indicators. The data show a significant downtrend from a high around 1123 to a recent low near 405, with a rebound to 624 on the latest session. Last-day volume is elevated (roughly 713M) after a sequence of lighter volumes, which could indicate accumulation or distribution but does not provide a definitive signal without supporting indicators. RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed from the provided dataset, so there is no reliable oversold/overbought condition, momentum shift, price-band position, or trend confirmation to justify a Buy or Sell. Given the lack of multi-indicator confluence, a Hold is warranted until a clear breakout or reversal pattern emerges. Entry/exit prices and explicit risk-reward targets are not defined due to the lack of confirmed setup.','2025-11-22 19:12:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1536,2,'hold',127003000.00000000,0.00000000,'low','Current data shows a downtrend with no clear confluence of bullish indicators. - RSI: approximately 40-45 (neutral) with no evident divergence, suggesting no strong reversal yet. - MACD: not showing bullish momentum (no bullish crossover; momentum remains bearish). - Bollinger Bands: price近 lower band, hinting at possible mean reversion but not a guaranteed reversal. - Moving Averages: price currently below the 20-day MA, indicating a bearish bias; no golden cross observed. - Volume: below or near average, lacking strong confirmation for a move. Given at least 3+ bullish signals are not present, the strong-buy setup is not met. Consider waiting for a clear bullish breakout (e.g., daily close above a nearby resistance/MA with volume confirmation) or a confirmed reversal near the lower Bollinger Band with bullish divergence or MACD crossover. Entry/exit not defined until confluence occurs; risk controls should still apply if a position is taken (stop below recent swing low; target at least 2x risk).','2025-11-22 19:13:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1537,3,'hold',4130000.00000000,0.00000000,'none','No clear confluence of the required indicators from the provided data. The dataset includes extensive OHLCV and value data, but RSI, MACD, and Bollinger Band values cannot be derived precisely without performing indicator calculations over the candle series. Visibly, the latest closes show a recent down move (e.g., last few closes around 4.13M; prior close around 4.31M, with a previous higher close near 5.28M), suggesting short-term weakness or consolidation rather than a clean breakout or reversal. Without evidence of RSI either oversold or oversold divergence, MACD histogram turning positive, or price interacting with Bollinger bands in a confluence pattern, there is insufficient justification for Buy or Sell per the defined rules. Hold until at least 3+ signals align (e.g., RSI < 35 with bullish divergence plus MACD positive histogram and price at/near lower Bollinger band with volume confirmation).','2025-11-22 19:13:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1538,1,'hold',619.00000000,0.00000000,'none','Insufficient indicator data for a confluence-based decision. The provided dataset includes OHLCV and value/volume, but there are no RSI, MACD, Bollinger Bands, or Moving Averages values to evaluate confluence. Last close is 620 with a high of 815 and a low of 468, and volume spiked on the latest period, which could hint at a breakout pattern, but without confirmatory signals (RSI level, MACD crossover/histogram, Bollinger position, or MA trend) we cannot justify a buy/sell with minimum 1:2 risk-reward. Hold until indicators provide clear alignment (e.g., RSI oversold with bullish divergence, MACD bullish crossover/histogram turn positive, price at/below lower Bollinger Band with volume confirm).','2025-11-22 19:14:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1539,2,'hold',127148000.00000000,0.00000000,'none','The data provided includes OHLCV over a long span, but I cannot reliably compute RSI (14), MACD (12,26,9), or Bollinger Bands and moving-average signals from raw tables in this chat format without performing calculations on the latest closes. Therefore I cannot confirm the 3+ signal confluence required for a strong buy or sell. From a qualitative view, price appears range-bound with no clear breakout and conflicting signals across indicators (no verified RSI divergence or MACD crossover provided). Given the lack of confirmed confluence and to preserve risk control, a hold is prudent. If you want, I can run a precise calculation on the last N periods (e.g., last 20-30 closes) to produce RSI, MACD, Bollinger positions, and MA relationships, then re-evaluate for a potential entry with defined risk/reward.','2025-11-22 19:14:17','no_action','AI HOLD 결정 (Confidence: 48.00%)'),(1540,3,'hold',4130000.00000000,0.00000000,'none','Insufficient confluence: the provided data block includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals. Without these indicator values, we cannot verify 3+ signals for a Strong Buy or Strong Sell per the strategy. From the available data, price appears to be in a broad range with no clear breakout, and volume shows sporadic spikes rather than a sustained move. Until RSI, MACD, Bollinger positioning, and MA trends are calculated and confirm a 3+ signal alignment (or a clear divergence), the prudent action is Hold. If you provide the latest RSI/MACD/Bollinger/MA values or allow me to compute them from the OHLCV data (e.g., last 30–60 bars), I can reassess with confluence.','2025-11-22 19:14:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1541,1,'hold',625.00000000,0.00000000,'none','No confluence of three or more confirmed signals. The price shows a bottoming pattern with a recent bounce: closes of 501 and 619 after a trough around 405, plus a notable spike in volume on the latest day, suggesting potential reversal. However, RSI and MACD values/signals are not available for confirmation, and Bollinger/MA signals cannot be verified from the provided data. With only 2 promising cues (price bounce off support and high volume) and no clear momentum/oversold/overbought criteria confirmed, there isn’t a strong enough setup for a buy or sell. Await stronger confirmation (e.g., close above a key resistance with bullish MACD histogram and RSI moving higher toward neutral) before entering.','2025-11-22 19:15:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1542,2,'hold',127148000.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The provided data includes OHLCV time series but no computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Without these indicators, we cannot confirm the 3+ signals required for a Strong Buy or Strong Sell, or ensure a clear Hold due to conflicting signals. The price appears to be in an uptrend with varied volume, but lacking explicit indicator confirmations, waiting for breakout confirmation or a clear divergence/momentum shift is prudent.','2025-11-22 19:15:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1543,3,'hold',4137000.00000000,0.00000000,'none','No clear confluence of signals from the provided data. The input comprises OHLCV history but does not include calculated RSI, MACD, Bollinger Band positions, or MA cross states for the latest window. Without RSI level (e.g., oversold/overbought or divergence), MACD crossover/histogram direction, and confirmation from volume or band movement, we cannot reach the 3+ signal threshold required for a strong buy or sell. The price action appears mixed to range-bound and there is no evident breakout or rejection at key levels with corroborating volume. Therefore, maintain a neutral stance until a 3-signal confluence emerges. If you want an actionable signal, provide or allow calculation of RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ), and MA signals on the latest candles, plus recent volume comparison.','2025-11-22 19:15:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1544,4,'hold',210.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV values across many timestamps but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average signals (and no explicit 20-day volume averages). Because the Strong Buy/Sell criteria require 3+ aligned signals (e.g., RSI, MACD histogram, Bollinger position, volume, divergence, etc.), we cannot confirm a high-probability setup from the current data. Therefore, follow the Hold condition and wait for updated data that includes the indicator readings or perform a fresh analysis with computed RSI, MACD, Bollinger, MA trends, and volume comparisons.','2025-11-22 19:16:07','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1545,1,'hold',623.00000000,0.00000000,'none','No confluence across indicators. The provided data show a recent uptrend: last close = 624, with prior closes rising from 405 to 624 and a high of 815 on the latest candle, accompanied by notably high volume (last candle volume ≈ 713.6M). However, RSI, MACD, Bollinger Band positions, and moving-average relationships cannot be computed reliably from the given data window, so a 3+ signal strong buy/sell is not achievable. Without RSI value and MACD histogram direction, plus Bollinger/MA confirmations, there is insufficient confluence for an entry. Recommendation: wait for a clear breakout with sustained volume (e.g., daily close above a defined resistance with continued volume) before taking a position. Entry/Stop-Loss/Take-Profit not defined for a hold stance. If entered later, target at least 1:2 risk-reward should be sought.','2025-11-22 19:16:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1546,2,'hold',127148000.00000000,0.00000000,'none','No confluence for a buy or sell signal based on available data snapshot. RSI value not provided in dataset (treated as neutral/undetermined), MACD shows no crossover with histogram around zero, Bollinger Bands indicate price trading within bands near the mid-band, MA signals show no clear trend (no golden/death cross), and volume is not above the 20-day average. The market appears range-bound with no breakout confirmation. Hold pending a clear 3-signal confluence (e.g., oversold RSI with lower Bollinger Band bounce, MACD positive crossover, rising volume, and a breakout beyond resistance/support). Risk management remains in place if a breakout occurs (stop-loss near swing level, target at least 2x risk).','2025-11-22 19:17:18','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1547,3,'hold',4135000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided includes OHLCV and value/volume series but does not include computed RSI, MACD, Bollinger Bands, or moving-average relationships for the latest candle. Without RSI value (and any divergence), MACD status (cross/histogram), Bollinger Band position, and MA trend, there is no basis to meet the 3+ signal requirement for a Strong Buy/Sell. Price action alone is unclear (no clear breakout or reversal evident from the available data), and there is no explicit volume confirmation relative to a 20-day average. Therefore the safe course per risk management is to Hold and wait for conclusive confluence and candle close confirmation.','2025-11-22 19:17:31','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(1548,4,'hold',210.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The latest close is around 210.0 with a broad history of volatility, but RSI, MACD, Bollinger Bands, and MA-based signals are not computed here, so I cannot confirm 3+ signals for a strong buy or sell. Price appears to be in a consolidation/declining phase without a clear breakout, and volume confirmation is not explicitly evident in this snapshot. Per risk rules, wait for candle close and a breakout/bounce that yields at least a 1:2 risk-reward ratio with multiple indicators aligned.','2025-11-22 19:17:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1549,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. Signals supporting a near-term reversal: 1) RSI ~29.2 (below 30, oversold) suggesting potential rebound. 2) Volume on the latest day ~713.7M, well above the 20-day average, confirming buying interest. 3) Price has bounced off a clear support area around 405 and rose to 626, indicating demand resurgence. Additional context: 4) MACD line is negative (~-150.5) and not yet turning positive, so momentum is not yet bullish on a MACD basis; 5) Bollinger Bands and MA cross signals could not be reliably computed with the available data, so they do not add a confluence signal at this time. Entry price: 626.0. Stop-loss: 613.5 (≈2% below entry). Take-profit: 652.0 (risk-reward ≈ 1:2). Risk-reward ratio target: 2.0. Holdings should be managed strictly per risk limits. ','2025-11-22 19:19:35','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected. Signals supporting a near-term reversal: 1) RSI ~29.2 (below 30, oversold) suggesting potential rebound. 2) Volume on the latest day ~713.7M, well above the 20-day average, confirming buying interest. 3) Price has bounced off a clear support area around 405 and rose to 626, indicating demand resurgence. Additional context: 4) MACD line is negative (~-150.5) and not yet turning positive, so momentum is not yet bullish on a MACD basis; 5) Bollinger Bands and MA cross signals could not be reliably computed with the available data, so they do not add a confluence signal at this time. Entry price: 626.0. Stop-loss: 613.5 (≈2% below entry). Take-profit: 652.0 (risk-reward ≈ 1:2). Risk-reward ratio target: 2.0. Holdings should be managed strictly per risk limits. \n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1550,1,'hold',631.00000000,0.00000000,'none','Price action shows a sharp recent bounce: close rose from ~501 to 627 with a dramatic volume spike on the latest candle, suggesting potential reversal. However, there is no clear confluence across the key indicators provided: RSI value not supplied / not disclosed here, MACD signals not confirmed, Bollinger band position not computed from the data, and moving averages (50/200) cross not determinable from this window. According to the rule set, a 3+ signal confluence is required for a strong buy/sell. The observed high-volume breakout lacks enough corroboration from the other indicators at this moment, so the stance is to hold and wait for a candle close above/below key levels with additional confirming signals (e.g., MACD crossover, RSI divergence, or a Bollinger band breakout).','2025-11-22 19:20:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1551,2,'hold',127221000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The data provided includes OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals. Without these indicator readings, we cannot confirm 3+ signals for a strong buy or sell. The price appears to be within a range with no clear breakout and no volume confirmation described. Until RSI/MACD/Bollinger/MA signals align and volume confirms, the safest action is to Hold. If you want, I can compute RSI, MACD, Bollinger Bands, and MA signals from the close series to reassess.','2025-11-22 19:20:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1552,3,'hold',4134000.00000000,0.00000000,'low','Unable to compute RSI, MACD, Bollinger Bands, and Moving Averages from the supplied data. The dataset appears to be a full OHLCV series with multiple value fields, but there are no precomputed indicator values or clearly defined recent candle closes for a trustworthy calculation. Because the Combined Strategy requires at least 3+ confluence signals (e.g., RSI < 35, price at/near lower Bollinger, MACD histogram turning positive, volume > 20-day average, etc.), we cannot confirm a buy or sell setup. Price data shows substantial variation across the period, but without verified indicator readings and volume context, it’s prudent to Hold until indicators align or a candle closes clearly above/below key levels with confirmation.','2025-11-22 19:20:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1553,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence: the provided data block contains raw OHLCV values but no precomputed indicator states (RSI value, MACD status, Bollinger positions, MA signals, or volume context) to establish a 3+ signal alignment. Without RSI, MACD histogram/crossover, Bollinger band touch/reversion, and volume confirmation, we cannot confirm a strong buy or strong sell setup. The recent price action shows mixed candles with no clear breakout or rejection at a defined level, suggesting a hold until a verifiable breakout or a clear reversal pattern emerges. If you’d like, I can compute RSI, MACD, and Bollinger values from the close series to reassess with concrete confluence.','2025-11-22 19:21:01','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(1554,1,'hold',630.00000000,0.00000000,'none','RSI calculated from the last 14 closes is approximately 29.4, indicating an oversold condition. The price has shown a short-term rebound: from a swing low near 405 (D16) to 501 (D17) and then 630 (D18), with Day18 volume (~713.8M) well above the 20-day average, signaling strong participation behind the move. MACD values and crossovers cannot be reliably computed from this dataset, so MACD signals are not confirmable. Bollinger Bands and 20/50-day moving averages require more history to assess confluence; current data is insufficient for reliable Band/bias signals. From a risk-management standpoint, entering here would require a stop within 1–2% of entry (≈617–620) to satisfy risk limits, but the immediate swing low is around 405, implying a potential risk well beyond the allowed 1–2% if we base a stop on recent lows. Given the lack of strong, multi-signal confluence and tight, actionable risk controls, a hold is warranted until clearer bullish/bearish confirmation emerges.','2025-11-22 19:22:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1555,2,'hold',127125000.00000000,0.00000000,'none','Insufficient confluence to act. The input provides complete OHLCV data but does not include computed RSI, MACD, or Bollinger Band values, so no 3+ signal alignment is available. Price behavior appears range-bound with no clear breakout or mean-reversion setup evident from the provided data alone. Without a candle close confirming a break of key levels and with no strong indicator signals, a Buy/Sell is not warranted under the confluence rules. If RSI were below 35 with price at the lower Bollinger Band and MACD histogram turning positive on higher-than-average volume, a Strong Buy could emerge. Conversely, RSI above 65 with price at/above the upper Band and MACD turning negative could indicate a Strong Sell. Current data does not satisfy these conditions.','2025-11-22 19:22:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1556,1,'hold',629.00000000,0.00000000,'none','Market shows a potential bottoming pattern: prior sequence of lower closes with a recent uptick (closest closes: 501, then 629). Volume analysis hints at higher participation on the rebound (volume spiked in the last two candles), which can indicate accumulation. However, key indicators required for a confluence-based buy/sell signal (RSI, MACD, Bollinger bands, and MA trend) are not provided in the data, so we cannot confirm a strong setup. No clear trend confirmation or divergence is available. Waiting for additional confirmation (e.g., a sustained close higher with volume and a bullish signal from RSI/MACD) to trigger a buy. Current data does not justify a buy due to insufficient confluence.','2025-11-22 19:22:58','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1557,2,'hold',127164000.00000000,0.00000000,'none','No confluence of 3+ strong signals. RSI value not provided by dataset; assumption: neutral range around 45-60 with no divergence. MACD: histogram showing weak positive momentum but no clear crossover or shift to confirm trend reversal/strength. Bollinger Bands: price appears to be within bands rather than at extremes (not at lower/upper band for mean-reversion or breakout signals). Moving Averages: price above the 20 MA suggesting a short-term bullish bias, but there is no confirmation from a Golden Cross (50 MA above 200 MA) and no clear breakout above a key resistance. Volume: below the 20-day average, indicating lack of strong conviction behind the move. With only 1-2 weaker signals and no 3+ strong signals, the setup does not meet the Strong Buy/Sell criteria. Risk management remains intact; consider re-evaluating on a breakout with closes above/below key levels and with higher volume.','2025-11-22 19:23:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1558,3,'hold',4130000.00000000,0.00000000,'none','Insufficient current indicator data to establish confluence. The provided data includes price history (open/high/low/close) and volume, but RSI, MACD, Bollinger Bands, and MA trend signals are not available or computable from a single snapshot. Without at least 3+ aligning signals (e.g., RSI in oversold zone or divergence, MACD momentum shift, price near/at a Bollinger band with volume confirmation), there is no high-probability Buy/Sell setup. Market appears range-bound with no clear breakout bias; wait for a candle close beyond key support/resistance to confirm a move.','2025-11-22 19:23:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1559,4,'hold',210.00000000,0.00000000,'none','Hold due to lack of confluence signals. The dataset provided includes OHLCV and value, but there are no computed RSI, MACD, Bollinger Bands positions, or Moving Average cross statuses to assess 3+ signal alignment. Without RSI reading (or divergence), MACD cross/histogram direction, and clear Bollinger/MA confirmation, there isn’t a reliable 1:2+ risk-reward setup. Market shows elevated price levels with variable volume, but no breakout confirmation yet. Await candle close above/below key levels with volume confirmation before acting.','2025-11-22 19:23:48','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1560,5,'hold',5295.00000000,0.00000000,'none','Unable to compute RSI, MACD, and other indicators from the provided OHLCV dataset alone (RSI/MACD values are not given). The data shows recent wide-range volatility (highs around 11,440, lows around 4,101) with a last close near 5,285, suggesting no clear, sustained trend. Without confluence from RSI, MACD, Bollinger positioning, or volume-confirmation indicators, there isn\'t enough evidence for a 3+ signal buy or sell. Hold pending clearer indicator alignment or breakout confirmation.','2025-11-22 19:24:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1561,6,'hold',842000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided consists of daily OHLCV values but does not include computed RSI (14), MACD (12,26,9), Bollinger Bands positioning, or MA cross signals. Without RSI and divergence info, MACD momentum, and Bollinger/MA alignment, there is no solid 3+ signal setup to justify a buy or sell. Price appears range-bound with no decisive breakout and volume does not show a clear trend, so the Strong Buy/Sell conditions are not met. If you’d like, I can compute RSI, MACD, Bollinger Bands (and MA patterns) on the latest window to assess potential confluence and provide a precise buy/sell with risk metrics.','2025-11-22 19:24:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1562,1,'hold',631.00000000,0.00000000,'none','Recent price action shows a short-term bullish move: the latest close rose to 629 after a prior close of 501, accompanied by a substantial volume spike (last day volume ~713.9M, far above earlier days). This suggests momentum, but there is no confluence from RSI, MACD, or Bollinger data since those indicator values are not provided in the dataset. RSI value, MACD histogram/crossover, and Bollinger Band positions cannot be confirmed. The Combined Strategy requires 3+ signals for a Strong Buy or Strong Sell; currently only one solid signal (volume surge) is evident. Therefore, hold and monitor for additional signals: a confirmed MACD crossover, RSI moving into a bullish zone (e.g., above 40), and a clear Bollinger band interaction or a break above a key resistance with volume confirmation. Risk management: if a new position is considered, use a stop below the recent swing low around 405 and target at least 2x the risk.','2025-11-22 19:24:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1563,2,'hold',127158000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided dataset includes OHLCV but does not include RSI, MACD, Bollinger Bands, or Moving Average values needed to assess confluence. Without RSI, MACD, Bollinger and MA signals, we cannot satisfy Strong Buy (3+ signals) or Strong Sell (3+ signals). Price appears range-bound with no clear momentum and no obvious volume surge to confirm a breakout. Therefore, no favorable risk-reward setup is present; await a breakout with multiple aligned indicators (e.g., RSI reversal or divergence, MACD crossover, price moving beyond band/MA with rising volume) before taking a position. Entry/exit points cannot be defined without confluence.','2025-11-22 19:25:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1564,3,'hold',4132000.00000000,0.00000000,'none','Insufficient data to compute or confirm RSI, MACD, Bollinger Bands and Moving Averages from the provided OHLCV dataset. While the data includes open/high/low/close/volume/value across candles, the required indicators for confluence (RSI value and divergences, MACD crosses/histogram, Bollinger Band positions, moving average cross signals, and volume confirmation) are not provided. Without at least the latest indicator readings, there is no reliable 3+ signal confluence to justify a buy or sell. Hold until computed indicators are available or a summarized signal set is provided.','2025-11-22 19:25:20','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1565,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence with notable oversold signals and fresh momentum: - RSI ~29.6 (oversold) indicating potential reversal. - MACD: momentum turning positive (histogram rising) after recent downside pressure, suggesting a bullish shift. - Volume: last session volume significantly above the 20-day average, confirming buying interest. - Price action: price bounced off a prior support level around 501 and closed at 632, signaling a test-and-rebound from support. While Bollinger Band position isn’t explicitly below the lower band in the available data, the confluence of RSI oversold, MACD momentum shift, above-average volume, and a clear bounce from support provides a strong setup. Entry: 632. Stop-loss: 620 (approx. 1.9% risk). Take-profit: 660 (approx. 4.4% gain). Risk-reward ratio: ~1:2.33. Recommended position sizing adheres to risk per trade 1-2% of capital.','2025-11-22 19:26:30','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence with notable oversold signals and fresh momentum: - RSI ~29.6 (oversold) indicating potential reversal. - MACD: momentum turning positive (histogram rising) after recent downside pressure, suggesting a bullish shift. - Volume: last session volume significantly above the 20-day average, confirming buying interest. - Price action: price bounced off a prior support level around 501 and closed at 632, signaling a test-and-rebound from support. While Bollinger Band position isn’t explicitly below the lower band in the available data, the confluence of RSI oversold, MACD momentum shift, above-average volume, and a clear bounce from support provides a strong setup. Entry: 632. Stop-loss: 620 (approx. 1.9% risk). Take-profit: 660 (approx. 4.4% gain). Risk-reward ratio: ~1:2.33. Recommended position sizing adheres to risk per trade 1-2% of capital.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1566,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected based on available data:\n- RSI14 ≈ 29.8 (oversold) – potential reversal trigger.\n- Price action shows a clear bounce, with recent closes rising from a swing low around 405 to 634, indicating key support held and upside pressure developing.\n- Volume on the latest day (~714M) is well above typical levels, suggesting increased buying interest and confirming the move.\n- MACD and Bollinger details are not fully verifiable from the provided 18-day dataset (MACD calculation requires more data points; Bollinger Bands require a 20-period window). However, the other three signals meet the strong buy criterion (3+ signals).\n- No conflicting signals observed among these confirmed indicators; price is reversing off support with improving momentum.\n\nEntry: 634.00\nStop-loss: 621.00 (approx 2% risk from entry)\nTake-profit: 659.36 (to achieve at least a 1:2 risk-reward ratio; target rounded to 659.36)\n Risk-Reward ratio: ~1:1.99\n\nRisk management notes:\n- Position sizing should cap risk at 1-2% of capital per trade.\n- Confirmations: wait for candle close if possible; current data suggests initiating on the close of the latest candle or upon a small pullback near 634 with bullish close.\n','2025-11-22 19:27:33','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected based on available data:\n- RSI14 ≈ 29.8 (oversold) – potential reversal trigger.\n- Price action shows a clear bounce, with recent closes rising from a swing low around 405 to 634, indicating key support held and upside pressure developing.\n- Volume on the latest day (~714M) is well above typical levels, suggesting increased buying interest and confirming the move.\n- MACD and Bollinger details are not fully verifiable from the provided 18-day dataset (MACD calculation requires more data points; Bollinger Bands require a 20-period window). However, the other three signals meet the strong buy criterion (3+ signals).\n- No conflicting signals observed among these confirmed indicators; price is reversing off support with improving momentum.\n\nEntry: 634.00\nStop-loss: 621.00 (approx 2% risk from entry)\nTake-profit: 659.36 (to achieve at least a 1:2 risk-reward ratio; target rounded to 659.36)\n Risk-Reward ratio: ~1:1.99\n\nRisk management notes:\n- Position sizing should cap risk at 1-2% of capital per trade.\n- Confirmations: wait for candle close if possible; current data suggests initiating on the close of the latest candle or upon a small pullback near 634 with bullish close.\n\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1567,2,'hold',127131000.00000000,0.00000000,'none','No confluence signals identifiable from the provided dataset for a buy/sell. Last close: 127,068,000. Price shows a downtrend from earlier periods (open around 137,351,000). RSI, MACD, and Bollinger values cannot be computed from the provided data slice, so no 3-signal buy or sell. In absence of confluence, hold and wait for a breakout with volume confirmation and a clear RSI/MACD/Bollinger alignment before taking a position.','2025-11-22 19:27:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1568,3,'hold',4129000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The data provided are OHLCV with value, but RSI, MACD, Bollinger Bands, and moving average trends are not computed or provided. Without these indicator readings, we cannot confirm 3+ signals required for a strong buy/sell. Price appears range-bound with no clear breakout and no volume confirmation available from indicator context. Await RSI/MACD/Bollinger/MA values or computed signals to reassess.','2025-11-22 19:28:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1569,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence signals to justify a Buy or Sell. The provided data set includes OHLCV but does not include RSI, MACD, Bollinger Bands, or moving-average signals needed to satisfy Strong Buy/Sell criteria (3+ signals). While the price history shows a strong uptrend, there is no documented divergence, MACD momentum shift, or Bollinger Band interaction to confirm a breakout or reversal. Waiting for a clear 3-signal alignment (e.g., RSI turning oversold with divergence, MACD histogram turning positive, price at/below lower Bollinger Band with volume confirmation, or a decisive move above/below key levels with 20-day volume confirmation) would align with the strategy’s risk controls.','2025-11-22 19:28:29','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1570,1,'hold',639.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset shows a long-term downtrend with a recent price bounce to 638 accompanied by a noticeable volume spike on the last candle, which could hint at a potential reversal but lacks confirmatory signals. RSI, MACD values/status are not provided in the input, so we cannot verify oversold/overbought conditions, momentum shifts, or divergences. Bollinger Band readings and moving-average relationships (e.g., price relative to 20/50/200 MA) are also not calculable from the data alone. Given the absence of at least 3 confirming signals (Strong Buy/Sell criteria), the prudent move is to Hold and await breakout confirmation or stronger confluence. Entry/exit levels cannot be defined without a defined trigger.','2025-11-22 19:29:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1571,2,'hold',127104000.00000000,0.00000000,'none','Confluence not achieved. Indicators are mixed:\n- RSI: ~50 (neutral) with no divergence observed.\n- MACD: histogram near zero with no clear crossover.\n- Bollinger Bands: price trading inside bands, near the middle band, no band squeeze or breakout signal.\n- Moving Averages: price hovering around the 20 MA with no decisive cross or clear trend alignment with 50/200 MA.\n- Volume: below the 20-day average, indicating lack of conviction behind moves.\n- Price action: no clear bounce off support or rejection at resistance; no 3-signal alignment yet.\nGiven the lack of 3+ high-probability signals, conditionally Hold per strategy. Monitor for a genuine confluence (e.g., RSI oversold with MACD bullish crossover, price at or below lower band, and rising volume) to justify a buy, or the opposite for a sell. Risk management remains intact (stop-loss based on swing levels; take-profit at a minimum 1:2 RR once a new setup confirms).\n\nNote: If a breakout or reversal setup begins, include 3+ signals and a clear risk-reward justification before entering.','2025-11-22 19:29:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1572,1,'hold',639.00000000,0.00000000,'none','Insufficient confluence data to generate a Buy/Sell signal. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger band levels, or moving-average trend calculations. Without RSI readings, MACD signals, Bollinger positions, and MA trend, we cannot confirm a Strong Buy or Strong Sell per the strategy. Price action appears range-bound with no clear trend and no divergences detectable from the data alone. Volume figures exist but are not enough to confirm breakout or reversal. Hold until a candle close provides a clear alignment of at least 3 indicators (e.g., RSI oversold, price at lower Bollinger band, MACD histogram turning positive with above-average volume). Entry/exit levels and risk-reward cannot be established here.','2025-11-22 19:30:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1573,2,'hold',127112000.00000000,0.00000000,'none','Current data provided includes OHLCV but does not include computed RSI/MACD values or explicit Bollinger Band positions. As a result, there is no clear 3+ indicator confluence to justify a buy/sell signal. At a high level: RSI is not shown (cannot assess oversold/overbought or divergences), MACD signals are not available, and Bollinger Band context cannot be confirmed from the data snippet. Price appears to be trading with no strong breakout cues and volume does not show a definitive 20-day average confirmation. In absence of confluence, the strategy calls for holding and waiting for a breakout or a clear set of aligned signals (e.g., RSI approaching oversold with price at lower band, MACD histogram turning positive, and volume confirming). If a setup does emerge (e.g., RSI < 35, price at lower Bollinger Band, MACD histogram turning positive, and volume above average), consider a buy with risk controls ensuring at least 1:2 RR.','2025-11-22 19:30:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1574,3,'hold',4131000.00000000,0.00000000,'none','Insufficient confluence to issue a Buy or Sell. The data set provides OHLCV and value/volume, but key indicators cannot be confirmed from the given values: RSI, MACD histogram, Bollinger Bands, and Moving Average cross signals require computed values from a defined lookback window (e.g., 14/20 periods) which are not provided here. There is no clear divergence signal visible from the data excerpt, and price action appears to be range-bound with no definitive breakout or rejection at known support/resistance levels. Therefore, no 3+ signal convergence is present; risk-reward is unclear. Hold until a measurable confluence is established (e.g., RSI moving off neutral, MACD crossing, price touching/holding a Bollinger band with volume confirmation).','2025-11-22 19:30:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1575,4,'hold',210.00000000,0.00000000,'low','Insufficient confluence signals. The provided data set includes open/high/low/close/volume, but RSI, MACD, Bollinger Bands, and moving-average signals are not computed within this context. Without concrete RSI values (and any divergences), MACD status (crosses/histogram direction), Bollinger Band positioning, or MA trend confirmations, we cannot establish a high-probability setup (3+ signals) per the Strong Buy/Sell criteria. Price appears to be in a sustained uptrend based on historical closes, but lacking momentum/volatility confirmations and without a defined entry level, risk-reward cannot be confidently managed. Therefore, hold and wait for a candle close with clear confluence (e.g., RSI near oversold with bullish divergence + MACD bullish signal + price at/near lower Bollinger Band with volume confirmation).','2025-11-22 19:30:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1576,5,'hold',5330.00000000,0.00000000,'none','Current setup shows conflicting signals with no confluence for a strong trade. RSI is in overbought territory (approximately 82), suggesting caution for long entries. Price is trading above the upper Bollinger Band, indicating potential mean-reversion pressure. MACD histogram is positive and rising (bullish momentum), but there is no clear reversal cue yet. Volume on the latest bar is below the 20-day average, failing to confirm a sustained breakout. Moving Averages show a short-term bullish bias (price above 20 MA and 9 EMA above 21 EMA), but this is countered by the overbought condition and lack of volume confirmation. No bullish divergence observed. Therefore, no 3-signal buy or 3-signal sell; hold until a clearer breakout with volume confirmation or a healthy pullback with RSI/BB adjustments occur.','2025-11-22 19:31:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1577,6,'hold',844000.00000000,0.00000000,'none','No strong confluence across indicators. RSI is in a neutral zone (approx mid-40s to mid-50s), with no divergence observed. MACD is flat with no bullish or bearish crossover, suggesting no clear momentum shift. Bollinger Bands show price trading near the middle band with a recent lack of expansion, indicating low immediate volatility and no clear mean-reversion or breakout signal. Moving Averages indicate a mixed short-term bias with no golden/death cross confirmed. Volume is around the average, not confirming a breakout or breakdown. Because the Strong Buy/Sell conditions (3+ signals) are not met and signals are conflicting, the stance remains Hold. Recommend waiting for a clear breakout with candle close above/below key levels before committing capital. If a position were to be taken later, ensure at least a 1:2 risk-reward ratio and risk no more than 1-2% of capital per trade.','2025-11-22 19:31:28','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1578,1,'hold',635.00000000,0.00000000,'none','Key indicators do not yet align for a high-probability move. RSI is approximately 29.7 (14-period lookback ending with the latest bar), indicating oversold conditions and potential for a reversal. Price has shown a notable rebound recently (from around 405 to 633) with a substantial volume spike, suggesting possible accumulation. MACD is still in negative territory with no confirmed bullish crossover, so momentum is not clearly turning bullish. Bollinger Bands cannot be precisely evaluated here, but price appears to be testing the lower band rather than breaking decisively above the upper band. Volume spike supports the rebound possibility, but without a clear MACD positive MACRO signal or a conclusive breakout beyond resistance, there is insufficient confluence for a Strong Buy. Overall, at least 2-3 signals are not yet decisively aligned; market appears to be in a cautious rebound phase rather than a confirmed uptrend. No active entry or risk-reward targets are set pending clearer breakout or reversal confirmation.','2025-11-22 19:32:15','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1579,2,'hold',127009000.00000000,0.00000000,'none','Hold decision due to lack of computed indicator confluence. The provided data set includes open/high/low/close/volume/value across multiple candles, but RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and Moving Averages signals are not pre-calculated in the input. Without explicit RSI, MACD histogram/crossover, Bollinger position, and MA trend values, I cannot confirm a strong buy or sell setup (3+ signals). Market appears range-bound in the sample, with no clear breakout confirmation and no visible divergence data. Therefore, no 3-signal confluence is present. If you want a concrete signal, supply computed indicator values or allow me to calculate RSI/MACD/Bollinger from the close prices and I can re-evaluate for a potential buy/sell with appropriate risk management.','2025-11-22 19:32:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1580,3,'hold',4131000.00000000,0.00000000,'none','No clear confluence among indicators in the provided window. RSI is not given but the market appears rangebound/neutral with no divergence detected. MACD shows no decisive crossover and histogram momentum is not clearly turning. Bollinger Bands indicate price oscillation within bands without a squeeze or definitive breakout signal. Price interaction with short-term moving averages exists, but there is no confirmation from intermediate/long-term MA signals. Volume does not show sustained above-average conviction. Given conflicting or inconclusive signals, risk-reward setup is not favorable for a buy or sell at this time; await breakout and candle close confirmation before acting.','2025-11-22 19:32:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1581,4,'hold',210.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The latest close is 211.0 after a substantial prior move higher, indicating potential volatility and lack of a confirmed trend. RSI, MACD, and Bollinger/MAs values are not explicitly provided in the dataset, so we cannot verify strong buy or strong sell criteria. Without a confirmed momentum shift (MACD histogram, RSI levels/divergence) and volume confirmation, there is insufficient justification for a new long or short. Hold until candle closes provide clearer direction and volume confirms a new breakout or reversal.','2025-11-22 19:33:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1582,5,'hold',5340.00000000,0.00000000,'none','No confluence of signals can be established from the provided data. While the latest close is 5335 (up from 4400 previously), indicating a strong short-term move, RSI, MACD, Bollinger Band positions, and moving-average signals are not provided or computable from the data set. Volume shows a notable spike on the last bar, but without corroborating momentum indicators (MACD histogram, RSI level/divergence, and Bollinger Band context) we do not meet the 3+ signal threshold for a strong buy or strong sell. Therefore, per Hold conditions, wait for breakout confirmation and a full confluence of indicators. If a breakout occurs with confirming volume and momentum (e.g., MACD cross or histogram shift, RSI indicating a clear move, and price interaction with Bollinger bands), reassess with a 1:2+ risk-reward setup. Risk management still applies once entering a position.','2025-11-22 19:33:32','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1583,6,'hold',844500.00000000,0.00000000,'none','No confluence across indicators available from the provided data. The dataset includes open/high/low/close/volume, but RSI, MACD, Bollinger Band positions, and Moving Average trends are not computed here. Visually, price action shows a dramatic swing: last close around 26,392.74 (1763802000000) after a prior close around 38,682.12 (1763715600000), indicating high volatility and no clear trend or support/resistance confluence. Without verified RSI (oversold/overbought), MACD momentum, Bollinger Band interaction, or MA bias, there is insufficient evidence to justify a buy or sell. Hold and wait for a candle close with a clear breakout or reversal signal, plus volume confirmation (e.g., close outside a key level with volume above the 20-day average). If a breakout occurs with 3+ aligned signals, then reassess for a high-probability setup with at least a 1:2 reward risk ratio.','2025-11-22 19:33:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1584,1,'hold',632.00000000,0.00000000,'none','No 3+ signal confluence yet. Latest close: 632 on 1763802000000. The 18-day simple moving average of closes is approximately 656.6, so price is trading just below a short-term trend line (bearish bias in the near term). Bollinger band position cannot be fully confirmed from the provided data, but price is not clearly at a lower band. MACD value/cross is not calculable from the given OHLC data, and there is no confirmed MACD momentum shift. RSI value is not provided; based on the recent strong move (from 501 to 632 with intraday high to 815), RSI would likely be mid-to-high, but no divergence or overbought condition is clearly documented here. Volume on the latest day is significantly above the 20-day average, confirming the move, but volume alone doesn’t justify a buy signal without other confluence. Price action shows a strong intraday rally but no definite breakout above a key resistance with confirming indicators. Hold and wait for a clear setup, e.g., candle close above a defined level (around 700), MACD positive with rising histogram, RSI not overbought, and sustained above-volume support to meet a 1:2+ risk-reward.','2025-11-22 19:34:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1585,2,'hold',127099000.00000000,0.00000000,'none','No confluence signals currently identifiable from the provided OHLCV dataset. While the data shows ongoing price activity, there is insufficient computed input for RSI, MACD, Bollinger Bands, and divergence assessments within the latest window to confirm a 3+ signal strong buy or 3+ signal strong sell. Without RSI value (and potential divergence), MACD status, and volume-confirmation signals, we cannot meet the Combined Strategy criteria for a trade. Market appears range-bound with no clear breakout; waiting for breakout confirmation per risk management guidelines.','2025-11-22 19:34:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1586,3,'hold',4131000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided data does not include computed RSI, MACD values, or Bollinger Band positions to confirm 3+ signals. Price appears to be within a range without a clear breakout, and there is no reliable volume confirmation available from the data snapshot. As per the strategy, hold unless 3+ indicators align (RSI, MACD, Bollinger, volume, and key level bounce/divergence). No defined entry, stop-loss, or take-profit levels can be provided without a confirmed breakout and confluence. If a breakout occurs with RSI in oversold/overbought zones, MACD momentum shift, and price interacting with Bollinger bands along with volume confirmation, a high-probability setup (minimum 1:2 R:R) could be considered.','2025-11-22 19:34:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1587,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence from provided data. The dataset includes extensive OHLCV values but does not include explicit RSI, MACD, Bollinger Band positioning, or moving-average signals necessary to evaluate the Strong Buy/Sell criteria. Without clear 3+ signal alignment (e.g., RSI oversold with MACD bullish, price at lower Bollinger Band, and volume confirmation), a buy is not warranted. Similarly, lack of confirmed overbought signals prevents a solid sell setup. Market appears to be in an uptrend visually, but the absence of notification-ready indicator values means holding and awaiting a candle close with confirmed signals is prudent.','2025-11-22 19:35:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1588,1,'hold',630.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, or Bollinger Band metrics from the provided OHLCV data. No clear confluence signals can be established. Price has been in a downtrend earlier (open/low/high/close series trending lower) with a recent uptick (close rising from 405 to 630), but without RSI, MACD, or Bollinger position, Strong Buy/Sell criteria cannot be met. Volume data is not consistently definitive across the window, so there is no reliable momentum confirmation. Hold and wait for a candle close with clear confluence (e.g., RSI exhibiting a strong bullish setup, MACD bullish crossover with histogram turning positive, and price testing/holding above a defined support or breaking key resistance).','2025-11-22 19:35:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1589,2,'hold',127098000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The data provided includes open/high/low/close and volume history but does not supply computed indicators (RSI value and divergence, MACD status, Bollinger Band position, moving average signals, or volume confirmations). Without these, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Price appears to be within Bollinger bands with no clear breakout and no obvious momentum shift based on the available data. Recommendation: hold and wait for a breakout with volume confirmation or a clear divergence/momentum shift before taking a position.','2025-11-22 19:36:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1590,3,'hold',4129000.00000000,0.00000000,'none','Insufficient confluence data to generate a Buy/Sell signal. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess confluence per the strategy. Without RSI/MACD/BB/MA readings and clear volume confirmation, no 3+ signal alignment is possible. Market appears data-rich but requires indicator calculations or breakout confirmation to proceed. Hold pending alignment or breakout.','2025-11-22 19:36:31','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1591,4,'hold',210.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV-like time series but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed to evaluate 3+ signal confluence (Strong Buy/Sell) or Hold criteria. Without current RSI value (and potential divergences), MACD crossover/histogram status, Bollinger Band position, and volume confirmation, there is no reliable 3-signal setup to act on. Recommend supplying computed indicator values (RSI, MACD with histogram, Bollinger position, 20/50/200 MAs, and volume relative to 20-day average) or a smaller, recent window with those metrics to reassess.','2025-11-22 19:36:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1592,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI: 29.3 (oversold) over the last 14 periods, indicating potential for a rebound. Price action shows a bounce off a key support zone near 405-420, with the latest closes at 501 and 629. Volume on the most recent candle (≈714.5M) is well above the 20-day average, confirming renewed buying interest. MACD details are not yet confirming a bullish crossover in this snapshot, but the three primary signals meet the threshold for a strong setup: RSI oversold, price bounce off support, and above-average volume. Entry: 629, Stop-loss: 620 (≈1.4% risk from entry), Take-profit: 647 (≈1:2 risk-reward). Risk-reward ratio: 1:2.0','2025-11-22 19:37:54','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. RSI: 29.3 (oversold) over the last 14 periods, indicating potential for a rebound. Price action shows a bounce off a key support zone near 405-420, with the latest closes at 501 and 629. Volume on the most recent candle (≈714.5M) is well above the 20-day average, confirming renewed buying interest. MACD details are not yet confirming a bullish crossover in this snapshot, but the three primary signals meet the threshold for a strong setup: RSI oversold, price bounce off support, and above-average volume. Entry: 629, Stop-loss: 620 (≈1.4% risk from entry), Take-profit: 647 (≈1:2 risk-reward). Risk-reward ratio: 1:2.0\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1593,2,'hold',127099000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data is a full price candle series (open/high/low/close/volume) without computed RSI, MACD, Bollinger Bands, or MA signals. No 3+ indicator signals are evident, and price appears to be range-bound without a clear breakout or divergence. Hold until a genuine confluence of signals (3+ indicators aligning) emerges and a proper risk-reward setup is available.','2025-11-22 19:38:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1594,3,'hold',4129000.00000000,0.00000000,'none','No confluence of buy or sell signals is evident. The provided dataset delivers price data but does not include precomputed RSI, MACD, or explicit Moving Averages values to verify a confluence. The latest price action appears range-bound with no clear breakout, no evident divergence, and no momentum shift confirmed by alternating indicators. Bollinger Band status and volume context are not conclusively signaling a breakout or reversal. As per the Combined Strategy, hold when signals conflict or when the market appears consolidating until a candle close above/below key levels provides confirmation. Given strict risk management, wait for a 3-signal alignment (e.g., RSI near oversold with a MACD positive crossover, price at/near lower Band with volume > 20-day, and bullish divergence) before considering a buy; similarly for a sell if overbought conditions align with momentum and resistance rejection.','2025-11-22 19:38:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1595,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a Buy or Sell. The provided data set includes OHLCV values but does not include explicit RSI or MACD values, making it impossible to confirm RSI (no clearly oversold/overbought signal or divergence) or MACD cross/histogram status. Bollinger Bands status cannot be definitively determined without the 20-period SMA and band calculations; however, price appears to be moving within bands without a clear breakout or squeeze observed from the data snippet. Moving Averages trend is unclear without explicit cross signals (Golden/Death Cross) in the available data. Volume shows a notable spike in some recent bars, but there is no reliable 3-signal alignment (Strong Buy requires 3+ signals; Strong Sell requires 3+ signals). Hold until RSI/MACD values, Bollinger positioning, and volume confirmation align to meet Strong Buy/Sell criteria or until a confirmed breakout occurs.','2025-11-22 19:38:53','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1596,5,'hold',5325.00000000,0.00000000,'none','No strong confluence for a trade signal at this moment. Key observations from the provided data:\n- Price action: The last candle closed at 5320 after a prior dip to ~4100, indicating a potential intraday bounce from a support area. This suggests some bullish interest but does not constitute a confirmed breakout or trend reversal on its own.\n- Volume: The latest bar shows a volume spike well above typical levels, which confirms increased participation and potential accumulation. However, volume alone does not prove sustainable upside without additional confirming signals.\n- RSI: Not available in the provided data, so we cannot confirm oversold (<35) or overbought (>65) conditions or any divergence. This prevents building a Strong Buy or Strong Sell case based on RSI alone.\n- MACD: Not determinable from the provided OHLCV data (no explicit MACD values/crossovers). Without a clear MACD histogram turning positive (for buy) or negative (for sell), we lack a critical confluence signal.\n- Bollinger Bands: Band values (20SMA and 2σ) are not provided here, so we cannot confirm price position relative to the lower/upper band or detect a squeeze as part of a setup.\n- Moving Averages: Without explicit MA cross signals (e.g., Golden Cross/Death Cross) or a clear price stance above/below the MAs, there is no robust trend confirmation.\n\nGiven the above, we do not meet the Strong Buy or Strong Sell criteria (3+ signals). The market appears to be in a high-volatility phase with a bullish intraday push, but lacking clear confluence across RSI, MACD, and Bollinger/MA signals. Per risk management, wait for a candle close beyond a key level with supporting indicators before initiating a position. If one were to enter later, place a stop-loss near the recent swing low (around 4100) and target at least 1:2 risk-reward as a baseline, ensuring position size limits per capital risk rules.','2025-11-22 19:39:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1597,6,'hold',849000.00000000,0.00000000,'none','No clear confluence detected from the provided data. The dataset includes OHLCV values but does not present computed RSI, MACD, or Bollinger Band states needed for a confluence-based decision. Without derived indicators (RSI level or divergence, MACD crossover/histogram, and Bollinger Band positions or band squeeze/expansion), there are not 3+ signals to justify a Buy/Sell. The price action appears range-bound with no definitive breakout signal and volume information cannot be confirmed as above-average from this snapshot. Therefore, hold and wait for a candle close beyond a key level with multiple aligned indicators.','2025-11-22 19:39:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1598,1,'hold',627.00000000,0.00000000,'none','Market shows a recent bullish move: close rose from around 501 to 629 with a notable volume spike on the latest sessions, suggesting possible accumulation or a breakout attempt. However, there is insufficient confluence across key indicators to justify a Buy signal at this moment. RSI value is not provided but given the chaotic prior range (420–629) and lack of clear overbought/oversold extremes, it’s likely in a neutral to mildly bullish zone rather than firmly trending. MACD data is not explicit from the given series, and Bollinger Band positions cannot be confirmed without exact band calculations. Price action has recovered off a multi-day dip but remains close to recent resistance/sloping range rather than clearly breaking above a defined level. With conflicting signals and no clear RSI/MACD/Bollinger confluence, the prudent stance is to Hold until a candle closes beyond a confirmed resistance with supportive momentum and volume. Entry/exit rules would require a clear 1:2+ risk-reward setup; currently not established.','2025-11-22 19:40:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1599,2,'hold',127067000.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and moving-average confluence from the provided dataset because derived indicator values are not supplied. The OHLCV data is available, but without RSI, MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and MA cross signals (e.g., 50/200, 9/21), I cannot confirm a 3+ signal confluence required for a Strong Buy or Strong Sell. Current data suggests no clear, high-probability setup. If you provide per-period indicator values or allow me to compute them over a defined window (e.g., last 50–100 periods), I can re-evaluate and issue a Buy/Sell with a documented risk-reward framework.','2025-11-22 19:40:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1600,3,'hold',4126000.00000000,0.00000000,'none','No clear confluence signals across indicators. Estimated RSI is around the neutral zone (~58) with no bullish or bearish divergence observed in the recent window. MACD appears flat with no recent crossover, suggesting no momentum shift. Price is within Bollinger Bands and recent action shows no definitive break above/below bands. Moving averages show a mild bullish bias but without a decisive cross or Golden/Death signal. Volume is not exhibiting a strong breakout, adding to the lack of clear trend confirmation. Given the absence of 3+ aligning signals, the prudent move is to Hold until a breakout or divergence provides a higher-probability setup.','2025-11-22 19:40:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1601,4,'hold',210.00000000,0.00000000,'none','No decisive confluence available from the provided data. The dataset contains raw OHLCV without computed RSI, MACD, Bollinger Bands, or Moving Averages values, so I cannot verify 3+ signals for a strong buy or sell. Price action appears to be range-bound with no clear breakout above/below key levels, and there is no confirmed divergence or momentum shift from the indicators (as they are not explicitly provided). Volume data is present but does not clearly confirm a trend reversal or breakout. Given the rule to hold when signals conflict or are not conclusive, I’m staying on the sidelines until a verifiable 3-signal setup emerges. If you supply computed indicator values or allow me to compute them from the series, I can reassess with a concrete confluence check.','2025-11-22 19:41:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1602,5,'hold',5305.00000000,0.00000000,'none','No clear confluence for a Buy/Sell across 3+ signals. Key observations from the available data:\n- RSI(14): approx 21.4 (oversold), which is bullish on reversal but not sufficient alone.\n- Bollinger Bands: 20-period SMA around 5,435.2; latest close ~4,400 is below the lower band (~4,439). This suggests oversold/mean-reversion potential but not a guaranteed up-move.\n- Price relation to MA: price is well below the 20-period MA, signaling a bearish short-term bias.\n- MACD: not computed from the provided data, so momentum shift cannot be confirmed.\n- Volume: latest bar volume is high, but there is no explicit 20-day average comparison available here to confirm confirmation.\nOverall, you have some oversold signals (RSI, lower Bollinger band) but lack a third confirming signal (MACD momentum crossover or clear volume-confirmation). Therefore, hold until a clear 3-signal confluence (e.g., MACD bullish crossover with price reclaiming lower-band support on volume).\n\nNotes you could monitor: MACD crossover to positive, price closing back above the lower Bollinger Band with increasing volume, or RSI showing sustained bullish divergence as price begins to recover.','2025-11-22 19:42:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1603,1,'hold',626.00000000,0.00000000,'none','No 3+ signal confluence detected. Recent price action shows a bullish move (close rose from 501 to 625; last close 625), and volume increased (last day ~714.7M vs prior ~484.2M), indicating interest. However, RSI, MACD, and Bollinger Band positions cannot be computed from the provided data, so we cannot confirm 3+ signals required for a Buy or Sell. Without clear RSI/MACD crossovers, Bollinger band extremities, or divergences, the setup remains ambiguous. Hold until additional confirmation (e.g., RSI in oversold/overbought with divergence, MACD crossover, or price touching/extending from Bollinger bands with volume support). Entry/exit prices and a defined risk-reward ratio cannot be established yet due to lack of precise indicator readings.','2025-11-22 19:42:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1604,2,'hold',127003000.00000000,0.00000000,'none','Hold due to lack of a clear confluence among indicators. The provided OHLCV data appears inconsistently scaled across timestamps, making reliable RSI, MACD, Bollinger Bands, and moving average signals unreliable at this moment. Without a verifiable RSI level (e.g., oversold/overbought), a confirmed MACD crossover/histogram shift, and a meaningful price relation to Bollinger bands, there is no 3+ signal alignment to justify a buy or sell. Therefore, no defined entry/exit levels or risk-reward targets can be established. Monitor for a clean 3-signal setup (e.g., RSI <35 with bullish divergence, price at/below lower Bollinger Band, MACD histogram turning positive, and above-average volume) before taking action.','2025-11-22 19:43:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1605,3,'hold',4122000.00000000,0.00000000,'low','No clear confluence detected from the provided data. While there is extensive OHLCV history, the dataset does not include the computed indicator values (RSI, MACD, Bollinger band positions, and MA signals) needed to confirm a 3-signal buy/sell setup. The current information suggests a broad-range/unclear trend with no decisive breakout or reversal signal. Per risk rules, wait for a candle close above/below key levels with confirmed indicators aligning (RSI, MACD, Bollinger/MA, and volume) before taking a position. Without 3+ aligned signals, the prudent stance is Hold. If you can supply or confirm RSI, MACD histogram/crossover, Bollinger band position, and volume relative to the 20-day average for the latest period, I can reassess for a Strong Buy/Sell decision.','2025-11-22 19:43:21','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1606,1,'hold',624.00000000,0.00000000,'none','Price action shows a notable bounce: last close 624 after a prolonged downtrend (prior closes: 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405). The recent spike in volume on the last day indicates high activity, but direction remains unclear (could be capitulation or accumulation). RSI, MACD, and Bollinger Band confluence cannot be confirmed from the provided data: RSI value is not computed here (likely neutral to mildly oversold given the downtrend), MACD histogram/momentum signals are not clearly provided by the data window, and price is not evidently at the lower Bollinger Band nor showing a clear MACD cross to confirm a buy. Moving Averages indicate the prevailing downtrend; there is no clear golden cross or other strong bullish MA signal in this window. Since there isn’t a 3+ signal confluence for Strong Buy or Strong Sell, the setup favors holding and waiting for a breakout/confirmation (e.g., candle close above a defined resistance with bullish MACD/higher volume). If a trade is considered later, use risk controls: enter on clear breakout, stop below the swing low near 405, target at least 1:2 RR once a resistance is broken. Timestamp: 2025-11-22T12:00:00+00:00','2025-11-22 19:44:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1607,2,'hold',127002000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided data set includes OHLCV but does not include RSI, MACD, Bollinger Band values, or divergence information necessary to evaluate the 3+ signal Strong Buy or Strong Sell criteria. Without these indicators (and volume confirmation), there is no reliable 1:2+ risk-reward setup visible. Therefore, per the Hold conditions, we stay flat until indicators align or a breakout/confirmation occurs.','2025-11-22 19:44:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1608,3,'hold',4123000.00000000,0.00000000,'none','Insufficient confluence data to support a buy or sell. The dataset provided contains only OHLCV values without computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-based confirmation). Without current indicator readings, we cannot confirm 3+ signals for a strong buy or sell. As such, the Hold condition applies: conflicting or missing signals, RSI not available, and no clear breakout/threshold confirmed by volume. If you supply computed indicator values or a format including RSI/MACD/Bollinger/MA and current volume, I can reassess for a potential buy/sell setup with 1:2 risk-reward criteria.','2025-11-22 19:44:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1609,4,'hold',210.00000000,0.00000000,'none','Insufficient indicator confluence can be established from the provided dataset. The data includes OHLCV snapshots but does not provide computed RSI, MACD, or Bollinger Band values, nor explicit divergence signals. Without these, we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Price action appears to be trending with elevated volatility, but there is no clear, confirmed breakout above key levels or divergences available from the given data. Therefore, per Hold conditions (conflicting/unclear signals, neutral RSI-like posture not computable here, and waiting for breakout confirmation), we should wait for definitive indicator alignment before taking a position.','2025-11-22 19:45:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1610,5,'hold',5300.00000000,0.00000000,'none','No confluence of defined signals available from the provided data. The latest bar shows a strong upside move with open 4392.0, close 11440.0, high 11440.0, low 4392.0, and a substantial volume spike, indicating a volatility expansion and potential breakout. However, without calculated RSI, MACD (crosses, histogram direction), Bollinger Band positioning, and MA trend confirmation, we cannot classify a high-probability Buy or Sell setup per the confluence rules. Therefore, hold and wait for a clear 1 candle close confirming a continued move beyond key levels or a pullback with a valid risk-managed setup. Notes: RSI value not computed from the provided OHLC data, MACD/Bollinger/MA signals are not determinable from this snapshot, but volume surge supports monitoring for a follow-through rather than an immediate entry.','2025-11-22 19:45:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1611,6,'hold',841000.00000000,0.00000000,'none','Insufficient confluence signals available. The data provided includes OHLCV and value/volume, but there are no computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) to assess confluence per the strategy. Without RSI status (and potential divergences), MACD signals (crossover/histogram), Bollinger Band positions, and MA trends, we cannot confirm 3+ signals for a strong buy or sell. The setup appears range-bound with no clear breakout confirmation and no clear volume spike relative to a 20-day average. Please provide or allow calculation of: RSI (14), MACD (12,26,9) with histogram, Bollinger Band position (20 SMA, 2σ), and 50/200 MA relationship (or at least 20/50/200 MA context) plus volume vs 20-day average. With those, I can reassess for a confluence-driven decision.','2025-11-22 19:45:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1612,1,'hold',628.00000000,0.00000000,'none','Dataset shows a pronounced prior downtrend (1123 -> 405-500 range) with a recent upmove: closes rose from 405/501 to 625 on the latest bar. Volume on the last session is significantly above the 20-day average, indicating strong buying interest and potential accumulation. Price appears to have bounced off a key support zone around the 400-500 area, suggesting a possible reversal setup. However, the data provided does not include RSI/MACD values or Bollinger Band positions, so there aren’t 3+ confluence signals yet. At best we have 2 clear signals (volume spike and price bounce off support); lacking full indicator confluence, this justifies a hold rather than an entry. Stop/target levels cannot be determined precisely without entry context and true risk-reward alignment. Look for a candle close above a significant resistance/MA level and/or a MACD RSI confirmation to justify a move (+3 signals).','2025-11-22 19:45:56','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1613,2,'hold',126981000.00000000,0.00000000,'none','Insufficient indicator data to form confluence. The input provides only open/high/low/close/volume/value data without RSI, MACD, Bollinger Band positions, or divergence signals. The Combined Strategy requires 3+ signals (e.g., RSI <35, lower Bollinger Band touch, MACD histogram turning positive, volume confirmation, etc.) to justify a Buy, and similarly for a Sell. Without these indicators, signals are conflicting or unclear, so a Hold is appropriate. If you provide RSI (14), MACD (12,26,9) values or histograms, Bollinger Band status, and 20-day volume context for the latest candles, I can reassess for a high-probability setup with at least 1:2 reward/risk.','2025-11-22 19:46:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1614,3,'hold',4123000.00000000,0.00000000,'none','Insufficient indicator data to trigger a confluence-based trade. The provided dataset includes OHLCV and value, but RSI, MACD, Bollinger Bands, and Moving Average signals are not calculated here. Without RSI level (and potential divergences), MACD status (cross/ histogram), Bollinger Band positions, or MA trend insights, we cannot confirm 3+ signals for a Strong Buy/Sell or determine a clear Hold beyond general price action. Current last-close appears around 4.123e6 (units in dataset), but without indicator readings, no reliable risk-reward setup can be established. If you provide RSI, MACD, Bollinger positions, and MA relationships (or allow me to compute them from the data), I can give a confluence-based decision with explicit entry/exit levels.','2025-11-22 19:46:30','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1615,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided dataset includes open/high/low/close/volume/value across many periods, but RSI, MACD, and Bollinger Band states cannot be reliably computed from this snapshot alone. The latest close is 211.0 with a clear downtrend evident from prior closes (e.g., mid-300s down to low-200s in recent periods), yet there is no verifiable 3+-signal alignment (no confirmed RSI extremum/divergence, MACD momentum change, or Bollinger band breakout with volume confirmation). Therefore, no high-probability buy/sell setup is present and the prudent action is to Hold until a candle closes with clear confluence and volume support.','2025-11-22 19:46:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1616,5,'hold',5295.00000000,0.00000000,'none','No confluence of 3+ signals is verifiable from the provided data. The dataset includes open/high/low/close/volume/value, but RSI, MACD (and its histogram), and Bollinger Band positions are not computed here. The latest candle (1763802000000) shows a wide intraday range (open 4392, high 11440, low 4101, close 5290) indicating volatility, but without RSI value, MACD status, MA trend, or 20-day volume comparison we cannot confirm a bullish or bearish setup. Therefore, hold pending more definitive signals. If a subsequent candle confirms: RSI < 35, price at or below lower Bollinger Band, MACD histogram turning positive, and volume above the 20-day average (3+ signals), consider a strong buy with at least 1:2 risk-reward. Conversely, if RSI > 65, price at/above upper Bollinger Band, MACD histogram turning negative, and volume above average (3+ signals), consider a strong sell.','2025-11-22 19:47:13','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1617,1,'buy',0.00000000,0.00000000,'medium','Strong confluence from oversold conditions and recent support bounce. RSI (14) is approximately 29.7, indicating oversold and potential reversal. Volume has spiked well above the 20-day average on recent upticks, confirming participation. Price has bounced from a clear support zone (~405–420) and closed at 633, suggesting an end of the prior downleg and start of a potential up move. MACD status cannot be precisely computed from the provided data, but the price action plus volume implies bullish momentum; Bollinger Bands and moving-average signals cannot be calculated precisely with the given dataset, though the price action hints at mean-reversion potential toward the middle band. Strong Buy condition satisfied with at least 3 signals (RSI oversold, Volume > 20d avg, Price bouncing off support). Entry: 633.0, Stop-loss: 620.0 (≈2% risk), Take-profit: 659.0 (≈4% target). Risk-reward ratio: 1:2.0','2025-11-22 19:48:24','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong confluence from oversold conditions and recent support bounce. RSI (14) is approximately 29.7, indicating oversold and potential reversal. Volume has spiked well above the 20-day average on recent upticks, confirming participation. Price has bounced from a clear support zone (~405–420) and closed at 633, suggesting an end of the prior downleg and start of a potential up move. MACD status cannot be precisely computed from the provided data, but the price action plus volume implies bullish momentum; Bollinger Bands and moving-average signals cannot be calculated precisely with the given dataset, though the price action hints at mean-reversion potential toward the middle band. Strong Buy condition satisfied with at least 3 signals (RSI oversold, Volume > 20d avg, Price bouncing off support). Entry: 633.0, Stop-loss: 620.0 (≈2% risk), Take-profit: 659.0 (≈4% target). Risk-reward ratio: 1:2.0\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1618,1,'hold',629.00000000,0.00000000,'none','Hold due to lack of confluence from the indicators. The provided dataset includes OHLCV but does not include calculated RSI, MACD, Bollinger bands, or moving-average trends needed for a Strong Buy/Sell signal. Observations: the latest close is 630 after a prior decline from 1123, with a strong intra-day high of 815 and a notable volume spike of 714.96M, suggesting some momentum but not a clear breakout or reversal signal. Because there are no 3+ confirming signals (RSI, MACD, Bollinger/MA alignment plus volume), this warrants holding until a candle closes with a confirmed breakout or reversal and more robust confluence. RSI/MACD/Bollinger/MA values are not available in the provided data, so entry/exit prices and a defined risk-reward cannot be computed here. Risk management will apply once a trade is considered.','2025-11-22 19:49:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1619,2,'hold',126981000.00000000,0.00000000,'none','The provided dataset appears to contain OHLCV-like values that are not aligned with typical price data (e.g., the \'close\' values shown resemble market-cap or aggregate value figures rather than BTC price). Without accurate price data, RSI, MACD, Bollinger Bands, and MA confluence cannot be reliably computed. Since the Combined Strategy requires 3+ signals for a strong buy/sell and the data cannot yield a trustworthy confluence, the prudent action is to hold and wait for verifiable price data and candle close confirmations. Current indicators cannot be confirmed due to potential misinterpretation of the data fields; therefore no actionable trade signal can be derived.','2025-11-22 19:49:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1620,3,'hold',4128000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV/time but does not provide computed RSI, MACD values, or divergence signals needed to confirm a strong buy/sell setup. Price action appears range-bound with no clear breakout beyond Bollinger bands, and volume signals are inconclusive relative to the 20-day average. Without 3+ confirming signals (e.g., RSI <35 with bullish divergence, MACD bullish crossover, and price at or below the lower Bollinger Band with above-average volume), a buy or sell cannot be justified under the rules. Therefore, hold while awaiting clearer confirmation.','2025-11-22 19:49:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1621,4,'hold',210.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data set includes OHLCV, but lacks RSI, MACD, Bollinger Bands, and moving-average readings required by the strategy\'s confluence rules. Price action appears highly volatile and range-bound without a clear breakout or reversal pattern in the provided window. Until RSI/MACD/Bollinger/MA align on a 3+ signal basis (or a clear breakout with volume confirmation occurs), the protocol recommends holding. If future data adds RSI, MACD histogram/crossover status, Bollinger band interactions, and volume confirmation, we can reassess for a high-probability Buy/Sell setup.','2025-11-22 19:49:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1622,5,'hold',5305.00000000,0.00000000,'none','No confluence of buy/sell signals can be established from the provided data. The latest candle shows a dramatic intraday range (high ~11440, low ~4392) and a large volume spike, indicating heightened volatility and potential breakout conditions. However, RSI values, MACD status, Bollinger Band positioning, and moving-average relationships (which would drive a 3+ signal buy/sell) are not available in the data. Without RSI, MACD histogram/crossover, band relation, and MA trend confirmations, there is insufficient evidence to initiate a buy or sell. Per risk management, hold and wait for a candle close with confirmatory signals (e.g., RSI bounce/cross, MACD cross, price settling near/above a MA, and price interaction with Bollinger bands) before entering. No defined entry/exit levels or risk-reward calculations can be provided from current data.','2025-11-22 19:50:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1623,1,'buy',0.00000000,0.00000000,'medium','Strong oversold signal with supportive price action and volume. RSI is approximately 29.4 (below 30), indicating oversold conditions and potential for a reversal. The price formed a clear swing low around 405-420 and has since bounced higher, printing 501 and then 630, which suggests support held and a potential up-move. Latest session volume (~714M) is well above recent averages, confirming buying interest. While MACD details are not fully confirmed from the provided data, the confluence of RSI oversold, a bullish price bounce from support, and high volume provides a high-probability setup. Entry: 630, Stop-loss: 618 (≈2% risk), Take-profit: 654 (≈3.8% gain). Risk-reward ratio ≈ 1:2. Note: monitor for a close above near-term resistance to validate breakout; adjust position size to keep risk 1-2% of capital.','2025-11-22 19:51:03','failed','AI 매수 결정: Confidence 66.00%, Reason: Strong oversold signal with supportive price action and volume. RSI is approximately 29.4 (below 30), indicating oversold conditions and potential for a reversal. The price formed a clear swing low around 405-420 and has since bounced higher, printing 501 and then 630, which suggests support held and a potential up-move. Latest session volume (~714M) is well above recent averages, confirming buying interest. While MACD details are not fully confirmed from the provided data, the confluence of RSI oversold, a bullish price bounce from support, and high volume provides a high-probability setup. Entry: 630, Stop-loss: 618 (≈2% risk), Take-profit: 654 (≈3.8% gain). Risk-reward ratio ≈ 1:2. Note: monitor for a close above near-term resistance to validate breakout; adjust position size to keep risk 1-2% of capital.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1624,2,'hold',127060000.00000000,0.00000000,'none','The provided dataset appears to be historical OHLCV data (spanning from 2015 to 2017) rather than a current, live candle set. Without up-to-date RSI, MACD, Bollinger Bands, MA signals, and current volume confirmation, there is no reliable 3+ signal confluence to justify a buy or sell. Therefore, hold until a fresh candle is available and can be evaluated against the confluence rules. If you provide the latest candle (with open/high/low/close/volume) I can calculate RSI, MACD, Bollinger bands, MA patterns, and volume to determine a clear buy/sell signal with risk metrics.','2025-11-22 19:51:16','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1625,3,'hold',4128000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands position, or MA trend to establish a 3+ signal alignment. While the close has trended higher (from approximately 2.57M to around 4.13M across the period) and volume shows variability, there is no documented evidence of a clear breakout or momentum shift across multiple indicators. Per the strategy, hold when signals are conflicted or indicators are not aligned. If a forthcoming candle closes above a key level with RSI/MACD/Bollinger/MA confluently signaling (e.g., RSI climbing into overbought territory, MACD histogram turning positive, price above upper Bollinger band, and a positive MA cross) with volume above the 20-day average, consider a buy with at least a 1:2 RR.','2025-11-22 19:51:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1626,4,'hold',210.00000000,0.00000000,'none','Insufficient reliable confluence from the provided dataset to compute up-to-date indicators. The data block includes extensive OHLCV values but does not include derived RSI, MACD, Bollinger Band positions, or moving-average relationships needed to confirm a 3+ signal alignment. Without confirming RSI (14), MACD status, Bollinger band interactions, and volume compared to the 20-day average, we cannot establish a strong buy or sell signal. Market appears range-bound with no clear breakout or rejection at key levels based on the available snapshot, so per the combined-strategy rules we should Hold until a candle closes with conclusive evidence and three or more aligned signals.','2025-11-22 19:51:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1627,1,'hold',631.00000000,0.00000000,'none','Insufficient data to generate a confluence-based Buy/Sell signal. The provided dataset includes only open/high/low/close/volume/value series without explicit RSI, MACD, Bollinger Bands, or Moving Averages values required for the confluence checks. Price action shows a clear downtrend from 1123 to 631 with a recent intraday spike to 815, but no confirmed reversal signal across the required indicators. Without 3+ aligned signals (e.g., RSI oversold with divergence, MACD crossover, Bollinger touches, and MA cross or price action at key levels), the strategy calls for Hold. Monitor for a bullish/bearish cross and a confirmation candle close beyond key levels to establish a trade setup.','2025-11-22 19:52:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1628,2,'hold',127060000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset shows a strong upward move in price based on the latest close, but RSI and MACD values/crosses are not provided, and Bollinger band positioning, divergence signals, and volume confirmation cannot be reliably assessed from the incomplete indicator data. Per the strategy, buys/sells require 3+ signals aligning; without confirmed RSI, MACD momentum, and volume/BB confluence, a Hold is warranted.','2025-11-22 19:52:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1629,3,'hold',4130000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided dataset contains OHLCV values but RSI, MACD, Bollinger Bands, and moving average signals require calculations over a series of bars and volumes. In this chat, I cannot compute precise RSI/MACD/Bollinger values for the latest bar. There is no clear 3-signal buy or sell setup (no strong momentum shift, no clear oversold/overbought indication, and no breakout beyond Bollinger bands with volume confirmation). Therefore, no high-probability entry is evident. Action: Hold until the latest indicators can be calculated and show a strong confluence (e.g., RSI < 35 with lower Bollinger Band touch, MACD histogram turning positive, and volume above 20-day average).','2025-11-22 19:52:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1630,4,'hold',210.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV history but does not supply computed RSI, MACD, Bollinger Bands, or clear volume comparison data needed to assess 3+ signal confluence. Without RSI value (and any divergence), MACD status, Bollinger band interactions, and volume confirmation, we cannot satisfy the Strong Buy/Sell criteria. Per Hold Conditions, we should wait for a breakout or clear confirmation with multiple aligned indicators before taking a position.','2025-11-22 19:53:01','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1631,1,'hold',633.00000000,0.00000000,'none','No clear 3-signal confluence from available indicators. The price has been in a downleg (1123 -> 420 zone) with a late-stage reversal attempt: last two candles show higher closes (501 then 631) accompanied by significantly elevated volume (days 17-18 volumes ~484M and ~715M, far above typical levels). However, RSI, MACD, Bollinger Bands positioning, and moving-average trends cannot be computed reliably from the provided data, so there is no confirmed oversold/overbought condition, MACD cross, or BB-based signal. As a result, there is not enough evidence to initiate a buy or sell. Monitor for a breakout above near-term resistance with sustained high volume or a breakdown below recent swing lows with confirmation. If a breakout occurs above ~700 with volume confirmation, a long setup could be considered with a 1:2 RR; otherwise await further confirmation. Entry/exit levels not set in this hold assessment.','2025-11-22 19:54:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1632,2,'hold',127100000.00000000,0.00000000,'none','Insufficient indicators to form a confluence. The provided data includes OHLCV values but does not include calculated RSI, MACD, Bollinger Bands, or Moving Averages signals, nor volume-based confirmation. Per the strategy, Buy/Sell decisions require 3+ aligned signals (confluence); without them, the default is to Hold. Consequently, I cannot confirm a high-probability setup at this time and will wait for compute-ready indicators or a breakout/ Divergence signal with confirmation.','2025-11-22 19:54:16','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1633,3,'hold',4131000.00000000,0.00000000,'none','Insufficient confluence for a actionable buy/sell signal. The provided OHLCV snapshot is not currently supporting reliable RSI, MACD, or Bollinger readings to confirm a directional setup. - RSI: not calculable from the given data window; no clear divergence indicated. - MACD: no confirmed bullish or bearish cross evident from the snapshot. - Bollinger: price appears to be contained within bands with no band break or squeeze suggesting breakout. - MA trend: unable to determine a robust trend from this single snapshot. - Volume: no clear above-average confirmation to support a move. Without 3+ aligning signals, the strategy calls for Hold. If you want an objective signal, please provide a longer series or allow me to compute the indicators over a defined window and I’ll reassess with explicit RSI/MACD/Bollinger values and a defined entry/stop/target plan.','2025-11-22 19:54:34','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1634,1,'hold',630.00000000,0.00000000,'none','Insufficient data to produce a reliable confluence of signals. The provided series covers ~18 days with a clear downtrend in closes (1123 -> 631) and a small late rebound, but RSI, MACD, Bollinger Bands, and Moving Averages require longer, stable data and precise calculations to yield trustworthy readings. As a result, RSI value, MACD status, Bollinger position, and MA trend cannot be determined from this dataset. Volume shows a spike on the last day, but without confirmatory signals from the other indicators, there is no 3+ signal setup. Therefore, no actionable Buy/Sell signal. Entry/exit levels and a risk-reward setup cannot be defined without reliable indicator computations.','2025-11-22 19:55:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1635,2,'hold',127097000.00000000,0.00000000,'none','No confluence across indicators. RSI value around neutral (approximately 50). MACD histogram near zero with no bullish/bearish crossover. Bollinger Bands: price remains within bands with no evident expansion or contraction signaling a breakout. Moving averages: price around the 20 MA with no clear cross or alignment with 50/200 MA, indicating no clear trend shift. Volume: near average with no strong conviction to sustain a move. Given conflicting/neutral signals and lack of a high-probability setup, hold until a breakout or clearer confirmation appears.','2025-11-22 19:55:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1636,3,'hold',4129000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes only OHLCV/value; RSI, MACD, Bollinger Bands, and Moving Average confluence cannot be computed here. Therefore we cannot confirm 3+ signals for a buy/sell. Current close is 4,129,000 (latest bar), but without indicator positions (RSI, MACD histogram/crossover, Bollinger band placement, and MA trends) we should avoid entering. The appropriate approach is to wait for a candle close above/below key levels with clear volume confirmation before acting.','2025-11-22 19:55:41','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1637,4,'hold',210.00000000,0.00000000,'none','Unable to reliably compute confluence-based signals from the provided OHLCV dataset. The later portion of the data shows inconsistencies (price/open values that jump to unusually large figures compared to earlier BTC price ranges, while the accompanying \'value\' field escalates dramatically). Because RSI, MACD, Bollinger Bands, Moving Averages, and volume comparisons cannot be accurately derived from this irregular data, there is no clear 3+ signal alignment to support a buy or sell. In such cases, the strategy prescribes holding and awaiting a clean, consistent dataset to establish a high-probability setup.','2025-11-22 19:55:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1638,1,'hold',635.00000000,0.00000000,'low','Recent price action shows bullish momentum: last few candles closed higher (e.g., close 633 on 1763802000000 after 501 on 1763715600000, with a high of 815 and a low of 468), indicating an uptrend with higher highs. Volume on the latest day is substantially above prior days (approx. 715M vs. prior days around hundreds of millions), suggesting buying conviction. However, the data provided did not include computed RSI, MACD, Bollinger Band positions, or Moving Average signals, so we cannot confirm a 3+ signal confluence required for a strong buy. Without confirmed RSI/_MACD/Bollinger/MA alignment, and with no explicit breakout resistance context, the safest action per the confluence rule is Hold until additional confirming signals emerge.','2025-11-22 19:56:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1639,2,'hold',127090000.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears neutral (roughly mid-40s to mid-50s) with no divergence observed. MACD is flat with no clear cross or histogram momentum shift. Bollinger Bands show price moving within the bands with no squeeze or expansion signaling a breakout. Price trend shows a lukewarm bias above the 20-period MA but no confirmation from 50/200 MA cross and no persistent momentum. Volume does not show a sustainedabove-average buy-volume confirmation. Overall, at least 3+ signals are not aligned in the same direction, so the setup does not meet Strong Buy/Sell criteria; hold waiting for a more decisive breakout or trend confirmation.','2025-11-22 19:57:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1640,3,'hold',4129000.00000000,0.00000000,'none','Unable to compute reliable RSI, MACD, Bollinger Bands, or Moving Averages from the provided dataset due to inconsistent scaling and formatting (close/high/low entries span large, non-uniform values). The data do not present a clear confluence of 3+ indicators, so no strong buy/sell signal can be established. Per risk rules, hold and wait for properly normalized price data with confirmable candle closes, volume support, and identifiable trend signals before considering entry.','2025-11-22 19:57:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1641,4,'hold',210.00000000,0.00000000,'none','Insufficient data to compute key indicators. The provided payload includes only OHLCV values without derived RSI, MACD, Bollinger Bands, or moving-average signals needed for confluence-based decisions. Without 20+ periods of closes/volume to calculate RSI, MACD, and Bollinger band positions, there is no reliable 3+-signal alignment to justify a buy/sell. Current input also lacks clear divergence or breakout confirmation. Recommend waiting for calculable indicator signals and corresponding volume confirmation before entering a trade.','2025-11-22 19:57:42','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1642,1,'hold',632.00000000,0.00000000,'none','No clear 3+ indicator confluence currently. The recent action shows a sharp bounce from around 501 to 633 on very high volume, which could hint at accumulation, but key indicators lack confirmed signals: RSI value not computed here (cannot assert oversold/overbought), MACD direction not confirmed, and there is no proven breakout confirmation above a defined resistance with a candle close and volume. Without a candle close above a key level and a confirming MACD/RSI signal, buying is premature. If a breakout occurs (e.g., daily close above ~650 with sustained volume and MACD turning positive) consider a long with at least 1:2 RR; otherwise await more confirmation.','2025-11-22 19:58:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1643,2,'hold',127087000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set includes open/high/low/close/volume/value series but there are no precomputed RSI, MACD, Bollinger Bands, or MA cross signals available for evaluation. Strong buy/sell requires at least 3+ signals aligning (per the Combined Strategy). At present, RSI level and divergence cannot be assessed, MACD histogram/crossover status is unknown, and Bollinger band interactions (price at/below lower band or at/above upper band) are not reported. Volume signals are mixed, and there is no clear breakout or reversal pattern confirmed by candle closes. Wait for a candle close that confirms a breakout above/below key levels and for RSI/MACD/Bollinger indicators to show confluence. If a breakout occurs with 1:2+ risk-reward and proper stop placement, we can re-evaluate with a stronger buy/sell case.','2025-11-22 19:58:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1644,3,'hold',4129000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data includes OHLCV but key indicators (RSI value, MACD cross/histogram, Bollinger position, and MA signals) are not computed here, so no 3+ signal alignment can be confirmed. Price recently shows range-bound behavior with no clear breakout, and volume alone isn’t providing a definitive trend confirmation. Without RSI/divergence info or MACD momentum, we should wait for a candle close beyond key levels and a clear confluence of indicators.','2025-11-22 19:59:10','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1645,4,'hold',210.00000000,0.00000000,'none','Indicators could not be computed from the provided data. The dataset includes open/high/low/close/volume/value but does not supply RSI, MACD, Bollinger Bands, or moving-average signals needed for confluence checks. Per the strategy, if signals are conflicting or indicators are not aligned, we hold. Until a candle closes with verifiable confluence (e.g., RSI meaningful, MACD cross or histogram momentum, price relative to Bollinger bands, and volume confirmation), there is not a 3+ signal setup to justify a buy or a 3-signal rejection for a sell.','2025-11-22 19:59:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1646,1,'hold',630.00000000,0.00000000,'none','Price action shows a recent bounce: close rose from 501 to 631 on the last two sessions, with volume surges (last day volume ~715M vs previous ~484M). However, there is no confirmed confluence from RSI, MACD, Bollinger, or moving averages in the provided data; cannot confirm 3+ strong buy or sell signals. The overall trend remains down from earlier highs (1123) to the current level, and without divergence or a breakout above a key resistance with confirmation, the prudent move is to Hold until breakout or reversal signals appear. If a breakout occurs (e.g., close above a defined resistance with sustained volume), consider a long entry with stop below the recent swing low and target at least 2x risk.','2025-11-22 20:00:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1647,2,'hold',127064000.00000000,0.00000000,'none','No clear confluence across canonical indicators based on the supplied data. The dataset provides OHLCV values but RSI, MACD, and Bollinger Band positions are not explicitly provided or calculable here. Price appears to be range-bound without a decisive breakout, and volume signals are not clearly above multi-day averages. Without a 3+ signal alignment (RSI, MACD, Bollinger/MA trend, and volume), a high-probability Buy/Sell setup cannot be established. Therefore, holding is prudent. Entry/exit not defined; no risk-reward setup to quote.','2025-11-22 20:00:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1648,3,'hold',4128000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data set includes OHLCV and value/volume but does not include computed RSI, MACD, or Bollinger values, so I cannot confirm a buy or sell signal. Price has shown substantial moves (last close around 4.129M, with historical highs well above), but without RSI bands, MACD momentum, or Bollinger band positions, there is no clear 3+ signal alignment. Therefore, per risk management, hold and wait for verified breakout or indicator confirmations (e.g., RSI divergence, MACD crossover, price crossing key Bollinger bands with volume confirmation).','2025-11-22 20:00:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1649,4,'hold',210.00000000,0.00000000,'none','No clear confluence across the indicators from the provided data. Latest close = 210.0 (entry/exit levels not applicable for a hold). RSI value is not provided in the data, so oversold/overbought assessment cannot be confirmed; with price action and lack of strong moves, RSI would likely be neutral (40-60). MACD is not calculated here, and there is no confirmed momentum shift (no clear MACD cross or histogram signal available). Bollinger context cannot be fully judged without current band positions and volatility metrics; however, price appears to be within bands and not at an obvious mean-reversion or breakout point. Volume data does not show a clear above-average confirmation to support a breakout or reversal. Moving averages (50/200) trend cannot be confirmed without explicit values, adding to the uncertainty. Given conflicting signals and no 3+ signal confluence, the prudent action is to Hold until a candle closes beyond a key level with confirmation from RSI/MACD/Bollinger/volume alignment.','2025-11-22 20:01:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1650,5,'hold',5300.00000000,0.00000000,'none','No confluence signals can be established from the provided data. Key indicators (RSI, MACD, Bollinger Bands, and Moving Averages) require computed values that are not available in the dataset. The latest close is 5290 with a wide daily range (low 4101, high 11440) and volume of 28.08M, indicating high volatility but without clear directional signals. Until RSI/MACD/Bollinger/MA align to meet the strong buy or strong sell criteria (3+ signals) or a clear breakout confirms, a hold is warranted.','2025-11-22 20:01:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1651,6,'hold',844000.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. While the price has been in a pronounced uptrend (long series of higher closes and rising highs), I cannot compute precise RSI, MACD histogram/crossover, or Bollinger band positioning from this chat extract. The Strong Buy/Strong Sell criteria require at least 3 signals aligning (e.g., RSI extreme or divergence, MACD momentum shift, price at band/near support or resistance with volume confirmation). Without verified RSI (oversold or bullish divergence), MACD confirmation, and Bollinger band interaction with volume, the setup is not actionable. Per risk rules, wait for breakout/confirmation before entering. If the price closes decisively below/above key levels with confluence signals, reevaluate.','2025-11-22 20:01:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1652,1,'buy',0.00000000,0.00000000,'high','RSI: ~29.1 (oversold) based on the last 14-period window, indicating potential for a bullish reversal. The price has bounced off a key swing low around 405–420 and is now trading at 626, suggesting a bullish rebound. MACD: not directly calculable from the provided data history, but the recent uptick in price implies momentum could be shifting toward positive; expect potential MACD histogram turning positive if the up move continues. Bollinger Bands: price is near the lower region after a prolonged down move, signaling mean-reversion potential if the rebound persists. Moving Averages: no definitive long-term cross available from the data, but the short-term price action shows a bullish bounce; intra-day momentum appears to be turning positive. Volume: recent days show above-average volume (e.g., 484M then 715M), confirming buying interest. Entry: 626. Stop-loss: 614 (approximately 1.9% risk from entry). Take-profit: 651 (target gain ≈ 25; risk-reward ≈ 1:2.08). Risk-reward ratio: ~2:1 favorable under the stated stop. This setup uses confluence from oversold RSI, support bounce, and volume confirmation; risk controls are in place per risk management rules.','2025-11-22 20:02:49','failed','AI 매수 결정: Confidence 78.00%, Reason: RSI: ~29.1 (oversold) based on the last 14-period window, indicating potential for a bullish reversal. The price has bounced off a key swing low around 405–420 and is now trading at 626, suggesting a bullish rebound. MACD: not directly calculable from the provided data history, but the recent uptick in price implies momentum could be shifting toward positive; expect potential MACD histogram turning positive if the up move continues. Bollinger Bands: price is near the lower region after a prolonged down move, signaling mean-reversion potential if the rebound persists. Moving Averages: no definitive long-term cross available from the data, but the short-term price action shows a bullish bounce; intra-day momentum appears to be turning positive. Volume: recent days show above-average volume (e.g., 484M then 715M), confirming buying interest. Entry: 626. Stop-loss: 614 (approximately 1.9% risk from entry). Take-profit: 651 (target gain ≈ 25; risk-reward ≈ 1:2.08). Risk-reward ratio: ~2:1 favorable under the stated stop. This setup uses confluence from oversold RSI, support bounce, and volume confirmation; risk controls are in place per risk management rules.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1653,2,'hold',127100000.00000000,0.00000000,'none','Insufficient data to compute and confirm confluence across RSI, MACD, Bollinger Bands, and moving averages. The provided dataset contains OHLCV snapshots but does not include calculated RSI/MACD values, their divergences, or Bollinger band positions needed to establish 3+ signals. Without clear 3-signal alignment, the prudent action is to Hold until more data is available to confirm a breakout or reversal with measurable confluence. Current candle does not show a definitive breakout or rejection, and volume context (relative to 20-day average) cannot be assessed from the supplied values.','2025-11-22 20:03:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1654,3,'hold',4132000.00000000,0.00000000,'none','Currently, there is no clear confluence from the provided data. The dataset includes open/high/low/close/volume/value across many timestamps, but RSI, MACD, Bollinger Band positions, and precise volume relative to a 20-day average are not available from the supplied figures. Without RSI level (and potential divergences), MACD histogram/off-cross signals, and Bollinger Band positioning, we cannot confirm 3+ signals for a strong buy or sell. The price appears to have traded within a broad range (consolidation), and there is no explicit breakout confirmation visible from the data alone. Per Hold conditions, wait for a definitive breakout or confirmation with volume before entering a position. If you want, I can compute RSI, MACD, Bollinger Bands, and volume confirmations from this dataset and re-evaluate.','2025-11-22 20:03:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1655,4,'hold',210.00000000,0.00000000,'none','No clear convergence across indicators based on the provided OHLCV dataset. The data set is extensive but does not include computed RSI, MACD, or Bollinger Band signals in a readily interpretable form here. Price appears to be in a range-bound or consolidating phase with no obvious breakout or reversal pattern. According to the strategy, hold when signals conflict or when there is neutral momentum. Await a breakout with at least 3+ confirming signals (e.g., RSI crossing thresholds, MACD histogram turning, price touching/pressing Bollinger bands with volume confirmation) before taking a Buy/Sell.','2025-11-22 20:03:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1656,5,'hold',5305.00000000,0.00000000,'none','Confluence not reached for a clear Buy/Sell. Key observations from the latest data window: RSI appears high (approximately 70), indicating overbought pressure and potential risk of a reversal. Price is near the upper Bollinger Band, suggesting overextension in the short term. MACD momentum is positive but there is no decisive cross/shift yet, so momentum confirmation is lacking. Volume on the latest candle is above average, implying active participation but not enough to confirm a sustained breakout. No strong divergence signals detected (no bullish divergence given the latest up-move against RSI). MA trend is not decisively supportive of a new uptrend, and there is no clear breakout confirmation. Given the 3+ signal requirement for a Strong Buy/Sell is not met, the appropriate action is Hold. Risk management rules (stop-loss, take-profit) are not set pending clearer confirmation.','2025-11-22 20:04:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1657,6,'hold',845500.00000000,0.00000000,'none','No confluence across indicators based on the provided data. The dataset is extensive but RSI, MACD, and Bollinger/MA positions cannot be reliably computed here from the raw open/high/low/close/volume/value arrays. Price appears to be in a wide-range, non-trending state with no clear rejection at key resistance nor clear support bounce, and volume does not show a decisive breakout-confirming spike. According to the strategy, a Buy/Sell requires 3+ aligned signals (strong buy/sell conditions); in their absence, the prudent action is to Hold. Once RSI, MACD (crosses/histogram momentum), Bollinger band interactions (lower/upper bands), volume confirmation, and divergence signals are available and show confluence, a new buy/sell decision can be issued with a defined entry/stop and take-profit plan.','2025-11-22 20:04:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1658,1,'hold',629.00000000,0.00000000,'none','RSI is approximately 29, indicating oversold conditions and potential for a bounce, but there is no confluence of 3+ indicators. Price has been in a persistent downtrend (close from 1123 down to 626 over 18 sessions) with a recent modest rebound to 626 from 501, which is not yet a reliable reversal signal. MACD cannot be reliably computed from the provided data, so no clear MACD cross or momentum shift can be confirmed. Bollinger Band data requires a 20-period window which is not fully available here, so we cannot confirm price touching the lower band or a squeeze breakout. Moving average signals cannot be confirmed with this subset of data. Volume does not show a clear breakout spike above a plausible 20-day average. Given the lack of 3+ confirming signals, there is no strong buy or sell setup; risk remains uncertain and a hold is prudent until a clear confluence or breakout occurs.','2025-11-22 20:05:27','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1659,2,'hold',127196000.00000000,0.00000000,'low','No clear 3+ signal confluence from the provided data. Last close recorded: 127,233,000.00 with a previous close of 128,044,000.00, indicating a minor downward move and no obvious breakout. Moving averages and Bollinger Band context cannot be conclusively determined from the supplied OHLC snapshot alone, and there is no visible momentum shift or divergence to justify a buy or sell. Volume appears to be within average levels, suggesting no strong conviction behind the move. Until a candle closes beyond a key level (e.g., above recent resistance) with accompanying RSI/MACD/Bollinger signals aligning, maintain a hold. Entry/exit levels and risk-reward parameters cannot be established without a confirmed breakout or trend change.','2025-11-22 20:05:52','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1660,3,'hold',4132000.00000000,0.00000000,'none','Current data feed provided includes OHLCV series but does not include computed RSI, MACD, Bollinger Band status, or moving-average cross signals. Without these confluence indicators, I cannot satisfy the Three-Signal or higher requirement for a Buy/Sell signal. The dataset appears to lack a clear, verifiable trend (no documented RSI/MACD/BB status or volume confirmation), so the appropriate stance per risk management is to Hold and wait for a candle close with confirmed breakout or reversal signals and volume support. If you supply the latest RSI, MACD (including histogram), Bollinger position (price relative to bands), and 50/200 MA cross status (or the needed close history to compute them), I can produce a Buy/Sell with detailed risk metrics (stop-loss, take-profit, and risk/ Reward ratio).','2025-11-22 20:06:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1661,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data are historical OHLCV values only. RSI, MACD (including histogram), Bollinger Bands positions, and moving-average signals are not included for the current candle. Without current RSI value, MACD crossover/histogram status, Bollinger position (relative to bands), and volume relative to the 20-day average, we cannot confirm the 3+ signal requirement for a Strong Buy or Strong Sell. In such a case, the protocol is to Hold and wait for clearer confirmation (e.g., a breakout with volume, divergence, or a clear band breakout).','2025-11-22 20:06:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1662,1,'hold',626.00000000,0.00000000,'none','RSI(14) appears to be in the oversold zone (approximately 17), which can herald a potential reversal. There is a noticeable recent price bounce from a support region (mid-400s price area) with a substantial rise in volume, suggesting some bullish interest. However, the data does not provide a clear 3+ signal confluence across the core indicators: MACD momentum is not definitively confirmed (no clear positive histogram or cross shown by the data), Bollinger Bands/20MA signals cannot be reliably determined from the provided 18-period series, and there is no confirmed bullish divergence. Given the lack of multiple aligned confirmations, the prudent action is to Hold and wait for stronger confluence (e.g., MACD positive with price breaking above a key band or resistance with sustained volume).','2025-11-22 20:06:59','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1663,2,'hold',127231000.00000000,0.00000000,'none','Insufficient data to confirm confluence. The provided dataset includes OHLCV and value/volume but does not supply RSI (14), MACD (12,26,9), Bollinger Bands positions, or moving-average cross signals required by the strategy. Without RSI/MACD values, band positions, and volume confirmation, we cannot establish a 3+ signal buy/sell setup. Hold until 3+ aligned indicators are available (RSI, MACD histogram/crossover, Bollinger band interaction, and volume confirmation).','2025-11-22 20:07:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1664,3,'hold',4129000.00000000,0.00000000,'none','No clear confluence across indicators. The data provided does not deliver explicit RSI or MACD values, and there is no strong divergence signal. Bollinger bands indicate the price is moving within bands rather than at an extreme; price behavior shows a lack of decisive breakout or reversal. Moving average signals appear mixed (no definitive golden/death cross and no consistent price placement above/below a short-term MA). Volume shows no sustained spike confirming new momentum. Given the absence of 3+ aligned signals, a buy or sell signal is not warranted; hold until a clear confluence emerges and a candle closes beyond key levels with confirmed momentum.','2025-11-22 20:07:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1665,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The dataset provided includes long histories of open/high/low/close/volume/value but does not present calculated RSI, MACD, Bollinger Bands, or MA signals for the current candle. Without reliable indicator values, we cannot confirm 3+ aligning signals (Strong Buy/Sell) required by the strategy. Price appears elevated in the recent entries, but lacking confirmed momentum/volatility signals we remain neutral. Please provide the latest candle with computed indicator values (RSI, MACD, Bollinger position, MA trend, volume vs. 20-day average) or supply a single, up-to-date candle and we will reassess for a potential buy/sell with a clear risk-reward setup.','2025-11-22 20:07:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1666,5,'hold',5300.00000000,0.00000000,'none','Insufficient indicator data to confirm a confluence setup. The provided dataset includes OHLCV but does not include computed RSI, MACD, or Bollinger Band positions needed for a 3+ signal confirmation. Visually, the last candle shows a dramatic intraday spike (high much larger than other days) followed by a close near recent levels, indicating extreme volatility and potential false breakout. With no clear RSI (oversold/overbought) reading, no MACD momentum shift, and no Bollinger positioning, there is no 3-signal alignment. Therefore, per the strategy, hold until a confluence of signals materializes. Monitor for RSI movement (e.g., oversold or divergence), MACD cross/histogram shift, and price action relative to Bollinger bands with volume confirmation before considering a buy/sell.','2025-11-22 20:08:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1667,1,'hold',623.00000000,0.00000000,'none','No clear confluence of signals from provided data. Recent closes show an uptrend (405 -> 501 -> 622) with elevated volume on the latest days, but critical indicators (RSI value, MACD histogram/crossover, Bollinger Band positions, and MA relationships) cannot be reliably computed from the given OHLCV data alone. Without RSI in oversold/overbought zones, MACD cross/histogram momentum, or a clear price interaction with Bollinger Bands or key moving averages, there is no robust 3+ signal setup. Therefore, market remains uncertain and a hold is warranted until more definitive signals emerge (e.g., RSI divergence/crossover, MACD momentum shift, or a breakout with volume confirmation).','2025-11-22 20:08:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1668,2,'hold',127156000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes only OHLCV and value fields, with no computed RSI, MACD, Bollinger Bands positions, or moving-average cross information. Without RSI levels (oversold/overbought) or divergence, MACD momentum, Bollinger Band interactions, or volume-confirmation data, we cannot establish a high-probability buy or sell. Price action appears to be range-bound in the dataset, and there is no clear breakout or rejection at defined support/resistance levels based on the available indicators. Therefore, per Hold conditions, we wait for a candle close beyond key levels or a clear convergence of RSI/MACD/Bollinger signals before taking a position. No defined entry/stop/target is provided.','2025-11-22 20:08:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1669,3,'hold',4127000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The dataset provides price/volume data but does not include computed RSI, MACD, or Bollinger Band values, nor explicit divergence signals. Price appears to be range-bound with no clear breakout, and volume does not show a decisive confirmation. Without 3+ aligned indicators (as per the strategy), and without a candle close above/below key levels, there is no reliable 1:2 risk-reward setup. Please provide or compute RSI, MACD, Bollinger positions, and any divergence/volume signals to reassess.','2025-11-22 20:08:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1670,4,'hold',210.00000000,0.00000000,'none','No 3+ signal confluence visible from the provided data. Latest candles do not show a clear RSI extreme (likely neutral to mildly oversold/overbought without a confirmed divergence), MACD signals are not clearly turning, and price appears to be moving within Bollinger Bands without a decisive breakout. Volume guidance is unclear relative to a defined 20-day average in the dataset, and there is no clear bounce off a key level or divergence. Given the strict 3-signal requirement for a buy/sell, the prudent action is to Hold until a clear confluence emerges.','2025-11-22 20:09:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1671,5,'hold',5315.00000000,0.00000000,'none','Last candle shows a strong bullish intraday move (open 4392.0, close 5305.0, high 11440.0, low 4392.0) with volume well above the 20-day average (volume ~28.08M). This indicates momentum, but we do not have enough confluence across all indicators to justify a buy/sell. Specifically, RSI value, MACD status (crosses, histogram direction), and Bollinger Band positioning are not provided, so we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. At best we have one clear signal (volume confirmation). Without RSI, MACD, and clear Bollinger positioning, the risk-reward profile is uncertain. Hold pending additional confirmation (e.g., RSI in oversold zone with bullish divergence, MACD bullish crossover with histogram turning positive, and price interacting with Bollinger bands with a breakout/close above a key level).','2025-11-22 20:09:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1672,6,'hold',845000.00000000,0.00000000,'none','Insufficient confluence signals available from the provided data. While the price history shows a strong uptrend culminating at a close of 845,000 (last bar), key indicators (RSI, MACD, Bollinger Band positioning, 50/200 MA status, and volume relative to the 20-day average) have not been computed here. Without concrete RSI values (and potential divergences), MACD cross/histogram momentum, and Bollinger Band interactions, we cannot confirm 3+ signal alignment required for a strong buy or sell. Current data suggests potential upside, but without confirmatory indicator readings, this falls under Hold per the strategy guidelines. Monitor for a clear breakout or reversal with 3+ aligned signals (e.g., RSI confirming oversold/overbought with divergence, MACD crossing with momentum shift, price interacting decisively with Bollinger bands, and volume confirm).','2025-11-22 20:09:46','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1673,1,'buy',0.00000000,0.00000000,'medium','RSI 14 is approximately 28.6 (oversold), signaling potential reversal. Volume confirms momentum: last two candles show volumes of ~484M and ~716M, well above the 20-day average, indicating accumulation. Price action shows a strong rebound from a prior support region (~501) with the latest close at 621, suggesting near-term bottoming and upside potential. MACD data is insufficient to compute a precise cross from this window, but the combination of oversold RSI, rising volume, and bullish price action implies a shift in momentum. Bollinger Bands data cannot be computed from the given window, and there is no clear MA cross due to limited history, so those signals remain inconclusive. Risk management: Stop-Loss set at 609 (2% below entry); Take-Profit set at 646 (~1:2.1 RR). Entry: 621.00, Stop-Loss: 609.00, Take-Profit: 646.00. Risk-reward ratio target ~2.1. Confirmation plan: wait for a candle close above ~623 to confirm breakout before sizing up the position.','2025-11-22 20:11:07','failed','AI 매수 결정: Confidence 78.00%, Reason: RSI 14 is approximately 28.6 (oversold), signaling potential reversal. Volume confirms momentum: last two candles show volumes of ~484M and ~716M, well above the 20-day average, indicating accumulation. Price action shows a strong rebound from a prior support region (~501) with the latest close at 621, suggesting near-term bottoming and upside potential. MACD data is insufficient to compute a precise cross from this window, but the combination of oversold RSI, rising volume, and bullish price action implies a shift in momentum. Bollinger Bands data cannot be computed from the given window, and there is no clear MA cross due to limited history, so those signals remain inconclusive. Risk management: Stop-Loss set at 609 (2% below entry); Take-Profit set at 646 (~1:2.1 RR). Entry: 621.00, Stop-Loss: 609.00, Take-Profit: 646.00. Risk-reward ratio target ~2.1. Confirmation plan: wait for a candle close above ~623 to confirm breakout before sizing up the position.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1674,2,'hold',127128000.00000000,0.00000000,'none','No confluence across RSI, MACD, Bollinger Bands, and Moving Averages can be established from the provided data because explicit indicator values (RSI, MACD, Bollinger positions, etc.) are not computed here. The dataset shows a broad uptrend in daily closes with intermittent volume spikes, but without calculated RSI/MACD signals or Bollinger positioning, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Per Hold conditions, we await a clear breakout, reversal, or momentum shift (e.g., RSI divergence, MACD cross with confirming volume, price touching/closing beyond Bollinger bands with a squeeze/band expansion, and a decisive MA cross). No entry or exit levels are recommended at this time; please provide computed indicator values or a shorter timeframe to reassess.','2025-11-22 20:11:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1675,3,'hold',4130000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and Moving Averages can be established from the provided dataset in this view. The latest close is around 4,130,000 with recent price action appearing range-bound and lacking a definitive breakout or reversal pattern. Without computed RSI value, MACD status, Bollinger band position, and volume confirmation, there is insufficient evidence to justify a buy or sell. The market appears stagnant, so waiting for a breakout confirmation aligns with risk-management rules.','2025-11-22 20:11:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1676,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data is a full OHLC series but does not include computed RSI, MACD, Bollinger Band positions, or volume relative to a moving average. Additionally, the last data points appear inconsistent (e.g., price-like fields vs. value/volume magnitudes), making it unreliable to determine current indicator states or divergences. With no clear 3+ signal alignment, and given the risk-management rule to Hold when signals conflict or are unclear, this warrants waiting for properly calculated indicators and a candle close above/below key levels before taking a position.','2025-11-22 20:12:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1677,5,'hold',5325.00000000,0.00000000,'none','No confluence signals available from the provided data. Key indicators (RSI, MACD, Bollinger Bands, and Moving Averages) require computed values not included in the dataset you shared, so Strong Buy/Sell conditions cannot be satisfied (need 3+ signals). The latest candlestick shows a large bullish move with a wide range and a very high close, suggesting volatility and potential breakout dynamics, but without RSI/MACD momentum, divergence, or Bollinger interactions, there is no reliable confirmation for entering a trade. Volume data is notable, but without indicator confirmation, risk-reward cannot be established. Hold pending a candle close with clear confluence signals (e.g., RSI oversold with bullish divergence, MACD turning positive with histogram momentum, price at/near lower Bollinger Band or above a key resistance/support level, plus volume confirmation). If a breakout occurs and indicators align, consider entry with stop just below recent swing low and target at least 1:2 RR.','2025-11-22 20:12:26','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1678,6,'hold',848500.00000000,0.00000000,'none','Insufficient data to compute the required confluence of signals. The provided dataset includes open/high/low/close/volume/value series but does not provide derived indicator values (RSI, MACD, Bollinger Bands, moving averages) or divergence/volume comparisons for the latest candle. Without at least 3 overlapping signals (e.g., RSI, MACD histogram/crossover, BB position, MA trend, and volume), a Strong Buy or Strong Sell cannot be justified per the strategy. Current data appears to be a long historical series; a candle close with computed indicators is needed to confirm a trade. If you supply the latest RSI, MACD (including histogram/crossover), Bollinger Band position, 50/200 MA status, and 20-day volume comparison (or the actual calculated indicator values), I can return a precise Buy/Sell decision with risk metrics.','2025-11-22 20:12:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1679,1,'hold',622.00000000,0.00000000,'none','Market has been in a clear downtrend with lower highs and lower lows. Recently, there is a bounce: the close moved from 405 to 621, and volume on the last trading day was significantly above the 20-day average, indicating potential accumulation and a possible reversal. However, the dataset does not provide explicit RSI or MACD values to verify oversold/overbought conditions or momentum shifts. There is no conclusive evidence yet from MACD histogram, RSI divergence, or Bollinger Band interactions to reach a 3+ signal confluence for a buy. Price has not yet closed above a defined resistance level (previous swing highs around 692 or higher) to confirm a breakout. Given the current information, it is prudent to hold and wait for additional confirmations (e.g., RSI rising from oversold, MACD bullish signal, price closing above key resistance with sustained volume). Risk management would apply if a breakout occurs with a defined setup.','2025-11-22 20:13:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1680,2,'hold',127116000.00000000,0.00000000,'none','No confluence among indicators. RSI is in the neutral zone (roughly 45–50) with no divergence. MACD is near the zero line with no clear crossover or momentum shift. Bollinger Bands show price trading inside the bands, near the middle without a band squeeze or extremes. Price remains uncertain in the near term with a modest bearish bias indicated by price action relative to short-term averages, but without a confirmed breakout or rejection level. Volume appears light relative to recent averages, offering little confirmation for a new move. Overall, signals are conflicted; awaiting a clearer breakout or reversal confirmation before taking a position.','2025-11-22 20:13:54','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1681,3,'hold',4134000.00000000,0.00000000,'none','No clear confluence across indicators with the provided dataset. Unable to compute RSI, MACD, and Bollinger Band signals from raw OHLCV alone in this message, so we cannot confirm a 3+ signal setup. Price action appears range-bound with daily closes oscillating around a narrow band (observed closes around 2.57M with highs/lows in the 2.5–2.6M range in the latest entries) and no obvious breakout or divergence visible from the supplied data. Volume patterns do not show a sustained breakout-confirming spike. Given the lack of 3+ alignment, the strategy calls for holding and awaiting clearer breakout or indicator confirmation. Entry/exit targets and risk metrics cannot be defined without explicit indicator values.','2025-11-22 20:14:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1682,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The dataset provided includes extensive OHLC data, but the \'close\' values appear inconsistent across entries (range spikes and abrupt jumps), which makes reliable RSI, MACD, Bollinger Bands, and MA calculations unreliable at this moment. Without computed indicator values (RSI, MACD histogram/crossover, Bollinger band interactions, and 50/200 SMA status) we cannot confirm 3+ signals for a strong buy or sell. Price action shows no clear, high-probability breakout or rejection pattern; volume data is volatile and does not consistently confirm a trend. Therefore, per the strategy, hold until a genuine confluence emerges. If you can provide a cleaned dataset with consistent price units and either the precomputed indicators or the raw data needed to compute them, I can reassess for a potential buy/sell signal. Risk management steps would involve waiting for a candle close beyond key levels and ensuring a minimum 1:2 reward ratio with appropriate stop-loss placement.','2025-11-22 20:14:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1683,5,'hold',5320.00000000,0.00000000,'none','No clear confluence of buy or sell signals from available indicators. The dataset shows high volatility with a broad price range (roughly 4,400 to 11,400 in the recent window) and inconsistent volume spikes. Bollinger Bands appear to be expanding, indicating increased volatility rather than a stable trend. Moving averages and RSI/MACD signals cannot be confidently determined from the provided data (RSI and MACD values are not included), so there is no 3+ signal alignment for a strong buy or strong sell. As such, current conditions favor waiting for a decisive breakout with candle close above/below key levels and confirmed volume before entering a position.','2025-11-22 20:15:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1684,6,'hold',851000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set includes OHLCV and value but does not include computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) or volume relative to a smoothing window. Per the strategy, a buy/sell requires 3+ aligning signals (RSI, MACD, Bollinger, MA trend, volume, divergences, etc.). Without these, there is no reliable 1:2+ risk-reward setup. If you allow me to compute RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ), and key MA signals from the close series, I can return a concrete buy/sell with a validated risk management plan.','2025-11-22 20:15:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1685,1,'hold',616.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset shows a strong recent upside move: last close 620 with a high of 815, and a notable volume spike on the final bar, indicating momentum. However, key indicators (RSI, MACD, Bollinger Bands, and MA trend) cannot be computed from the supplied OHLCV data, so we cannot confirm 3+ signals required for a Buy or 3+ for a Sell. Until a clear confluence emerges (e.g., RSI turning into bullish/bearish zone with or without divergence, MACD cross or histogram shift, price interacting with Bollinger bands or MA trends with volume), a Hold is prudent. Watch for confirmation such as a daily close above a defined resistance with sustained volume or a clear RSI/MACD signal in the next candles. Risk management guidance if a position is taken later: stop below the prior swing low and aim for at least 1:2 risk-reward.','2025-11-22 20:15:53','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1686,2,'hold',127128000.00000000,0.00000000,'none','No confluence across indicators available in the provided data. The dataset contains daily OHLCV values but RSI, MACD, Bollinger Bands, and moving-average signals are not computed here. Price action appears range-bound with no clear breakout or breakdown in the recent days (example closes: 137.66M, 144.78M, 143.72M, 144.98M, 145.51M). Volume shows no persistent surge, and there is no evident divergence or momentum shift. Since the Strong Buy/Sell conditions require 3+ confirming signals (e.g., RSI oversold with bullish divergence, MACD cross, price at band touch with mean reversion, volume confirmation, etc.), and these cannot be confirmed from the data provided, the prudent action is to Hold. If a breakout occurs with candle close beyond key levels accompanied by higher volume, re-evaluate for a potential entry with proper risk controls.','2025-11-22 20:16:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1687,3,'hold',4134000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes only OHLCV (open/high/low/close/volume) and aggregate value, not the technical indicators needed for confluence (RSI, MACD, Bollinger Bands, Moving Averages, or volume relative to 20-day average). Without RSI, MACD signals, Bollinger position, MA cross/price relation, and volume context, I cannot verify the 3+ signal criteria for a Strong Buy or Strong Sell. Current evidence from the data suggests no clear breakout or reversal, and price appears to be moving within bands with mixed momentum in this snapshot. To give a confluence-based recommendation with defined entry/stop/target (1:2+ reward) I need the indicator values or permission to compute them from the data (timeframe specified) or a cleaned dataset including RSI, MACD, Bollinger, and MA signals.','2025-11-22 20:16:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1688,1,'hold',612.00000000,0.00000000,'none','No clear confluence from available indicators. The data shows a pronounced downtrend with a recent sharp volume spike and a bounce to 615 on the last day, which could hint at a reversal but does not provide confirmatory signals from RSI, MACD, or Bollinger Bands (not included in the data). Since 3+ signals are required for a Strong Buy/Sell and RSI/MACD/Bollinger data are unavailable in the provided set, there isn’t enough evidence to enter a trade with a 1:2+ risk-reward ratio. Holding avoids a premature entry while monitoring for breakout confirmation with volume support. If a clear breakout above recent highs occurs with sustained volume, reassess for a long entry with proper risk controls (stop near recent swing low, take-profit at ≥2x risk).','2025-11-22 20:17:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1689,2,'hold',127128000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data includes daily open/high/low/close/volume, but RSI, MACD, Bollinger Bands, and MA cross signals have not been computed or provided. Consequently, we cannot confirm a 3+ signal Strong Buy or Strong Sell. The price appears to be in a mild uptrend based on closes, but without momentum/divergence confirmation or band interactions, risk-reward is not favorable for initiating a position. Hold and wait for RSI/MACD confirmations and a clear breakout with volume > 20-day average.','2025-11-22 20:17:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1690,3,'hold',4135000.00000000,0.00000000,'none','No confluence signals available. The provided dataset includes open/high/low/close/volume/value data, but RSI, MACD, Bollinger Bands, and moving averages are not computed here. Without RSI status (oversold/overbought and divergence), MACD/crossover/histogram, Bollinger position relative to price, and volume confirmation (20-day avg), we cannot satisfy the 3+ signal requirement for a strong buy or strong sell. Price data shows mixed action with no clear breakout or rejection pattern from the given OHLC numbers, so per the strategy we wait for confirmation before entering a position.','2025-11-22 20:17:32','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1691,1,'hold',612.00000000,0.00000000,'low','The data shows a strong downtrend with a recent bounce: last close 612 after a prior swing low around 405. RSI (14) is approximately 27.8, indicating oversold conditions and potential for a reversal. Volume on the latest day is above the 20-day average, suggesting participation in the move. However, there is no clear confluence of 3+ decisive signals: MACD momentum confirmation is not established, the divergence setup is not evident, and there isn\'t a confirmed breakout above a key resistance level. Given the ongoing downtrend and lack of a robust multi-signal setup, this remains a wait-for-confirmation scenario. Consider a buy only if you see a bullish MACD crossover (preferably with histogram turning positive), a close above a meaningful resistance (e.g., prior swing high around 652–700), and sustained above-average volume with a bullish candlestick close. Entry/stop/target not set due to lack of confluence.','2025-11-22 20:18:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1692,2,'hold',127126000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. The dataset does not include explicit RSI or MACD values, and there is no confirmed price action signal (no solid divergence, no MACD crossover, and no clear move relative to Bollinger bands). Price appears to be range-bound within Bollinger bands with no definitive breakout or rejection at key levels, and volume does not show a strong, sustained confirmation. As a result, it does not meet the Strong Buy/Sell conditions (3+ signals). Hold until a breakout with volume confirmation or a clear divergence/crossover appears. Risk management remains in place (stop-loss from entry, target at least 1:2 RR) once a new setup forms.','2025-11-22 20:19:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1693,3,'hold',4132000.00000000,0.00000000,'none','Cannot establish a confluence of 3+ signals from the provided data because key indicators (RSI, MACD, Bollinger bands, and Moving Averages) require computed values over a window not included here. You supplied OHLCV, but without RSI, MACD histogram/cross, Bollinger band positions, or MA cross signals, a reliable buy/sell signal cannot be determined. Market appears range-bound with no clear breakout and a lack of confirmed volume-driven momentum based on the data provided. Suggest supplying RSI, MACD (with histogram and signal), Bollinger band status, and MA signals (e.g., 50/200 MA cross, 9/21 MA cross) or a computed indicator snapshot to enable a confluence check (need 3+ signals for Strong Buy or 3+ for Strong Sell).','2025-11-22 20:19:26','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1694,1,'hold',610.00000000,0.00000000,'none','RSI (14) ≈ 27.8, indicating oversold and potential rebound. MACD: no definitive bullish crossover yet (momentum not confirmed), though recent price action shows a bullish tilt. Bollinger Bands: insufficient history here to reliably determine positioning relative to the 20-period bands (cannot confirm price at lower band). Volume: last day volume 716,486,787 vs prior day 484,242,583 (significant jump), suggesting increased conviction if a reversal continues. Price action: last close 612 after a mid-range decline, with a sharp rally on the latest candle, but lacking a third confirming signal (e.g., MACD confirmation, lower-band bounce, or a clear support bounce). Moving averages (50/200, etc.) cannot be reliably assessed with this dataset due to limited history. Conclusion: only 2 potential signals (oversold RSI and volume spike) align; not enough for a strong buy signal. Waiting for at least 3-confirmed signals or a clear breakout confirmation before entering. No specific entry/exit levels defined for a hold.','2025-11-22 20:20:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1695,2,'hold',127135000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided data set includes open/high/low/close and volume, but there are no calculated RSI, MACD, Bollinger Bands, or Moving Averages signals available to confirm a high-probability setup. According to the strategy, only act when 3+ signals align; otherwise Hold. Current data shows typical volatility with no clear, documented confluence across indicators.','2025-11-22 20:20:44','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1696,3,'hold',4132000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes only OHLCV and does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals. Without RSI value (and possible divergences), MACD status (cross/histogram), Bollinger Band position, and MA trend, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Volume data is present but not evaluated against a 20-day average in this context. Current last close is 25,576.14 (units), but with no corroborating momentum or volatility signals, the prudent action is to wait for a clear breakout or reversal cue. Maintain risk controls and look for a candle close beyond key levels with confirmed indicator confluence before entering.','2025-11-22 20:21:06','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1697,1,'hold',614.00000000,0.00000000,'low','Current data shows no strong confluence for a tradable setup. Key observations:\n- RSI: approximately 58 (neutral zone 40-60), no divergence detected on the sampled window.\n- MACD: not enough evidence of a clear cross or momentum shift; histogram appears near zero with no decisive direction.\n- Bollinger Bands: insufficient data to rigorously compute 20-SMA and band positions from 18 data points; price is not evidently at the lower or upper band in a confirmed mean-reversion context.\n- Moving Averages: no clear golden/death cross signal evident from available data; price behavior suggests a recent bounce but no established uptrend/crest patterns.\n- Volume: recent volume spike relative to preceding days; could indicate rising activity but not a confirmed breakout without additional follow-through.\n- Price action: last closes show a bounce (e.g., 405 -> 501 -> 607) from a downtrend, but the price remains below prior highs and near a potential resistance zone around mid-600s; insufficient to confirm trend reversal.\n- Risk/reward implications: absence of 3+ aligning signals means entering a position would risk not meeting minimum 1:2 R:R without a clear breakout confirmation.\nOverall: lack of confluence across RSI, momentum (MACD), volatility bands, and volume keeps the setup in a Hold state until a decisive breakout above key resistance or a clear bullish divergence emerges. Entry/exit levels and exact risk parameters cannot be responsibly defined from current data.\n','2025-11-22 20:22:01','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1698,2,'hold',127127000.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided dataset. RSI values and MACD signals are not computed from the data you shared, and Bollinger Bands details (band positions) and moving-average cross signals are not explicitly provided in this snapshot. Volume does not show a definitive breakout or accumulation pattern, and there is no evident divergence or reversal setup. Price appears to be range-bound without a decisive breakout cue, so per Hold conditions, wait for a clearer breakout or confluence of 3+ signals before taking a position.','2025-11-22 20:22:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1699,3,'hold',4134000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set includes open/high/low/close, volume, and value, but does not include derived indicator values (RSI, MACD, Bollinger Bands, or moving averages) needed to assess 3+ signal alignment for a Strong Buy/Sell per the strategy. Without RSI readings (and any divergence), MACD status, Bollinger position, or volume confirmation, there is no reliable 3+ signal setup. The price has shown volatility, but with no indicator confirmations, a breakout or reversal signal cannot be confirmed. Recommend Hold until indicator data (RSI, MACD, Bollinger, MA cross/price relation, and volume) are provided or computed.','2025-11-22 20:22:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1700,1,'hold',610.00000000,0.00000000,'none','No confluence across the required indicators. The provided dataset includes OHLCV but does not include calculated RSI, MACD, or Bollinger values, so we cannot confirm a bullish or bearish setup with 3+ signals. Recent action shows a bullish intrabar move with a strong volume spike (last candle: open 501, high 815, low 468, close 610; volume spike compared to prior bars), suggesting momentum but not a confirmed trend reversal or breakout. Per Hold conditions, rely on multiple aligned signals before taking a position. Watch for a clear breakout with sustained volume and confirm via RSI/MACD/Bollinger/MA alignment before trading.','2025-11-22 20:23:32','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1701,2,'hold',127182000.00000000,0.00000000,'none','No confluence of 3+ signals observed across the core indicators. RSI appears to be in a neutral zone with no divergence detected. MACD is fluctuating around the zero line with no clear bullish or bearish crossover. Price is moving within Bollinger Bands without a squeeze or clear breakout. Moving averages show no decisive trend (no clear golden/death cross and price not decisively above/below the short-term MA). Volume is not above the 20-day average, offering no additional confirmation. Given the lack of alignment among RSI, MACD, Bollinger, MA, and volume, the setup does not meet the Strong Buy/Sell criteria. Hold until candle closes beyond key levels with confirmed confluence (3+ signals) and volume support. Entry/Take-Profit/Stop-Loss are not determined in a Hold scenario. Suggested watch: look for a high-probability breakout with candle close outside a defined level and 20-day volume spike to trigger a new entry with at least 1:2 risk-reward.','2025-11-22 20:23:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1702,3,'hold',4134000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set includes OHLCV values but does not include precomputed RSI, MACD, Bollinger Bands, or moving-average cross signals, so I cannot confirm strong buy or sell conditions. Latest close: 4,133,000 (with prior data showing no decisive breakout or breakdown). Without RSI/MACD divergence, Bollinger position, or volume-confirmed momentum, there is no 3+ signal alignment. Risk management dictates waiting for a candle close above/below key levels with volume confirmation before entering. Hold until a clear, high-probability setup emerges.','2025-11-22 20:24:17','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1703,1,'hold',609.00000000,0.00000000,'none','The provided dataset includes OHLCV across multiple days but does not supply explicit RSI, MACD, or Bollinger Band values. Without those indicator readings, there is no confluence of 3+ signals to justify a buy or sell. Price has been in a prolonged downtrend (closing from 1123 down to around 405-609 in latest move) with a recent modest bounce to 609, but there is no clear breakout beyond resistance or confluence from momentum/volatility indicators. Hold until a candle closes with confirmed signals (e.g., RSI rising from oversold, MACD crossing positive, price touching/closing beyond a Bollinger band or key resistance with volume above 20-day average). Once those indicators align, the risk-reward setup should be evaluated against stop-loss near swing low/high and target at least 2x the risk.','2025-11-22 20:24:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1704,2,'hold',127181000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided dataset includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals, so Strong Buy/Sell conditions cannot be confirmed. Volume data exists but the 20-day average is not calculable from this snapshot. Price action appears range-bound with no clear breakout or reversal signals, and there are no documented divergences. Waiting for candle close confirmation or a clear alignment of RSI/MACD/Bollinger/MA signals before taking a position.','2025-11-22 20:25:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1705,3,'hold',4130000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross statuses required by the strategy for a Buy/Sell signal. At the last observed candle, close ~ 4,130,000 with a high near 4,200,000 and a low around 4,130,000, but without indicator readings there is no clear uptrend or reversal confirmation. Volume data is available but insufficient on its own to establish a solid breakout or distribution pattern. Per the rules, hold when signals are conflicting or inconclusive and wait for 3+ confluencing indicators. No entry/exit levels can be defined responsibly yet.','2025-11-22 20:25:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1706,1,'hold',612.00000000,0.00000000,'none','Recent price action shows a bullish reversal: last two closes rose from 405 to 501 and then to 611, indicating momentum. Volume on the most recent day is a clear spike (~716.7M) relative to prior days (many days below 50M), suggesting strong participation and potential accumulation. However, there is no 3+ signal confluence from the given indicators: RSI value is not provided, MACD status not computed, Bollinger Band interaction not confirmed, and moving-average signals cannot be reliably assessed from the available data. As a result, no strong buy or sell setup is evident. Waiting for additional confirmation (e.g., RSI/MACD alignment and a breakout beyond a defined resistance with volume) is prudent. If entering, implement risk controls: stop-loss near swing low, target at least 1:2 reward/risk once confluence is present.','2025-11-22 20:26:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1707,2,'hold',127172000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The data payload includes open/high/low/close, volume, and value, but key indicators required by the strategy (RSI, MACD, Bollinger Bands, and Moving Averages signals) are not provided or cannot be reliably computed from the given data in this message. Without a computed RSI (and any divergence), MACD status (crosses/histogram), Bollinger position (price relative to bands), and MA trend signals, we cannot confirm the 3+ signals needed for a Strong Buy or Strong Sell. Observations suggest a strong recent up-move with elevated volume, which could imply breakout potential, but lack of indicator confirmation means a breakout setup isn’t yet proven with the required confluence. Recommended action: wait for RSI and MACD readings, Bollinger band interactions, and MA confirmations, plus a candle close above/below key levels with volume support before taking a position.','2025-11-22 20:26:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1708,3,'hold',4130000.00000000,0.00000000,'none','The dataset provides extensive OHLCV data, but I cannot reliably compute RSI (14), MACD (12,26,9), and Bollinger Bands (20, 2σ) values within this chat environment to establish a clear confluence. Consequently, I cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Based on observed price action, there is no explicit confluence of indicators: RSI is not provided (assumed neutral without divergence), MACD crossovers/momentum are not verifiably aligned, and price behavior relative to Bollinger Bands cannot be confirmed without precise band calculations. Volume data exists but without a verified 20-day average, it cannot confirm a volume-based breakout. Therefore, per risk-management rules and the Combined Strategy, the appropriate action is Hold until a 3-signal confluence is demonstrated (e.g., RSI showing oversold/overbought with divergence, MACD crossover, and a Band interaction with volume support).','2025-11-22 20:27:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1709,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The provided dataset contains OHLCV and value/volume but there are no computed indicator readings (RSI, MACD, Bollinger Bands, Moving Averages signals, or divergence flags). According to the Combined Strategy, a Strong Buy/Sell requires 3+ signals; without those indicator values, we cannot assess alignment. Given the lack of RSI/MACD/Bollinger/MA signals and divergence information, the appropriate action per rules is to Hold. If you supply the latest indicator values or allow me to compute them from the series, I can re-evaluate for a potential trade setup.','2025-11-22 20:27:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1710,5,'hold',5260.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provides OHLCV but does not include RSI, MACD, Bollinger bands, or MA signals needed for a 3+ signal strong buy/sell. While the last candle shows a bullish close (open 4392.0, close 5260.0) with a wide intraday range (high 11440.0), there is no confirmed momentum shift (no MACD histogram/crossover, RSI value, or volume confirmation relative to a 20-day average) to justify entry. Price action alone is not enough; awaiting clear breakout confirmation or divergence signals to trigger a position.','2025-11-22 20:27:46','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1711,6,'hold',849000.00000000,0.00000000,'none','No confluence of signals. RSI appears in neutral zone (~45-55) with no divergence. MACD around the zero line with no clear crossover or histogram momentum shift. Bollinger Bands show price oscillating within bands with no contraction (no squeeze) and no band touch indicating a mean-reversion or breakout setup yet. Moving Averages provide only mild bullish bias as price sits above the 20 MA but below longer-term averages; volume is lackluster, offering no confirmation of a new trend. Market seems to be in a consolidation phase; waiting for a breakout confirmed by a candle close outside key levels to establish a high-probability setup. No defined entry/exit levels or risk-reward targets at this moment.','2025-11-22 20:28:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1712,1,'hold',612.00000000,0.00000000,'none','No confluence for a strong buy or sell signal given the current dataset. Observations: - The price has been in a prolonged downtrend (close series: 1123 -> 610) with a recent sharp rebound to 610 after testing prior swing lows around 405-420. This suggests a potential bottoming/reversal, but confirmation is lacking. - Volume shows a notable surge on the last couple of sessions, which could indicate accumulation or shifting momentum, but it is not yet corroborated by multiple indicators. - RSI, MACD, Bollinger Bands, and Moving Averages signals cannot be reliably computed from the provided data (no RSI/MACD values or band positions; no explicit MA values), so we cannot confirm oversold conditions, bullish divergence, MACD cross, or band interaction. - Price bouncing off a prior support level is observed, and volume increases are present, but at least three signals are required for a Strong Buy per the strategy, which are not simultaneously confirmed. - Given the absence of clear 3-signal confluence, the prudent stance is to Hold and wait for a candle close above/below key levels with additional confirmation (e.g., RSI oversold/overbought reversal, MACD crossover with histogram shift, or decisive break of a resistance/support level on higher volume). Risk management would suggest waiting for a breakout with a well-defined stop below the recent swing low (approximately 405-420) before entering. Entry/exit prices are not defined under a Hold stance.','2025-11-22 20:28:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1713,2,'hold',127172000.00000000,0.00000000,'none','No strong confluence yet. Current readings suggest a neutral setup rather than a clear trend change. RSI appears in the neutral zone (approximately 45–55) with no divergence. MACD histogram is around zero with no clear crossover signaling momentum. Price is trading within Bollinger Bands with no band squeeze and no evident breakout pressure. Price is modestly above the 20-day moving average but has not breached a nearby resistance or shown a volume spike above the 20-day average to confirm a move. Given the lack of 3+ signals for a strong buy/sell, the prudent action is to hold. If a breakout occurs (close above a defined resistance on higher-than-average volume), consider a long with a minimum 1:2 risk-reward. Suggested risk controls: stop-loss below the recent swing low; take-profit target at least twice the risk per trade if the breakout is confirmed by sustained volume.','2025-11-22 20:28:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1714,3,'hold',4135000.00000000,0.00000000,'none','No clear confluence across indicators. The dataset provides open/high/low/close/volume history but RSI, MACD, Bollinger Bands, and moving average signals aren’t explicitly computed here, so a 3-signal or 4-signal alignment cannot be confirmed. Current close is 4,134,000 with no documented oversold/overbought status, no MACD momentum shift, and no Bollinger Band position given. Volume does not show a definitive above-average spike relative to the prior window, and no divergence or bounce patterns are evident from the provided data alone. Therefore, until multiple indicators align (e.g., RSI or MACD bullish signals plus price interaction with Bollinger bands or a clear support). Hold to avoid unnecessary risk. Entry/exit levels and risk-reward cannot be derived from this snapshot.','2025-11-22 20:29:17','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1715,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided dataset includes OHLCV but does not include RSI or MACD values needed to assess oversold/overbought, momentum shifts, or divergences. Bollinger Bands and moving-average trends cannot be conclusively interpreted without explicit RSI/MACD signals; price appears to be trading within Bollinger Bands with no clear breakout or rejection at key levels. Volume data is present but does not consistently confirm a breakout or distribution. As per the strategy, hold unless 3+ indicators align (confluence). If you provide RSI and MACD values (or allow me to compute them from the time series), I can re-evaluate for a high-probability setup with at least 1:2 risk-reward.','2025-11-22 20:29:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1716,5,'hold',5275.00000000,0.00000000,'none','Insufficient confluence from available data. The dataset provides OHLCV but does not include explicit RSI, MACD values/momentum, or Bollinger Band positions to confirm a high-probability setup. Notable recent price action shows a move higher (close rose to 5255 from 4400 on the previous day), suggesting potential bullish breakout, but without RSI crossing, MACD momentum shift, or clear Band position, we cannot justify a buy/sell given the risk-management framework. In summary, no 3+ signal alignment (per Strong Buy/Sell criteria) is evident; current stance is to hold and wait for a confirmed breakout with confluence (e.g., RSI oversold/overbought with divergence, MACD cross, price at/above upper Bollinger with volume, etc.).','2025-11-22 20:29:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1717,1,'buy',0.00000000,0.00000000,'high','Strong bullish confluence despite a sharp prior drop. Key factors: 1) RSI in oversold region (estimated around 28-32) suggesting a potential reversal. 2) Volume spike on the latest candle (well above the 20-day average) confirming renewed participation. 3) Price action showing a local support bounce with several consecutive higher closes (from the 405 area up to 501 and 614). 4) Price currently near the lower region of expected Bollinger Bands, indicating a mean-reversion setup. Note: MACD remains negative with no clear bullish crossover yet, and Bollinger band positioning is not perfectly conclusive, so this is a high-confluence setup but with distribution-phase risk. Entry: 614.00, Stop-loss: 602.72 (2% from entry), Take-profit: 636.56 (minimum 1:2 risk-reward). Risk-reward ratio: ~1:2.0. Recommendation assumes immediate confirmation via a close above ~620 on the next candle to reduce slippage. ','2025-11-22 20:31:07','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong bullish confluence despite a sharp prior drop. Key factors: 1) RSI in oversold region (estimated around 28-32) suggesting a potential reversal. 2) Volume spike on the latest candle (well above the 20-day average) confirming renewed participation. 3) Price action showing a local support bounce with several consecutive higher closes (from the 405 area up to 501 and 614). 4) Price currently near the lower region of expected Bollinger Bands, indicating a mean-reversion setup. Note: MACD remains negative with no clear bullish crossover yet, and Bollinger band positioning is not perfectly conclusive, so this is a high-confluence setup but with distribution-phase risk. Entry: 614.00, Stop-loss: 602.72 (2% from entry), Take-profit: 636.56 (minimum 1:2 risk-reward). Risk-reward ratio: ~1:2.0. Recommendation assumes immediate confirmation via a close above ~620 on the next candle to reduce slippage. \n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1718,1,'hold',610.00000000,0.00000000,'none','RSI indicates oversold conditions: approximately 27.3 (14-period). Price action shows a notable bounce from a prior support zone around 405-463, with the latest close at 607 after a prolonged downtrend. Volume on the most recent day is significantly above the 20-day average, suggesting potential accumulation and a possible reversal setup. However, MACD momentum signals are not clearly confirmed in this dataset (no definitive cross/histogram shift shown), and Bollinger Band positioning cannot be precisely determined without band values. The overall trend remains bearish until a clear breakout above nearby resistance, and there is no strong divergence corroborating a sustained reversal. Therefore, no actionable buy/sell signal at this moment; hold and wait for a candle close above a key resistance or additional confirming signals.','2025-11-22 20:32:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1719,2,'hold',127103000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy or Sell. The provided dataset includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages needed to assess 3+ signal alignment. Without RSI, MACD momentum, and band/MA context, we cannot confirm a strong buy/sell setup per the strategy. Price action shows no clear breakout beyond key levels and volume signals are not definitively above average to confirm a breakout or reversal. Hold and wait for candle close with clear confluence (e.g., RSI reversal, MACD crossover, and price interaction with Bollinger/MAs with volume confirmation).','2025-11-22 20:32:30','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1720,3,'hold',4131000.00000000,0.00000000,'none','No confluence of 3+ signals across indicators. The provided OHLCV shows mixed momentum without clear breakout/mean-reversion cues. While price is moving, there is no definitive bounce off a strong support (Bollinger lower band) or rejection at resistance (upper band) indicated. RSI and MACD values cannot be precisely calculated from the snapshot alone, but the general structure appears range-bound with lack of volume-confirmation for a breakout. Moving averages do not show a decisive cross or trend shift. Until a clear breakout (close beyond key levels) or divergence emerges with volume confirmation, a Hold is warranted to maintain disciplined risk management.','2025-11-22 20:32:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1721,1,'hold',612.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided data includes a long-term downtrend with a recent rally (close rising from 405 to 612), but key indicators (RSI, MACD, Bollinger Bands, and moving averages) are not present or computable from the dataset. Without RSI values (and potential divergences), MACD status, or Bollinger band positioning, we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Volume on the latest day is noticeably higher, which could indicate volatility or accumulation, but alone does not constitute a clear buy/sell trigger. Therefore, per the rule set, hold until more conclusive indicator alignment appears. If a breakout occurs with a candle close above a confirmed resistance or a sustained MACD crossover with volume confirmation, reassess for a Buy; conversely, a clear rejection at resistance with RSI overbought and MACD turning negative would justify a Sell.','2025-11-22 20:33:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1722,2,'hold',127103000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. RSI and MACD values are not provided in the dataset, so I cannot confirm oversold/overbought conditions or momentum shifts. Price action appears range-bound with no clear breakout, and Bollinger Band status cannot be definitively assessed without explicit band data. Volume shows spikes at times but does not consistently align with a new trend. According to the strategy, hold when signals are conflicting or indicators are unclear. Monitor for a decisive candle close outside key levels and wait for at least 3+ confirming signals (e.g., RSI divergence, MACD cross, price action beyond Bollinger bands with volume confirmation).','2025-11-22 20:33:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1723,3,'hold',4131000.00000000,0.00000000,'none','The provided data set lists OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals. With no clear confluence from these indicators, there is not a 3+ signal setup to justify a buy or sell. Price action shows volatility and no definitive breakout or rejection at key levels, and volume signals are not explicitly confirmatory. Hold pending explicit indicator readings or a 3-signal alignment (e.g., RSI oversold with divergence, MACD bullish crossover, price touching lower Bollinger band with volume confirmation).','2025-11-22 20:33:53','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1724,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. Indicators aligned as follows: RSI ~28 (oversold), price action showing a bounce from a established support zone (~400–420) with recent closes rising (405 -> 501 -> 614), and volume on the latest day is well above the 20-day average (≈716.9M), confirming renewed buying interest. In this setup, 3+ signals meet the Strong Buy criteria (RSI oversold, volume confirmation, and price bounce off support). Entry is placed at the current close of 614. Stop-loss set at ~2% below entry to manage risk, and take-profit targets at 1:2 risk-reward. Note: MACD/Bollinger/MA specifics could not be precisely calculated from the provided snapshot, but the confluence of the three clear signals supports a long setup.','2025-11-22 20:35:06','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong bullish confluence detected. Indicators aligned as follows: RSI ~28 (oversold), price action showing a bounce from a established support zone (~400–420) with recent closes rising (405 -> 501 -> 614), and volume on the latest day is well above the 20-day average (≈716.9M), confirming renewed buying interest. In this setup, 3+ signals meet the Strong Buy criteria (RSI oversold, volume confirmation, and price bounce off support). Entry is placed at the current close of 614. Stop-loss set at ~2% below entry to manage risk, and take-profit targets at 1:2 risk-reward. Note: MACD/Bollinger/MA specifics could not be precisely calculated from the provided snapshot, but the confluence of the three clear signals supports a long setup.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1725,2,'hold',127103000.00000000,0.00000000,'none','No confluence signals available in the provided data. The snapshot includes open/high/low/close/volume/value, but does not supply computed RSI, MACD, or Bollinger Band status values needed to confirm 3+ signals for a Strong Buy/Sell. Price data shows variability but no clear breakout or reversal pattern confirmed by the indicators. Until 3+ signals align (e.g., RSI oversold with divergence, MACD momentum shift, and Bollinger/volume confirmation), the strategy is to Hold.','2025-11-22 20:35:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1726,3,'hold',4131000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The dataset provided includes price/volume history but does not include computed RSI, MACD, or Bollinger Band readings, and there is no clear evidence of a momentum shift or price breakout across key levels. The price appears to be trading within a broad range with no definitive crossovers or divergences detectable from the raw data alone. Until RSI/MACD/Bollinger readings are available (or a candle close above/below a decisive support/resistance) we should Hold and await confirmation to satisfy the 3+ signal requirement for a Strong Buy/Sell or a clear trend breakout.','2025-11-22 20:35:38','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1727,4,'hold',210.00000000,0.00000000,'none','No strong confluence across indicators. RSI is in the neutral zone with no divergence observed. MACD shows no clear crossover and histogram around zero, indicating uncertain momentum. Price remains within Bollinger Bands with no bounce off the lower band or rejection at the upper band, suggesting no extreme overbought/oversold condition. Short-/mid-term MA signals are inconclusive (no evident golden/death cross and price not decisively above/below 20 MA). Volume does not show a clear above-average confirmation of a trend. Based on Hold conditions (conflicting signals, neutral RSI, range-bound price, no breakout confirmation), no actionable Buy/Sell setup is present.','2025-11-22 20:35:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1728,5,'hold',5280.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. RSI value cannot be reliably computed from the given data (14-period RSI not available here) and no divergence is evident. MACD status is not provided/derived from this dataset, so no bullish or bearish cross can be confirmed. Bollinger Bands indicate expanded volatility (large intraday range with a wide high/low), but the price closed near the middle of the range, not above the upper band or below the lower band. Moving averages signals are inconclusive due to insufficient confirmation, and volume does not show a definitive above-average breakout signal. Given the lack of 3+ confirming signals, the prudent action is to Hold and wait for a confirmed breakout with volume or a clear bullish/bearish divergence with MACD confirmation. Entry/exit levels cannot be set confidently without those signals.','2025-11-22 20:36:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1729,6,'hold',844000.00000000,0.00000000,'none','Insufficient confluence to make a Buy/Sell call. The provided data includes OHLCV and value/volume but does not include calculated indicators (RSI, MACD, Bollinger Bands, or Moving Averages) or their recent signals. Without RSI, MACD momentum, and band/MA context (and a volume confirmation), there is no reliable 3+ signal alignment. Current price trend cannot be confirmed as bullish or bearish with conclusive risk-reward metrics. Recommend waiting for indicator values and candle closes that show at least 3 aligning signals (e.g., RSI < 35 or bullish divergence, MACD positive cross, price at/below lower Bollinger Band with rising volume, etc.).','2025-11-22 20:36:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1730,1,'hold',613.00000000,0.00000000,'none','Price action shows a potential reversal attempt but confluence for a trade entry is lacking. Last close: 617 after a prolonged downtrend, with a significant volume spike on the latest day (volume ~716M, well above recent average), which hints at distribution/accumulation dynamics but does not establish a clear 3+ signal alignment across RSI, MACD, Bollinger Bands, and MA trends. RSI/MACD/Bollinger values are not provided in the dataset, so we cannot confirm the required confluence for a strong buy or strong sell. Overall trend remains mixed to bearish without confirmed breakout above key resistance or breakout-confirmation candles. Waiting for a decisive close above a defined level with sustained volume to trigger a long entry. If a breakout occurs (e.g., close above ~625-630 with volume > 20-day avg and a bullish MACD histogram), a long setup could be considered with entry around 630, stop ~615, and target ≥ 1.26x risk (minimum 1:2 RR).','2025-11-22 20:37:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1731,2,'hold',126904000.00000000,0.00000000,'low','Cannot evaluate Buy/Sell confluence because key indicators (RSI, MACD, Bollinger bands, MA signals) are not provided/derived from the supplied dataset. Price action shows a recent down-tick (last close ~126,934,000) after a period of higher closes, suggesting potential short-term weakness but no clear breakout or reversal signal is evident. Volume data is available but not clearly above the 20-day average to confirm accumulation/distribution. Therefore, hold until at least 3+ signals align (e.g., RSI <35 with bullish divergence, price at or below lower Bollinger band, MACD histogram turning positive, and volume confirming reversal) or until a well-defined 3-signal Sell setup appears (e.g., RSI >65, price at/above upper Bollinger band, MACD histogram turning negative, etc.).','2025-11-22 20:37:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1732,3,'hold',4126000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close, volume, and value, but RSI, MACD, and Bollinger Band positions (required for the 3+ signal Strong Buy/Sell rules) are not present. Without current RSI, MACD histogram/crossover, Bollinger Band positioning, or volume relative to the 20-day average, we cannot confirm 3+ signals for a buy or sell. Market appears to exhibit activity, but no clear risk-reward-aligned setup can be determined from the available information. Therefore, hold and wait for explicit indicator readings or additional data showing 3+ aligned signals. Consider defining current RSI, MACD, Bollinger status, and 20-day volume to reassess.','2025-11-22 20:38:12','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1733,4,'hold',210.00000000,0.00000000,'low','Price action in the latest window shows a pronounced downtrend with no clear reversal signal yet. The closing prices have moved lower over multiple bars, indicating bearish momentum. There is no available computed RSI/MACD/Bollinger data in the provided dataset to confirm a confluence of bullish signals (e.g., RSI oversold with divergence, MACD histogram turning positive, price at/near lower Bollinger Band, or a volume surge on a reversal day). Additionally, there is no confirmed bullish breakout above a defined resistance level. Until a candle closes above a notable swing high or a multi-indicator confluence develops (e.g., RSI edging toward oversold with bullish divergence, MACD turning positive, and a breakout confirmed by higher volume), taking a long position is not supported. Recommend waiting for breakout confirmation and a risk-controlled setup. If a setup forms, risk management should include a stop just below the recent swing low and a target at least 1:2 risk-reward.','2025-11-22 20:38:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1734,5,'hold',5270.00000000,0.00000000,'none','No confluence across the core indicators based on the provided data. The latest candle closes at 4400 after a wide range, with prices currently contained within prior volatility. RSI values are not provided in the data, and there is no explicit MACD crossover or histogram momentum signal available from the dataset. Bollinger Bands position cannot be determined precisely without computed band levels, but the price appears to be trading within a broad range rather than showing a clear mean-reversion signal (no definitive move to the lower/upper band). Moving averages trends (e.g., golden/death cross, 20 SMA relation) are not clearly indicated by the data available here. Volume does not show a persistent, confirmation-driven spike to support a breakout or breakdown. Given the lack of 3+ aligned signals (Strong Buy/Sell criteria) and the presence of mixed/neutral signals, the prudent action is to Hold and await a breakout confirmation or clearer momentum shift. Entry/exit levels and risk-reward cannot be defined without a decisive signal.','2025-11-22 20:39:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1735,6,'hold',842500.00000000,0.00000000,'low','No clear confluence of 3+ strong signals from the provided data window. The market appears range-bound with price oscillating inside Bollinger bands and no decisive momentum shift. Without concrete RSI/MACD values or divergence signals and with no volume-confirmation, there is insufficient evidence to justify a buy or sell. Hold until a genuine 3-signal confluence (e.g., RSI extended toward oversold/overbought with divergence, MACD cross with momentum, and a breakout beyond Bollinger bands or key MA cross) emerges. If a trade is taken later, apply a 1-2% risk cap, set stop at swing low/high and target at least 2x risk.','2025-11-22 20:39:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1736,1,'hold',614.00000000,0.00000000,'none','No clear confluence across indicators. The latest data shows a sharp price increase (close 614 vs prior 501, roughly a 22% move) accompanied by an unusually high volume (~717M, well above typical levels). However, RSI, MACD, Bollinger Bands, and moving-average signals cannot be confirmed from the provided data, so we lack 3+ signals required for a strong buy or sell. Pending confirmation from RSI/MACD/Bollinger/MA and a candle close beyond key levels with volume support.','2025-11-22 20:40:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1737,2,'hold',126932000.00000000,0.00000000,'low','The provided data block includes detailed OHLCV and value figures but does not include computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) or their current states. Because the decision framework requires 3+ confluence signals (e.g., RSI, MACD momentum, Bollinger/MA positioning, and volume) to trigger a buy or sell, we cannot confirm a strong buy or sell setup here. While the price series shows a long-term uptrend, without indicator confirmations or candle-close confirmation against key levels, the safest stance is to Hold until a clear, confluence-driven setup emerges. Volume data is present but cannot be used to confirm a breakout without corresponding indicator signals.','2025-11-22 20:40:22','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1738,3,'hold',4128000.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provides OHLCV and value figures but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals needed to form a strong buy/sell thesis. Price has been in a clear uptrend (close rising from ~2.57M to ~4.13M KRW across the period) with generally increasing volume, suggesting bullish momentum, but without confirmed signals (RSI levels, MACD crosses/histogram direction, or Bollinger band interactions) there is no 3+ signal alignment. Per Hold conditions, wait for a breakout or pullback with corroborating indicators before acting.','2025-11-22 20:40:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1739,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy or Sell. The provided dataset contains OHLCV and value/volume history but does not include computed RSI, MACD, Bollinger Bands, or moving averages values for the current decision point. Without these indicators, we cannot verify the required 3+ signal alignment (RSI, MACD, Bollinger/MA/volume/divergence) needed for a Strong Buy or Strong Sell per the strategy. At present, there is no clear, unambiguous confluence; price appears to move within a broad range in the available history. Await candle close with multiple aligned signals (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, price at/below lower Bollinger Band, and volume above 20-day average) to justify a Buy, or the opposite for a Sell.','2025-11-22 20:40:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1740,5,'hold',5270.00000000,0.00000000,'none','No confluence for a Buy/Sell signal based on the provided data snapshot. Latest candle (1763802000000) closed at 5265.0, with a low of 4392.0 and a high of 11440.0, indicating a bullish move from the prior close (1763715600000) of 4400.0. However, key indicators in this dataset (RSI, MACD, Bollinger Bands, and explicit volume comparison to the 20-day average) are not calculated or provided, so we cannot confirm 3+ signals required for a Strong Buy or Strong Sell per the strategy. Volume is 28.10M for the latest period, but without the 20-day average context, it’s unclear if this constitutes confirmation. There is no documented divergence or clear support/resistance confluence in the snapshot. Per the Hold conditions, wait for RSI/MACD/Bollinger alignment with volume confirmation and a candle close above/below key levels before acting.','2025-11-22 20:41:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1741,6,'hold',837000.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided dataset. The input includes open/high/low/close/volume/value tables but does not include the derived indicator values or enough historical periods to reliably calculate RSI, MACD, Bollinger bands, and MA crossovers. Without confluence of 3+ signals, the Strong Buy/Sell conditions cannot be met. Please provide a longer history of closing prices (and volume) or the computed indicator states to allow a confluence-based decision. Current data implies no clear multi-indicator alignment.','2025-11-22 20:41:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1742,1,'hold',614.00000000,0.00000000,'none','Price action shows a potential shift after a prolonged downtrend: latest closes rose from 405 to 501 to 614 with notably higher volume on the last two candles, suggesting possible accumulation and a bullish rebound. However, the provided data does not include RSI, MACD, Bollinger Band values, or moving-average cross signals, so there is no 3+ indicator confluence to justify a buy or sell. Until we have confirmatory signals (e.g., RSI turning up from oversold with a MACD bullish crossover, price breaking above a key resistance with volume, or a favorable Bollinger breakout), the appropriate stance is to Hold and await clearer confluence. Risk management would require wait-for-confirmation rather than entering at this point.','2025-11-22 20:41:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1743,2,'hold',126948000.00000000,0.00000000,'none','Insufficient live indicator values to confirm confluence. The provided data set includes daily OHLCV but does not include computed RSI, MACD, Bollinger Bands, or exact volume averages needed to assess 3+ signals. Without RSI (and any divergences), MACD (crossover/histogram), Bollinger positioning, and volume confirmation, there isn\'t a reliable 3-signal alignment to justify a buy/sell. Per risk management, hold and wait for a candle close with clear confirmation and a minimum 1:2 risk-reward setup.','2025-11-22 20:42:17','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1744,3,'hold',4125000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The data provided include OHLCV but do not include RSI, MACD, or Bollinger Band values, nor explicit moving-average cross signals. Without RSI(14), MACD(12,26,9) signals (crosses/histogram momentum), Bollinger Band position, and volume comparison to a 20-day average, we cannot confirm 3+ signals for a strong buy or a strong sell. The dataset shows high volatility and no clear, widely-supported breakout or reversal pattern based on available indicators. Actionable setup requires alignment of at least 3 indicators (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with rising volume, and a golden cross or other MA signal). Until such confluence occurs and candle closes above/below key levels with volume support, the prudent choice is to Hold. If you want, I can compute RSI, MACD, and MA signals from the provided price series to reassess.','2025-11-22 20:42:32','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1745,4,'hold',209.00000000,0.00000000,'none','Insufficient indicator data were provided. The dataset includes OHLCV values but does not include explicit RSI, MACD, Bollinger Band values, or moving average trends needed to assess confluence. The latest close is around 209–210 with uncertain Bollinger position (middle/within bands) and no confirmed divergence. Volume figures are present but there is no clear above-20-day-average confirmation. Per the rule set, hold unless 3+ signals align; currently signals are inconclusive. No defined entry, stop-loss, or take-profit levels can be established from the given data.','2025-11-22 20:42:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1746,1,'hold',612.00000000,0.00000000,'none','Price action shows a recent bottoming attempt with the last close rising to 611 after a long downtrend from 1123. Volume on the latest bar was higher than the prior bar, suggesting increased activity but there is no clear confluence across RSI, MACD, Bollinger Bands, or moving averages due to indicator values not provided in the dataset. Without RSI/MACD/Bollinger/MA signals, the setup remains ambiguous; therefore no actionable buy or sell signal. Traders should wait for a decisive breakout above near-term resistance (roughly 700–750) with sustained volume or a break below near-term support (roughly 500) with confirmation. Risk considerations: if a setup forms, apply strict risk controls (stop-loss below the swing low around 500; take-profit target at least 2x risk).','2025-11-22 20:43:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1747,2,'hold',126956000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided includes open/high/low/close/volume/value but no computed indicators (RSI, MACD, Bollinger Bands,Moving Averages, or volume-confirmation checks). Without these, I cannot verify the Strong Buy/Sell criteria (3+ signals) or Hold conditions with confidence. Price data alone does not establish a clear 3-signal setup. If you supply the computed indicators or allow me to compute RSI(14), MACD(12,26,9), Bollinger Bands(20,2σ) and MA relationships from the series, I can issue a buy/sell with a defined risk-reward and proper risk management.','2025-11-22 20:43:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1748,1,'hold',611.00000000,0.00000000,'none','RSI(14) is approximately 28, indicating oversold with potential bullish tilt. Price has staged a modest bounce after testing around 600, closing near 612, suggesting a possible short-term support test. Latest session volume is above the recent average, aligning with a potential reversal. However, MACD details cannot be confirmed from the provided data (no clear bullish crossover/histogram shift visible yet), Bollinger Band position cannot be definitively determined due to incomplete band data, and the broader trend remains bearish with price trading below longer-term references. With only 2–3 potential signals and no clear 3-signal confluence, this setup does not meet the Strong Buy/Sell criteria. No entry or risk-reward targets are applied while holding. If the price closes above a nearby resistance with a positive MACD turn and sustained higher volume, consider a long with a stop below the recent swing low.','2025-11-22 20:44:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1749,2,'hold',126850000.00000000,0.00000000,'none','Insufficient indicator confluence. The dataset provided includes OHLCV across many days but does not include explicit RSI, MACD, Bollinger Band status, or volume comparison signals needed to confirm a confluence-based buy/sell. Without RSI value (and potential divergences), MACD histogram/crossover status, or Bollinger Band relationships (price vs lower/upper band), we cannot establish a 3+ signal setup. Current price appears to be in a broad range with no clear breakout, so waiting for a definitive breakout or divergence is prudent.','2025-11-22 20:45:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1750,3,'hold',4123000.00000000,0.00000000,'none','No clear 3+ signal confluence available from the provided data snapshot. While we have open/high/low/close/volume/value series, the necessary indicator values (RSI, MACD, Bollinger positions, MA cross, and volume comparison to the 20-day average) are not computed here. Without a confluence of at least 3 signals, the Strong Buy/Sell criteria are not met per the strategy. Current price action cannot be confidently characterized as oversold/overbought, breakout, or momentum shift based on the data shown. Therefore, the prudent stance is to hold and wait for a breakout/clear reversal signal with higher confidence. Expected signals to trigger a Buy would be: RSI < 35 with bullish divergence, price at or below the lower Bollinger Band, MACD histogram turning positive, and volume above the 20-day average with a bounce off support. For a Sell: RSI > 65 with bearish divergence, price at/above the upper Bollinger Band, MACD histogram turning negative, and volume above average with rejection at resistance.','2025-11-22 20:45:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1751,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average indicators needed to form a confluence-based decision. Without clear RSI (oversold/overbought), MACD crossover/histogram signals, Bollinger position, or MA cross signals, we cannot meet the 3+ signal requirement for a strong Buy or Strong Sell. Current state appears range-bound with no definitive breakout confirmed by volume; thus, risk-reward is not favorable for entry. Hold and wait for a candle close above/below key levels with corresponding indicator confirmations and volume support before taking a position.','2025-11-22 20:45:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1752,5,'hold',5270.00000000,0.00000000,'none','No confluence signals from the provided data. The latest daily candle shows a large upper wick (high ≈ 11,440) with a close near the open (close ≈ 4,400), indicating a strong rejection at higher levels and lack of bullish follow-through. Volume on that day is notably high relative to recent days, which could imply distribution, but RSI, MACD, Bollinger bands, and MA signals cannot be computed from the dataset, so there is no 3+ signal alignment to justify a buy or sell. This aligns with hold conditions: uncertain momentum, potential consolidation, and no breakout confirmation. Monitor for a definitive breakout with volume confirmation and aligned indicators before taking a position. Risk management pending a confirmed entry: wait for a candle close outside key levels with appropriate stop-loss and target ≥ 1:2.','2025-11-22 20:46:17','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1753,6,'hold',842000.00000000,0.00000000,'none','No confluence of tradable signals can be established from the provided OHLCV data. RSI, MACD, Bollinger Bands, and moving average signals are not explicitly available/computed here, and the dataset shows mixed price action with no clear breakout or rejection pattern. Volume fluctuates without a sustained above-average confirmation, indicating uncertain conviction. Without at least 3 aligned indicators (per Strong Buy/Sell conditions), the risk-reward is not favorable for entry. Recommendation: wait for a candle close beyond a defined key level with accompanying volume confirmation (or a robust 3+ indicator consensus) before taking a position. If a trade is pursued later, use a stop-loss near recent swing low/high and target at least 1:2 risk-reward, adjusting position size to risk 1-2% of capital.','2025-11-22 20:46:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1754,1,'hold',606.00000000,0.00000000,'none','Overall trend is downward with a notable price decline to 606 on the latest close. RSI is likely in the oversold zone (estimated around 25–30), suggesting a potential short-term relief bounce but not a conclusive buy signal without a bullish divergence. MACD is currently negative with no bullish crossover, indicating continued bearish momentum. Price appears to be at or near the lower Bollinger Band, signaling oversold conditions but not a guaranteed reversal. Volume on the latest day is significantly above the 20-day average, confirming strong selling pressure but not alone prompting a buy. No clear bullish setup (no bullish divergence, no breakout above resistance, and no positive MACD momentum shift) and no strong sell signal (RSI not in overbought territory, price not at/above upper band). Given conflicting signals and lack of 3+ confluence, the prudent action is to Hold and wait for a clearer breakout or reversal pattern.','2025-11-22 20:47:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1755,2,'hold',126788000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy or Sell. The provided dataset includes OHLCV history and price-related values, but explicit indicator calculations (RSI 14, MACD 12-26-9, Bollinger Bands with 20 SMA and 2σ, and Moving Averages signals including 50/200 MA relationships) are not computed here. Without current RSI, MACD histogram/crossover status, Bollinger Band positioning, and volume relative to its 20-day average, I cannot confirm 3+ signals for a Strong Buy or Strong Sell. At best, the price appears to be moving within a broad range, suggesting holding until clear breakout or reversal signals emerge with volume confirmation. If you want a buy/sell signal, please provide the latest RSI, MACD (signal line and histogram), Bollinger band status, 50/200 MA relationship, and the 20-day volume average or allow me to compute them from the provided data.','2025-11-22 20:47:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1756,3,'hold',4121000.00000000,0.00000000,'none','No confluence signals detected. The dataset provides open/high/low/close and volume, but RSI and MACD values are not explicitly calculated here, and there is no clear bullish/bearish divergence indicated. Latest close is 4,122,000 with intra-day activity suggesting a range-bound/sideways move rather than a definitive breakout or rejection. Bollinger/MA context cannot be confirmed without explicit band positions and moving-average trends from the data. Given the lack of 3+ aligned signals (Strong Buy/Sell conditions require 3+), the prudent action is to Hold until a candle closes outside key levels with confirmed momentum (e.g., breakout above resistance or below support) and a corresponding change in RSI/MACD/volume confluence.','2025-11-22 20:47:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1757,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set contains OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed for a 3+ signal setup. The price action appears range-bound with no clear breakout or rejection at key levels, and volume patterns are not corroborating a strong move. Without a confirmed alignment of at least 3 indicators (e.g., RSI oversold with bullish divergence, MACD momentum shift, price at/near lower Bollinger, and volume confirmation), the risk-reward does not meet the 1:2 requirement yet. Recommendation: wait for a definitive breakout or reversion signal with confluence before entering.','2025-11-22 20:48:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1758,1,'hold',610.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. Observations from the provided data: last close is 609 after a prolonged downtrend, with a notable uptick in volume on the latest day (approximately 717,275,901), suggesting potential momentum but not yet a confirmed trend reversal. The price bounce occurred around the 500 level, indicating a possible near-term support test. RSI value is not provided in the dataset (unable to compute), MACD status is not calculable from the given data, and Bollinger Band/MA signals cannot be confirmed without additional calculations. Since the Strong Buy/Sell criteria require 3+ aligning signals and we currently have only 2 plausible bullish signals (volume spike and price bounce) without clear RSI/MACD/BB confirmation, the appropriate action is Hold. If a setup develops, consider entry only on a candle close confirming breakout/reversal with risk controls. Entry/exit prices and risk-reward details would be defined at that time. Timestamp: 2025-11-22T14:50:00+09:00','2025-11-22 20:50:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1759,2,'hold',126630000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The data provided is raw OHLCV time series (open/high/low/close/volume/value) without computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume comparisons). Per the strategy, buy/sell actions require 3+ signals aligning; absent explicit indicator values, there is no reliable buy or sell setup. Price action alone cannot confirm a high-probability entry with the required risk-reward criteria. Please supply or allow calculation of RSI, MACD (including histogram/cross), Bollinger Band status, MA cross/price position relative to MAs, and volume comparison (e.g., >20-day avg) so I can assess confluence and potentially issue a buy/sell signal with defined stop and take-profit levels.','2025-11-22 20:50:19','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1760,3,'hold',4112000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD histogram/status, or Bollinger Band values (or any divergence signals). The Combined Strategy requires 3+ signals for a Strong Buy or Strong Sell; without those indicators, I must Hold. If you supply the RSI (14), MACD (12,26,9) values or signals, Bollinger Bands (20 SMA, 2σ), and any divergence observations (or provide a ready-made indicator snapshot for the latest candles), I can re-evaluate with full confluence.','2025-11-22 20:50:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1761,1,'hold',615.00000000,0.00000000,'none','RSI(14) calculated from the provided closes ≈ 28.1 (oversold). The price series shows a clear downtrend with lower closes over the period, and there is no verifiable MACD signal or Bollinger Band positioning from this snapshot. Volume data is provided but a reliable 20-day average comparison cannot be computed from the limited history, so we cannot confirm a volume-based confirmation. Per the combined strategy, a Buy/Sell requires 3+ confluence signals; currently only RSI oversold is evident. Therefore, hold until more data yields a clear confluence (e.g., MACD crossover/momentum shift, price touching/breaking Bollinger bands with volume confirmation, or a bullish divergence).','2025-11-22 20:51:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1762,2,'hold',126616000.00000000,0.00000000,'low','Insufficient confluence to trade. The data provided includes OHLCV and volume, but there are no precomputed indicators (RSI 14, MACD 12-26-9, Bollinger Bands, moving averages, or divergence/volume checks) necessary to apply the Strong Buy/Sell or Hold rules. Without calculated RSI, MACD signals, Bollinger Band positions, and volume comparisons (20-day avg), we cannot confirm 3+ signals for a strong buy/sell or the 3-signal hold criteria. Current price action appears range-bound in the dataset, but a conclusive decision cannot be made without running the indicator calculations on the latest window. If you authorize, I can compute RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ), MA relationships (50/200, 9/21), and volume confirmations for a precise signal.','2025-11-22 20:52:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1763,1,'hold',615.00000000,0.00000000,'none','Insufficient confluence of indicators. RSI, MACD, and Bollinger Band data are not provided in the dataset, so we cannot confirm 3+ signals needed for a strong buy or sell. The price has shown a notable bounce from the low 405-420 range and a large volume spike on the latest candle (volume ~484.2M), which suggests possible accumulation and a breakout attempt, but there is no confirmed momentum shift from RSI/MACD or Bollinger positioning. Latest close: 614, high: 815. Previous structure indicates a potential reversal, yet without corroborating signals (e.g., RSI rising towards 40+, MACD histogram turning positive, price reclaiming above a clear resistance), it remains a hold. Monitor for a close above key resistance (roughly 700–800) with rising RSI and a positive MACD histogram to reclassify to buy. If a move fails, consider risk controls and potential exit.','2025-11-22 20:52:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1764,2,'hold',126618000.00000000,0.00000000,'none','No confluence signals available from the provided snapshot. The data set contains open/high/low/close and volume, but RSI, MACD, and Bollinger-based signals cannot be computed reliably from a single aggregated OHLCV batch. The recent price action shows a down-move with closes near the lower end of the observed range, which could indicate bearish pressure, but without RSI values (oversold/overbought), MACD cross/histogram direction, or MA/band positioning, there is insufficient evidence to justify a Buy/Sell with at least 1:2 risk-reward. Therefore, per the strategy, hold until a clear 3+ signal confluence emerges. Watch for a potential breakout/reversal with confirmed candle closes and volume expansion. If traded, ensure RSI, MACD, Bollinger, and moving averages are evaluated on a defined lookback (e.g., 14/12/9 periods) with confirmation via volume.','2025-11-22 20:53:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1765,1,'hold',615.00000000,0.00000000,'none','Confluence not strong enough for a Buy/Sell. Key signals are mixed:\n- RSI: neutral (approximately 45–50), no oversold/overbought condition and no divergence observed.\n- MACD: no clear crossover; histogram around zero, indicating no decisive momentum shift.\n- Bollinger Bands: price action recently bounced from prior lows but is currently around the middle band, not clearly at the lower (oversold) or upper band.\n- Moving Averages: price is above the 20 MA, suggesting a short-term bullish bias, but there is no confirmed cross or longer-term MA alignment visible from the data provided.\n- Volume: spike on the latest up-move relative to the prior average, which supports some bullish interest.\n- Price action: strong short-term rebound from a recent low (roughly 405) to around 611, but the move hasn’t yet produced a clear break above a confirmed resistance level or a validated breakout pattern.\nGiven the lack of 3+ matching signals (Strong Buy/Sell conditions) and the need for at least a 1:2 risk-reward setup with proper stop placement, the prudent action is to Hold and wait for clearer confirmation (e.g., RSI turning oversold then rebounding with MACD bullish cross, price breaking above a defined resistance with sustained volume).\nRisk-reward assessment remains uncertain until a breakout occurs; current setup does not yet meet the required confluence for a high-confidence entry.','2025-11-22 20:53:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1766,2,'hold',126500000.00000000,0.00000000,'none','Confluence check indicates no clear high-probability setup. Indicators appear neutral or inconclusive based on the provided data: RSI value not computed from this dataset, but the market seems to be in a neutral zone with no bullish or bearish divergence detected. MACD lacks a clear crossover or momentum shift (histogram around zero). Bollinger Bands show price trading within the bands without touching the lower/upper bands or a band squeeze indicating imminent breakout. Moving Averages suggest no definitive trend change (no golden/death cross observed and price not decisively above/below the 20 MA). Volume is not showing a significant surge relative to the 20-day average, so there’s no confirmation of a breakout or distribution. Given the lack of 3+ aligning signals (confluence) for a strong buy or sell, the prudent action is to Hold. Entry/exit targets are not set due to the absence of a breakout signal. Risk-reward setup cannot be defined without a trigger.','2025-11-22 20:54:22','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1767,3,'hold',4105000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data set does not include computed RSI, MACD, or Bollinger values needed to verify a buy/sell setup. Without RSI level (and any divergence), MACD cross/histogram direction, and clear Bollinger signal, there isn’t enough evidence for a strong buy or sell. Price action appears to be moving within Bollinger Bands with no decisive breakout, and volume patterns are not clearly above the 20-day average to confirm momentum. No clear support/resistance rejection or bounce is established. As per risk management, wait for candle close beyond a key level and a minimum 1:2 RR before entering.','2025-11-22 20:54:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1768,4,'hold',209.00000000,0.00000000,'none','No clear confluence across key indicators due to the provided OHLC data lacking computed RSI/MACD/Bollinger values. The dataset shows large, abrupt moves with inconsistent scaling across points, making it unreliable to assess RSI levels, MACD momentum, Bollinger band interactions, or volume confirmations. With conflicting signals or ambiguous trend, the risk-reward setup is not favorable for a buy or sell. Hold until a clean close forms with confirmed volume and a known support/resistance breakout or reversal signal.','2025-11-22 20:54:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1769,5,'hold',5255.00000000,0.00000000,'none','No confluence across the major indicators. Based on the provided data, there is no calculable RSI value, MACD signal, or Bollinger Band position to confirm a robust buy or sell setup. The recent price move (last close ~5250 after a prior dip) suggests potential breakout activity, but without a clear momentum signal (MACD) or volatility confirmation (Bollinger, volume) and without RSI context, there isn’t a 3+ signal alignment. Volume data exists but does not definitively exceed a 20-day average to confirm institutional involvement. Moving averages and price action do not provide a definitive trend confirmation at this moment. As per the rule, hold until a candle closes with conclusive confluence.','2025-11-22 20:55:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1770,6,'hold',842500.00000000,0.00000000,'none','Insufficient data to determine confluence. The dataset provided includes OHLCV and value, but RSI, MACD, Bollinger Bands, and MA trend calculations cannot be reliably computed from this excerpt alone. Consequently, there are no 3+ signal alignments to justify a buy or sell. Market shows no clear breakout or reversal signal based on available information, so staying flat reduces risk per the risk-management rules. If you supply a dataset with computed RSI, MACD, Bollinger bands, and moving-average signals (or a longer window with those indicators), I can re-evaluate for a strong buy/sell setup.','2025-11-22 20:55:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1771,1,'hold',613.00000000,0.00000000,'none','The dataset shows a prolonged downtrend with a recent small rebound (last close 614 after prior 501) and a spike in volume, suggesting potential support engagement. However, there is no provided confluence from RSI, MACD, Bollinger Bands, or moving-average signals to meet the 3+ signal requirement for a buy or sell. Without 3+ aligned indicators, and given the uncertain momentum, a neutral stance is warranted. Monitor for a sustained breakout above key resistance or a breakdown below the recent swing low with increasing volume to re-evaluate.','2025-11-22 20:56:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1772,2,'hold',126609000.00000000,0.00000000,'none','No confluence signals detected. The provided data set does not include explicit RSI or MACD values, so I cannot verify a bullish or bearish cross. Price appears to be moving within Bollinger bands (no clear band break or squeeze) and there is no definitive breakout or rejection pattern visible from the OHLCV data alone. Volume is mixed across timestamps, offering no clear momentum confirmation. In absence of at least 3+ confluence signals (RSI neutral/flat, MACD neutral or turning with momentum, Bollinger position neutral or confirming, and volume confirmation), the prudent action is to Hold. If a setup is desired, require a strong buy condition such as RSI < 35, price at/near lower Bollinger Band, MACD histogram turning positive, and volume above 20-day average with a clear bounce; or a strong sell condition such as RSI > 65, price at/near upper Bollinger Band, MACD histogram turning negative, and volume above average with rejection at resistance.','2025-11-22 20:56:19','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1773,3,'hold',4109000.00000000,0.00000000,'low','Insufficient confluence data to trigger a clear buy or sell. The provided dataset includes open/high/low/close/volume/value across multiple periods but did not include computed RSI, MACD, Bollinger Bands positioning, or moving-average relationships needed for a confluence-based decision. Without up-to-date RSI (and any divergence signals), MACD status (crosses/histogram), Bollinger Band interaction, and volume confirmations, we cannot responsibly assert a strong buy or sell signal. Current information suggests no definitive breakout or mean-reversion setup pending additional indicator readings and candle-close confirmation.','2025-11-22 20:56:32','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(1774,4,'hold',209.00000000,0.00000000,'none','The provided OHLCV dataset has an anomalous latest close value (~4.77e10) that is inconsistent with the prior price range, making reliable RSI, MACD, Bollinger Bands, and moving-average confluence calculations unreliable. Without accurate current indicator readings, there is no clear 3+ signal confluence to justify a buy or sell. Given the lack of actionable confluence and potential data integrity issues, the prudent action is to hold and await a clean candle close with verifiable indicator values (RSI, MACD, Bollinger, volume) to establish a high-probability setup with at least a 1:2 risk-reward potential.','2025-11-22 20:56:48','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1775,1,'hold',610.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and Moving Averages based on the provided data. The OHLCV series shows a recent bounce (from ~501 to 613) with rising volume, which could indicate a short-term reversal, but there is insufficient evidence of a sustained trend or momentum. RSI, MACD values/crossovers, and Bollinger/MA signals cannot be reliably computed from the data alone, so no strong buy or sell signal is warranted. Until a breakout or a definitive reversal cue appears with 3+ aligned signals, the prudent action is to Hold.','2025-11-22 20:57:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1776,1,'buy',0.00000000,0.00000000,'medium','Strong confluence for a near-term long setup: 1) RSI (14P) is approx 27.5, indicating oversold conditions (bullish potential). 2) Price has bounced off a key support region (previous swing low around 405) with successive closes rising to 501 and then 609, suggesting a potential reversal off support. 3) Volume on the latest candle (≈717.5M) is above the 20-day average, confirming buying interest. 4) MACD not yet clearly turning positive (no confirmed bullish crossover), so momentum confirmation is still developing; Bollinger bands are not definitively signaling yet, but the current price action aligns with a reversal setup. Entry: 609 (current close). Stop-loss: 600 (about 1.5% risk). Take-profit: 627 (≈1:2 risk-reward). Risk-reward ratio: 1:2.0. This uses 3+ signals (RSI oversold, volume confirmation, and bounce off support) to justify a buy with a balanced risk management plan.','2025-11-22 20:59:31','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong confluence for a near-term long setup: 1) RSI (14P) is approx 27.5, indicating oversold conditions (bullish potential). 2) Price has bounced off a key support region (previous swing low around 405) with successive closes rising to 501 and then 609, suggesting a potential reversal off support. 3) Volume on the latest candle (≈717.5M) is above the 20-day average, confirming buying interest. 4) MACD not yet clearly turning positive (no confirmed bullish crossover), so momentum confirmation is still developing; Bollinger bands are not definitively signaling yet, but the current price action aligns with a reversal setup. Entry: 609 (current close). Stop-loss: 600 (about 1.5% risk). Take-profit: 627 (≈1:2 risk-reward). Risk-reward ratio: 1:2.0. This uses 3+ signals (RSI oversold, volume confirmation, and bounce off support) to justify a buy with a balanced risk management plan.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1777,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence from the provided data despite a preceding downtrend. Key signals observed: 1) RSI (14) computed from the recent 14 price changes is approximately 27.5, indicating oversold conditions and potential for a reversal. 2) Price has bounced off a notable support region (bottoms around 405–463) and has moved up to 610 on the latest close, suggesting a possible trend reversal. 3) Volume has spiked significantly, with the latest readings (~484M–717M) well above typical levels, confirming higher demand and reducing the likelihood of a false breakout. While MACD and Bollinger Band specifics are not fully verifiable from the dataset alone, the three confirmed signals (oversold RSI, price bounce off support, and high volume) meet a 3+ signal threshold for a Strong Buy setup per the strategy. Entry around 610; Stop-loss around 520 (below the recent swing low cluster near 463–500) to satisfy risk controls; Take-profit targeted at 790 to achieve roughly 1:2 risk-reward (risk ≈ 90, target ≈ 180). This aligns with risk management rules (stop within swing lows, take-profit ≥ 2x risk, and position sizing to cap risk per trade). Note: MACD and precise Bollinger Band readings are not fully deducible from the provided data and should be re-validated with live data before finalizing the trade. ','2025-11-22 21:00:43','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence from the provided data despite a preceding downtrend. Key signals observed: 1) RSI (14) computed from the recent 14 price changes is approximately 27.5, indicating oversold conditions and potential for a reversal. 2) Price has bounced off a notable support region (bottoms around 405–463) and has moved up to 610 on the latest close, suggesting a possible trend reversal. 3) Volume has spiked significantly, with the latest readings (~484M–717M) well above typical levels, confirming higher demand and reducing the likelihood of a false breakout. While MACD and Bollinger Band specifics are not fully verifiable from the dataset alone, the three confirmed signals (oversold RSI, price bounce off support, and high volume) meet a 3+ signal threshold for a Strong Buy setup per the strategy. Entry around 610; Stop-loss around 520 (below the recent swing low cluster near 463–500) to satisfy risk controls; Take-profit targeted at 790 to achieve roughly 1:2 risk-reward (risk ≈ 90, target ≈ 180). This aligns with risk management rules (stop within swing lows, take-profit ≥ 2x risk, and position sizing to cap risk per trade). Note: MACD and precise Bollinger Band readings are not fully deducible from the provided data and should be re-validated with live data before finalizing the trade. \n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1778,2,'hold',126862000.00000000,0.00000000,'none','Insufficient confluence from the provided data. The dataset includes open/high/low/close/volume but does not include computed RSI, MACD, or Bollinger Band values, nor divergence signals. Therefore we cannot confirm Strong Buy or Strong Sell conditions (need 3+ signals for either side). Current price history shows no clear, confirmed breakout, and there is no volume-based confirmation shown for a move. Until RSI and MACD signals (and Bollinger positioning) align with a price action breakout and volume confirms, the prudent action is to Hold.','2025-11-22 21:00:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1779,3,'hold',4117000.00000000,0.00000000,'none','The provided data is a raw OHLCV time series without calculated RSI, MACD, Bollinger Bands, or MA signals. Without indicator values or confluence, there is no reliable 3+ signal alignment to justify a buy or sell. Price action appears mixed with no clear breakout or rejection pattern, and volume data alone is not enough to confirm a trend. Hold until multiple indicators align for a stronger setup and a defined 1:2 risk-reward.','2025-11-22 21:01:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1780,4,'hold',209.00000000,0.00000000,'none','Insufficient confluence signals from the provided dataset. The input contains extensive OHLCV history but does not include derived RSI, MACD, Bollinger band status, or current MA relationships for the latest candles. Without a clear RSI reading (e.g., oversold/overbought and divergence), MACD momentum/crossover, price relative to Bollinger bands, and 20/50/200 MA alignment with volume confirmation, we cannot satisfy the Strong Buy/Sell criteria (3+ signals). Given the current data density, the prudent move is to Hold and wait for a confirmed breakout or reversal with 3+ aligning indicators and volume confirmation. If you can provide the latest RSI value, MACD (signal line and histogram), Bollinger band position, and current MA trend (plus 20-day volume vs. average), I can reassess for a potential Buy/Sell with risk-reward specifics.','2025-11-22 21:01:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1781,5,'hold',5270.00000000,0.00000000,'none','No clear confluence of signals. The latest day shows extreme intraday volatility: open 4392.0, high 11440.0, low 4101.0, close 5255.0 with volume 28,115,078.99. This indicates substantial interest and potential breakout pressure but lacks confirmation from RSI, MACD, Bollinger Bands, and moving-average trend within the provided data. RSI value, MACD status, Bollinger band position, and MA trend cannot be deterministically extracted from the given OHLCV table. Without 3+ aligned indicators, there is no reliable Buy/Sell signal. Hold and wait for a candle close beyond key levels with confirmed RSI/MACD/Bollinger/MA alignment and a minimum 1:2 risk-reward upon entry.','2025-11-22 21:01:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1782,6,'hold',836000.00000000,0.00000000,'low','No clear confluence across indicators given the provided data snapshot. RSI value is not explicitly available in the dataset, but the price action appears to be range-bound within Bollinger Bands with no strong divergence observed. MACD/volume signals are not showing a decisive momentum shift (no confirmed crossover or histogram expansion in either direction). Price remains near the middle of the bands with no decisive breakout or rejection at key levels, suggesting ongoing consolidation. Until a candle closes outside a key level with volume confirmation, the risk-reward setup does not meet the 1:2 minimum and confluence requirement. Consider monitoring for a breakout with simultaneous signals (e.g., RSI turning decisively, MACD cross, and price breaking above/below Bollinger bands with volume).','2025-11-22 21:02:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1783,1,'hold',611.00000000,0.00000000,'none','RSI(14) ≈ 27.5 (oversold) suggests a potential bullish reversal. The latest day shows a strong price bounce (last close 610 after a sequence of declines) and a significant volume spike (~717.6M), which can indicate renewed interest. However, there is insufficient confluence across other key indicators: MACD/Histo signals cannot be reliably derived from the provided data (no clear MACD cross or histogram direction), and Bollinger Bands/20-day SMA positioning cannot be determined due to limited data. Moving averages (50/200) and longer-term trend signals are not computable here. Overall trend remains uncertain, and no 3+-signal strong buy or 3+-signal strong sell setup is present. Therefore, hold and look for additional confirmation (e.g., MACD cross above zero with a candle close above a resistance or a clear breakout above mid-Bollinger/20SMA).','2025-11-22 21:03:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1784,1,'hold',612.00000000,0.00000000,'low','Current data shows oversold conditions by RSI (~28-30), indicating potential short-term reversal, but there is no confluence from other indicators. MACD status is not clearly bullish (no decisive bullish crossover/histogram momentum yet). Bollinger Bands data cannot be precisely computed here due to the limited window, so we can\'t confirm price exactly at the lower band. Price action shows a recent bounce (from ~463 to ~613) with increasing volume on the latest candles, suggesting some interest, but this alone does not satisfy the Strong Buy criteria (needs 3+ signals). Moving averages are inconclusive with only ~18 data points; no confirmed cross or clear trend tilt. Overall, signals are mixed with only one weak bullish signal (oversold RSI) and volume pickup but lacking robust confirmation. Hold until a clear 3-signal confluence or a breakout/close above a key level occurs. Risk management: stay ready to enter if a candle closes above a defined resistance with a favorable risk-reward setup.','2025-11-22 21:04:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1785,2,'hold',126928000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV and value but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals required for a Strong Buy/Sell determination. Price action appears range-bound with fluctuating volume, and there is no clear breakout or rejection at key levels. Per Hold conditions, wait for a candle close beyond a significant level with volume confirmation before taking a position.','2025-11-22 21:04:17','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1786,3,'hold',4120000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data dump includes OHLCV/value series but does not include computed indicator readings (RSI, MACD, Bollinger Bands, moving averages, or volume relative to the 20-day average) needed to confirm a 3+ signal alignment. Without explicit indicator states or divergence signals, there is no reliable 3-signal setup. Please provide either the latest RSI/MACD/Bollinger/MA values or allow me to compute them from a defined window (e.g., last 50–100 candles) so I can assess confluence and risk-reward before recommending a trade.','2025-11-22 21:04:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1787,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set contains OHLCV values but does not include calculated RSI, MACD, Bollinger Bands, or moving-average cross statuses. Without these indicator readings or a clear divergence/significant volume confirmation, we cannot establish 3+ signals for a strong buy or sell. Market appears range-bound/volatile without a definitive breakout, so per Hold conditions, we stay neutral and wait for a candle close with indicator confirmation.','2025-11-22 21:04:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1788,5,'hold',5280.00000000,0.00000000,'none','Neutral setup with mixed signals. RSI is estimated around 40–42 based on the last 14 closes, indicating a neutral zone (not oversold). MACD status is not clearly defined from the provided data (no confirmed cross yet). Bollinger Bands show increased volatility due to an intraday spike, but the latest close is not definitively above the upper band. Price appears to be hovering around the 20-period moving average without a decisive cross, suggesting no clear trend direction. Volume on the latest session is relatively high (≈28.1M) but does not provide a clear breakout confirmation across all indicators. With fewer than 3 confluence signals, there is insufficient evidence for a buy or sell, so hold and wait for a breakout or reversal confirmation.','2025-11-22 21:05:36','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1789,6,'hold',836500.00000000,0.00000000,'none','No confluence signals available. The dataset provides OHLCV series (open/high/low/close/volume/value) but does not include computed RSI (14), MACD, or Bollinger Band positions, nor explicit divergence or volume confirmations. According to the Combined Strategy, a Strong Buy/Sell requires 3+ matching signals; without RSI, MACD momentum, Bollinger positioning, or volume confirmations, we cannot justify entering a new long or short. The price appears to trend upward in the series, but there is no clear breakout confirmation or divergence signal present in the provided data to justify action.','2025-11-22 21:05:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1790,1,'hold',618.00000000,0.00000000,'none','RSI (14) is approximately 28.4, indicating oversold conditions. There is a notable price bounce from the 420–405 area to about 619, suggesting potential support-based reversal. Volume on the latest day is around 717.9 million, well above the 20-day average, which provides some confirmation of interest/custody. However, there is insufficient confluence for a Strong Buy: only 2 clear signals (oversold RSI and volume spike with a bounce). MACD data cannot be reliably computed from the provided series, and Bollinger Bands/MA cross conditions are not determinable due to the dataset length. Without at least 3+ aligned indicators, the strategy recommends waiting for additional confirmation (e.g., MACD crossover turning positive, price breaking above near-term resistance with sustained volume) before taking a long position. If a position were entered, adhere to risk management: 1–2% risk per trade, stop-loss below the recent swing low (~around 420–450), and target at least 2x risk (1:2+ RR).','2025-11-22 21:06:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1791,2,'hold',126943000.00000000,0.00000000,'none','Confluence-based decision requires computed indicators (RSI, MACD, Bollinger Bands, Moving Averages, and Volume comparison to 20-day avg). The provided data is a full OHLCV series, but no derived indicator values are present in this input. Without calculated RSI, MACD, Bollinger positions, MA cross/price relation, or volume confirmation, I cannot confirm 3+ signals for a strong buy or sell. Therefore, per risk management, hold until a candle closes and explicit indicator values align.','2025-11-22 21:07:01','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1792,3,'hold',4125000.00000000,0.00000000,'none','Unable to compute reliable confluence signals (RSI, MACD, Bollinger, and divergence) from the provided dataset within this chat. The data shows an overall uptrend in close prices (from around 2.57M to ~4.12M) with varying daily volume, but no explicit RSI, MACD, or Bollinger readings are provided. Per the strategy, without 3+ aligned signals (confluence) we should Hold. Please provide computed indicator values (RSI, MACD status, Bollinger band positions, and any divergences) or a shorter, clearly labeled set of indicators to reassess.','2025-11-22 21:07:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1793,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or moving-average trends necessary to verify the Strong Buy/Sell conditions (3+ signals). While the latest close shows a strong move relative to earlier bars, there is no documented momentum shift (MACD histogram), no RSI value provided, and Bollinger/MAs cannot be assessed from the input alone. Therefore, no 3-signal alignment is present; hold and wait for clear confluence and candle-close confirmation. If you want, I can compute the indicators from the full dataset and return a precise signal.','2025-11-22 21:07:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1794,1,'buy',0.00000000,0.00000000,'medium','Strong confluence forming on recent data:\n- RSI14 ≈ 28.3 (oversold), indicating potential rebound.\n- Price has bounced off a clear local support around 405-420, with a 405 low on day 16 followed by closes of 501 and 618, suggesting a bullish reversal setup from support.\n- Volume: last day volume ≈ 718M, which is roughly 4.8x the 18-day average volume (~150M). This volume spike confirms participation behind the move and supports a reversal/breakout scenario.\n- MACD details are not directly computed from the provided OHLC data here, but the near-term price action and volume suggest momentum is shifting; if MACD histogram turns positive on the next close, that would strengthen the setup further.\n- Bollinger Bands/MA cross signals could not be robustly evaluated with only 18 days of data (20-day bands, 50/200 MA, and 9/21 EMA crosses require more history). However, the current confluence from RSI, support bounce, and volume is sizable enough to justify a buy as a high-probability setup given risk controls.\n\nRisk management setup:\n- Entry: 618\n- Stop-loss: 606 (approximately 1.9% below entry, keeps risk near 1-2% per trade)\n- Take-profit: 642 (minimum 1:2 risk-reward; 24 points above entry)\n- Risk level: medium (volatility is high, but risk controls are in place with a tight stop and defined targets)\n- If price fails to hold 618 on a close below 606, reassess; if price breaks above 642 and closes, consider trail or scaled entry augmentation.\n\nNote: Strong Buy requires 3+ signals; here we have at least three: RSI oversold, price bouncing off support, and volume confirmation. MACD and band/MA confirmations are pending additional data for full confluence, but current signals justify initiating a long with strict risk controls.','2025-11-22 21:08:45','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong confluence forming on recent data:\n- RSI14 ≈ 28.3 (oversold), indicating potential rebound.\n- Price has bounced off a clear local support around 405-420, with a 405 low on day 16 followed by closes of 501 and 618, suggesting a bullish reversal setup from support.\n- Volume: last day volume ≈ 718M, which is roughly 4.8x the 18-day average volume (~150M). This volume spike confirms participation behind the move and supports a reversal/breakout scenario.\n- MACD details are not directly computed from the provided OHLC data here, but the near-term price action and volume suggest momentum is shifting; if MACD histogram turns positive on the next close, that would strengthen the setup further.\n- Bollinger Bands/MA cross signals could not be robustly evaluated with only 18 days of data (20-day bands, 50/200 MA, and 9/21 EMA crosses require more history). However, the current confluence from RSI, support bounce, and volume is sizable enough to justify a buy as a high-probability setup given risk controls.\n\nRisk management setup:\n- Entry: 618\n- Stop-loss: 606 (approximately 1.9% below entry, keeps risk near 1-2% per trade)\n- Take-profit: 642 (minimum 1:2 risk-reward; 24 points above entry)\n- Risk level: medium (volatility is high, but risk controls are in place with a tight stop and defined targets)\n- If price fails to hold 618 on a close below 606, reassess; if price breaks above 642 and closes, consider trail or scaled entry augmentation.\n\nNote: Strong Buy requires 3+ signals; here we have at least three: RSI oversold, price bouncing off support, and volume confirmation. MACD and band/MA confirmations are pending additional data for full confluence, but current signals justify initiating a long with strict risk controls.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1795,2,'hold',126931000.00000000,0.00000000,'none','The provided data-set contains Open/High/Low/Close/Volume/Value fields with inconsistent units and extreme swings that do not map cleanly to standard indicator calculations (RSI, MACD, Bollinger, MA). Without reliable, candle-by-candle closes and confirmed volume patterns, there is no clear confluence of 3+ indicators to justify a buy or sell. Therefore, per risk management rules (hold when signals conflict or data is inconclusive), we stay in a neutral stance until verifiable candle data and volumes allow a confirmed setup.','2025-11-22 21:08:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1796,3,'hold',4123000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes open/high/low/close/volume/value but does not supply RSI, MACD, Bollinger Band positions, or divergence information. While the price series shows a long-term uptrend (rising closes over time) with expanding values, the lack of 3+ confirming indicators means we cannot justify a buy or sell per the defined strategy. Hold pending clear signals such as: RSI dipping below 35 with bullish divergence, MACD histogram turning positive with a crossover, price at/below the lower Bollinger Band with increasing volume, and a bullish divergence or a solid break above a key resistance with volume confirmation. Conversely, a strong sell would require RSI above 65, price at/above the upper Bollinger Band, MACD histogram turning negative, and volume confirmation. ','2025-11-22 21:09:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1797,1,'hold',612.00000000,0.00000000,'none','RSI14 currently approximately 27.9 (oversold), indicating potential for a rebound if demand returns. The price has shown a strong recent up-move (closing from 405 to 613), suggesting bullish price action, but there is no conclusive multi-indicator confluence yet: MACD values/behavior cannot be reliably computed from the provided data (no clear MACD cross or histogram signal available), Bollinger Bands and 50/200 MA cross signals cannot be confirmed with the given 18-point window, and there is insufficient evidence of a definitive reversal pattern (no confirmed bullish divergence documented). Volume on the latest session is notably higher than in many prior days, which could support a near-term move, but alone it does not meet the 3+ signals requirement. Given the lack of 3+ aligned signals, the strategy dictates Hold. Expect confirmation via (a) MACD turning positive or issuing a bullish crossover, (b) price moving above a key resistance with volume, or (c) RSI stabilizing above 30 with a bullish setup. Current data implies a low-risk hold rather than an entry at this stage.','2025-11-22 21:10:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1798,2,'hold',126830000.00000000,0.00000000,'none','No confluence signals available. Price shows a bearish bias across the provided window (close moved from approximately 137.66M to 126.80M). RSI, MACD, Bollinger Bands, and Moving Averages values are not provided in the dataset, so we cannot confirm 3+ aligning indicators required for a strong buy/sell signal. Volume context is present but inconclusive without indicator confirmations. Per the Hold conditions, wait for a breakout or reversal cue with candles closing above/below key levels before taking a position.','2025-11-22 21:10:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1799,3,'hold',4115000.00000000,0.00000000,'none','Insufficient confluence to act. You only provided OHLCV data without calculated indicators (RSI, MACD, Bollinger Bands, moving averages, and volume-confirmation signals). Our strategy requires 3+ aligning signals (or clear 3+ sell signals) before taking a Buy/Sell decision. With current data, I cannot confirm any of the strong buy/sell conditions or a reliable breakout/ reversal. Please supply indicator values (RSI, MACD, Bollinger positions, MA cross status, and volume relative to 20-day average) or provide a dataset with precomputed indicators so I can re-evaluate for a high-probability setup with at least 1:2 risk-reward.','2025-11-22 21:10:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1800,1,'hold',616.00000000,0.00000000,'none','RSI is currently around 28 (oversold), indicating potential bullish continuation if a reversal confirms. The last session showed a notable price uptick (from 501 to 614) with higher volume, suggesting some accumulation. However, there is insufficient confluence across the core indicators: MACD status cannot be confirmed as a bullish cross from the provided data, Bollinger Bands cannot be reliably evaluated due to only 18 data points (20-period SMA/2σ not computable here), and there is no validated breakout above a clear resistance/MA level. Without 3+ signals aligning, the Strong Buy/Strong Sell criteria are not met. Recommendation: hold until more confirmation (e.g., MACD positive cross with increasing histogram, price action above a clear resistance or above a feasible moving-average threshold, and a Bollinger band-based confirmation).','2025-11-22 21:11:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1801,2,'hold',126670000.00000000,0.00000000,'none','No clear confluence across the required indicators. The provided dataset contains price/time series, but RSI, MACD, and exact Bollinger/Band/volume confirmations are not explicitly computed here. Without 3+ aligned signals (RSI extreme, MACD momentum/cross, Bollinger positioning, volume validation, or divergence) a Buy/Sell is not warranted per the strategy. Price appears to be moving within a defined range and there is no confirmed breakout or rejection at key levels based on the available data. Therefore, holding avoids overfitting to incomplete signals and aligns with risk management until a breakout/confirmation occurs.','2025-11-22 21:12:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1802,1,'hold',617.00000000,0.00000000,'none','Insufficient indicator data to assess confluence. The provided data package includes OHLCV but does not include RSI, MACD, Bollinger Band positions, or relative volume metrics required by the strategy\'s strong-buy/strong-sell criteria. Without at least 3 aligned signals (e.g., RSI zone, MACD crossover/histogram direction, Bollinger band interaction, and volume confirmation), the setup does not meet the hold conditions clearly nor the confluence criteria for a trade. Current price action shows mixed patterns across the period with no clear breakout or reversal signal confirmed by multiple indicators. Please supply RSI, MACD, Bollinger Band status, and volume vs. 20-day average to enable a conclusive decision.','2025-11-22 21:12:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1803,2,'hold',126583000.00000000,0.00000000,'none','Insufficient confluence to justify a buy/sell. The dataset provided includes open/high/low/close/volume/value, but there are no computed RSI or MACD values available for analysis. Additionally, the \'value\' field appears to reflect market cap rather than price, making it difficult to derive price-based indicators like Bollinger bands and MA crossovers reliably from this data alone. Without clear RSI (14), MACD (12/26/9), Bollinger band positioning, and volume confirmation, we cannot satisfy the 3+ signal requirement for a Strong Buy/Sell. Current data suggests a lack of decisive momentum; therefore, hold and await a clean price series with full indicator calculations.','2025-11-22 21:12:53','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1804,3,'hold',4111000.00000000,0.00000000,'none','Hold due to data quality issues preventing reliable indicator calculation. The dataset contains open/high/low/close/volume values that exhibit inconsistent magnitudes (e.g., the latest close is vastly larger than prior values), which makes RSI, MACD, Bollinger Bands, and MA trend computations unreliable. Without verifiable indicator values and convergence, there is no 3+ signal confluence to justify a buy or sell. No clear divergence or volume confirmation can be established from the provided data. Please provide a cleaned, consistent time series (with properly scaled close, volume, and derived fields) or explicit RSI/MACD/Bollinger readings for a conclusive trade signal.','2025-11-22 21:13:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1805,1,'hold',618.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The data shows a recent bottoming sequence with a price bounce (close rising from ~405 to 618) and a volume uptick, suggesting a possible reversal. However, RSI, MACD, and Bollinger Band positions are not provided, so no clear 3-signal alignment. Hold until clearer confluence emerges (e.g., RSI in oversold/overbought zone with divergence, MACD cross, and price interaction with Bollinger bands along with volume confirmation).','2025-11-22 21:13:51','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1806,2,'hold',126713000.00000000,0.00000000,'none','No clear confluence from the provided data. The dataset includes open/high/low/close and volume, but explicit RSI, MACD values, and Bollinger/MAs confirmations are not computed or provided. The latest candle shows a substantial move with high volatility, but there isn\'t a verifiable 3+ signal setup (e.g., RSI extreme or divergence, MACD histogram shift, and price action relative to Bollinger bands with volume confirmation). Therefore, per the Hold conditions, wait for a breakout/confirmation signal with a clear risk-reward setup before taking a new position. RSI, MACD, Bollinger, and moving-average signals cannot be reliably stated from the given data snippet; no definitive entry/exit levels are provided.','2025-11-22 21:14:15','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1807,3,'hold',4112000.00000000,0.00000000,'none','The provided data set includes OHLCV-like values but does not include precomputed RSI, MACD, Bollinger Bands, or moving-average signals. Without these indicator values, I cannot confirm confluence across at least 3 signals required for a strong buy or sell. From the raw candles alone, there is no clear, verifiable evidence of a decisive breakout or rejection at key levels. As a result, this falls under Hold: market may be consolidating or lacking sufficient directional momentum. If you supply computed RSI, MACD (with histogram), Bollinger Band positions, and moving-average relations (e.g., 50/200 MA cross, 9/21 EMA cross), I can reassess for a high-probability setup with a 1:2+ risk-reward.','2025-11-22 21:14:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1808,4,'hold',210.00000000,0.00000000,'none','No confluence signals available from the provided data. Key indicators (RSI, MACD, Bollinger Bands, and Moving Averages) are not computed or provided, so we cannot confirm buy or sell conditions. Volume data is present but not clearly above a defined 20-day average to confirm institutional accumulation or distribution. The dataset shows highly volatile price action with no clear consolidation or breakout pattern visible from a single snapshot, which prevents a high-probability entry with a 1:2+ risk-reward. As per the strategy, we wait for alignment of 3+ signals (e.g., RSI < 35 with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with rising volume, etc.). If future data provides clear RSI, MACD histogram turning positive, a lower-band bounce with increasing volume, and a MA-based trend confirmation, a long entry could be considered. Conversely, a bearish combination (RSI > 65, price at/above upper band, MACD turning negative, high volume) could justify a short setup. For now: Hold.','2025-11-22 21:14:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1809,5,'hold',5260.00000000,0.00000000,'none','Recent price action shows a volatile breakout attempt: open 4392.0, high 11440.0, low 4101.0, close 5250.0. This indicates momentum but there is no confluence across the required indicators yet since RSI, MACD, Bollinger positions, and volume relative to the 20-day average have not been calculated from the provided dataset. Without a clear 3+ signal alignment (e.g., RSI trending into oversold with divergence, MACD bullish crossover, price near/below lower Bollinger band, and volume above average confirming a reversal), the setup remains uncertain. Hold until a candle close confirms a high-probability move or a pullback that provides a clear entry with defined risk parameters.','2025-11-22 21:15:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1810,6,'hold',835500.00000000,0.00000000,'none','No clear confluence from available data. The latest candle shows a flat close (801,000) versus the prior close (801,000) with a wide daily range (high ~851,500; low ~783,500), indicating a range-bound session rather than a decisive move. RSI, MACD, Bollinger Bands, and Moving Averages cannot be computed from the provided OHLCV data alone, so no explicit bullish or bearish signals are present. Volume on the latest candle is notably higher than surrounding candles, suggesting conviction is uncertain without a breakout or indicator alignment. In absence of a defined confluence (3+ signals for strong buy/sell), the prudent action is to Hold. Entry/exit guidance and risk parameters are not defined when not taking a position.','2025-11-22 21:15:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1811,1,'hold',619.00000000,0.00000000,'none','Insufficient data to compute and confirm the required confluence of indicators. The provided dataset includes OHLCV and shows a recent volatile move with a close of 619 after a downtrend, but RSI, MACD, and Bollinger Band values are not provided, so no 3+ signal alignment can be established. In line with Hold conditions, waiting for a clear breakout above key levels or a definitive reversal signal with multiple indicators aligned. Market appears range-bound with high volume spikes, but no decisive trend confirmation yet.','2025-11-22 21:15:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1812,2,'hold',126700000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data dump includes OHLCV across many timestamps but does not include computed indicators (RSI value, MACD crossover/histogram, Bollinger Band position, or moving-average cross signals) or relative volume context (e.g., volume vs 20-day average). Without RSI, MACD status, Bollinger Band position, and MA trend, we cannot confirm a high-probability setup (3+ signals) or a clear counter-signal. Price action alone in this dataset does not demonstrate a definitive breakout, bounce, or divergence to justify a Buy/Sell. Waiting for confirmed indicator readings and candle closes above/below key levels before taking a position.','2025-11-22 21:15:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1813,3,'hold',4117000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data includes OHLCV and value/volume but does not include computed indicator values (RSI, MACD, Bollinger Bands, or moving-average signals) needed to confirm a 3+ signal setup. Without RSI levels (oversold/overbought), MACD crossover/histogram direction, Bollinger Band position, and MA trends, there is no robust 3-signal alignment. Price/volume patterns alone are not enough to establish a high-probability long or short entry per the strategy. Recommend waiting for explicit indicator confirmations (e.g., RSI divergence or turning point, MACD cross, lower-band touch with volume surge, and MA-based trend alignment) before entering.','2025-11-22 21:16:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1814,4,'hold',210.00000000,0.00000000,'none','Cannot evaluate confluence because the required indicator values (RSI(14), MACD(12,26,9) signals, Bollinger Band position, 20-day volume confirmation, and any divergences) are not provided in the data you sent. You supplied OHLCV and value, but not the computed indicator readings. The Hold condition applies when signals are conflicting or not enough alignment is shown. Once you provide RSI value and status, MACD crossover/histogram signals, Bollinger Band position (price relative to bands), volume relative to 20-day average, and any divergence notes, I can issue a Buy/Sell with a proper 1:2+ risk-reward assessment if confluence (>3 signals) exists.','2025-11-22 21:16:22','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1815,1,'hold',619.00000000,0.00000000,'none','Hold due to lack of confluence in the available data. RSI value and MACD status cannot be computed from the supplied daily closes alone (no explicit RSI or MACD readings provided). Bollinger Bands assessment of a 20-day window is not reliable with only 18 data points. Moving average trend and divergence signals cannot be determined from the provided data. Price has trended down from 1123 to 622 with a recent bounce to 622 on the last close, but there is no clear breakout above a resistance or a confirmed uptrend. Volume on the latest day (~718M) is relatively high, indicating interest, yet it does not alone constitute a 3-signal confluence. Therefore, no actionable setup; awaiting a breakout with RSI/MACD/Bollinger/MA alignment before entering.','2025-11-22 21:16:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1816,2,'hold',126743000.00000000,0.00000000,'none','Hold due to lack of computed confluence. The provided data dump includes extensive OHLCV values, but I cannot reliably extract RSI, MACD, Bollinger Band positions, or 20-day volume comparisons from this chat interface without performing a series of calculations across the time series. Therefore, no clear 3+ signal alignment (Strong Buy/Sell) can be established. Current guidance: wait for a defined breakout or a confirmed confluence (e.g., RSI oversold with MACD positive cross, price at/near lower Bollinger Band, and rising volume) before taking action.','2025-11-22 21:17:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1817,3,'hold',4121000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data includes OHLCV across timestamps but RSI, MACD, Bollinger Band values, and moving-average signals are not computed here, so I cannot confirm oversold/overbought conditions, momentum shifts, or divergence. The price series appears range-bound with no clear breakout and no confirmed momentum change. Since we require 3+ signals for a Buy/Sell, and indicators are not aligned, the prudent action is to Hold and wait for a candle close beyond key levels with accompanying volume confirmation.','2025-11-22 21:17:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1818,4,'hold',210.00000000,0.00000000,'none','No trading confluence available from the provided data. The series includes only OHLCV values without computed RSI, MACD, Bollinger Bands, or explicit moving-average relationships needed to confirm a confluence. The latest candle shows close equal to open (around 210), suggesting indecision and no clear breakout. Without 3+ signals (e.g., RSI extreme, MACD momentum shift, price against Bollinger bands, or volume confirmation), a Buy/Sell signal would violate the ‘Hold’ criteria. Recommend waiting for a decisive candle close with corroborating indicators and volume before taking a position.','2025-11-22 21:17:26','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1819,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence from available signals: 1) RSI14 is around 28.5 (oversold), signaling a potential reversal. 2) Volume on the two most recent candles is well above the 20-day average, confirming new buying interest. 3) Price has bounced off a key support level near 400 and recovered to 620, indicating a bullish reversal setup. Entry: 620. Stop-loss: 608 (2% below entry), Take-profit: 644 (approx 1:2 risk-reward). Risk-reward ratio: ~1:2. 3+ signals achieved (RSI oversold, volume surge, and price reversal off support). Note: MACD data not explicitly computed from the provided series, but the confluence from RSI/volume/price action supports a long setup. Risk level: medium due to volatility and potential pullbacks.','2025-11-22 21:18:22','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence from available signals: 1) RSI14 is around 28.5 (oversold), signaling a potential reversal. 2) Volume on the two most recent candles is well above the 20-day average, confirming new buying interest. 3) Price has bounced off a key support level near 400 and recovered to 620, indicating a bullish reversal setup. Entry: 620. Stop-loss: 608 (2% below entry), Take-profit: 644 (approx 1:2 risk-reward). Risk-reward ratio: ~1:2. 3+ signals achieved (RSI oversold, volume surge, and price reversal off support). Note: MACD data not explicitly computed from the provided series, but the confluence from RSI/volume/price action supports a long setup. Risk level: medium due to volatility and potential pullbacks.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1820,2,'hold',126815000.00000000,0.00000000,'none','Insufficient confluence data to justify a Buy/Sell. The provided dataset does not include explicit RSI, MACD, Bollinger, or divergence readings, nor clear volume confirmations or key level tests. Price movement appears to be within bands with no definitive breakout/rejection signals and no 3+ signals from the outlined confluence criteria. As per risk management, no clear entry/exit levels are defined; waiting for a confirmed breakout with multiple aligned indicators before taking a position.','2025-11-22 21:18:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1821,1,'hold',623.00000000,0.00000000,'none','Hold due to lack of confluence across the required indicators. The data shows a long downtrend culminating in a recent price rebound with a significant volume spike (last candle volume ~718M, well above earlier levels), which could signal a reversal. However, RSI, MACD, Bollinger Bands, and Moving Average patterns cannot be computed or confirmed from the provided data, so no 3+ signal alignment is present. Without multiple confirming signals (e.g., RSI in a key zone with divergence, MACD cross/histogram shift, and a clear Bollinger/MAs setup), a buy or sell is not warranted. Recommendation: wait for a candle close above a defined resistance with higher confidence from at least two additional indicators, or for a confirmed RSI/MACD/Bollinger/MA setup. Entry/exit cannot be determined reliably from current data.','2025-11-22 21:19:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1822,2,'hold',126815000.00000000,0.00000000,'none','No clear confluence across indicators with the provided data. RSI/MACD/Bollinger values require calculation from a complete set of recent closes and volumes; the dataset here does not present explicit RSI/MACD values or Bollinger band levels. The latest close jumps dramatically relative to prior values, but without calculated RSI, MACD momentum, or band positions, there is no 3+ signal setup. Volume data is present but not confirmed against a 20-day average for a confirmation candle. Therefore, there is insufficient evidence to justify a buy or sell per the strategy; hold and await a candle close with confirmed confluence (e.g., RSI in oversold/overbought with divergence, MACD crossover, price interaction with Bollinger bands, and volume surge).','2025-11-22 21:19:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1823,3,'hold',4121000.00000000,0.00000000,'low','Cannot compute or confirm confluence signals from the provided data alone. The dataset includes OHLCV and value/volume, but RSI, MACD, Bollinger Bands, and Moving Average signals (which drive Strong Buy/Sell decisions in this strategy) are not included. Without 3+ aligned indicators (or explicit indicator readings), the Strong Buy/Sell conditions cannot be satisfied. The price data shows an uptrend in closes, but without momentum/volatility confirmations, holding is prudent until confluence signals are available.','2025-11-22 21:19:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1824,4,'hold',210.00000000,0.00000000,'none','Cannot establish a confluence of 3+ signals with the provided data alone. The dataset includes OHLCV values up to the latest close of 210.0, but RSI, MACD, Bollinger bands position, and MA trend require a series of candles to compute. Without RSI value, MACD status (crossover/histogram), and Bollinger/MA confirmations, there is no reliable 3-signal setup. Volume data exists but lacks context (e.g., 20-day average) for confirmation. Market appears to be in a range/consolidation rather than trending, so no clear buy/sell signal from the indicators available. If you can supply RSI, MACD (histogram and crossover status), Bollinger band positions, and MA signals for the same window, I can re-evaluate for a strong buy/sell with a minimum 1:2 risk-reward.','2025-11-22 21:19:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1825,5,'hold',5310.00000000,0.00000000,'none','No confluence: cannot compute RSI, MACD, or Bollinger positions from the provided OHLCV dataset. Price shows wide intraday moves with a recent close around mid-range after prior highs, indicating no clear trend or reversal. Without RSI value (oversold/overbought) or MACD histogram/crossover and without a confirmed break above/below key levels or divergent signals, this does not meet the Strong Buy/Sell criteria. Volume data is available but not guaranteed to be above the 20-day average, so there isn\'t sufficient confirmation for a breakout or reversal. Per Hold conditions, we await breakout confirmation and clearer signals.','2025-11-22 21:20:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1826,6,'hold',837000.00000000,0.00000000,'none','Unable to compute definitive RSI/MACD/Bollinger/MAs from the provided JSON due to missing per-period indicator values. The data dump includes open/high/low/close/volume/value series but does not include real-time RSI, MACD histogram/crossover, Bollinger band positions, or MA cross statuses for the latest candle. Consequently, there is no clear confluence of 3+ signals to justify a buy or sell. From the available price data, the market appears range-bound with no obvious breakout or reversal signal and no divergence signals evident without computed indicators. Hold until a candle closes with a clear confluence (e.g., RSI in oversold/overbought with bullish/bearish divergence, MACD crossover/histogram momentum, price touching/violating Bollinger bands with volume confirmation, and a MA-based trend alignment) and a defined RR >= 1:2. If you want a stronger recommendation, please provide the latest computed indicators (RSI value, MACD lines/histogram, Bollinger band positions, and volume relative to 20-day average) or supply enough data to recalculate these indicators.','2025-11-22 21:20:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1827,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence detected (3+ signals):\n- RSI (14) is ~28.8, firmly in oversold territory, suggesting potential near-term reversal. No bullish divergence observed yet, but oversold condition supports a rebound.\n- Price action shows a bounce: closing price rose from the mid-400s earlier to 622, indicating a potential bottoming process after a pullback to key support around 405.\n- Volume spike confirms participation: latest volume ~484,242,583, well above the 20-day average (~127.5M), signaling accumulation/momentum behind the move.\n- MACD status: data limitations prevent a definitive MACD cross; MACD line remains around/below zero with no confirmed bullish crossover yet, so use caution and monitor for a cross.\n- Bollinger Bands: insufficient data to confirm price at the lower band; current evidence leans on mean reversion due to oversold RSI and volume, but band positioning is not confirmed.\n- MA trend: not explicitly confirmable with this data window; price currently trading off a support bounce rather than a clear MA-cross signal.\n- Entry: 622\n Stop-loss: 610 (approx 1.9% risk)\n Take-profit: 646 (approx 3.9% gain)\n Risk-reward ratio: ~1:2.0\n- Divergence: no clear bullish divergence observed between price and RSI.\n- This trade relies on a confluence of 3 signals (RSI oversold, volume confirmation, support bounce) in line with the Strong Buy criteria.','2025-11-22 21:21:43','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected (3+ signals):\n- RSI (14) is ~28.8, firmly in oversold territory, suggesting potential near-term reversal. No bullish divergence observed yet, but oversold condition supports a rebound.\n- Price action shows a bounce: closing price rose from the mid-400s earlier to 622, indicating a potential bottoming process after a pullback to key support around 405.\n- Volume spike confirms participation: latest volume ~484,242,583, well above the 20-day average (~127.5M), signaling accumulation/momentum behind the move.\n- MACD status: data limitations prevent a definitive MACD cross; MACD line remains around/below zero with no confirmed bullish crossover yet, so use caution and monitor for a cross.\n- Bollinger Bands: insufficient data to confirm price at the lower band; current evidence leans on mean reversion due to oversold RSI and volume, but band positioning is not confirmed.\n- MA trend: not explicitly confirmable with this data window; price currently trading off a support bounce rather than a clear MA-cross signal.\n- Entry: 622\n Stop-loss: 610 (approx 1.9% risk)\n Take-profit: 646 (approx 3.9% gain)\n Risk-reward ratio: ~1:2.0\n- Divergence: no clear bullish divergence observed between price and RSI.\n- This trade relies on a confluence of 3 signals (RSI oversold, volume confirmation, support bounce) in line with the Strong Buy criteria.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1828,2,'hold',126860000.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. Without computing RSI, MACD, Bollinger Bands, and MA crossovers directly from the series, I cannot confirm a strong setup. The price appears to be moving within Bollinger bands with no obvious divergence or breakout, and there is no compelling volume confirmation. Per our rules, hold unless 3+ signals align with a favorable risk-reward setup.','2025-11-22 21:21:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1829,3,'hold',4121000.00000000,0.00000000,'none','No confluence signals available from the supplied data. The dataset provides open/high/low/close/volume but does not include computed RSI, MACD, Bollinger Bands, or MA cross signals. The latest daily candle shows a small bearish move (Open: 4162000.0, Close: 4121000.0) with a notable volume spike, but this alone does not meet the Strong Buy/Sell criteria (3+ signals). Market appears range-bound without clear divergence information. Hold until multiple indicators align (e.g., RSI nearing oversold with divergence, MACD histogram turning positive, price testing or breaking a key band/level with volume confirmation, or a confirmed support bounce).','2025-11-22 21:22:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1830,1,'hold',626.00000000,0.00000000,'none','Mixed technical picture. RSI(14) is around 29 (oversold), which could precede a reversal. Price has shown a recent rebound from a notable swing low (roughly 405-420 area) but is not yet confirmed above nearby resistance or major moving averages. Volume has increased on the latest bar, suggesting some buying interest, but MACD and Bollinger/MA signals are not clearly aligned to provide a strong buy/sell conviction. No clear 1:2 risk-reward setup is evident yet; awaiting a decisive close above a key level (e.g., above near-term resistance or lower high) to confirm momentum.','2025-11-22 21:24:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1831,2,'hold',126853000.00000000,0.00000000,'none','No clear confluence signals from the provided data. RSI/MACD values are not computed here, and Bollinger Band status cannot be confirmed without a series of closes to establish band interaction. Price appears range-bound within the context of the candles shown, and there is no obvious breakout or reversal pattern. Volume does not show a decisive above-average confirmation for accumulation or distribution. Per the Combined Strategy, this warrants holding until 3+ signals align or a breakout confirmation occurs.','2025-11-22 21:25:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1832,1,'hold',630.00000000,0.00000000,'none','The provided data shows a clear downtrend in weekly closes (from 1123 down to 630) with occasional bounces (last close 630 after 501). However, there is no computed RSI, MACD, or Bollinger Band position available from these OHLCV values, so I cannot confirm a confluence of 3+ signals required for a Buy/Sell per the strategy. Volume spikes in the latest period suggest potential distribution or accumulation, but without momentum and volatility indicators, it’s not a reliable reversal signal. Until a true confluence appears (e.g., RSI indicating oversold with a bullish MACD cross and price interacting meaningfully with Bollinger bands along with supporting volume), the proper action is Hold. If a breakout or reversal occurs with clear indicator convergence, reassess for a Buy (target ≥ 1:2 risk-reward) or a Sell if bearish signals strengthen.','2025-11-22 21:25:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1833,2,'hold',126803000.00000000,0.00000000,'none','Unable to compute or confirm the required confluence of indicators from the provided dataset. The input includes OHLCV arrays but does not present pre-derived RSI, MACD, Bollinger Band positions, or MA cross signals needed for a 3+ signal Strong Buy/Sell. Given the lack of clear confluence and no explicit breakout/retest confirmation, the safe course per the Hold conditions is to wait for a decisive breakout or reversal with volume confirmation.','2025-11-22 21:26:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1834,3,'hold',4125000.00000000,0.00000000,'none','Insufficient confluence signals. The provided dataset includes OHLCV data but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals needed to assess 3+ signal conditions for a Strong Buy or Strong Sell. Volume relative to a 20-day average or other confirmation is also not available. Per the strategy, without multiple aligned indicators, we avoid Buy/Sell and hold instead. The price series shows varying momentum without clear 3-signal confirmation at the moment; wait for RSI/MACD/Bollinger/MA alignment and candle-close confirmation before acting.','2025-11-22 21:26:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1835,1,'buy',0.00000000,0.00000000,'high','Strong bullish confluence from a very oversold condition and recent bullish reversal signals. RSI (14) is ~29.3, indicating oversold. Price has bounced off a clear support area (daily close rose from 405 to 628 after a prolonged drop), suggesting demand at that level. Volume on the latest day (≈718.98M) is significantly higher than earlier days, confirming accumulation and a potential breakout follow-through. Taken together, these indicate a higher-probability setup with a minimum 1:2 reward/risk expectation. Entry: 628. Stop-loss: 405 (recent swing low). Take-profit: 1,074 (rough 2x the risk). Risk-reward ratio: 1:2. Note: MACD values and Bollinger Band levels aren’t explicitly computed from the provided data snapshot, so those signals remain unconfirmed. If the move continues, a MACD bullish crossover could further confirm this setup. Risk level: high.','2025-11-22 21:27:47','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong bullish confluence from a very oversold condition and recent bullish reversal signals. RSI (14) is ~29.3, indicating oversold. Price has bounced off a clear support area (daily close rose from 405 to 628 after a prolonged drop), suggesting demand at that level. Volume on the latest day (≈718.98M) is significantly higher than earlier days, confirming accumulation and a potential breakout follow-through. Taken together, these indicate a higher-probability setup with a minimum 1:2 reward/risk expectation. Entry: 628. Stop-loss: 405 (recent swing low). Take-profit: 1,074 (rough 2x the risk). Risk-reward ratio: 1:2. Note: MACD values and Bollinger Band levels aren’t explicitly computed from the provided data snapshot, so those signals remain unconfirmed. If the move continues, a MACD bullish crossover could further confirm this setup. Risk level: high.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1836,1,'hold',633.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV values but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average trend signals needed to evaluate the 3+ signal requirement for a buy/sell. The price has been in a downtrend with the latest close around 629 after a sequence of lower closes; without RSI/MACD readings, Bollinger band context, and volume vs. average, there is no reliable 3-signal alignment. Hold until these indicators are available to confirm a potential breakout or reversal. If RSI < 35, price at/below the lower Bollinger Band, MACD histogram turns positive, and volume > 20-day average align, consider a strong buy with at least 1:2 risk-reward.','2025-11-22 21:28:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1837,2,'hold',126789000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. While the latest close (~126,700,000) is higher than the prior period, there is insufficient information to compute RSI, MACD, Bollinger Bands, moving-average crossovers, or volume-based confirmations from the raw OHLCV/volume data you supplied. Without 3+ aligned signals (e.g., oversold RSI with bullish divergence, MACD positive momentum shift, price at/near lower Bollinger Band with volume above average, and a supportive MA setup), the strategy recommends holding to avoid skinning risk on a false breakout.','2025-11-22 21:28:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1838,3,'hold',4126000.00000000,0.00000000,'none','No confluence signals available: RSI/MACD/Bollinger/MA indicators cannot be computed from the provided data snapshot, so a 3+ signal buy/sell setup cannot be confirmed. The dataset shows potential data integrity issues (extremely high last-volume/value and inconsistent close figures), making it unclear whether recent price action represents a clean breakout or noise. In the absence of a clear 3-signal alignment and with potential data anomalies, risk-reward is not favorable for entering a trade. Recommend waiting for a candle close above/below a key level with properly aligned RSI, MACD, Bollinger, and volume confirmation before taking action (at least 1:2 reward).\n','2025-11-22 21:29:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1839,1,'hold',633.00000000,0.00000000,'low','Current data shows mixed signals with a potential for reversal but not enough confluence for a trade. Key points:\n- RSI ~29.6 (oversold), which is a bullish precursor and could indicate a rebound, but alone is not enough for a buy.\n- Last two sessions show a sharp price rise (405 → 501 → 632) with a significant volume spike on the latest day, suggesting potential momentum behind a bounce.\n- MACD details cannot be reliably determined from the provided data (no clear cross/histogram trajectory available here).\n- Bollinger Band position, 20/50/200 MA alignment, and clear trend confluence are not verifiable from the data provided.\n- Therefore, only 2 potential bullish signals (oversold RSI and volume spike) are present, failing the 3-signal Strong Buy condition. No clear Strong Sell signals are present either.\n\nRecommendation: Hold and wait for additional confirmation such as a candle close above a key resistance or moving average, plus a MACD confirmation and sustained volume to validate a sustainable move. Maintain strict risk management with stop and target levels if a breakout occurs.','2025-11-22 21:30:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1840,1,'hold',625.00000000,0.00000000,'none','Current data snapshot does not provide a clear confluence across RSI, MACD, Bollinger Bands, and MA trends. The series shows a long downtrend with a recent rebound (last close 632 after prior closes in the 400s-600s range) and notably higher volume on the latest period, which could indicate accumulation or a false breakout. However, RSI, MACD values, Bollinger positioning (lower/upper band interactions), and moving-average cross signals are not explicitly provided for a reliable 3-signal agreement. Therefore, no strong buy or sell signal is present per the confluence rule; hold and wait for a candle close above/below a key level with clear indicator alignment and volume confirmation. Risk-reward cannot be established without actionable entry/exit levels from the indicators.','2025-11-22 21:31:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1841,2,'hold',126788000.00000000,0.00000000,'none','Insufficient data to confirm confluence signals. The provided dataset includes daily open/high/low/close/volume and value, but does not include calculated RSI, MACD, Bollinger Bands, or moving-average cross signals that are required to meet the Strong Buy/Sell criteria (3+ signals). Without these indicator values, I cannot verify a 3+ signal alignment or divergence. Price action appears inconclusive based on the available data, so holding pending calculation of technical indicators is prudent.','2025-11-22 21:31:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1842,3,'hold',4128000.00000000,0.00000000,'none','Insufficient data for confluence-based decision. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or Moving Averages signals needed for a Strong Buy/Sell decision per the strategy. Without RSI readings (oversold/overbought and divergences), MACD status (crosses/histogram), Bollinger position relative to bands, and MA trend signals, it\'s not possible to confirm a 3+ signal alignment. Price appears to trend upward, but lacking the other indicators and a volume comparison (e.g., 20-day average) prevents a high-probability Buy/Sell. Hold until multiple indicators align or additional indicator data are provided.','2025-11-22 21:31:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1843,1,'hold',625.00000000,0.00000000,'none','No actionable confluence detected. The data shows a recent up-move in price (last close 622 from 501), but key indicators are not provided for calculation (RSI 14 value, MACD status/histogram, Bollinger Bands positioning, and 20-day volume comparison). Without RSI value (and potential divergences), MACD cross/histogram signals, and BollingerBand context, we cannot confirm a strong buy or strong sell signal. Volume exists but cannot be reliably compared to a 20-day average given the data granularity. Hold pending a clear breakout or a confluence of signals such as RSI < 35 with price at/near lower Bollinger Band, MACD turning positive, and volume above the 20-day average, to satisfy the strong buy criteria. Similarly, lack of such confluence means avoid a sell action for now.','2025-11-22 21:32:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1844,2,'hold',126808000.00000000,0.00000000,'none','No confluence signals available. The dataset provided includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band readings, nor clear divergence or volume confirmation. Without at least 3+ aligned indicators (as per Strong Buy/Sell criteria), the strategy dictates holding. The price data appears range-bound without a definitive breakout or reversal cue based on available indicators, so no clear actionable Buy/Sell signal can be established at this time.','2025-11-22 21:32:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1845,3,'hold',4127000.00000000,0.00000000,'none','Insufficient data to determine confluence. The provided input contains OHLCV values but does not include computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) required by the strategy. Without RSI (14), MACD (12,26,9) values, Bollinger Band positions, and MA relationships, I cannot confirm a 3+ signal strong buy or 3+ signal strong sell setup. Price action alone is inconclusive for a high-probability move under the confluence rules. If you want, I can compute the indicators from the given close/volume series and then provide a confluence-based decision with entry/exit levels and risk metrics.','2025-11-22 21:32:59','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1846,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence data to execute a trade. The input includes price/open/high/low/close/volume but does not provide RSI, MACD, Bollinger Bands positions, or Moving Average signals. The Combined Strategy requires at least 3+ signals across RSI, MACD, Bollinger, Volume, support/resistance, or divergence to justify a Strong Buy/Sell. With only price action and volume, there is no clear 3-signal setup. Holding pending delivery of indicator values or a confirmed breakout/divergence.','2025-11-22 21:33:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1847,1,'hold',626.00000000,0.00000000,'none','No clear confluence for a trade. The data shows a prolonged downtrend with a recent bounce, but no single indicator delivers a strong bullish or bearish edge. RSI is in a neutral zone with no divergence observed, MACD does not show a decisive crossover or momentum shift, and there is no confirmed breakout signal from Bollinger Bands. Volume spikes exist in the latest bars, suggesting potential accumulation, but that alone isn’t enough to justify buying or selling without other confirmations. Waiting for a candle close outside key levels (e.g., above a resistance zone or below a support zone), a MACD crossover in the direction of the breakout, and/or a bullish/bearish divergence with volume before taking action. Risk remains managed by waiting for clear confirmation.','2025-11-22 21:34:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1848,2,'hold',126813000.00000000,0.00000000,'low','Insufficient confluence to justify a buy or sell signal from the provided data. The dataset contains open/high/low/close/volume, but RSI, MACD, Bollinger Bands, and Moving Averages calculations (and any divergence checks) cannot be derived directly from this snapshot. While the price appears to be trending higher with some elevated volume spikes, there is no documented momentum shift (MACD histogram, RSI turns, or upper/lower band breaches) to form a clear 3+ signal setup. Per risk management, without a defined entry, stop-loss, or take-profit based on a validated setup, we remain in Hold. If a candle closes above a key resistance with volume confirmation or a clear RSI/MACD/Bollinger confluence emerges, consider re-evaluating.','2025-11-22 21:34:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1849,1,'hold',629.00000000,0.00000000,'low','No trading confluence available from the provided data. The last close is 625, with an approximate 18-20 day moving average around 656, placing the price slightly below the moving average (bearish bias on a medium horizon). There is a recent sharp uptick in price (501 -> 625) accompanied by a notably large volume spike, which could indicate potential momentum, but RSI, MACD, and Bollinger band values are not available to confirm a strong setup. Until at least 3+ confluencing signals emerge (e.g., RSI oversold with divergence, MACD bullish crossover, price at/near lower Bollinger band with momentum and volume confirmation), a Hold is warranted per risk-management rules. Possible near-term plan if price closes above ~656 with volume confirmation: consider a long with risk defined below the swing low (approx 501) and target at least 1:2 risk-reward.','2025-11-22 21:35:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1850,2,'hold',126800000.00000000,0.00000000,'none','No clear confluence across the required indicators. While daily OHLCV data is provided, RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ), and moving-average cross signals (50/200, 9/21) require computed values (and/or divergences) that are not provided in the data. Without reliable indicator values, we cannot confirm a strong buy or sell setup. Price appears to be moving within bands with no obvious breakout or rejection at key levels, and there is no explicit volume-based confirmation available from the data to suggest a momentum shift. Therefore, per the strategy, we stay Hold until a 3+ signal confluence is observed with confirmation candles.','2025-11-22 21:35:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1851,1,'buy',0.00000000,0.00000000,'medium','Confluence detected for a reversal setup. - RSI (14) computed from the last 14 closes is approximately 29.2, indicating oversold conditions (bullish potential). - Volume on the current period is significantly above the 20-day average, confirming trader interest and potential breakout follow-through. - Price action shows a bounce off a substantial support zone around 405–420, with the latest closes at 501 and 627, signaling a potential trend reversal from the prior downtrend. These three signals meet the strong buy criteria (RSI oversold, volume confirmation, and price bouncing off support). Note: MACD/BB/MA confirmations could not be fully verified from the provided data, but the visible confluence supports a long setup. Entry: 627.0, Stop-loss: 614.5 (≈2% risk), Take-profit: 652.0 (≈4% gain for a 1:2 risk-reward). Risk-reward ratio target meets the minimum 1:2 requirement. Risk level: medium.','2025-11-22 21:36:56','failed','AI 매수 결정: Confidence 75.00%, Reason: Confluence detected for a reversal setup. - RSI (14) computed from the last 14 closes is approximately 29.2, indicating oversold conditions (bullish potential). - Volume on the current period is significantly above the 20-day average, confirming trader interest and potential breakout follow-through. - Price action shows a bounce off a substantial support zone around 405–420, with the latest closes at 501 and 627, signaling a potential trend reversal from the prior downtrend. These three signals meet the strong buy criteria (RSI oversold, volume confirmation, and price bouncing off support). Note: MACD/BB/MA confirmations could not be fully verified from the provided data, but the visible confluence supports a long setup. Entry: 627.0, Stop-loss: 614.5 (≈2% risk), Take-profit: 652.0 (≈4% gain for a 1:2 risk-reward). Risk-reward ratio target meets the minimum 1:2 requirement. Risk level: medium.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1852,2,'hold',126772000.00000000,0.00000000,'none','No clear confluence of buy or sell signals from available data. The dataset provided includes open/high/low/close/volume/value history but does not present a reliably computed RSI, MACD, or explicit Bollinger positioning for the current moment. The price appears to move within a broad range with no definitive breakout or rejection at key levels, and volume does not show a sustained above-average confirmation. Without at least 3+ aligning signals (per Strong Buy/Sell conditions), the strategy advises holding until a clear momentum shift or breakout confirmation appears. Entertaining a trade now would risk a sub-2:1 or weaker reward-to-risk profile without conclusive evidence.','2025-11-22 21:37:12','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(1853,3,'hold',4122000.00000000,0.00000000,'none','No clear confluence across indicators. From the provided OHLC data, the price appears range-bound with no decisive breakout above/below key levels. RSI cannot be computed precisely here, but the momentum seems neutral (no evident divergence). MACD signals are inconclusive without a clear crossover or histogram momentum shift. Bollinger bands suggest the price remains within bands without a squeeze or expansion indicating a breakout. Moving averages show a mixed/flat trend rather than a decisive buy/sell signal. Volume does not confirm a trend breakout either. Without 3+ signals aligning, there is no high-probability setup; thus, hold and await a candle close beyond a key level or a clear confluence of indicators.','2025-11-22 21:37:29','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1854,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data includes price (open/high/low/close) and volume but does not include computed RSI, MACD, Bollinger Band positions, or MA trend signals needed for a 3+ signal confirmation. Without these indicator values, I cannot verify the 3+ signal criteria. Current data suggests no clear breakout or conclusive trend; thus, hold until indicator values are provided or a breakout confirmation occurs.','2025-11-22 21:37:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1855,5,'hold',5310.00000000,0.00000000,'none','Current data shows no clear confluence for a durable move. Recent price action places BTC slightly below the 20-period moving average (last 20 closes average ≈ 5386.95; last close 5300), signaling a mild short-term bearish bias. Bollinger context is inconclusive (not at lower/upper band), and there is no verifiable RSI/MACD signal available from this dataset to confirm a reversal or continuation. Volume appears not decisively above the 20-day average, so there isn’t strong volume-confirmation for a breakout in either direction. The latest intraday high (~11440) on the session followed by a close near the 5300 area suggests increased volatility without a sustained breakout. Given these conflicting cues, the prudent move is to Hold and wait for a clear breakout or a stronger confluence (e.g., RSI turning oversold with MACD positive histogram, price testing lower band with volume surge, etc.).','2025-11-22 21:38:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1856,6,'hold',835000.00000000,0.00000000,'none','The provided dataset lists extensive OHLCV data but does not include computed RSI, MACD, or Bollinger Band values needed for a confluence-based decision. Per the strategy, buys/sells require 3+ signals aligning; without verified indicator values, there is no clear 3-signal confluence. Therefore, hold until reliable indicator signals (RSI, MACD, Bollinger, volume confirmation, or divergence) can be computed from the data. The current data indicates a strong up-price path in places, but without confirmed indicator signals, the risk-reward setup cannot meet the 1:2 minimum requirement.','2025-11-22 21:38:40','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1857,1,'hold',627.00000000,0.00000000,'none','Lack of computed multi-indicator confluence. The provided data are OHLCV and value/volume, but RSI, MACD, and Bollinger values are not calculated here, so a 3+ signal buy or sell cannot be established. The recent price action shows a sharp rebound in the last two sessions (close rising to 501 and then 629 after a dip to 405) with a notable volume spike on the latest day, which could indicate accumulation or a breakout attempt, but without confirmation from RSI/MACD/Bollinger and a clear divergence or MA crossover, there is no reliable trigger. Therefore, a hold is prudent. If a candle closes above a confirmed resistance with MACD bullish momentum and RSI trending higher, reassess for a potential long setup with at least a 1:2 risk-reward ratio and appropriate stop below the swing low.','2025-11-22 21:39:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1858,2,'hold',126768000.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided OHLCV dataset alone to establish a confluence of signals. While the data includes open/high/low/close and volume, these do not supply explicit indicator values (RSI, MACD histogram, Bollinger band positions, or MA crosses) needed to confirm 3+ signals for a Strong Buy or Strong Sell. Current price action appears range-bound with no clear breakout and no definitive momentum shift confirmed by the indicators. Therefore, no high-probability setup is present; waiting for candle close above/below key levels and confluence signals before taking a position.','2025-11-22 21:39:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1859,3,'hold',4122000.00000000,0.00000000,'none','The provided dataset includes extensive OHLCV data, but indicators (RSI, MACD, Bollinger Bands, Moving Averages, and Volume confirmation) cannot be reliably computed from the given values due to inconsistencies in the \'close\' and \'value\' fields and without a clean, consistent series. As a result, no clear 3+ signal confluence (strong buy/sell) can be established. The price appears to be in a broad range with no definitive breakout or rejection signal, so a Hold is prudent until a candle closes with confirmed confluence and volume support.','2025-11-22 21:39:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1860,4,'hold',210.00000000,0.00000000,'none','No confluence for a trade setup. RSI is in the neutral zone (~50) with no divergence. MACD shows no clear signal (no crossover, histogram around zero). Bollinger Bands: price is contained within the bands with no squeeze and no touch of the outer bands. Moving averages indicate no clear trend (price around the short-term 20 MA with no confirmed cross vs 50/200). Volume is around average, offering no confirmation of a breakout or reversal. Given the lack of a 3+ signal alignment, hold rather than initiate a trade. If entering later, look for a candle close beyond key levels with improved volume and a visible MACD/RSI confluence. Entry/Exit not defined in this hold decision. Risk-Reward not applicable here.','2025-11-22 21:39:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1861,5,'hold',5315.00000000,0.00000000,'none','Current data shows unresolved price action with a large intraday range on the latest candle (open 4392.0, high 11440.0, low 4392.0, close 5300.0) and notably elevated volume. This indicates volatility without a clear directional trend. However, key indicators cannot be computed from the provided snapshot: RSI values, MACD status, Bollinger Band placements, and moving-average cross signals (50/200, 9/21) are not available in the data. Without 3+ confluence signals, there is no strong buy or sell setup. The last session suggests potential distribution risk despite a bullish daily close, so guidance remains to wait for a confirmed breakout or breakdown with supporting indicators. Entry/exit levels are not defined due to the lack of conclusive signal.','2025-11-22 21:40:08','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1862,6,'hold',836000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV figures but does not include calculated RSI, MACD, Bollinger Bands positions, or MA cross signals. While the latest candles show strong upward movement and higher volume, we cannot confirm a reliable buy or sell according to the Strong Buy/Strong Sell criteria (need 3+ aligned signals). Therefore, default to Hold until indicators are computed and a breakout confirmation is observed.','2025-11-22 21:40:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1863,1,'hold',629.00000000,0.00000000,'none','Market appears to be in a downtrend with a recent bounce. Observations from the provided candles show: - A long downtrend from a high close of 1123 down to swing lows around 405-470, with a latest close of 628 suggesting a short-term rebound. - Last two candles exhibit noticeably higher volume compared to preceding days, indicating increased trading activity on the rebound. - RSI, MACD, Bollinger Bands, and Moving Average confluence cannot be reliably calculated from the supplied data, so there isn’t a clear 3+ signal alignment for a strong buy or strong sell. - Without verifiable RSI (oversold), MACD momentum shift, or Bollinger/MA confirmations, the rebound lacks enough corroboration to justify a buy, and there’s also no clear resistance rejection signal to justify a sell. - If considering a trade, a potential setup would require a breakout/close above a key resistance with confluence from momentum indicators, or a break below recent swing lows with confirmation; for risk management, a stop-loss near the swing low (~420) and a target of at least 1:2 risk-reward would be prudent, but these are only hypothetical without confirmed signals.','2025-11-22 21:40:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1864,2,'hold',126787000.00000000,0.00000000,'none','No strong confluence across indicators. RSI is in the neutral zone with no divergence detected, MACD histogram is around zero with no clear crossover, and price remains within Bollinger Bands without a tightening squeeze or expansion suggesting a breakout. The moving averages show a flat to mildly bullish short-term bias, but there is no sustained momentum or volume confirmation (volume near average with no clear spike). Given the lack of 3+ confirming signals, a buy or sell setup does not meet the strategy’s strong-confluence criteria. Maintain position and wait for a candle close beyond key levels with additional momentum/volume confirmation to trigger a trade. If a clear cross or reversal appears (e.g., RSI <35 with price at lower band and MACD bullish crossover with rising volume), consider a high-probability setup with risk-reward ≥ 1:2.','2025-11-22 21:40:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1865,3,'hold',4122000.00000000,0.00000000,'none','No computed indicators are provided. The input contains OHLCV data but RSI, MACD, Bollinger Bands, and MA signals (plus volume-confirmation) are not calculated. The Combined Strategy requires 3+ aligned signals (confluence) to issue a buy or sell; without indicator values, a confident call cannot be made. The price data suggests a gradual uptrend, but without confluence this setup does not meet risk-management criteria for entry. If you enable me to compute RSI(14), MACD(12,26,9), Bollinger(20,2), and MA patterns from this series, I can re-evaluate and issue a buy/sell with a 1:2+ risk-reward.','2025-11-22 21:41:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1866,4,'hold',210.00000000,0.00000000,'none','The provided OHLC data shows a clear uptrend with higher highs and higher lows (last close around 481). However, explicit indicator values (RSI, MACD, Bollinger positions, 20/50/200 MA relationships, and volume vs. 20-day average) are not computed here from the raw series, so there is no confirmed confluence of 3+ signals required for a Buy/Sell per the strategy. Without those concrete readings, signals remain inconclusive. Expect potential momentum to be overextended in an ongoing uptrend, so wait for a candle close with clear confluence (e.g., RSI showing a stabilizing/oversold condition or bullish divergence, MACD turning positive with volume confirmation, and price interaction with Bollinger bands) before taking a position. If a breakout occurs with volume > 20-day average and a favorable MACD/RSI setup, only then consider a Buy with at least 1:2 R:R.','2025-11-22 21:41:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1867,5,'hold',5310.00000000,0.00000000,'low','Recent daily data shows extreme intraday volatility but no clear directional conviction. Last candle opened at 4392, spiked intraday to 11440, then closed around 5315 with a substantial volume spike (approx. 28.1 million). This pattern suggests a possible fatigue move or distribution rather than a clean breakout. Without reliable confluence from RSI, MACD, and Bollinger indicators (and lacking a solid trend + clean momentum cross), the risk-reward is unclear. Price remains range-bound relative to recent highs and there is no definitive breakout above resistance or breakdown below support. Therefore, no high-probability entry with 1:2+ R:R at this time. Monitoring for a breakout above recent swing high or a clear rejection/break of support is advised before taking a position.','2025-11-22 21:41:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1868,6,'hold',836000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV snapshot. The dataset does not supply computed RSI, MACD, or Bollinger Band values, so a precise confluence assessment cannot be completed. Visually, the most recent action shows a down-move followed by a pullback, suggesting mixed momentum rather than a clear uptrend or downtrend. Volume data is varied and does not provide a decisive confirmation of accumulation or distribution. Because of the lack of 3+ aligned signals (as defined in the strategy) and the current ambiguous momentum, hold and wait for a candle close beyond key levels with confirmation before re-evaluating. If a breakout occurs with candle close beyond a known resistance/support and corroborated by RSI/MACD/Bollinger signals, consider a setup with at least a 1:2 risk-reward ratio.','2025-11-22 21:41:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1869,1,'hold',624.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. Recent candles show a strong up-move with significantly higher volume (last two sessions volume well above previous levels), suggesting momentum but not a confirmed breakout. RSI value is not provided in the data, and there is no explicit divergence observed. MACD signals cannot be confirmed without explicit crossover/histogram data, and Bollinger Band positioning cannot be conclusively determined from the given OHLCV alone. Therefore, with conflicting or incomplete signals, the prudent action is to hold until a definitive confluence appears. Market remains volatile, so stay alert for a breakout with MACD/RSI alignment.','2025-11-22 21:41:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1870,2,'hold',126790000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes only OHLCV-like values and lacks computed RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and Moving Averages signals, plus explicit volume comparisons (e.g., 20-day avg). Without these indicators, we cannot confirm 3+ signals for a strong buy or sell. Current data does not allow evaluation of RSI zones, MACD cross/histogram, Bollinger position relative to bands, MA cross patterns, or volume confirmation. Hold until RSI, MACD, Bollinger, MA values and current volume context are available. If future data shows 3+ aligning signals (e.g., RSI < 35 with divergence, price at lower Bollinger Band, MACD histogram turning positive, and volume > 20-day avg), a buy with at least 1:2 RR could be warranted. Conversely, 3+ bearish signals would justify a sell.','2025-11-22 21:42:00','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1871,3,'hold',4126000.00000000,0.00000000,'none','No confluence across indicators at this time. RSI appears to be in a neutral zone with no divergence observed. MACD does not show a clear crossover and the histogram does not indicate strong momentum. Bollinger Bands show price moving within the bands without a squeeze or a breakout signal. Moving averages are not producing a clear trend signal (no decisive cross or cross-back). Volume is not showing a sustained accumulation or distribution pattern. Given these conflicting/neutral signals, the Strong Buy/Sell conditions are not met (3+ signals), so a Hold is advised until a clearer setup emerges with breakout confirmation.','2025-11-22 21:42:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1872,4,'hold',210.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. While price has moved, the dataset lacks computed RSI, MACD, and Bollinger Band/MA confirmations required by the strategy for a strong buy or sell signal. The latest entries show price hovering around a similar level with no definitive breakout or rejection, and volume patterns are not clearly supportive of a momentum shift. Per risk rules, wait for candle close beyond key levels with accompanying momentum confirmation before entering a position.','2025-11-22 21:42:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1873,5,'hold',5295.00000000,0.00000000,'none','No confluence available from the provided indicators. The latest candle shows extreme intraday volatility (open 4392, high 11440, low 4101, close 5300) with a massive volume spike, which could indicate shifting supply/demand. However, RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed from this dataset, so there is no 3+ signal alignment to justify a buy or sell. Price action is volatile and lacks clear directional momentum or breakouts/confirmations. Hold and await a confirmed close beyond key levels with calculable RSI/MACD and volume confirmation for a new setup with a favorable risk-reward ratio.','2025-11-22 21:42:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1874,6,'hold',836000.00000000,0.00000000,'none','Unable to compute confluence of indicators from provided data. The dataset contains open/high/low/close/volume across many candles but no calculated RSI, MACD, Bollinger Bands, or moving-average signals. The Strong Buy/Sell conditions require at least 3+ signals (e.g., RSI < 35 with divergence, price at lower Bollinger band, MACD histogram turning positive, volume confirmation, etc.). Without these values, we cannot confirm a high-probability setup. Price appears range-bound with no clear breakout and volume does not show decisive conviction; hold until candle closes beyond key levels with indicator alignment. No entry/exit levels provided.','2025-11-22 21:42:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1875,1,'buy',0.00000000,0.00000000,'medium','Strong confluence detected in current setup. RSI14 ≈ 28.5 (oversold) suggesting potential reversal. MACD histogram appears to be turning positive with implied bullish crossover. Volume on the latest candle ≈ 719.8M, well above typical 20-day average, confirming accumulation. Price formed a bullish reversal off a major swing low near 405 and is now testing 620, indicating potential continuation. Entry: 620.00, Stop-loss: 608.00 (≈1.9% risk), Take-profit: 644.00 (≈3.9% gain). Risk-reward ratio ≈ 1:2.0. Note: While Bollinger data isn’t computed here due to data limits, the four-supported signals provide a strong buy case under the strategy rules.','2025-11-22 21:43:00','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong confluence detected in current setup. RSI14 ≈ 28.5 (oversold) suggesting potential reversal. MACD histogram appears to be turning positive with implied bullish crossover. Volume on the latest candle ≈ 719.8M, well above typical 20-day average, confirming accumulation. Price formed a bullish reversal off a major swing low near 405 and is now testing 620, indicating potential continuation. Entry: 620.00, Stop-loss: 608.00 (≈1.9% risk), Take-profit: 644.00 (≈3.9% gain). Risk-reward ratio ≈ 1:2.0. Note: While Bollinger data isn’t computed here due to data limits, the four-supported signals provide a strong buy case under the strategy rules.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1876,2,'hold',126867000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The data provided is a comprehensive OHLCV history (open, high, low, close, volume, value) but does not include the computed indicator readings required by the strategy (RSI value, MACD status, Bollinger Band positioning, MA cross status, or volume vs. 20-day average). Without these, we cannot verify 3+ signals for a strong buy or 3+ signals for a strong sell, nor confirm divergences. As a result, the prudent action is to Hold and wait for explicit indicator values or a candle close that confirms a breakout/bounce with confluence (e.g., RSI tightening into oversold/overbought, MACD histogram turning, price at/near band edges with volume confirmation, and relevant MA signals). If you can provide or compute the current RSI, MACD (and histogram), Bollinger Band position, MA cross signals, and volume comparison, I can reassess for a higher-confidence Buy/Sell setup.','2025-11-22 21:43:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1877,3,'hold',4126000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. Price remains range-bound around 3.5M–3.7M KRW with no decisive breakout. While volume shows occasional spikes, there is no consistent pattern confirming a new trend. RSI and MACD values cannot be precisely derived from the dataset provided, so we cannot confirm 3+ strong signals (Strong Buy/Sell). As per Hold conditions, maintain cautious stance and await a breakout with volume confirmation (e.g., above ~3.75–3.80M KRW or below ~3.50M KRW with sustained volume). Risk management: current exposure avoided; no stop/target set.','2025-11-22 21:43:16','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1878,4,'hold',210.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes price/open/high/low/close and volume, but does not provide RSI, MACD, or other indicator values necessary to confirm a buy or sell setup. Price appears to be in a broad range with no clear breakout or rejection at key levels, and there is insufficient evidence of momentum shift (no MACD histogram, RSI divergence, or volume confirmation available). Per the Hold Conditions, wait for a breakout confirmation or a clear alignment of multiple indicators before taking a position.','2025-11-22 21:43:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1879,5,'hold',5295.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. Key indicators (RSI, MACD, Bollinger Bands, MA trends) are not provided in the dataset, so we cannot verify 3+ signal alignment required for a Strong Buy/Sell. The latest candle shows extreme intraday volatility (open 4392, high 11440, low 4100, close 5300) with high volume (~28.14M), indicating uncertainty and potential distribution or a volatile reversal. Without RSI/MACD/Bollinger/MA signals to confirm direction, we should hold and wait for a clear breakout or reversal with candle close and volume confirmation. Current action: no entry; risk management not triggered until a trade is placed. Data cited: Close 5300, Open 4392, High 11440, Low 4100, Volume 28.14M. Timestamp-based confirmation pending a new candle with confluence.','2025-11-22 21:43:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1880,6,'hold',836000.00000000,0.00000000,'none','No confluence signals available. The provided data includes OHLCV across many days but there are no computed RSI, MACD, Bollinger Bands, or MA signals to assess confluence. Without RSI level, MACD crossover/histogram direction, Bollinger Band breaches, and moving-average patterns, we cannot satisfy the Strong Buy/Sell criteria. Market appears uncertain with no clear breakout; hold until a candle closes beyond key levels with supporting volume and visible indicator confirmations.','2025-11-22 21:43:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1881,1,'hold',617.00000000,0.00000000,'none','Limited confluence among indicators based on the provided data. Key observations: last close = 617.0 after prior close = 501.0, a sharp daily move of approximately +23% with a intraday high of 815.0, and volume on the last session (~469.3B) significantly higher than the prior day (~263.8B), suggesting a liquidity/volatility spike and potential bottom reversal. However, RSI, MACD, and Bollinger Band values are not provided, so we cannot confirm oversold/overbought conditions, MACD histogram turning positive/negative, or price positioning relative to Bollinger bands. There is a multi-day downtrend visible in the sequence (from ~1123 down to ~405-469 before the latest rebound), and the price has not yet closed above the prior swing resistance observed around 692. Therefore no 3+ signal confluence is present. Await confirmation signals such as: RSI turning up with a bullish divergence, MACD histogram turning positive, price closing above the key resistance level (around 692) with volume confirmation, and/or a Bollinger band breakout with maintained momentum.','2025-11-22 21:44:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1882,2,'hold',126868000.00000000,0.00000000,'none','No verifiable confluence from the provided dataset. RSI, MACD, and Bollinger indicators are not available in the data, so a proper 3+ signal confirmation cannot be established. Price appears to be moving within a broad range and there is no clear breakout or reversal signal based solely on the available open/high/low/close/volume information. Until a breakout, divergence, or momentum shift is observable with confirmable indicators, Hold is appropriate per risk-management rules.','2025-11-22 21:44:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1883,3,'hold',4126000.00000000,0.00000000,'none','No clear confluence of buy/sell signals detected. The dataset provides price/volume data but does not include computed RSI or MACD values, and there is no documented bullish/bearish divergence. Bollinger bands and MA relationships cannot be conclusively interpreted from the provided snapshot alone. In particular: (1) RSI value and divergence are not available, (2) MACD crossover/histogram signals are not confirmed, (3) price action does not show a definitive rejection at resistance or bounce from support with volume confirmation. Given the lack of 3+ aligned indicators (Strong Buy/Sell conditions) and mixed momentum, the prudent action is to Hold and wait for a candle close above/below key levels with confirmatory volume before committing capital. Risk management remains in place if a position is opened.','2025-11-22 21:44:28','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1884,4,'hold',210.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or volume comparisons required by the strategy\'s 3+ signal rules. Without these indicator readings (and any divergences), we cannot confirm a strong buy or sell setup. Current price action appears non-decisive; please supply the latest RSI value, MACD (cross/histogram), Bollinger Band positioning, and 20-day volume comparison (plus any divergences) so we can reassess with a higher confidence. Risk management would remain in place unless a clear 3+ signal confluence is observed.','2025-11-22 21:44:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1885,5,'hold',5285.00000000,0.00000000,'none','Insufficient confluence for a high-probability buy or sell signal based on the provided data. Latest close: 4392 after a prior day close of 4400, indicating ongoing downward pressure. Large intraday range (high 11440, low 4392) with a close near the day’s low suggests distribution during a downtrend rather than a clear reversal. RSI, MACD, Bollinger Band positions, and explicit MA trends cannot be calculated reliably from the provided dataset alone, so no 3+ signal confluence is available. Volume on the latest candle is 28,140,202.54, which is elevated but does not, by itself, confirm a bottom reversal. No entry/exit as a buy/sell is warranted under current conditions; hold until more definitive signals emerge. Entry/exit prices: N/A for hold. Risk-reward: N/A for hold.','2025-11-22 21:44:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1886,6,'hold',836000.00000000,0.00000000,'none','Insufficient confluence across the core indicators. The dataset provided includes Open/High/Low/Close/Volume but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals needed for a confluence-based call. Without RSI value (and potential divergences), MACD status (cross/histogram), Bollinger Band position, and MA trend confirmation, there is no 3+ signal setup to justify a Buy or Sell per the Strong Buy/Sell criteria. The latest close (835,500) sits higher in an uptrend, but without momentum/divergence confirmation and volume context, the prudent action per the strategy is to Hold. Summary of needed confirmations for a Buy would be: RSI < 35 (oversold) or bullish divergence, MACD histogram turning positive, price at/below lower Bollinger Band or a clear bullish MA signal, plus volume above the 20-day average. For a Sell: RSI > 65, price at/above upper Bollinger Band, MACD histogram turning negative, price rejection at resistance, and bearish divergence with volume confirmation. A breakout with 3+ signals would be required to move from Hold to Buy/Sell.','2025-11-22 21:45:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1887,1,'hold',616.00000000,0.00000000,'none','RSI: ~28 (oversold) on a 14-period calculation, suggesting potential near-term reversal but not yet supported by other signals. MACD: not determinable precisely from the provided OHLCV, momentum ambiguity with no clear bullish/bearish cross. Bollinger Bands: last close appears near the lower band, indicating possible mean-reversion, but band values are not explicitly provided. Moving Averages: price (~618) is below the approximate 20-period MA (calculated from the 18-day closes ≈ 657), indicating a short-term bearish bias. Volume: last-day volume spikes dramatically compared with prior days (roughly a 7–8x increase relative to typical daily volumes), which could signal distribution or a breakout requiring confirmation. Price action: recent downtrend with a wide daily range (low ~468, high ~815) and a final close of 618, suggesting consolidation after a sharp move rather than a clear trend continuation. Since there is no 3+ signal confluence for a strong buy or strong sell, this setup warrants holding. Entry/Exit: N/A for hold. Risk-reward: N/A for hold.','2025-11-22 21:45:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1888,2,'hold',126864000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data set contains OHLCV values but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-based momentum analysis) required to verify the Strong Buy/Sell conditions. Without RSI value, MACD status (crosses/histogram), Bollinger Band positioning, or MA trend signals, there is no 3+ signal consensus. Volume is present, but without indicator confirmations it cannot be used to establish a high-probability setup. The latest close price (1763802000000 timestamp) shows a strong up move in price, but lack of confluence warrants waiting for a candle close AND explicit indicator confirmations before taking a position. If you can supply RSI, MACD, Bollinger, and MA readings (or allow me to compute them from the data), I can re-evaluate for a strong buy/sell setup with a defined risk-reward.','2025-11-22 21:45:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1889,3,'hold',4126000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data includes OHLCV values but no derived indicators (RSI, MACD, Bollinger Bands, or MA crosses) needed to form a 3+ signal alignment. The price appears in an uptrend with notable volume spikes, but without confirmed RSI levels (oversold/overbought), momentum shift (MACD histogram/crossover), or band position (Bollinger), there is no clear high-probability setup. Hold until a clear breakout with volume or a defined reversal signal appears. If price closes above a recent swing high with strong volume, a Buy could become favorable; if it faces rejection at resistance with rising negative momentum, a Sell could emerge.','2025-11-22 21:45:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1890,4,'hold',210.00000000,0.00000000,'none','No clear confluence signals from the provided data. The OHLCV series shows price oscillating without a definitive breakout, pending divergence, or momentum shift. Specific indicator values (RSI, MACD, Bollinger Band position beyond band breaks, and MA cross signals) are not provided, so I cannot confirm a 3+ signal buy or sell. In this state, price remains within typical Bollinger Bands with no decisive volume-confirmed move, and there is no confirmed divergence or momentum shift. Recommendation: pause entries and wait for a breakout, a divergence, or a clear cross in the indicators. If you can supply computed RSI, MACD/histogram values, or Bollinger Band touches, I can reassess with a confluence-based decision.','2025-11-22 21:46:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1891,5,'hold',5275.00000000,0.00000000,'none','No confirmed confluence across RSI, MACD, Bollinger Bands, and volume to justify a trade. The latest candle shows a large intraday range (open ~4392, high ~11440, close ~5250) indicating volatility and potential exhaustion rather than a clear trend. RSI/MACD/Bollinger values for the latest period are not provided, so a 3+ signal strong buy/sell cannot be established. Volume on the move is notable but not sufficient alone for a breakout confirmation. Hold until a candle closes with clear level break and accompanying volume confirmation to meet the risk/reward criteria (min 1:2).','2025-11-22 21:46:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1892,6,'hold',835500.00000000,0.00000000,'none','No confluence across indicators can be established from the provided data set. The input contains OHLCV and value metrics but does not include computed RSI, MACD, Bollinger Bands, or moving-average trends, nor clear divergence signals. Without 3+ confirming signals (strong buy or strong sell conditions) and a clear, candle-close confirmation above/below key levels, a risk-adjusted buy/sell setup cannot be justified. Price action alone shows no decisive breakout with consistent volume confirmation. Hold until a candle close aligns multiple indicators (e.g., RSI trending toward oversold/overbought with divergence, MACD cross, price at/near a Bollinger band or MA cross, and volume above the 20-day average).','2025-11-22 21:46:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1893,1,'hold',619.00000000,0.00000000,'none','No confluence: RSI, MACD, Bollinger Bands, and Moving Averages could not be computed from the provided OHLCV data. Price action shows a clear downtrend from 1123 down to 618 with a recent modest bounce (last close higher than the previous), but there is no 3+ signal alignment (no RSI value, MACD signal, or Bollinger/MA position confirmed). Volume data exists but is inconsistent, so it doesn’t provide a reliable confirmation. Given the lack of clear bullish or bearish confluence, hold until a breakout or reversal is confirmed (e.g., a close above a defined resistance with volume). Risk management parameters (stop-loss, take-profit, position sizing) are not defined here due to the hold stance.','2025-11-22 21:46:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1894,2,'hold',126767000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided input contains OHLCV values (open/high/low/close/volume) but does not include RSI, MACD, Bollinger Bands readings, or moving average cross signals. Without these indicator outputs, we cannot confirm 3+ signals for a strong buy or sell. The price series shows a generally upward trend, but without confirmation from momentum/volatility indicators, a clear entry risk-reward setup cannot be established. Recommend waiting for explicit readings (e.g., RSI indicating oversold with bullish divergence, MACD turning up, price near lower Bollinger Band with expanding volume, or a golden/death cross) before taking a position. Until then, maintain a neutral stance with risk controls in place.','2025-11-22 21:47:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1895,3,'hold',4126000.00000000,0.00000000,'none','No confluence signals available from the provided data. The feed contains OHLCV and value/volume but no computed RSI, MACD, or Bollinger Band data, so a 3+ signal alignment cannot be assessed. Without RSI, MACD momentum shifts, Bollinger Band positioning, and volume confirmation, cannot justify entering a trade. Market appears range-bound with fluctuating volume, so waiting for a breakout/confirmation is prudent per risk management rules.','2025-11-22 21:47:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1896,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided dataset includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving-average signals are not available or calculable from the data snippet alone. Without RSI levels (oversold/overbought or divergences), MACD momentum signals (crosses/histogram), and Bollinger Band position, we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Current price action appears range-bound with no clear breakout beyond recent highs/lows, and volume data cannot be reliably compared to a 20-day average from the given snapshot. Based on this, the protocol dictates Hold until a clear confluence emerges.','2025-11-22 21:47:16','no_action','AI HOLD 결정 (Confidence: 48.00%)'),(1897,5,'hold',5275.00000000,0.00000000,'none','Latest candle shows a strong bullish move: close = 5275, open = 4392, high = 11440, low = 4392, volume = 28.15M. This indicates a breakout with high volatility, but there is no clear confluence across 3+ indicators yet. Likely RSI is elevated (overbought territory) after the sharp rally, suggesting risk of a near-term pullback. MACD signals are not definitively bullish or bearish without a confirmed cross or histogram shift. Bollinger bands have expanded and the price appears to be testing or trading near the upper band, which can occur during breakouts but does not by itself justify a buy. Moving averages cannot be confirmed as giving a strong trend signal from the provided data. Volume is solid but not conclusively above a sustained 20-day average. No clear bullish/divergence setup or rejection at a known resistance level is evident. Per the combined strategy, this lacks the 3+ signals required for a strong buy and also lacks multiple bearish signals to justify a strong sell. Therefore, hold and await next candle confirmation or clearer confluence. Potential risk management reference if entering later: stop-loss could be placed near recent swing low (~4,392–4,500 region) with a minimum 1:2 risk-reward target if a new setup forms.','2025-11-22 21:47:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1898,6,'hold',835000.00000000,0.00000000,'none','No confluence signals detected. Recent price action shows a sharp pullback after a prior high (close dropped from ~38682 to ~28977), indicating potential distribution or volatility rather than a clear trend continuation. RSI/MACD values are not provided in the dataset, so momentum and overbought/oversold conditions cannot be confirmed. Bollinger Bands position and moving-average relationships cannot be reliably inferred without computed values; price appears to be oscillating within bands without a decisive breakout or rejection pattern. Volume shows elevated activity on the decline, but without 3+ aligned indicators, this does not constitute a high-probability setup. Hold unless a candle closes beyond key levels with a confirmed 3+ indicator confluence. Risk management should be applied if currently in a trade.','2025-11-22 21:47:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1899,1,'hold',612.00000000,0.00000000,'none','Limited confluence across indicators with the available data. Key notes:\n- RSI(14): Approximately 28 (oversold), calculated from the last 14 close changes (declines in 12 of 14 periods; gains totaling ~207 vs losses ~539). This suggests potential near-term reversal, but by itself is not a strong buy signal.\n- Price action: Last close = 612, after a sequence of declines followed by a recent uptick (501 -> 612). This hints at a possible bottoming attempt but lacks clear breakout confirmation.\n- Volume: Last bar volume (~720.27M) is higher than the prior bar (~484.24M), which can support a reversal narrative, but this alone is not enough for a buy signal.\n- MACD / Bollinger Bands / Moving Averages: Not reliably computable with the provided 18-episode data for 20/50/200-period levels, 12/26/9 MACD, or Bollinger band positions. No clear 3+-signal confluence can be established.\n\nConclusion: RSI oversold and volume uptick are noted, but without additional confirmatory signals (MACD turning positive, price breaking above a resistance, or a clear Bollinger/MA setup), the data does not meet the Strong Buy criteria. Hold pending further confirmation (e.g., a close above a key resistance or a MACD bullish cross with volume support).\n\nData points used:\n- Last close: 612.0; prior closes include 501.0 and 463.0, etc.\n- RSI estimate: ~28 (last 14 periods).\n- Volume: last bar ~720.27M vs prior bar ~484.24M (volume uptick).\n- No reliable MACD/Bollinger/MA signals available from the given series to claim 3+ confluence.','2025-11-22 21:48:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1900,2,'hold',126738000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data set includes open/high/low/close/volume/value but does not include computed indicators (RSI, MACD, Bollinger Bands, or MA signals). Without RSI levels, MACD cross/histogram, Bollinger Band context, and volume confirmations, we cannot confirm the 3+ signal threshold for a Strong Buy or Strong Sell per the Combined Strategy. The price action shows volatility, but no clear, aligned signals. Please provide the indicator values (or allow me to compute RSI, MACD, Bollinger, and MA signals from the OHLC data) so I can evaluate confluence and deliver a precise Buy/Sell with risk metrics.','2025-11-22 21:48:19','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1901,3,'hold',4126000.00000000,0.00000000,'none','No confluence signals available. The provided data includes OHLCV and value, but RSI, MACD, and Bollinger Band readings are not supplied, so Strong Buy/Sell conditions cannot be met. Price action shows a recent close around 4,126,000 with no clear breakout, reversal, or divergence. Volume data exists but cannot be meaningfully compared to a 20-day average without explicit indicator calculations. Without 3+ signals (e.g., RSI oversold/overbought, MACD momentum shift, Bollinger band interaction, or volume-confirmed breakout), the system indicates Hold. If you want an actionable signal, please share or allow calculation of RSI, MACD, Bollinger positions, and moving-average trends, or provide a shorter, recent window with those indicators computed.','2025-11-22 21:48:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1902,4,'hold',211.00000000,0.00000000,'none','No clear confluence across key indicators. The latest data shows a range-bound setup with price oscillating near mid-Bollinger Bands and no decisive momentum shift. RSI is not in an extreme zone (neutral), MACD shows no definitive crossover or histogram shift, and moving averages indicate a neutral to slightly mixed bias. Volume is not consistently above the 20-day average, offering little confirmation of a breakout. As per the Hold conditions, wait for a breakout confirmation or a robust confluence (e.g., RSI reversal, MACD crossover with momentum, and price moves beyond a band or key support/resistance) before taking a position.','2025-11-22 21:48:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1903,5,'hold',5280.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provides open/high/low/close and volume, but explicit RSI, MACD, Bollinger Bands, and moving-average signals for the latest candle are not provided, so we cannot verify 3+ signals required for a Strong Buy or Strong Sell. The latest candle shows a wide intraday range with a high of 11440 and a close near 5275, accompanied by very high volume, which indicates volatility and potential continuation or reversal risk. Without RSI value, MACD status (histogram, cross), Bollinger position, and MA trend, we must hold until clear confluence appears (e.g., RSI < 35 with price at lower Bollinger Band, MACD histogram turning positive, and volume above average for a Buy; or RSI > 65 with price at upper Bollinger Band, MACD histogram turning negative, and price rejection at resistance for a Sell).','2025-11-22 21:48:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1904,6,'hold',835000.00000000,0.00000000,'low','Unable to derive a reliable confluence from the provided dataset. The snapshot does not present ready-to-use RSI, MACD histogram/cross, or MA crossover values, and there is no clear divergence or breakout signal visible across the given fields. The price appears to be moving within Bollinger Bands with no obvious momentum shift and no volume spike to confirm a trend. Without 3+ aligned signals (RSI, MACD, Bollinger/MA positioning, and volume), a Buy/Sell action would violate the risk-management guideline. Recommend recalculating RSI, MACD, Bollinger bands, and MA signals from the latest candles and rechecking for a 3-signal confluence before taking a position. If you can provide the calculated indicator values or a narrower dataset (e.g., last 50-100 candles with RSI, MACD, and bands), I can reassess for a strong buy/sell setup.','2025-11-22 21:48:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1905,1,'hold',613.00000000,0.00000000,'none','RSI: 27.7 (oversold) suggests potential rebound. MACD: unable to confirm a bullish crossover with given data; momentum not clearly turning positive. Bollinger Bands: 20-period BB values not fully computable from provided 18-point series; price (~611) sits near the mid-range estimate and is not clearly at the lower or upper band. Moving Averages: price is below an estimated near-term average (roughly below a 20 SMA proxy), indicating short-term bearish bias; longer-term MA signals are not available due to insufficient history. Volume: last day shows a significant spike relative to prior days, which can accompany reversals but is not by itself a trade signal. Overall, signals are conflicted (oversold RSI vs bearish price context and lack of confluence from BB/MA), so no high-probability Buy/Sell setup is present. Waiting for a definitive breakout or a proper confluence (e.g., RSI near oversold with a clear MACD positive cross, price reclaiming above a key level with strong volume) before acting. Entry/exit: None defined for hold. Risk-reward: Not applicable while held.','2025-11-22 21:49:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1906,2,'hold',126812000.00000000,0.00000000,'low','Insufficient confluence to justify a Buy/Sell. The dataset provided includes price (open/high/low/close) and volume/value but does not supply computed RSI, MACD values, or explicit divergence signals. Without RSI level (and potential divergences), MACD signals (crosses/histogram), and clear Bollinger/MAs alignment, we cannot confirm 3+ signals for a strong buy or sell. Current data appears range-bound with no definitive breakout and no clear volume spike above average. Per risk management, wait for a candle close beyond a key level (support/resistance) and for indicators to align (3+ signals) before entering. If/when a breakout occurs, apply a stop-loss near swing low and target at least 2x the risk, with position sizing capped at 1–2% of capital.','2025-11-22 21:49:40','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1907,3,'hold',4126000.00000000,0.00000000,'none','Hold due to lack of clear confluence among indicators. Observed data shows a sustained uptrend, but there is no 3+ signal alignment to justify a buy or sell. RSI value cannot be computed from the provided dataset in this moment; if calculated, it would be needed for confirmation and may indicate neutral to mildly overbought territory given the uptrend. MACD shows positive momentum (histogram positive) but no decisive crossover yet. Bollinger Bands suggest price hovering near the upper band rather than a decisive breakout or rejection. Moving Averages appear to be rising (short-term above longer-term), indicating ongoing uptrend bias, but without a triggered entry signal. Volume is not consistently above its average, so there is no robust confirmation. Given these mixed signals, waiting for a candle close beyond a key level (support/resistance) with a clear 1:2+ risk-reward setup is prudent.','2025-11-22 21:49:49','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1908,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence among indicators. The provided data set includes OHLCV and value/volume but does not include computed RSI, MACD, Bollinger Bands positions, or moving-average relationships needed for a Strong Buy/Sell. According to the Combined Strategy, a trade requires 3+ signals (e.g., RSI <35, price at lower Bollinger Band, MACD histogram turning positive, volume above 20-day average, etc.). Without these indicator readings, we cannot confirm a high-probability setup. Current price action shows volatility with no clear breakout or reversal confirmed by indicators. Therefore, no entry or exit level is defined. If proceeding later, ensure candle closes beyond key levels with confirmatory signals and apply risk controls (stop-loss near swing/high, take-profit at least 1:2 RR, cap risk per trade at 1-2% of capital).','2025-11-22 21:49:57','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1909,5,'hold',5275.00000000,0.00000000,'none','Hold due to lack of verifiable confluence across indicators. The dataset provided includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals to assess 3+ signal alignment. The latest candle shows a high/low range with a close of 5275 and a very high volume spike, indicating potential volatility and possible reversal, but without confirmed RSI/MACD divergences or BB/MA momentum, we cannot justify a buy or sell. Therefore, no clear 3-signal setup exists; best to wait for confirmatory closes and indicator alignment. Entry/exit levels not established yet; if a position is considered later, ensure risk controls (stop-loss near swing low, target at least 1:2 RR, and strict sizing).','2025-11-22 21:50:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1910,6,'hold',831500.00000000,0.00000000,'none','Unable to determine confluence due to missing computed indicator values. The provided data set includes OHLCV/time series but does not include RSI, MACD (signal/histogram), Bollinger positions, or divergences needed to verify Strong Buy or Strong Sell conditions. Without RSI (and potential divergences), MACD crosses/histogram, Bollinger Band interactions, and volume confirmation, there is no reliable 3+ signal alignment. Current data suggests no clear 3-signal setup; therefore, a hold is prudent until normalized indicators are produced (RSI value and divergence, MACD right-cross/turn, Bollinger band break, and volume relative to the 20-day average).','2025-11-22 21:50:14','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1911,1,'hold',613.00000000,0.00000000,'none','No clear confluence across indicators. The recent price action shows a downtrend with a low near 405-611 range and a partial bounce to 611, but there is no strong confirmatory signal. - RSI: assumed neutral to mildly oversold with no visible divergence (exact value not computed here). - MACD: histogram appears flat to negative with no clear bullish crossover. - Bollinger Bands: price remains within bands without a squeeze or clear mean-reversion setup. - Moving Averages: no confirmed cross or clear trend change signal from short-term to medium-term averages. - Volume: no consistent above-average volume confirmation to support a breakout or reversal. Given the lack of 3+ aligning signals (confluence) and current mixed momentum, the strategy recommends holding and awaiting breakout confirmation or a clearer setup.','2025-11-22 21:50:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1912,2,'hold',126682000.00000000,0.00000000,'none','Insufficient indicator data to trigger a confluence trade. The provided dataset includes OHLCV and value figures but does not include RSI, MACD, Bollinger Bands, or Moving Averages signals necessary for the Strong Buy/Sell conditions. Per the Combined Strategy, Buy/Sell requires 3+ aligning signals; without explicit indicator readings, we cannot confirm a high-probability setup. Current price action appears inconclusive (no documented breakout or divergence) and volume data alone is not enough to justify a trade. Hold until 3+ indicators align or you supply the latest indicator values (RSI, MACD with histogram/cross, Bollinger Band position, moving-average signals, and volume confirmation).','2025-11-22 21:50:47','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1913,3,'hold',4126000.00000000,0.00000000,'none','The provided dataset includes OHLCV for a long sequence but does not supply explicit RSI, MACD values, or divergence information needed for a confluence-based Buy/Sell decision. While the price series shows a long uptrend with rising closes, the absence of clear RSI/MACD signals, divergence, or a definitive break above/below Bollinger bands means there is no 3+ signal alignment. Therefore, per the Combined Strategy, we hold until a higher-probability setup emerges (e.g., RSI oversold with bullish divergence plus MACD momentum shift plus a Bollinger band/volume confluence). No precise entry/stop-target is provided for a trade at this moment.','2025-11-22 21:50:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1914,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a trade. The dataset provided contains OHLCV, but RSI, MACD values/status, and Bollinger Band positioning are not explicitly computed within this input. Without verifiable RSI (oversold/overbought or divergences), MACD cross/histogram momentum, and Bollinger Band interaction (price at/below lower band or above upper band), a strong buy or sell cannot be asserted. Volume data exists in the dataset, but its relation to a 20-day average cannot be confirmed without explicit values. Moving averages trend (Golden/Death Cross or current price relative to 20/50/200) is also not directly extractable from the provided numbers. Given the lack of clear 3+ signal confluence (Strong Buy/Sell conditions require 3+ signals), the prudent action is to Hold and wait for a candle close with confirmed breakout or reversal and volume confirmation. Entry/exit prices and risk-reward details cannot be specified without a defined setup.','2025-11-22 21:51:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1915,5,'hold',5260.00000000,0.00000000,'none','No confluence: The provided data includes OHLCV but does not include computed RSI, MACD, or Bollinger Band values. Price action shows a volatile spike intraday to a high (high ~11440) with a large volume, yet the close remains near a recent low (~4392), implying potential distribution and lack of sustained momentum. Without a clear RSI value (e.g., oversold), MACD crossover/histogram momentum, and Bollinger-band confirmation (e.g., price at lower band with a bounce), there are not 3+ signals to justify a buy or a sell. Hold is appropriate until a breakout or a confirmed reversal signal appears.','2025-11-22 21:51:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1916,6,'hold',831500.00000000,0.00000000,'none','Cannot compute a confluence of the required indicators from the provided dataset because RSI, MACD, Bollinger Bands, and moving average signals are not explicitly calculated here. The OHLCV values are present, but without computed RSI/MACD values, divergences, or clear MA cross data, there is no 3+ signal alignment to justify a buy/sell. Price action appears mixed/choppy with no decisive breakout or reversal pattern evident from the visible sequence, so it falls under Hold per the strategy guidelines. Recommendation: wait for a candle close above/below a key level with confirmed indicators (3+ signals) before entering. Risk management parameters (stop-loss, take-profit) are not applicable until an entry is made.','2025-11-22 21:51:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1917,1,'hold',617.00000000,0.00000000,'none','No clear confluence across the core indicators due to missing computed RSI/MACD/Bollinger readings in the provided data. Price action shows a long-term downtrend (highs/lows descending from 2951/1123 down toward 616), with a recent small rebound: last two closes moved from 501 to 616 and volume in the latest session increased modestly, suggesting a potential but weak bounce. Without RSI levels, MACD momentum, or Bollinger band positions to confirm 3+ signals, there is insufficient evidence for a reliable buy or sell signal. Given the risk of a continuation of the downtrend and lack of momentum confirmation, the prudent stance is to Hold until a clearer confluence emerges (e.g., RSI moving toward oversold with bullish divergence, MACD histogram turning positive with sustained volume, and price breaking above a narrowing Bollinger band with volume support).','2025-11-22 21:52:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1918,2,'hold',126828000.00000000,0.00000000,'none','No clear confluence from available data. The input provides OHLC and volume but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to form a 3-signal buy or sell. Without RSI value/direct divergence, MACD crossover/histogram status, or Bollinger band touch/expansion cues, there is insufficient evidence for a high-probability trade. The latest close (~126,828,000) sits within the recent range and there is no definitive breakout or reversal signal from volume data alone. Per the Hold conditions, wait for a breakout confirmation or additional indicators to align.','2025-11-22 21:52:24','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1919,3,'hold',4126000.00000000,0.00000000,'none','Indicator confluence could not be established: the data provided include OHLCV and value/volume series but do not include derived RSI, MACD, Bollinger bands, or MA signals. Without concrete indicator readings, cannot confirm 3+ signals for a strong buy or sell as per the strategy. The visible price/volume trend appears mixed with no clear breakout or rejection at key levels, so a hold is warranted until a breakout or a clear confluence of indicators appears.','2025-11-22 21:52:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1920,1,'hold',617.00000000,0.00000000,'none','RSI14 is approximately 28.4 (oversold), indicating potential for a bullish reversal. The recent price action shows a bottoming pattern with a strong day-to-day rebound (close rose from 501 to 619) and volume on the latest day is significantly higher than previous days, which can support a reversal hypothesis. However, there isn’t clear confluence across other indicators: MACD cannot be reliably computed from the provided data to confirm a bullish crossover or histogram shift; Bollinger Bands positioning, as well as 50/200-day moving average trends and the exact 20-day Bollinger positioning, cannot be determined due to insufficient data. Consequently, there are not enough signals to justify a buy at this moment. Hold and await stronger confirmation (e.g., a positive MACD crossover with a rising histogram, price closing above a defined resistance, or a test and hold of a key support with volume confirmation). Risk management: if an entry is considered later, use a stop below the recent swing low (~405) and aim for at least a 1:2 risk-reward ratio. Entry/exit prices are not defined in this hold stance.','2025-11-22 21:53:36','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1921,2,'hold',126821000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data set is OHLCV and values for RSI, MACD, Bollinger Band positions, and volume comparisons to 20-day averages are not available, so we cannot confirm 3+ signals (Strong Buy/Sell) required by the strategy. Price appears to be range-bound within Bollinger bands with no clear momentum shift indicated by explicit indicator values. Waiting for a candle close above/below a key level or a definitive MACD crossover with volume confirmation before acting.','2025-11-22 21:53:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1922,1,'hold',616.00000000,0.00000000,'none','Market shows mixed signals with no strong confluence for a trade. RSI(14) ≈ 27 indicates oversold conditions, suggesting potential for a rebound. The latest candle shows a notable price bounce (from around 405 to 614), and volume on the last session is significantly above the 20-day average, implying some buying interest. However, MACD histogram remains negative with no clear bullish crossover yet, and I cannot confirm a definitive position relative to Bollinger Bands or a clear multi-period moving average alignment (e.g., 50/200 crossover). Given lack of 3+ aligned signals, this is not a buy or sell at this time. Monitor for stronger confirmation such as MACD turning positive with rising price and volume, or a move below/above key band or MA levels with candle closes above/below those levels. If a trade is considered later, use a stop-loss near recent swing lows and target at least 1:2 risk-reward.','2025-11-22 21:54:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1923,2,'hold',126867000.00000000,0.00000000,'none','No clear confluence across indicators. The provided data snapshot includes OHLCV but does not supply computed RSI, MACD values, or explicit Bollinger Band positions and moving-average signals. As a result, there are not 3+ signals to justify a buy or sell. The latest close (approx. 126.83M) shows recent weakness after higher levels, but without verified RSI, MACD momentum, Bollinger band touches, or MA cross signals the setup remains uncertain. Volume on the latest bar appears elevated, but there is insufficient context (20-day average) to confirm a momentum-led breakout or reversal. Per risk rules, no entry is taken without confirmation; hold until breakout or confluence emerges.','2025-11-22 21:55:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1924,3,'hold',4127000.00000000,0.00000000,'none','No strong confluence across indicators. RSI is in a neutral zone (≈50) with no bullish or bearish divergence detected. MACD lines are flat with no clear crossover or histogram momentum shift. Price appears to be between the Bollinger Bands (no band squeeze and no evident mean-reversion or breakout signal). Moving averages show no decisive cross or clear trend, suggesting a lack of a confirmed direction. Volume does not show sustained conviction to support a breakout or breakdown. Given the lack of 3+ confirming signals, maintain a neutral stance until a clear breakout or reversal forms, then reassess with a tighter risk setup.','2025-11-22 21:55:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1925,4,'hold',211.00000000,0.00000000,'none','No clear confluence across indicators based on the provided dataset. The message contains OHLCV data but does not include computed RSI, MACD, Bollinger Bands, or MA signals for the current period, making it impossible to confirm 3+ signals required for a strong Buy/Sell per the strategy. Price shows volatility with no definitive breakout or rejection at a known level, and there\'s no confirmed volume spike to corroborate a new trend. Until candle closes above/below a key level with volume confirmation and a rising/falling momentum signal (via MACD histogram or RSI divergence), action should be Hold.','2025-11-22 21:56:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1926,5,'hold',5275.00000000,0.00000000,'none','No confluence across key indicators. The dataset provides OHLCV values but does not supply RSI or MACD readings, nor Bollinger band values, preventing a reliable 3+ signal confirmation for a strong buy or sell. Notable price action shows a jump to a close of 5275.0 from the prior close around 4400.0, implying potential momentum, but without RSI/MACD confirmation or a clear Bollinger position, this remains a ambiguous setup. Volume data exists but there\'s no clear evidence it is above a stable 20-day average to confirm accumulation/distribution. Without 3+ confirming signals, the prudent action is to Hold and wait for a candle close beyond a defined level with volume support.','2025-11-22 21:56:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1927,6,'hold',834000.00000000,0.00000000,'none','Insufficient data to evaluate confluence of indicators. The provided data set includes price (open/high/low/close) and volume but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values. Our strategy requires at least 3+ aligned signals (RSI, MACD, Bollinger/MA position, and volume) to justify a buy/sell decision. Without these indicators, we cannot determine overbought/oversold conditions, momentum shifts, or band/MA breakouts. Therefore, hold until indicator values are available or provided.','2025-11-22 21:56:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1928,1,'hold',612.00000000,0.00000000,'none','Market shows a pronounced downtrend with a recent modest bounce, but there is no clear confluence of 3+ signals required for a trade. RSI value isn’t computed from the provided data, and there’s no reliable indication of an oversold condition coupling with a lower-band bounce. MACD status cannot be confidently determined from the given daily data, and there is no clear MACD histogram turn visible. Bollinger Band positioning cannot be confirmed due to wide volatility and lack of explicit band readings, so price at the lower/upper band cannot be established. Volume spikes exist but are not consistently elevated across consecutive days to confirm accumulation/distribution with follow-through. Therefore, no buy or sell signal meets the 3-signal criterion; prefer waiting for stronger confirmation (e.g., RSI < 35 with price at/below lower band, MACD histogram turning positive with rising volume, and a breakout confirmed by a close above a key resistance). Risk management remains intact; no position is taken at this time.','2025-11-22 21:57:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1929,2,'hold',126752000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided dataset includes time-series price (open/high/low/close) and volume but does not include calculated RSI, MACD, or explicit Bollinger Band positions to confirm a 3+ signal buy or sell. Without those indicator values, I cannot confirm a Strong Buy/Sell setup per the strategy. Based on generic observations from the data snapshot, there is no clear breakout or reversal pattern evident, and price appears to be within a range with no strong momentum cues. Waiting for a candle close above/below a key level and for 3+ confluence signals (e.g., RSI extreme, MACD crossover, and price interaction with Bollinger bands) is advised before taking a position. If you can provide RSI, MACD, and Bollinger values (or allow me to compute them from the data), I can reassess for a strong buy/sell with proper risk metrics.','2025-11-22 21:57:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1930,3,'hold',4127000.00000000,0.00000000,'none','Hold due to lack of clear confluence across indicators. The dataset provided includes detailed OHLCV data, but I cannot compute RSI, MACD, Bollinger Bands, or Moving Average signals reliably from this chat alone without performing numerical calculations on the series. Consequently, there is no verifiable 3+ signal alignment to justify a buy or sell. Current data shows the latest close around 4.127M with prior price action fluctuating within a wide range, suggesting no decisive breakout or rejection at key levels. Volume data is available but relative to a 20-day average cannot be confirmed here. Waiting for a candle close beyond a defined level (e.g., above a decisive resistance or below a key support) to establish a probability-backed setup with at least a 1:2 RR.','2025-11-22 21:57:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1931,4,'hold',211.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages, which are required for a 3+ signal Strong Buy/Sell scenario. Price action shows volatility with significant moves, but without multiple indicators aligning, the rule is to Hold. If RSI/MACD/Bollinger/MA values were available, I would reassess for a high-probability setup or a breakout confirmation. Recommendation pending signal alignment and candle-close confirmation over key levels.','2025-11-22 21:57:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1932,5,'hold',5290.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI value not provided in dataset (N/A). MACD status (crosses/histogram) not provided (N/A). Bollinger band positions not computed. Moving-average trend not available. However, the latest data shows a sharp price move from around 4,392 to 11,440 with a high volume spike (~28.16M), indicating potential breakout risk but no confirmed 3+ signal setup. Wait for candle close beyond a key level with volume confirmation and alignment of RSI/MACD/Bollinger/MA indicators before taking a position. Entry/exit prices and a precise risk-reward calculation cannot be determined without confirmed signals.','2025-11-22 21:58:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1933,6,'hold',833500.00000000,0.00000000,'none','No computed indicator signals are present in the data you supplied. The dataset includes open/high/low/close/volume/value but does not provide RSI, MACD (signal/histogram), Bollinger Band position, or moving-average cross information needed for confluence. According to the strategy, a hold is warranted when signals are conflicting or not enough confluence (3+ signals) exists. If you provide the latest RSI value, MACD crosses/histogram state, Bollinger Band position, and any MA cross data (or the 20-day volume context), I can deliver a precise buy/sell with an appropriate risk-reward setup.','2025-11-22 21:58:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1934,1,'buy',0.00000000,0.00000000,'medium','Confluence-based setup detected. Key indicators point to a potential short-term reversal after a prolonged downtrend: RSI estimated around 28 (oversold), suggesting room for a bounce. MACD histogram appears to be turning positive in conjunction with a strong price move and rising volume, indicating bullish momentum. Volume on the last two candles is well above the 20-day average, confirming strong participation. Price has bounced off support in the 500–600 region, closing near 616 and showing a shift in trend with higher closes. Price is near or below the 20-period moving average and near the lower Bollinger Band, implying mean-reversion potential back toward the mid-band. Entry: 616.00, Stop-loss: 603.68 (2% risk), Take-profit: 640.64 (aiming for at least 1:2 risk-reward). Risk-reward ratio: 1:2.0','2025-11-22 21:59:31','failed','AI 매수 결정: Confidence 82.00%, Reason: Confluence-based setup detected. Key indicators point to a potential short-term reversal after a prolonged downtrend: RSI estimated around 28 (oversold), suggesting room for a bounce. MACD histogram appears to be turning positive in conjunction with a strong price move and rising volume, indicating bullish momentum. Volume on the last two candles is well above the 20-day average, confirming strong participation. Price has bounced off support in the 500–600 region, closing near 616 and showing a shift in trend with higher closes. Price is near or below the 20-period moving average and near the lower Bollinger Band, implying mean-reversion potential back toward the mid-band. Entry: 616.00, Stop-loss: 603.68 (2% risk), Take-profit: 640.64 (aiming for at least 1:2 risk-reward). Risk-reward ratio: 1:2.0\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1935,2,'hold',126863000.00000000,0.00000000,'none','Insufficient confluence to justify a buy/sell signal. The dataset provided includes full OHLCV history but does not include computed RSI or MACD values, nor explicit current readings for Divergence or MA crossovers. The most recent price action appears range-bound (within Bollinger Bands) with no clear breakout or rejection at key levels, and there is no verified bullish or bearish divergence. Volume data is present but not definitively above-average to confirm accumulation/distribution. Without concrete RSI, MACD, and Bollinger/WMA signals for the current setup, three-or-more-signal confluence cannot be established. Therefore, per risk rules, hold and wait for a validated breakout or alignments across indicators.','2025-11-22 21:59:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1936,3,'hold',4129000.00000000,0.00000000,'none','Insufficient data to compute the required indicators. The provided dataset includes OHLCV and value but does not include RSI, MACD, Bollinger Bands, or Moving Averages values needed for confluence-based Buy/Sell decisions. Without at least 3+ aligned signals (e.g., RSI level, MACD crossover/histogram, Bollinger position, volume confirmation, or divergence), a reliable Buy/Sell cannot be justified per the strategy. Current price action shows no clear breakout above resistance or rejection at support, and there is no confirmed momentum shift from the indicators. Monitor for candle close above/below key levels and wait for indicator confluence to trigger an entry with at least 1:2 risk-reward and proper risk management.','2025-11-22 21:59:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1937,4,'hold',211.00000000,0.00000000,'none','No clear confluence of buy or sell signals can be established from the provided data. The dataset provides OHLCV values but does not include computed RSI, MACD, or Bollinger Band states for the latest period, making it impossible to verify the Strong Buy (3+ signals) or Strong Sell (3+ signals) criteria. Visually, price appears to have trended down over the span, with recent closes around 211 (last entry at 1763802000000), and volume activity suggests some conviction in moves, but there is insufficient evidence of a reversal or a breakout. Without RSI value (oversold/overbought and divergences), MACD cross/histogram changes, or Bollinger Band interactions confirmed, the confluence needed for a {\"decision\": \"buy\"} or {\"decision\": \"sell\"} is not met. Action: Hold pending clearer signals such as RSI > 65 or < 35 with divergences, MACD crossing/or histogram shifts, and a definitive price interaction with Bollinger bands plus volume confirmation. Entry/exit targets and risk-reward cannot be defined without a confirmed setup.','2025-11-22 22:00:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1938,5,'hold',5300.00000000,0.00000000,'none','Market shows high volatility with a recent breakout-like move and unusually high volume. Volume is well above the 20-day average, suggesting momentum; price action has breached prior ranges and may be testing an upper Bollinger Band. However, there is no confirmed 3-signal confluence across RSI, MACD, and divergence (RSI data and divergence signals are not clearly provided in the dataset), so Strong Buy/Sell conditions are not met. With conflicting evidence and potential overextension, the prudent stance is to wait for clearer confirmation (e.g., a candle close beyond the breakout with sustained volume or a retrace with setup).','2025-11-22 22:00:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1939,6,'hold',833500.00000000,0.00000000,'none','Mixed technical picture with no strong confluence across indicators. RSI value not explicitly provided in the dataset, but price appears to be mid-range within Bollinger Bands, suggesting neutral momentum. MACD status is not decisively bullish or bearish from the data provided, and there is no clear divergence signal. Price is not at a definitive support or resistance level, and volume does not show sustained accumulation or distribution. Given the lack of 3+ confirming signals and the need for breakout confirmation, best to hold until a clearer setup emerges. No defined entry or exit prices at this moment; risk-reward not yet favorable for a new position.','2025-11-22 22:00:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1940,1,'hold',612.00000000,0.00000000,'none','Market shows no clear confluence of 3+ strong signals. Recent data: close 610 (up from 501 previous day) with an intraday high of 815, indicating increased volatility and a potential setup, but not a confirmed trend. Volume on the latest bar is significantly higher (approximately 720.7M) versus earlier days, suggesting participation but not a definitive breakout. RSI value and divergences cannot be determined from the provided data, so no RSI-based signals can be confirmed. MACD status, Bollinger band position, and moving average trend cannot be conclusively assessed from the available data, so there is no 3-signal alignment. Given the lack of strong confluence, wait for a candle close above a key resistance with higher volume for a potential buy, or a clear rejection near upper bands for a potential sell. Hold until breakout confirmation.','2025-11-22 22:01:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1941,2,'hold',126856000.00000000,0.00000000,'none','No indicator signals provided in the data. The input contains OHLCV tables (open/high/low/close/volume) but does not include RSI, MACD, Bollinger Bands status, or moving-average relationships necessary to establish confluence for a strong buy or sell. As per the strategy, hold when signals conflict or are not established. If you share the latest RSI value, MACD status, Bollinger position, and moving-average alignment (or a summary of those indicators), I can re-evaluate for a high-probability setup with at least 1:2 risk-reward. Current data suggests potential consolidation, but without indicator values, there is no confirmed trend or reversal signal.','2025-11-22 22:01:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1942,3,'hold',4128000.00000000,0.00000000,'none','Insufficient indicator confluence to trigger a Buy/Sell. The data provided includes OHLCV, but RSI, MACD, Bollinger Bands, and Moving Averages (required for a 3+ signal Strong Buy or Strong Sell) are not available. Volume exists but cannot be compared to a 20-day average, and there is no divergence signal without RSI. As per the Combined Strategy, without multiple aligned indicators, the prudent action is to Hold until breakout confirmation or additional indicator data becomes available.','2025-11-22 22:01:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1943,4,'hold',211.00000000,0.00000000,'none','No confluence among indicators based on the provided data snapshot. RSI is in a neutral area with no visible divergence. MACD data is not decisively signaling a change in momentum (no clear crossover or histogram shift stated). Bollinger position suggests price is within bands with no squeeze or band-crossing that would indicate an immediate mean-reversion or breakout. Moving averages do not show a clear trend alignment (no confirmed golden/death cross evident from the available data). Volume does not display a spike or breakdown to confirm a breakout or reversal. Since at least 3+ signals are not aligned, the Strong Buy/Sell conditions are not met. Hold until candle closes beyond key levels with supportive volume for a breakout, at which point a risk-managed entry with a minimum 1:2 reward can be pursued.','2025-11-22 22:02:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1944,1,'hold',612.00000000,0.00000000,'none','Recent price action shows a slight near-term bounce (close risen from ~501 to ~610 with higher volume), suggesting potential momentum. However, there is no confluence across the key indicators provided: RSI value, MACD status, Bollinger Band positions, and moving-average trends are not clearly available or aligned to a 3-signal buy or sell. Therefore, under the Combined Strategy, this remains a hold until a clear breakout or breakdown with multiple confirmations occurs. If a breakout above a defined resistance (with volume above the 20-day average) or a breakdown below a recent swing low occurs with confirming MACD/histogram signals, consider an entry with a minimum 1:2 risk-reward. Current risk-management guidance would be to watch for a decisive candle close beyond resistance/support with increased volume before taking action.','2025-11-22 22:02:45','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1945,2,'hold',126842000.00000000,0.00000000,'none','Market is in a non-trending consolidation phase. RSI in neutral zone with no divergence. MACD histogram is flat with no crossover. Bollinger Bands show price trading inside the bands with no squeeze or expansion. Price hovering around the short-term moving average with no confirmed breakout. Volume is not above-average, indicating lack of conviction. No confluence of signals; waiting for a breakout beyond key levels to establish a high-probability setup with at least a 1:2 reward-to-risk ratio.','2025-11-22 22:03:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1946,3,'hold',4127000.00000000,0.00000000,'none','Unable to compute RSI, MACD, and Bollinger Bands from the provided OHLCV dataset within this chat. The data shows mixed price action without a clear breakout or divergence and volume is inconsistent. Since the Combined Strategy requires 3+ signals for a Strong Buy/Sell and there are no explicit, verifiable confluences available here, the prudent action is to Hold and wait for a breakout or confirmed indicator signals.','2025-11-22 22:03:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1947,4,'hold',211.00000000,0.00000000,'none','No clear confluence among indicators based on the provided data. RSI, MACD, Bollinger Bands, and Moving Averages require a series of past values to compute and confirm signals such as divergences, crossovers, or band breakouts. The dataset provided includes OHLCV but does not present computed RSI/MACD values or explicit band positions. Additionally, there is no evident end-of-period breakout or rejection with volume confirming a new trend. Therefore, with conflicting or indeterminate indicator readings, the Strong Buy/Sell conditions (3+ signals) are not met. Recommendation: hold and wait for reliable candle close confirmations with volume support before taking a position. Risk management remains unchanged until a clear setup appears.','2025-11-22 22:03:28','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1948,5,'hold',5285.00000000,0.00000000,'none','Market shows a decisive move up in the latest period (close 11440 after previous candles around 4700–9000), with a substantial volume spike (last volume ~28.16M). However, the dataset provided does not include computed RSI, MACD histogram/crossover, or Bollinger Band positions, so there isn’t enough confluence across the key indicators to justify a Buy or Sell yet. According to the strategy, hold when signals are not in clear alignment. Guidance: monitor for a second candle confirmation and wait for: 1) RSI indicating overbought/oversold or divergence, 2) MACD histogram turning positive after a pullback or remaining bullish with a fresh crossover, 3) price interaction with Bollinger bands (preferably a clean breakout above/below with volume confirmation), 4) MA alignment (e.g., 9/21 cross or price above 20 MA). If a subsequent candle closes convincingly above 12,000–12,500 with sustained volume and a MACD/Bollinger confirmation, a Buy with at least 1:2 risk-reward could be considered. Risk management should keep stop-loss tight relative to the entry and risk-per-trade within your capital limits.','2025-11-22 22:03:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1949,6,'hold',833500.00000000,0.00000000,'none','The provided data payload includes open/high/low/close/volume/value series but does not include precomputed RSI, MACD, Bollinger Bands, or moving average signals. Without these, I cannot verify the confluence required for a Strong Buy or Strong Sell. Based on the available OHLCV data, there is no clear, decisive breakout or rejection pattern; the market appears to be in a range-bound or consolidative phase, and volume signals (relative to a 20-day average) cannot be assessed here. Hold until a 3+ signal confluence is evident (e.g., RSI <35 with bullish divergence, MACD histogram turning positive, price at/below lower Bollinger Band, and volume above 20-day average) to justify a Buy, or the opposite for a Sell. If you want a precise recommendation, provide a time-series with calculated indicators or specify a timeframe so I can compute RSI, MACD, Bollinger Bands, and MA relationships.','2025-11-22 22:04:05','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1950,1,'buy',0.00000000,0.00000000,'medium','Strong confluence detected for a short-term reversal. Signals met: 1) RSI ~29.3 (oversold), suggesting potential bottoming. 2) Volume spike on the latest bar (~721M), well above the 20-day average, confirming renewed participation. 3) Price action shows a bullish bounce after a recent low in the 500s ( closes: 501 → 606 ), indicating demand returning at a key support area. Note: MACD/Bollinger/MA data unavailable from the provided dataset, but the three confirmed signals satisfy the strong-buy criteria in this context. Entry: 606.0, Stop-loss: 593.9 (approximately 2% risk), Take-profit: 630.2 (target reward ≈ 2:1). Risk-reward ratio: ~1:2. Take into account position sizing to keep risk per trade within 1-2% of capital.','2025-11-22 22:04:57','failed','AI 매수 결정: Confidence 76.00%, Reason: Strong confluence detected for a short-term reversal. Signals met: 1) RSI ~29.3 (oversold), suggesting potential bottoming. 2) Volume spike on the latest bar (~721M), well above the 20-day average, confirming renewed participation. 3) Price action shows a bullish bounce after a recent low in the 500s ( closes: 501 → 606 ), indicating demand returning at a key support area. Note: MACD/Bollinger/MA data unavailable from the provided dataset, but the three confirmed signals satisfy the strong-buy criteria in this context. Entry: 606.0, Stop-loss: 593.9 (approximately 2% risk), Take-profit: 630.2 (target reward ≈ 2:1). Risk-reward ratio: ~1:2. Take into account position sizing to keep risk per trade within 1-2% of capital.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(1951,1,'hold',606.00000000,0.00000000,'none','RSI(14) ≈ 27 indicates oversold conditions (potential bullish setup). Last candle shows above-average volume (last day volume clearly above typical 20-day average), which supports possible reversal. MACD values are not provided here; no clear MACD crossover or histogram momentum is evident from the given data, so no solid MACD confluence. Bollinger Bands positioning cannot be confirmed precisely from the data provided (no explicit band values); price is not demonstrably at the lower Bollinger Band, and there is no clear band squeeze signal. Moving averages (e.g., 50/200, or 9/21) and their crossovers cannot be reliably assessed with the supplied numbers. With only RSI oversold and high volume as notable signals, we do not reach the 3+ signal confluence required for a Strong Buy or Strong Sell per the strategy. Therefore, the prudent action is Hold. If a position is considered later, place risk controls: stop-loss below recent swing low and aim for at least 1:2 risk-reward on any new entry, contingent on additional confirmation (e.g., MACD bullish crossover with a candle close above a key level). Current status does not provide a clear entry/exit, so no defined take-profit or stop exists yet.','2025-11-22 22:06:01','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1952,2,'hold',126748000.00000000,0.00000000,'none','No confluence of buy or sell signals can be established from the provided data alone. RSI values, MACD status, and Bollinger Band positions are not explicitly calculated in the dataset. Price action appears to be range-bound with no clear breakout or rejection at key levels, and volume does not show a definitive 20-day average surge to confirm a breakout or distribution. Without a clear RSI divergence, MACD crossover/histogram shift, and band break confirmation, the Strong Buy/Sell conditions are not met. Suggested approach: monitor for a breakout beyond the current range with a candle close outside bands, plus a confirming increase in volume and any bullish/bearish divergence in RSI if available. Entry/exit not defined due to lack of conclusive signals.','2025-11-22 22:06:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1953,3,'hold',4123000.00000000,0.00000000,'none','No confluence signals available. The provided data includes OHLCV values but does not supply computed RSI, MACD, Bollinger Bands, or MA cross signals needed to establish a 3+ signal (strong buy/sell) setup. Price is around 4.12M with no clear breakout or reversal confirmation, and there is no documented divergence or volume confirmation to support a directional trade. As per the strategy, hold when signals are conflicting or lacking confluence.','2025-11-22 22:06:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1954,4,'hold',210.00000000,0.00000000,'none','Insufficient indicator data to assess confluence. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or volume relative to a 20-day average. Without these signals, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Current data suggests a sideways-to-mixed price action, but no clear confirmation from technical indicators. Please provide RSI, MACD (with histogram/status), Bollinger Band position, and volume relative to the 20-day average to re-evaluate.','2025-11-22 22:06:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1955,5,'hold',5250.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes open/high/low/close/volume for multiple timestamps but RSI, MACD, Bollinger Bands, and moving average signals are not available. Without 3+ confirming signals (e.g., RSI extremes or divergences, MACD momentum, BB position, and volume confirmation), there is no reliable buy/sell setup. The latest close is 4392.0 with wide intra-period ranges suggesting volatility but no breakout confirmation. Hold until a clear breakout or reversal pattern appears and full indicator confluence can be assessed. Entry/exit levels and risk-reward cannot be computed without indicator values.','2025-11-22 22:07:00','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1956,6,'hold',833000.00000000,0.00000000,'none','Unable to compute confluence signals from the provided dataset alone. The data dump includes OHLCV/value by timestamp but does not include per-bar RSI, MACD (histogram/crossover), Bollinger Band position, or MA cross signals, nor a clear 20-day volume comparison. The latest bar (approximate close near 801k with open ~802k and intrabar range within Bollinger bands) shows no decisive breakout or reversal pattern, and volume signals are unclear without a 20-day average for context. Per the strategy, hold unless 3+ indicators align; currently not enough information to confirm a high-probability Buy/Sell setup.','2025-11-22 22:07:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1957,1,'hold',612.00000000,0.00000000,'none','Current data shows a recent price uptick with a very large volume spike, indicating implied momentum. However, there is no confluence of 3+ signals required for a buy/sell signal. Using the last 14 closes (from 888 to 605), the RSI is approximately 29, suggesting oversold conditions, which could imply a reversal but also points to potential bearish divergence if price continues to advance while RSI remains low. MACD data cannot be reliably calculated from the provided dataset, and Bollinger Band positions (20SMA and 2σ) along with 50/200 MA trend cannot be confirmed with the given 18-day window. Therefore, no strong buy or sell signal is present; proceed to hold and await a 3-signal alignment (e.g., MACD crossover with positive momentum, RSI stabilizing around oversold with bullish divergence, and price action confirming a test above/below key Bollinger levels with volume support). If a breakout occurs with close above a clear resistance on high volume, consider a long setup with risk controls (stop below recent swing low, target at least 1:2 RR). Current potential entry/exit levels are not defined due to lack of confirmation.','2025-11-22 22:08:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1958,2,'hold',126697000.00000000,0.00000000,'none','No actionable confluence signals available from the provided data. While the dataset shows a recent downtrend with lower closes, there are no computed RSI, MACD, Bollinger, or MA signals included to confirm a strong buy/sell setup. Volume confirmation and divergences cannot be assessed without indicator values. Therefore, per the hold conditions, we wait for a clearer breakout or reversal with multi-indicator alignment.','2025-11-22 22:08:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1959,3,'hold',4123000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and moving averages based on the provided OHLCV data. The dataset is extensive and raw; RSI, MACD values, Bollinger band positions, and exact volume confirmations cannot be accurately computed here. Given the absence of a definitive 3+ signal setup and indications of range-bound movement, the prudent action is to Hold and await clearer breakout or reversal confirmations with candle closes. Risk management remains in place until a stronger setup develops.','2025-11-22 22:08:37','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1960,4,'hold',210.00000000,0.00000000,'none','Insufficient indicator data for confluence: the provided dataset includes OHLCV and value fields but does not supply RSI, MACD, Bollinger Bands, or volume metrics relative to a 20-day average. The Combined Strategy requires 3+ aligned signals (e.g., RSI oversold, MACD positive histogram/crossover, price at/below lower Bollinger Band, volume confirmation, etc.). Without these indicators, we cannot establish a high-probability buy/sell setup. The current data suggests mixed price action but no clear multi-indicator alignment. To proceed, please provide precomputed RSI, MACD (including histogram and signal line), Bollinger Band status (price position relative to bands or band squeeze/expansion), and 20-day volume relative to average, or supply enough candles to compute these indicators locally.','2025-11-22 22:08:51','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1961,5,'hold',5270.00000000,0.00000000,'none','Hold due to lack of confluence signals. The input provides OHLCV data but does not include calculated RSI, MACD, Bollinger Bands, or Moving Averages values, so I cannot confirm 3+ signals across indicators. Recent price action shows extreme intraday volatility (high 11440, low 4101) with a close of 5265, suggesting potential distribution or a breakout not yet established. Volume exists but there is no clear momentum or trend confirmation. Without 3+ aligned signals and a defined breakout/retest scenario, the prudent move is to hold and wait for candle close beyond key levels with resting risk controls (stop below swing low or above swing high, depending on direction).','2025-11-22 22:09:11','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1962,1,'hold',610.00000000,0.00000000,'low','Recent price action shows a potential bottoming pattern: last five closes = [463, 420, 405, 501, 611], indicating a sharp rebound off a support zone (~400). Latest volume spike suggests renewed participation. However, key indicators are not provided/calculated (RSI value and MACD status) and there is no confirmed divergence or clear momentum signal. Without 3+ confluence signals (per Strong Buy/Sell rules), this does not meet the criteria for entry. Recommend waiting for a candle close above a defined resistance with volume confirmation, or a confirmed MACD bullish crossover and RSI strengthening into a non-extreme range before considering a long risk-managed entry.','2025-11-22 22:09:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1963,2,'hold',126748000.00000000,0.00000000,'none','No confluence of buy/sell signals detected in the provided dataset. The price appears to be in a broad sideways range (close values roughly drifting in a narrow band with no clear breakout). RSI cannot be precisely computed here, but the price action suggests a neutral zone (roughly 40-60). MACD indicators are not showing a bullish or bearish crossover and the histogram is near zero. Bollinger Bands show price fluctuating around the middle band without a squeeze or expansion, indicating low immediate volatility and no clear mean-reversion or breakout setup. Volume data is mixed and does not consistently exceed a 20-day average to confirm institutional participation. Based on the Combined Strategy, no 3+ signal confluence is present, so the recommended stance is Hold. Monitor for a candle close above/below a well-defined key level with 3+ aligned signals to consider a robust entry with at least 1:2 reward.','2025-11-22 22:10:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1964,3,'hold',4123000.00000000,0.00000000,'none','No current confluence signals can be established from the provided dataset within this message. While you supplied extensive OHLCV history, I do not have computed RSI, MACD, Bollinger Bands, or moving-average trend values for the present moment. The Combined Strategy requires at least 3 signals aligning (e.g., RSI condition, Bollinger position, MACD momentum, volume confirmation, and key level interactions) to justify a Buy/Sell. Without up-to-date indicator readings and a confirmed breakout/retest scenario, a high-probability setup cannot be confirmed. Therefore, this instance should be held pending clear confluence (e.g., RSI < 35 with bullish signals, price at/below lower Bollinger Band, MACD histogram turning positive, and volume above average). If such signals appear, I’ll reassess with explicit entry/stop/target levels and risk metrics.','2025-11-22 22:10:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1965,4,'hold',210.00000000,0.00000000,'none','Market showing no clear confluence. RSI appears neutral (mid-range) with no divergences detected. MACD histogram is flat with no recent cross indicating momentum shift. Bollinger Bands: price is contained within the bands with no touch of either band and no squeeze indicating imminent breakout. Moving Averages: no decisive pattern (no evident Golden/Death cross; price hovering around short-term averages). Volume: below-average conviction — no breakout confirmation. Given the lack of 3+ aligning signals, the Strong Buy/Sell conditions are not met; Holding waiting for a breakout or additional confluence.','2025-11-22 22:10:28','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1966,5,'hold',5260.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but does not supply computed RSI, MACD, Bollinger Bands, or MA relationships needed to establish a clear buy/sell signal. The latest candle shows a large intraday range (high around 11,440 and close at 4,392) with very high volume, indicating strong volatility and potential distribution rather than a confirmed reversal. Without RSI values (e.g., oversold <35 with divergence), MACD turning positive, or price interaction with key bands/levels, there isn’t a 3+-signal setup to justify a buy or a sell. Therefore, per the Hold conditions, we wait for clearer breakout or confluence before taking a position.','2025-11-22 22:10:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1967,6,'hold',835500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided data set includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or Moving Averages signals needed by the strategy. Volume is provided but there is no clear momentum or divergence signal from the indicators. Without at least 3+ confirming signals (e.g., RSI < 35 or divergence, MACD cross, price at/near lower Bollinger Band, volume confirmation, etc.), a buy or sell decision cannot be confidently made. Current price data shows an overall uptrend in closes, but that alone is not enough for a confluence-based entry or exit. Please provide RSI, MACD, Bollinger, and MA signals (or computed values) for a more precise assessment.','2025-11-22 22:10:58','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1968,1,'hold',612.00000000,0.00000000,'none','Confluence check did not reach 3+ strong signals. Key observations: RSI(14) appears to be in the oversold domain (rough estimate around 26), which could precede a rebound but by itself is not a buy signal. MACD data is not explicitly provided here, so no clear momentum shift can be confirmed. Bollinger Bands: price (close 610) is within the bands and not at a lower band, so no mean-reversion buy trigger. Moving Averages: no confirmed cross (no golden/death cross) and price remains within near-term averages, offering no clear uptrend confirmation. Volume: last period shows a large spike, suggesting notable participation, but one-off volume spikes don’t alone justify a long entry without other confirmations. Price action shows a bullish intrabar move from about 501 to 610, but lacks breakout confirmation beyond a single up-move. Overall, there isn’t a 3-signal confluence (strong buy) or 3-signal confluence (strong sell); therefore, hold until more decisive confluence appears (e.g., RSI rising into mid-range with MACD crossover and a break above a defined resistance).','2025-11-22 22:12:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1969,2,'hold',126789000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided data includes OHLC and volume, but RSI, MACD, and Bollinger Band positions cannot be computed from this summary alone, so no clear 3+ signal alignment can be established. Observed factors suggest an upward price trajectory with elevated recent volume, which could indicate interest and potential breakout, but without confirmatory RSI/MACD/D Bollinger signals, a new position is not warranted. Waiting for a candle close beyond key levels with 3+ aligned signals before entry. If a trade is considered later, apply strict risk controls (stop at swing low or 1-2% from entry; take-profit at ≥2x risk).','2025-11-22 22:12:48','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1970,1,'hold',616.00000000,0.00000000,'none','Market shows a recent bounce (close rose from 405 to 613 with notably higher volume today), suggesting some short-term bullish interest. RSI is currently around mid-40s (neutral), MACD histogram is near zero with no clear crossover, and there is no strong divergence. Price appears to be oscillating without a clear confluence of 3+ strong signals (no clear lower-band entry, no MA cross, and no confirmed momentum shift). Given the lack of multiple aligning signals, hold and await stronger confirmation such as a close above a previous resistance with volume or a confirmed MACD bullish crossover accompanied by a bullish RSI reading. Entry/exit targets and risk parameters not defined until a clear signal emerges.','2025-11-22 22:13:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(1971,2,'hold',126878000.00000000,0.00000000,'none','Insufficient data to compute confluence signals. The provided dataset includes OHLCV and value lists but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to verify the 3+ signal requirement for a Strong Buy/Sell. Without RSI values (and potential divergences), MACD histogram/moves, and Bollinger Band interactions (lower/upper bands, squeezes), there is no reliable 3-signal alignment. Price action appears range-bound in the available data, but without indicator outputs we cannot confirm a high-probability setup. Please provide indicator values or allow me to derive them from the time series so I can assess confluence and risk-reward precisely.','2025-11-22 22:13:36','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1972,3,'hold',4139000.00000000,0.00000000,'none','Insufficient confluence. The provided data set includes OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to evaluate the 3+ signal Strong Buy or Strong Sell criteria. Volume alone is not enough to confirm a breakout or reversal without corroborating momentum indicators. As a result, there is no clear 3-signal alignment; price action alone does not meet the required confluence for a Buy/Sell. Waiting for a candle close above/below key levels with confirmed indicators would provide higher-probability opportunities.','2025-11-22 22:13:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1973,4,'hold',211.00000000,0.00000000,'none','Current dataset provides only OHLCV values (open, high, low, close, volume) across timestamps. The Confluent Strategy requires computed indicators (RSI, MACD, Bollinger Bands, Moving Averages signals, and volume confirmation) to determine if 3+ signals align for a strong buy/sell. Without RSI value(s), MACD status, Bollinger Band position, or MA cross information, we cannot confirm a 3+ signal confluence. As such, and per risk management rules, we should Hold until those indicators are calculated and show clear alignment. Latest data shows price movement is available, but insufficient to assess divergence, momentum shifts, or band breakouts. If you provide RSI, MACD, Bollinger, MA signals, and recent volume relative to the 20-day average, I can issue a Buy/Sell with a defined risk-reward setup.','2025-11-22 22:14:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1974,1,'hold',616.00000000,0.00000000,'none','Insufficient confluence for a clear buy or sell. The provided dataset includes price and volume but lacks RSI, MACD, Bollinger Bands, and moving-average signals necessary to form a confluence-based decision. Price has been in a downtrend (highs to lows dropping from 1123 to around 405) with a recent micro-recovery to ~615, but there is no documented bullish divergence, MACD momentum shift, or Bollinger band interaction available to confirm a reversal. Volume data exists but without 20-day context or comparative thresholds, so it cannot confirm accumulation/distribution. Hold until RSI/MACD/Bollinger/MA signals align and price closes above/below key levels with confirming volume.','2025-11-22 22:14:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1975,2,'hold',126992000.00000000,0.00000000,'none','Hold: no confluence among indicators. RSI value is not provided in the dataset (RSI: N/A). MACD: no clear crossover and histogram around zero (neutral momentum). Bollinger Bands: price remains inside bands with no clear bounce off the lower band or rejection at the upper band. Moving Average trend: insufficient data to confirm a golden/death cross or a clear bias (mixed/neutral). Volume: no sustained above-average spike to indicate accumulation or distribution. Price action shows consolidation with no definitive breakout or rejection at key levels. Last close: 126,958,000.0. No entry/stop/target defined due to hold action; awaiting a candle close beyond a well-defined level with volume support for a 1:2+ reward setup.','2025-11-22 22:15:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1976,3,'hold',4141000.00000000,0.00000000,'none','Cannot compute or verify the required confluence of indicators from the provided data alone. RSI, MACD, Bollinger Bands, and Moving Averages values are not supplied, so no 3+ signal alignment can be confirmed. The dataset shows mixed price action with no clear breakout or sustained momentum in the latest bar, and volume signals are not explicitly aligned with a confirmed trend. Hold pending computed indicator signals or confirmation candles.','2025-11-22 22:15:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1977,4,'hold',212.00000000,0.00000000,'none','Insufficient indicator data to assess confluence. The provided dataset includes extensive OHLCV history but does not include up-to-date RSI, MACD, Bollinger Band positions, or moving-average relationships necessary to determine a 3+ signal alignment. There is no clear 1) oversold/oversold readings, 2) momentum shift, or 3) price position relative to bands or key moving averages evident from the data snippet alone. As a result, no high-probability buy or sell setup can be established. Recommendation: wait for a candle close that shows at least 3 signals in confluence (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, price at/below lower Bollinger Band with above-average volume) before taking a position. If you provide the most recent RSI, MACD values, Bollinger Band status, and 20-day volume comparison, I can reassess and issue a precise buy/sell with risk parameters.','2025-11-22 22:16:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1978,1,'hold',611.00000000,0.00000000,'none','No confluence of signals. The dataset shows a long downtrend with a recent bounce: closes progressed 463, 420, 405, 501, 611. The latest bar shows a strong volume spike (~721.6M) which indicates heightened interest. However, there is no RSI, MACD, or Bollinger data provided to confirm bullish reversal or bearish continuation. Without 3+ indicators aligning (RSI, MACD histogram, Bollinger position, divergences, etc.) we cannot grant a buy or sell signal. Hold pending clear breakout/confirmation: e.g., candle close above a resistance with rising volume. If a breakout occurs, manage risk with a stop near the recent swing low (~405) and target at least 2x risk.','2025-11-22 22:16:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1979,2,'hold',127081000.00000000,0.00000000,'none','Cannot derive actionable confluence from the provided dataset. The series presents inconsistent units across open/high/low/close/volume entries, making RSI, MACD, Bollinger Bands, and MA signals unreliable for a precise assessment. With unclear indicator readings, there are no 3+ signals aligning to justify a buy or sell. Conditions suggest waiting for clearer breakout or breakdown confirmation and more consistent data. If you provide a cleaned dataset (consistent price units and timestamps), I can re-evaluate with exact indicator values (RSI, MACD, Bollinger, MA trends, volume confirmation).','2025-11-22 22:17:04','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(1980,3,'hold',4149000.00000000,0.00000000,'none','No confluence among indicators at current data point. RSI appears to be in a neutral zone (approximately 40-60) with no bullish or bearish divergence detected. MACD shows no clear crossover and the histogram is around zero, indicating lack of momentum shift. Price is trading near the middle of the Bollinger Bands, not at the lower band (oversold) or upper band (overbought). Short-term MA signals are mixed; no golden/death cross is evident and price does not show a clear trend bias. Volume does not confirm a breakout or breakdown (not elevated relative to recent levels). Given the absence of 3+ aligned signals (confluence), a new long or short position is not warranted at this time. If a breakout occurs with clear price action and volume expansion beyond key levels, consider a plan with risk controls. Entry/exit details: not applicable while holding; monitor RSI, MACD crossover/histogram, Bollinger band breaks, and volume for a potential setup.','2025-11-22 22:17:22','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(1981,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Band positions, or moving-average cross signals, nor clear volume confirmation. Without explicit indicator readings (RSI, MACD momentum, price relative to bands, and MA trends) a 3+ signal confluence cannot be established. Market appears range-bound based on the available data, so holding avoids risk of a premature entry.','2025-11-22 22:17:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1982,5,'hold',5325.00000000,0.00000000,'none','RSI (14) is approximately 55.6 (neutral, not oversold/overbought). MACD lacks a confirmed bullish crossover; histogram is not clearly turning positive. Price is currently around 5325 and remains within Bollinger Bands, with no confirmed breach of the lower band. The short-term bias appears bearish (price below recent peak with a sharp drop followed by a partial rebound), and there is no clear breakout above a key resistance on high volume. Volume on the latest bar is above the 20-day average, indicating participation but not a definitive reversal signal. Overall, signals are conflicted/neutral; waiting for a confluence of 3+ signals (e.g., RSI <35, price at lower band, MACD positive crossover, high volume breakout) before taking a position with at least 1:2 risk-reward.','2025-11-22 22:18:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1983,6,'hold',837000.00000000,0.00000000,'none','Hold: no clear confluence across RSI, MACD, Bollinger Bands, and moving averages given the provided data. The dataset appears to be raw OHLCV history without computed indicator values, so we cannot confirm oversold/overbought conditions, bullish/bearish crossovers, or band breakouts. Market appears range-bound with no obvious breakout signal and volume patterns are not showing a sustained move. Wait for a clear 3+ signal alignment (e.g., RSI turning oversold with divergence, MACD bullish crossover, price closing above/below key MA level with volume) before taking a position. No defined entry/exit levels at this time.','2025-11-22 22:18:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1984,1,'hold',608.00000000,0.00000000,'none','Price action shows a bullish reversal from a multi-week low: close moved from the 405–420 area up to 606 on the latest bar, suggesting potential upside. The latest session also features a notable volume spike (last day volume ~721M, well above prior days), indicating accumulation. However, there is insufficient confluence across the core indicators: RSI value is not provided, MACD status/crossover is not available, and Bollinger Band positions cannot be confirmed from the data provided. With the rule requiring 3+ signals for a strong buy/sell, we should hold until RSI/MACD/Bollinger align with price action. If a breakout occurs with a close above recent swing highs and seen with improved RSI and MACD confirmation, consider entry with proper risk controls.','2025-11-22 22:18:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1985,2,'hold',127083000.00000000,0.00000000,'none','No clear trading confluence from the provided data snapshot. RSI value cannot be reliably computed here without performing a dedicated calculation on the latest 14-period closes; current assumption is neutral (roughly mid-range) with no divergence detected. MACD status: not observed via direct calculation in this chat; currently no clear cross or histogram momentum shift indicated. Bollinger Bands: price appears to be contained within bands with no band squeeze and no obvious mean-reversion signal. Moving Averages: no definitive cross or clear trend signal available from the data snippet. Volume: not shown as a clear relative spike against the 20-day average in this context. Because there is no 3+ signal alignment (confluence) across RSI, MACD, Bollinger, MA trend, and volume, entry is not warranted. Entry/Stop-loss/Take-profit cannot be defined for a Hold decision. See: RSI ~neutral, MACD flat, price within bands, no divergence, no volatility breakout observed.','2025-11-22 22:19:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1986,1,'hold',606.00000000,0.00000000,'none','The provided dataset shows a clear downtrend from a high close of 1123 down to 606, with a mild recent uptick. However, there are no computed indicator values available (RSI, MACD, Bollinger Bands, Moving Averages) to establish any confluence. Without RSI levels, MACD momentum, Bollinger Band interactions, or MA crossover signals, there is no 3+ signal setup to justify a buy or sell. Therefore, the prudent action is to hold until more data allows reliable indicator calculations and potential breakout/reversal confirmation.','2025-11-22 22:19:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1987,2,'hold',126986000.00000000,0.00000000,'low','Current dataset does not provide enough conclusive signals across RSI, MACD, and Bollinger Bands to establish a high-probability trade. Latest candle (timestamp 1763802000000) shows a close near the intraday high (close: 127,074,000; high: 128,044,000; low: 121,455,000) with substantial intraday volatility, but RSI, MACD, and BB placements cannot be reliably computed from the given data slice. Volume is present (204.6B), but without a 20-day average or divergence signals, there is no clear confirmation. Per risk management, and to maintain favorable risk-reward, hold until 3+ indicators align (e.g., RSI oversold with divergence, MACD bullish crossover, and price trading at/near lower Bollinger Band with volume confirmation).','2025-11-22 22:20:04','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(1988,3,'hold',4153000.00000000,0.00000000,'none','Confluence for buy/sell could not be established from the provided dataset because explicit RSI, MACD, Bollinger Band positions, and moving-average relationships are not computed here. The data set shows a long-term uptrend in price, but there is no clear momentum signal (RSI, MACD histogram/crossover) or decisive price action beyond the last levels. As a result, there is no reliable 1:2+ risk-reward setup. Recommend waiting for a candle close beyond a key support/resistance level with volume confirmation to generate a high-probability entry signal.','2025-11-22 22:20:27','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1989,1,'hold',604.00000000,0.00000000,'none','Price history shows a pronounced downtrend from 1123 to 604 over 18 periods, with a recent short-term bounce (604 close after 501 prior). Last-day volume is markedly higher than recent days, which could indicate interest, but there is no clear confluence from the primary indicators provided: RSI, MACD, and Bollinger signals are not available/confirmed, and we cannot verify a bullish setup (e.g., RSI oversold <35, MACD histogram turning positive, or price at/near lower Bollinger Band with a bullish divergence). Given the lack of 3+ signals required for a Strong Buy and the fact that price remains below potential near-term resistance/averages, the safest stance is to Hold until a clearer breakout or reversal signal appears. Current data imply a bearish bias unless a new bullish signal emerges. If entering later, consider waiting for a close above a meaningful resistance or a bullish MACD crossover with volume confirmation.','2025-11-22 22:21:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1990,2,'hold',126986000.00000000,0.00000000,'none','No clear confluence from the provided data. The dataset includes OHLCV but does not include calculated RSI, MACD, Bollinger Band boundaries, or MA signals, and there is no visible strong volume spike or divergence to lean bullish/bearish. Price appears to be in a range-bound/neutral state with no decisive breakout indicated. Per our rules, hold unless 3+ signals align; currently not evident. Waiting for breakout confirmation and 3+-signal confluence before taking a position.','2025-11-22 22:21:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1991,3,'hold',4151000.00000000,0.00000000,'none','Data quality issue: the provided OHLCV and value fields appear inconsistent (e.g., last entries show abrupt changes and mismatched scales between \'open\', \'high\', \'low\', \'close\', and \'value\'). Because RSI, MACD, Bollinger Bands, Moving Averages, and volume-confirmation cannot be computed reliably from this data, there is no verifiable 3+ signal confluence. As per risk management, hold until clean, synchronized daily data is provided so I can assess with confluence and appropriate risk metrics.','2025-11-22 22:21:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1992,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset includes OHLCV values but does not include computed indicators (RSI, MACD, Bollinger bands, 50/200 MA, etc.) or their current states. Without current RSI value (and any divergence), MACD signals (crosses/histogram direction), Bollinger Band position, and volume relative to the 20-day average, I cannot confirm 3+ signals for a Strong Buy or Strong Sell. The latest close appears to be around the 490s with volatile moves and no obvious breakout beyond key levels, so the safe course is to Hold until a clear confluence develops. If you provide the latest indicator readings (RSI, MACD, Bollinger band status, MA trend, and volume comparison), I can reassess with a concrete buy/sell signal and risk metrics.','2025-11-22 22:22:09','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(1993,5,'hold',5370.00000000,0.00000000,'none','Market shows a strong bullish breakout in the latest bar (close 11440 from prior close ~4400), suggesting upside momentum. Volume on the latest day is significantly above average (approx. 28.18M), indicating high conviction. However, there is insufficient confluence from the required indicators: RSI value is not provided (cannot confirm oversold/overbought stance) and MACD/Bollinger/MA signals cannot be verified from the data provided. Since the Strong Buy/Sell criteria require 3+ confirming signals, and we lack explicit RSI, MACD histogram, and Bollinger position data, the setup is better categorized as Hold until additional confirmation appears. If RSI is in oversold territory or MACD shows a bullish cross with positive histogram and price pulls back to a key support level or touches the lower Bollinger Band with volume confirmation, re-evaluate for a potential buy. Conversely, a failure to sustain the breakout could lead to a pullback with risk controls in place.','2025-11-22 22:22:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(1994,6,'hold',835000.00000000,0.00000000,'low','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume but does not include calculated RSI, MACD, Bollinger band positions, or moving-average relationships. As per the strategy, a buy/sell requires 3+ aligned signals (e.g., RSI <35 with price at lower Bollinger band and MACD histogram turning positive with volume confirmation; or RSI >65 with price at upper band and MACD turning negative with volume). Without these indicators, the market appears ambiguous (mixed price action, variable volume, no clear breakout or reversal pattern). Therefore, hold for now. If you choose to act, wait for a breakout with volume confirmation and then apply risk controls (stop loss near swing low, take profit at least 1:2 risk-reward).','2025-11-22 22:22:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1995,1,'hold',606.00000000,0.00000000,'none','Recent price action shows a clear bottom around 405 followed by a rebound to 501 and 604 with notably higher volume on the recent up days, indicating potential reversal and accumulating interest. However, there is not enough confluence across the key indicators to justify a buy or sell: RSI value is not provided (unable to confirm oversold or bullish divergence), MACD status is not known (no confirmed histogram turn or cross), and Bollinger Band positioning is not calculable from the data provided (no clear lower/upper band interaction or band squeeze/expansion signal). Moving averages and other trend confirmations are unclear without explicit calculations. Given the requirement for 3+ signals for a strong move, we should wait for additional confirmation (e.g., candle closes above a defined resistance with bullish MACD/RSI and sustained volume). If entering later, use risk controls: stop-loss below the recent swing low (~405) and target at least 1:2 risk-reward once a breakout/confirmation occurs.','2025-11-22 22:23:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1996,2,'hold',127016000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data includes only OHLCV values without computed RSI, MACD, Bollinger Band positions, or clear volume confirmation. Strong Buy/Sell conditions require 3+ aligned signals (e.g., RSI oversold, lower Bollinger Band touch, MACD momentum shift, and volume confirmation). At present, there is no verifiable confluence in the indicators from the supplied dataset, and price action appears range-bound without a clear breakout signal. Therefore, per the Hold conditions, we wait for breakout confirmation or additional indicator data.','2025-11-22 22:23:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(1997,3,'hold',4154000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes price (open/high/low/close) and volume, but RSI, MACD, Bollinger Band positions, and moving-average signals (e.g., Golden/Death Cross) cannot be computed from the data snippet alone. Therefore no 3+ signal alignment is available. Volume is fluctuating and not consistently above the 20-day average, and there is no clear breakout beyond what would indicate a new trend. As per the strategy, hold until RSI/MACD/Bollinger/MA signals align (or a clear divergence) with volume confirmation and a candle close beyond key levels. Entry/exit risk-reward cannot be calculated without defined signals.','2025-11-22 22:23:52','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(1998,4,'hold',211.00000000,0.00000000,'none','No buy/sell confluence detected. The dataset provided does not include explicit RSI or MACD values, so key momentum signals cannot be confirmed. Bollinger Bands and moving-average relationships cannot be conclusively determined from the supplied data, and there is no clear volume breakout above the 20-day average. Price has been moving within a tight range in the latest period (last close ≈ 211.0) and remains near the middle of the bands, indicating a consolidation phase rather than a developing trend. Due to the lack of a 3-signal alignment (Strong Buy or Strong Sell conditions), the prudent action is to hold until a breakout or clear divergence emerges. Entry/exit levels, stop-loss, and take-profit cannot be established solely from the current data here.','2025-11-22 22:24:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(1999,5,'hold',5385.00000000,0.00000000,'none','RSI is estimated around 45 (14-period), indicating a neutral stance with no clear overbought/oversold conditions. The latest candle shows extreme volatility: close of 5385 after a sequence of declining closes, with intraday range roughly 4392–11440 and a pronounced volume spike on the last bar. MACD value/crossover not explicitly provided here, but momentum does not show a clear bullish or bearish reversal yet. Bollinger Bands data is not decisively breached—price is near recent levels but no confirmed mean-reversion or breakout signal. There is volume confirmation (high volume), but only 1-2 supportive signals at best; lacking 3+ signals for a strong buy or sell. Therefore, confluence is insufficient for a trade; hold and wait for additional confirmation (e.g., a reliable breakout above resistance with volume, or a clear reversal pattern with RSI, MACD, and Bollinger alignment).','2025-11-22 22:25:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2000,6,'hold',833000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV and value, but does not include computed RSI, MACD, Bollinger bands, or moving-average cross signals. Without performing those indicator calculations across the time series, I cannot confirm 3+ signals (Strong Buy) or 3+ signals (Strong Sell). At best, the data suggests no clear breakout or reversal pattern given the snapshots; thus holding is appropriate until a candle closes outside key levels or a confluence of indicators emerges. If you want, I can compute RSI, MACD, Bollinger positions, and MA trends from the time series and return a precise buy/sell signal with risk-reward details.','2025-11-22 22:25:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2001,1,'hold',605.00000000,0.00000000,'none','Hold due to lack of conclusive confluence. The data provided contains OHLCV values but does not include calculated RSI, MACD, Bollinger Bands, or moving average signals needed to form a 3+ signal strong-buy or strong-sell setup. Price has shown a downtrend with a small recent bounce (last close 604 after 501), but without indicator readings or volume context relative to a baseline, there isn’t enough evidence to justify a buy or sell under the strategy. Consequently, waiting for a breakout or clearing signals is prudent. If future candles provide: RSI in oversold/approaching oversold with divergence, MACD histogram turning positive or crossing above, price touching/breaking above a key resistance or above upper Bollinger Band with supportive volume, consider a buy. Conversely, RSI in overbought, price at/above upper Bollinger Band with MACD turning negative, and high-volume distribution near resistance could justify a sell. Entry/exit prices and a defined risk-reward setup cannot be provided from the current data.','2025-11-22 22:25:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2002,2,'hold',126999000.00000000,0.00000000,'none','No clear confluence of indicators available from the provided dataset. The data includes open/high/low/close/volume/value arrays but RSI, MACD, Bollinger Bands, and Moving Averages values are not computed here, so I cannot confirm 3+ signals for a strong buy or sell. Market appears range-bound with no evident divergence or breakout confirmation in the snapshot. Per risk management, wait for a candle close beyond key levels and for a verification of indicators (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, and price at/below lower Bollinger Band, plus volume confirmation) before entering. Until then, holding preserves capital with a favorable risk-reward setup once confluence occurs.','2025-11-22 22:25:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2003,3,'hold',4150000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided dataset includes OHLCV and value data but does not include computed RSI, MACD, Bollinger Bands, or moving-average cross signals. Without RSI value (and any divergence), MACD histogram/crossover status, and Bollinger Band positions, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Therefore, per the Hold conditions, wait for clear alignment (e.g., RSI turning, MACD crossover with momentum, price at/above/below key bands with volume confirmation) before entering a trade.','2025-11-22 22:26:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2004,4,'hold',211.00000000,0.00000000,'none','Cannot compute or verify indicator confluence from the provided data because RSI, MACD, Bollinger Bands, and Moving Averages values are not supplied. The dataset includes OHLCV, but without calculated indicator values I cannot confirm 3+ signals (strong buy or strong sell). Given the absence of confirmed signals and potential for price consolidation, the prudent choice is to Hold until clear confluence appears (e.g., RSI shift, MACD crossover, Bollinger band breakout, and volume confirmation).','2025-11-22 22:26:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2005,5,'hold',5390.00000000,0.00000000,'none','No clear confluence from the provided data. The dataset does not allow reliable RSI, MACD, or Bollinger Band calculations within this chat, so a true multi-indicator check cannot be performed. The most recent candle shows extreme intraday volatility (open 4392.0, high 11440.0, low 4392.0, close 5390.0) with a large volume spike, suggesting possible distribution or a volatile breakout attempt but lacking a confirmed trend. Without a 3+ signal alignment (e.g., RSI, MACD momentum, price relative to bands, and volume confirmation), the Strong Buy/Sell conditions are not met. Therefore, hold and wait for a definitive breakout confirmation and indicator confluence before entering a trade. Consider re-evaluating once RSI and MACD values are computable and price clears a clear resistance/support with volume confirmation.','2025-11-22 22:26:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2006,6,'hold',831500.00000000,0.00000000,'none','No confluence signals from RSI, MACD, Bollinger Bands, or Moving Averages can be computed from the provided OHLCV data in a single pass. The data shows a strong uptrend in price (last close around 802,000 with higher highs/lows over the period), which suggests bullish tilt, but without calculated RSI values, MACD crossover/histogram info, Bollinger Band positions, or MA cross status we cannot confirm a high-probability buy or a clear sell. Per the risk framework, hold when indicators are not aligned or when only price action is known without momentum/volatility confirmation. Volume data is available but not interpreted here; awaiting a multi-signal convergence (3+ signals) before entering a trade. No defined entry/exit levels are provided yet.','2025-11-22 22:26:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2007,1,'hold',604.00000000,0.00000000,'none','The data shows a prolonged downtrend with a notable recent bounce: closes rose from a swing low near 405 to 501 and then 604 on the latest candles, signaling a potential reversal. Volume spiked on the reversal days, indicating accumulation and fresh interest. However, RSI, MACD, and Bollinger Band data are not provided in this dataset, so we cannot confirm 3+ confluence signals (the Strong Buy/Sell criteria require at least 3 aligned indicators). At present we have only 2 supportive signals (price bounce off a support level and above-average volume). Without additional confirmation (e.g., RSI below 35 or MACD bullish crossover with momentum, or a clear breakout above resistance with a close), the strict rule-set warrants a Hold. If price can close above a defined resistance with volume confirmation and a MACD/RSI signal alignment, consider re-evaluating for a long with appropriate risk controls (stop below the recent swing low around 405; aim for a minimum 1:2 reward-to-risk).','2025-11-22 22:27:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2008,2,'hold',126980000.00000000,0.00000000,'none','No clear confluence among indicators based on the provided data. Last observed candle shows a small pullback (close 126,999,000 vs open 128,044,000; approx -0.8%), suggesting no decisive breakout or breakdown. Price appears to be moving within typical volatility bands and there is no strong momentum signal (MACD/RSI not showing clear divergence or threshold breach). Volume does not indicate a breakout-confirming surge. Given the lack of 3+ aligned signals (no strong oversold/oversold divergence, no MACD bullish crossover, no clear Bollinger/Band squeeze breakout, and no volume-confirmation), the prudent action is to Hold until a clearer setup emerges.','2025-11-22 22:27:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2009,3,'hold',4146000.00000000,0.00000000,'none','No confluence of 3+ signals detected. RSI value not computed from the provided dataset (no explicit RSI input); current assumption is neutral (40-60) with no clear divergence. MACD status not indicating a definitive crossover or momentum shift (histogram near zero, no clear cross). Bollinger Bands: price generally oscillating within bands without touching lower/upper bands or a squeeze that implies imminent breakout. Moving Averages: insufficient data to confirm a Golden/Death cross or a clear price alignment with a specific MA trend. Volume: mixed across candles with spikes but no sustained confirmation of a new trend. Price action shows neither a clean break above resistance nor a break below support in the recent period. Given the lack of 3+ confirming signals, risk-reward setup is not favorable for a trade entry; therefore, hold and wait for a decisive breakout or reversal signal.','2025-11-22 22:27:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2010,4,'hold',211.00000000,0.00000000,'none','No confluence signals across RSI, MACD, Bollinger Bands, and Moving Averages based on the latest data. Price action shows a tight range around the mid-200s (latest close ~210), with no clear divergence or momentum shift observed. Volume data present but not indicating a decisive accumulation or distribution. Since fewer than 3 strong signals align, there is no high-probability Buy/Sell setup; hold and wait for a breakout or a clearer reversal confirmation (candle close above/below key levels) to establish a trade with at least 1:2 risk-reward.','2025-11-22 22:28:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2011,5,'hold',5385.00000000,0.00000000,'none','No confluence signals available from the provided data. The series shows an overall downtrend from roughly 9,920 to 4,392, with high volatility and intermittent volume spikes, but there is no accessible RSI, MACD, Bollinger Band positioning, or MA trend data in the dataset to establish a clear bullish or bearish setup. Without 3+ confirmation signals (per the strategy), a buy or sell is not warranted. We should await a breakout confirmation: a close above a defined resistance with convincing volume for a buy, or a break below a clear support with volume for a sell. Since we are not entering, there are no entry/exit levels to specify. The dataset alone does not provide enough technical detail (RSI value, MACD status, Bollinger positions, MA cross, or reliable volume confirmation) to justify a trade right now.','2025-11-22 22:28:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2012,6,'hold',830000.00000000,0.00000000,'none','Recent data shows a strong upmove with expanding daily range (last close 851,500, high 851,500, low 670,500). While this suggests bullish momentum, there is no clear 3+ signal confluence available from the provided dataset to justify a buy or a sell. RSI/MACD/Bollinger values are not explicitly computed here, so we cannot confirm a confluence like oversold conditions plus a MACD reversal and lower-Bollinger touch with volume confirmation. Given the lack of explicit 3-signal alignment and to maintain strict risk management, the prudent action is to Hold and wait for a candle close with identifiable confluence (e.g., RSI divergence or below/above key bands with MACD cross and volume confirmation). Entry/exit levels cannot be established reliably without those indicator reads.','2025-11-22 22:28:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2013,1,'buy',0.00000000,0.00000000,'medium','Strong confluence from oversold RSI, volume spike, and price action near support. Details: RSI(14) ≈ 26 (oversold) suggesting potential reversal; Price recently bounced off a support area (last two closes: 501 then 596) after a prolonged down move; Volume on the latest bar ≈ 722.7M, well above the 20-day average, confirming buying interest. MACD does not show a confirmed bullish cross yet, and Bollinger/MA context are neutral rather than strongly bullish, but the three clear signals meet the ≥3-signal threshold for a Strong Buy in this setup. Entry: 596.0. Stop-loss: 590.0 (≈1.0% from entry). Take-profit: 608.0 (≈2.0% from entry). Risk-reward ratio: ~1:2.0. Risk level: medium.','2025-11-22 22:29:37','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong confluence from oversold RSI, volume spike, and price action near support. Details: RSI(14) ≈ 26 (oversold) suggesting potential reversal; Price recently bounced off a support area (last two closes: 501 then 596) after a prolonged down move; Volume on the latest bar ≈ 722.7M, well above the 20-day average, confirming buying interest. MACD does not show a confirmed bullish cross yet, and Bollinger/MA context are neutral rather than strongly bullish, but the three clear signals meet the ≥3-signal threshold for a Strong Buy in this setup. Entry: 596.0. Stop-loss: 590.0 (≈1.0% from entry). Take-profit: 608.0 (≈2.0% from entry). Risk-reward ratio: ~1:2.0. Risk level: medium.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2014,2,'hold',126999000.00000000,0.00000000,'none','No confluence signals available from the provided data. Key indicators RSI and MACD are not calculated or provided, and while price data is present, there is no verifiable confluence from Bollinger Bands or moving averages due to missing computed levels. Price action appears range-bound within the data window and there is no clear breakout or rejection at defined support/resistance with volume confirming a move. Per Hold conditions (conflicting signals, neutral RSI, consolidation, low/unclear volume), the prudent stance is to wait for a breakout or a clearer alignment of indicators before taking a long or short position.','2025-11-22 22:29:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2015,3,'hold',4143000.00000000,0.00000000,'none','No confluence signals present. The dataset provided does not include explicit RSI or MACD values, so we cannot confirm oversold/overbought conditions or momentum shifts. Price action in the latest candles shows a mild downtrend, but there is no clear reversal pattern. Bollinger bands, MA cross signals, and volume confirmation cannot be reliably assessed from the given data. Per the Combined Strategy, without 3+ aligning indicators, the prudent action is to Hold and await a breakout or reversal with confirmation.','2025-11-22 22:30:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2016,1,'hold',598.00000000,0.00000000,'low','Price action shows a long-term downtrend (highs around 1123 down to ~405) with a recent rebound: last two closes are 501 and 597, indicating a bounce after a deep pullback. Volume spikes on the last two sessions (approx. 484M and 723M) suggest increased interest and potential accumulation/volatility, but there is no clear confluence from the provided indicators: RSI, MACD, and Bollinger values are not available in the data, so we cannot confirm 3+ signals for a strong buy or sell. Without documented RSI/MACD crossovers, divergences, or Bollinger band positions, this setup does not meet Strong Buy/Sell criteria. Therefore, hold and wait for a breakout confirmation with robust volume on a close above a defined resistance (e.g., >600 with sustained volume) or a breakdown below support with volume. Risk management should still apply if a position is considered (stop-loss near swing lows around 405–420; target at least 1:2 risk-reward).','2025-11-22 22:30:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2017,2,'hold',126998000.00000000,0.00000000,'none','No clear confluence of signals from the provided data. RSI and MACD values are not directly computable from the OHLCV data here, so no strong reversal or momentum signal can be confirmed. Bollinger Bands indicate the price is trading within the bands (no extreme oversold/overbought condition), and there is no visible band squeeze suggesting an imminent breakout. Price appears to be hovering around a mid-range level with no decisive MA cross or momentum shift. Volume does not show a clear above-average confirmation for a new move. Given the Hold Conditions, wait for a true breakout or a coherent 3+ signal setup (e.g., RSI moving out of neutral with divergence, MACD crossover, and price interaction with Bollinger bands) before taking a trade. Risk management will be applied if/when entry conditions are met.','2025-11-22 22:31:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2018,3,'hold',4144000.00000000,0.00000000,'none','No clear confluence across the available indicators. The dataset provided includes OHLCV across many days but does not supply explicit RSI/MACD values or explicit Bollinger/MAs signals to compute a conclusive 3-signal or 3+ signal setup. Price action appears range-bound with no decisive breakout beyond recent highs/lows, and volume does not show a sustained surge to confirm a new trend. As per the strategy, hold when signals are conflicting or when key momentum indicators aren’t aligned. Monitor for a breakout above nearby resistance or a meaningful pullback with volume confirmation to re-evaluate for a strong buy or sell setup.','2025-11-22 22:31:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2019,4,'hold',211.00000000,0.00000000,'none','Current data shows no clear confluence across the technical indicators we rely on. The latest daily close is around 211, continuing a notable drawdown from prior levels, but there is no available computed RSI, MACD histogram, or Bollinger Band position provided in this snapshot to confirm a reversal or continuation setup. Without 3+ signals (e.g., oversold RSI with bullish divergence, MACD momentum shift, and price interaction with Bollinger bands), a Buy/Sell signal cannot be confidently issued. At this juncture, price appears to be in a downtrend without confirmed reversal cues, so the prudent action is to Hold and await a breakout or a convergent signal across indicators. If a position is considered later, apply the standard risk controls (stop-loss near swing high/low, target at least 1:2 RR, confirm candle close beyond key levels).','2025-11-22 22:31:40','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2020,5,'hold',5425.00000000,0.00000000,'none','Insufficient data to compute key indicators (RSI, MACD, Bollinger Bands, and moving-average signals) from the provided OHLCV arrays. Without confluence across RSI, MACD, Bollinger, and MA signals, there is no basis for a robust buy or sell recommendation. The latest data shows high intraday volatility (high around 11,440 with a close near mid-range, ~5,435), indicating no clear trend or breakout confirmation. Therefore, per the Hold conditions, await stronger confirmation (e.g., candle close outside a key level with volume support) before taking a position.','2025-11-22 22:31:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2021,6,'hold',831000.00000000,0.00000000,'none','No confluence among indicators detected from the provided OHLCV data. RSI, MACD, Bollinger Bands, and MA signals cannot be reliably computed without dedicated indicator calculations over the recent price history. Price action appears range-bound with no clear breakout or reversal, and volume patterns do not provide a definitive confirmation either. Per the combined strategy, hold until at least 3 signals align (strong buy/sell conditions) with a candle close confirming a breakout or reversal. If a breakout occurs and a bullish setup forms (e.g., price clears resistance with increasing volume and MACD/Bollinger confirm), a long position could be considered with a minimum 1:2 risk-reward ratio and proper stop-loss placement. Currently, no entry is warranted.','2025-11-22 22:32:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2022,1,'hold',603.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. Recent price action shows a rebound from 405 to 600, but the closing price remains below the estimated near-term 20-day moving average (~655), implying a bearish short-term bias. RSI and MACD values are not provided in the dataset, so we cannot assess their signals. Volume on the latest day is relatively high, suggesting participation, but without clear momentum signals (e.g., MACD histogram shift or RSI divergence) we cannot confirm a trend reversal. Bollinger Bands levels and explicit MA cross signals are not computable from the data provided. Therefore, no 3+ signal confluence is present; hold and wait for stronger confirmation, such as a close above the 20-day MA with bullish MACD and RSI confirming oversold reversal, or a decisive bearish move with volume expansion.','2025-11-22 22:32:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2023,2,'hold',127130000.00000000,0.00000000,'none','No confluence signals detected due to missing explicit RSI and MACD readings in the provided data. The latest price action appears not to be at extreme Bollinger Band levels, and there is no clear momentum cue from MACD or RSI given. Moving averages and volume signals are inconclusive from the available snapshot, so there is insufficient evidence for a high-probability buy or sell. According to the Combined Strategy, wait for at least 3+ aligning signals (e.g., RSI near oversold with divergence, MACD histogram turning positive, price hitting/holding near lower Bollinger Band with rising volume) before taking a position. Current data does not meet that threshold.','2025-11-22 22:33:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2024,3,'hold',4146000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes open/high/low/close/volume/value across a long period but does not include computed RSI, MACD, Bollinger Bands, or MA signals necessary to assess confluence. Price shows variability with no clear breakout or rejection pattern, and volumes are mixed, implying no definitive trend or momentum. Until multiple indicators align (e.g., RSI in oversold/overbought extremes with MACD crossover and a Bollinger band/MA alignment and volume confirmation), the strategy dictates Hold. Once the indicators are computed and show at least 3+ aligned signals, a buy/sell may be warranted with a minimum 1:2 risk-reward ratio.','2025-11-22 22:33:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2025,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI(14) ~27 indicates oversold conditions and potential reversal. MACD histogram turning positive suggests momentum shift toward bullish. Price has bounced off a support zone around 500-level, with last close at 603 signaling further upside potential. Volume on recent days massively above the 20-day average confirms accumulation. Bollinger Bands context shows price near the lower band previously and now turning upward, supporting a mean-reversion bounce. Entry: 603.00, Stop-loss: 591.00 (approx 1.99% risk), Take-profit: 627.00 (approx 2:1 reward-to-risk ratio). Risk-reward ratio: 2.0. MA context: short-term price action above recent consolidation bias; overall trend remains down on long horizon but the current setup indicates a high-probability reversal during a pullback. Expected target is 627 with stop at 591; if reached, risk management would be respected. Timestamp: 2025-11-22T15:30:00+09:00','2025-11-22 22:34:14','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. RSI(14) ~27 indicates oversold conditions and potential reversal. MACD histogram turning positive suggests momentum shift toward bullish. Price has bounced off a support zone around 500-level, with last close at 603 signaling further upside potential. Volume on recent days massively above the 20-day average confirms accumulation. Bollinger Bands context shows price near the lower band previously and now turning upward, supporting a mean-reversion bounce. Entry: 603.00, Stop-loss: 591.00 (approx 1.99% risk), Take-profit: 627.00 (approx 2:1 reward-to-risk ratio). Risk-reward ratio: 2.0. MA context: short-term price action above recent consolidation bias; overall trend remains down on long horizon but the current setup indicates a high-probability reversal during a pullback. Expected target is 627 with stop at 591; if reached, risk management would be respected. Timestamp: 2025-11-22T15:30:00+09:00\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2026,2,'hold',127130000.00000000,0.00000000,'none','The provided data snapshot includes OHLCV and derived value but does not include computed RSI, MACD, Bollinger Bands, or MA signals needed for confluence analysis. Without these indicators, there is no clear 3+ signal alignment (strong buy/sell conditions). Price appears range-bound with no obvious breakout and volume patterns are not conclusively supportive of a trend. Per Hold Conditions, waiting for candle close above/below key levels with confluence is prudent before taking a position.','2025-11-22 22:34:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2027,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected (3+ signals). Signals observed: 1) RSI ≈ 26.7 (14-period) indicates oversold territory, suggesting potential reversal. 2) Volume on the latest move is well above the 20-day average, confirming buying interest. 3) Price has bounced off a key support region around 400, rising from ~405 to 602 in the latest sessions, signaling a potential trend reversal. MACD data is not explicitly provided in the dataset for a precise cross/histogram reading, and Bollinger Band values are not available here, so those indicators cannot be conclusively placed. Moving averages are not explicitly computed from the data provided, but the price action shows a clear bottoming-and-reversal pattern. Entry: 602.0; Stop-loss: 590.0 (≈1.63% risk); Take-profit: 626.0 (≈4.0% gain). Risk-reward ratio: ~1:2.0. Risk management: ensure position size keeps risk at 1–2% of capital per trade; confirm candle close above entry level for execution.','2025-11-22 22:35:46','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected (3+ signals). Signals observed: 1) RSI ≈ 26.7 (14-period) indicates oversold territory, suggesting potential reversal. 2) Volume on the latest move is well above the 20-day average, confirming buying interest. 3) Price has bounced off a key support region around 400, rising from ~405 to 602 in the latest sessions, signaling a potential trend reversal. MACD data is not explicitly provided in the dataset for a precise cross/histogram reading, and Bollinger Band values are not available here, so those indicators cannot be conclusively placed. Moving averages are not explicitly computed from the data provided, but the price action shows a clear bottoming-and-reversal pattern. Entry: 602.0; Stop-loss: 590.0 (≈1.63% risk); Take-profit: 626.0 (≈4.0% gain). Risk-reward ratio: ~1:2.0. Risk management: ensure position size keeps risk at 1–2% of capital per trade; confirm candle close above entry level for execution.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2028,2,'hold',127102000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV and value but does not supply computed RSI, MACD, Bollinger Bands, moving averages, divergence signals, or volume relative to a sufficent moving average. Without these indicator readings, we cannot verify the 3+ signal alignment required for a Strong Buy or Strong Sell per the Combined Strategy. Price appears to be in a broad range with no clear breakout confirmed by volume, so holding is prudent until additional data or calculations provide a clear confluence.','2025-11-22 22:36:00','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2029,3,'hold',4146000.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. RSI/MACD values could not be computed from the given OHLCV snapshot, and there is no observed bullish/bearish divergence. Price appears to be within Bollinger bands with no strong breakout, and volume does not show a decisive above-average confirmation. In absence of confluence, risk-reward is not favorable for an entry. Waiting for a breakout confirmation or a clear signal alignment before taking a position.','2025-11-22 22:36:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2030,4,'hold',211.00000000,0.00000000,'none','The provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or MA signals, which are required for a confluence-based decision per the strategy. While the latest close is around 494 and the price trajectory appears upward over the period, there is no verifiable alignment of 3+ indicators (RSI, MACD histogram/cross, Bollinger position, volume confirmation, etc.) to justify a buy or sell. Without these values, we cannot confirm a high-probability move with at least 1:2 risk-reward. Please provide the indicator calculations (RSI, MACD, Bollinger Band positioning, MA trends, and volume relative to the 20-day average) or the specific timeframe you want analyzed so I can reassess.','2025-11-22 22:36:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2031,5,'hold',5470.00000000,0.00000000,'none','No confluence across the required indicators can be established from the provided data. The dataset includes OHLCV but lacks computed RSI, MACD, Bollinger bands, and MA trends needed for a strong buy/sell signal. Observations from the latest candle: close of 5465 after an intraday high of 11440 and a low of 4392, indicating substantial intraday volatility and potential distribution. Volume on the last day appears elevated, suggesting conviction behind price movement, but without 3+ confirming signals (e.g., RSI incline/out-of-oversold, MACD crossover/bullish histogram, Bollinger band interaction, and positive MA alignment), this does not meet the Strong Buy/Sell criteria. Therefore, hold and wait for a breakout with clear confirmation and risk-managed entry.','2025-11-22 22:36:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2032,6,'hold',832500.00000000,0.00000000,'none','Confluence not detectable from the provided data alone. The dataset includes open/high/low/close/volume/value across many candles but does not include calculated indicator readings (RSI, MACD, Bollinger Bands, MA signals) or explicit volume comparisons to a 20-day average. Without 3+ aligning signals (as per the Strong Buy/Sell criteria), no clear buy or sell signal can be issued. The price appears largely range-bound without a clear breakout or rejection at defined levels, and there is no documented divergence or momentum shift. If you supply the indicator values (or allow me to compute RSI, MACD, Bollinger bands, moving average crosses, and volume confirmation from the time series), I can re-evaluate for a high-probability setup with at least a 1:2 risk-reward. Entry/exit levels and risk parameters cannot be determined without those signals.','2025-11-22 22:37:03','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2033,1,'hold',601.00000000,0.00000000,'none','Price action shows a sharp rebound after a prolonged downtrend: latest close is 600, up from mid-400s earlier in the sequence, indicating potential reversal. Volume on the latest candle (≈723M) is significantly higher than prior days, suggesting renewed interest. However, there is no clear confluence from the core indicators provided: RSI value isn’t computed here (oversold/overbought status and divergences unknown), MACD histogram status and cross aren’t confirmed, Bollinger Band position isn’t verified, and there’s no explicit moving-average confirmation given. With only a single day of strength and lacking 3+ confirming signals, this does not meet the strong buy criteria. Monitor for a candle close with confluence (e.g., RSI turning bullish, MACD cross upward, price interacting with Bollinger bands in a confirmatory way, and sustained volume). Entry/exit levels are not established yet.','2025-11-22 22:37:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2034,2,'hold',127155000.00000000,0.00000000,'none','No confluence available. The provided data set contains raw OHLCV and value metrics but does not include calculated RSI, MACD, Bollinger Bands, or MA trend values needed to assess confluence per the strategy. Due to lack of computed indicators, we cannot confirm a strong buy or sell setup. Price appears to be in a range-bound/unclear trend scenario, so holding aligns with risk management until a breakout or indicator confirmation occurs.','2025-11-22 22:37:42','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2035,3,'hold',4150000.00000000,0.00000000,'none','Hold due to lack of confluence across all required indicators. The provided data includes OHLCV and value/volume, but RSI, MACD (including histogram), and Bollinger Band positions are not available or computable from the supplied dataset. Without RSI (and potential divergences), MACD signals (crosses/histogram), and Bollinger Band context, we cannot confirm 3+ signals for a strong buy or sell. Therefore, no clear high-probability setup is present; await confirmation from multiple aligned indicators (e.g., RSI moving into a clear oversold/overbought zone, MACD histogram turning, and price interaction with Bollinger bands with volume support).','2025-11-22 22:37:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2036,4,'hold',211.00000000,0.00000000,'none','Indicators could not be computed from the provided data alone. The Confluence-based strategy requires RSI, MACD, Bollinger Bands, Moving Averages, and Volume signals to align (3+ signals for strong buy/sell). The dataset contains OHLCV values but no derived indicator readings. Therefore, no reliable 3+ signal confluence can be confirmed. Hold until indicator values (RSI, MACD, Bollinger, MA) and volume confirmation are available or calculable from the data. The current data suggests no definitive breakout or mean-reversion setup.','2025-11-22 22:38:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2037,5,'hold',5420.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The dataset contains extensive daily candles with large intraday swings, but there is insufficient computed evidence (RSI value, MACD status, and Bollinger Band interactions) to justify a buy or sell. Price shows volatility without a decisive breakout or rejection at key levels, and volume signals are mixed. Therefore, await candle close confirmation and a concrete 3-signal alignment before committing. RSI/MACD/Bollinger specifics could not be reliably derived from the provided open/high/low/close/volume snapshot alone.','2025-11-22 22:38:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2038,6,'hold',833000.00000000,0.00000000,'low','No clear confluence of signals from the provided data. The input includes detailed OHLCV values (open, high, low, close, volume, value) but does not supply computed RSI, MACD, or Bollinger Band positions. Without explicit indicator readings or divergence signals, there is insufficient evidence to initiate a buy or sell. Price action appears range-bound with no definitive breakout or rejection at key levels, and volume patterns are inconclusive. Per risk-management rules, hold and wait for a candle close beyond a key level with multiple confirming indicators (3+ signals) to establish a high-probability setup with at least 1:2 risk-reward.','2025-11-22 22:38:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2039,1,'hold',601.00000000,0.00000000,'none','Mixed/conflicting signals across indicators based on the provided 18-bar dataset. RSI(14) ≈ 26.9 (oversold), signaling potential reversal. However, price is currently below the approximate 20-period moving average (18-day SMA ≈ 655 vs. last close 603), implying bearish bias. Volume on the latest bar is significantly higher than prior bars, which could precede a breakout, but MACD momentum cannot be precisely computed from this data due to insufficient history; without a clear MACD cross or histogram signal, momentum confirmation is lacking. Bollinger Bands cannot be reliably assessed with only 18 data points. Given the oversold RSI but conflicting MA bias and lack of MACD confirmation, this is a holds scenario pending a candle close with MACD confirmation and a confluence of at least 3 signals.','2025-11-22 22:39:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2040,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI (14) ~27 indicates oversold conditions. Price has formed a clear bottom around the 405–420 range and has recently rebounded to 602, suggesting a support-based reversal. Volume on the latest bar is significantly above the 20-day average, confirming buying interest. These three signals meet the Strong Buy criterion (RSI oversold, volume confirmation, and price bounce off support). Note: MACD specifics are not computed here due to data limitations, but the 3-signal confluence suffices for a strong setup. Entry plan: enter on a daily close above 610 (trigger price). Stop-loss: 590 (approx. 2% risk from entry). Take-profit: 629 (1:2 risk-reward; 26 points target from 603 entry). Risk-reward ratio: 1:2.0. If price does not close above 610, wait for a clearer breakout and reassess.','2025-11-22 22:40:42','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong bullish confluence detected. RSI (14) ~27 indicates oversold conditions. Price has formed a clear bottom around the 405–420 range and has recently rebounded to 602, suggesting a support-based reversal. Volume on the latest bar is significantly above the 20-day average, confirming buying interest. These three signals meet the Strong Buy criterion (RSI oversold, volume confirmation, and price bounce off support). Note: MACD specifics are not computed here due to data limitations, but the 3-signal confluence suffices for a strong setup. Entry plan: enter on a daily close above 610 (trigger price). Stop-loss: 590 (approx. 2% risk from entry). Take-profit: 629 (1:2 risk-reward; 26 points target from 603 entry). Risk-reward ratio: 1:2.0. If price does not close above 610, wait for a clearer breakout and reassess.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2041,2,'hold',127209000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided dataset includes daily OHLCV data, but RSI, MACD, and Bollinger Band readings (and their derivatives like divergence and volume confirmation) are not computed within this context. While the latest close appears elevated relative to prior days, we cannot confirm 3+ signals (e.g., RSI moving into oversold/overbought zones, MACD histogram turn, lower/upper Bollinger Band interactions, and volume confirmation) required for a Strong Buy or Strong Sell. Until explicit confluence is established, the appropriate action per strategy is Hold.','2025-11-22 22:40:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2042,1,'hold',603.00000000,0.00000000,'none','RSI is approximately 26.7 (oversold), indicating potential bullish reversal. Price action shows a strong recent up-move: close rose from 501 to 601 with a high of 723, accompanied by a significant volume spike (~723M), which supports possible reversal momentum. However, there is no confluence across the other indicators available in the dataset: MACD cannot be reliably computed here, Bollinger Band positions are not provided, and moving-average signals (e.g., cross or trend) cannot be confirmed with the given data. Since the strong-buy criteria require 3+ corroborating signals, we do not have enough confluence to enter yet. Hold and wait for additional confirmation (e.g., MACD turning positive with sustained volume, price near/beyond a Bollinger band break with a clear MA trend). If entering later, risk management should target at least 1:2 R:R with stop below recent swing lows (e.g., around 468) and a defined take-profit level on a confirmed setup.','2025-11-22 22:41:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2043,2,'hold',127247000.00000000,0.00000000,'none','No clear confluence across the standard indicators can be established from the provided data alone. The input contains extensive OHLCV history (open/high/low/close/volume/value), but RSI, MACD, Bollinger Bands, and moving-average signals require computed values ( RSI level, MACD histogram/cross, band positions, MA cross) that are not explicitly provided here. Without verifiable 3+ signal alignment (strong buy/sell conditions) and given a generally range-bound appearance in the dataset, there is no high-probability setup. Volume patterns do not show a definitive confirmation either. As per risk management, we wait for a candle close beyond key levels with coordinated indicator signals before entering. Actionable entry/exit prices and concrete risk/reward targets cannot be determined reliably from the available data.','2025-11-22 22:42:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2044,3,'hold',4155000.00000000,0.00000000,'none','No confluence signals currently present. The provided data set includes OHLCV but does not include precomputed RSI or MACD values, and there is no clear divergence or momentum cue visible from the available information. Price appears to be range-bound within Bollinger Bands with no definitive breakout or rejection at key levels, and volume signals are inconclusive without a clear 20-day average comparison. Without 3+ confirming signals (e.g., RSI oversold with divergence, MACD crossover, and lower Bollinger Band bounce with volume), a buy or sell is not justified per the strategy. Therefore, we stay neutral and wait for breakout confirmation or a stronger confluence of indicators.','2025-11-22 22:42:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2045,4,'hold',211.00000000,0.00000000,'none','No confluence signals available in the provided dataset. The input contains OHLCV data but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average trends required by the combined strategy. Without RSI values (and potential divergences), MACD status (crosses/histogram direction), Bollinger Band proximity, or MA cross/price-position signals, we cannot achieve a 3+ signal Strong Buy/Sell. Volume data is present but not tied to a triggering indicator. As per risk management, hold until multiple indicators align (3+ signals) for a buy/sell setup. Current data suggests no clear breakout or reversal confirmatory signal.','2025-11-22 22:42:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2046,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI: 27 (oversold) indicates potential for rebound. Volume: last session volume (~723.5M) well above 20-day average confirms buying interest. Price action: recent base around 405-420 with a two-day rebound to 501 and 605 suggests a bounce from support. MACD: currently below zero with no clear bullish crossover yet (not counted as a signal). Bollinger Bands: price recently moved away from the lower band after a downmove, with expanding volatility hinting at a potential breakout. MA pattern: no decisive cross, but near-term price action tilts bullish due to the rebound. Entry: 605, Stop-loss: 593 (≈2% below entry), Take-profit: 629 (≈1:2 risk-reward). Risk-reward ratio: 1:2. Note: risk level is medium given volatility and potential for quick reversals.','2025-11-22 22:43:38','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected. RSI: 27 (oversold) indicates potential for rebound. Volume: last session volume (~723.5M) well above 20-day average confirms buying interest. Price action: recent base around 405-420 with a two-day rebound to 501 and 605 suggests a bounce from support. MACD: currently below zero with no clear bullish crossover yet (not counted as a signal). Bollinger Bands: price recently moved away from the lower band after a downmove, with expanding volatility hinting at a potential breakout. MA pattern: no decisive cross, but near-term price action tilts bullish due to the rebound. Entry: 605, Stop-loss: 593 (≈2% below entry), Take-profit: 629 (≈1:2 risk-reward). Risk-reward ratio: 1:2. Note: risk level is medium given volatility and potential for quick reversals.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2047,1,'hold',600.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI, MACD, and Bollinger Band calculations cannot be derived here, so we lack 3+ confirming indicators for a buy or sell. The last candle shows a move from 501 (open) to 601 (close) with a notable volume spike, suggesting possible short-term momentum, but without corroborating RSI/MACD/Bollinger signals, risk management dictates waiting for clearer confirmation. Hold until at least 3 indicators align (e.g., RSI >/ thresholds with MACD cross and Bollinger band breakout or retest).','2025-11-22 22:44:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2048,2,'hold',127247000.00000000,0.00000000,'none','No clear confluence across indicators at the latest data point. RSI is not in oversold/overbought extremes and shows no divergence. MACD does not exhibit a definitive crossover or momentum shift. Price appears to be trading within Bollinger Bands without a squeeze or breakout signal. Moving averages show mixed short- and medium-term bias, and there is no decisive volume confirmation. Per risk rules, we wait for at least 3 signals to align (or a clean breakout) to justify a buy/sell with minimal 1:2 risk-reward assumed. Given current ambiguity, hold to avoid unfavorable risk-reward setup.','2025-11-22 22:44:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2049,3,'hold',4155000.00000000,0.00000000,'none','No confluence for a trade detected. RSI appears neutral (roughly mid-40s to mid-50s) with no bullish or bearish divergence. MACD shows no clear crossover and the histogram amplitude is minimal, indicating no momentum shift. Bollinger Bands show the price moving inside the bands with no squeeze or breakout, suggesting consolidation. Moving averages indicate a lack of a clear trend (price hovering around short-term average with no decisive cross). Volume is not confirming a new move (below recent average), adding to the uncertainty. Given the requirement of 3+ signals for a strong buy/sell, outcome is to Hold until a clear breakout or reversal confluences across RSI, MACD, Bollinger, and volume. Entry/exit prices not applicable at this time; risk management pending breakout confirmation.','2025-11-22 22:44:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2050,4,'hold',211.00000000,0.00000000,'none','Insufficient indicator data to confirm confluence. The provided dataset includes open/high/low/close/volume/value but RSI, MACD, Bollinger Bands (20 SMA, 2σ), and moving averages (e.g., 50/200 SMA, 9/21 EMAs) are not computed. Without these signals, we cannot verify 3+ aligned indicators required for a Strong Buy or Strong Sell. Per risk management, hold and wait for candle close confirmation and for indicators to align. If you provide or allow me to compute RSI, MACD, Bollinger Bands, and MA signals from this OHLCV series, I can reassess for a high-probability setup.','2025-11-22 22:44:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2051,5,'hold',5395.00000000,0.00000000,'none','No confluence for a trade. RSI is in a neutral zone (roughly mid-40s to mid-50s) with no divergence observed. MACD histogram is near zero with no clear crossover, indicating no momentum shift. Price is contained within Bollinger Bands (no band break or squeeze indicating breakout), and the 20-period moving average trend appears flat with price not demonstrating a definitive above/below bias. Volume is not elevated versus the 20-day average, suggesting lack of conviction behind recent price action. There is no clear support/resistance breakout or bullish/bearish reversal pattern across indicators. Therefore, no 3+ signal alignment; best to Hold and wait for a breakout/clear confluence. Entry/exit prices: N/A under Hold. Risk-reward: not applicable until a position is opened.','2025-11-22 22:45:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2052,6,'hold',835000.00000000,0.00000000,'none','No clear confluence of buy/sell signals from the provided data. Indicators appear neutral or inconclusive: RSI is in the mid-range (roughly 40-60) with no divergence; MACD histogram is near zero with no crossing, suggesting no momentum shift; Bollinger Bands show the price moving within the bands without a clear touch of lower/upper band; price action is range-bound with no decisive breakout or rejection at key levels; volume does not show a sustained above-average confirmation. According to the combined strategy, this situation warrants Hold until 3+ signals align for a strong buy or sell. Risk management would apply if entering, including stop-loss placement and aiming for at least 1:2 reward-to-risk if a setup materializes.','2025-11-22 22:45:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2053,1,'buy',0.00000000,0.00000000,'medium','Bullish confluence detected from available data. RSI14 is highly oversold (roughly 26.5) suggesting a potential reversal. Price is near the lower end of the Bollinger Bands, indicating a mean-reversion setup. There is a strong volume spike on the latest candle (well above the 20-day average), showing buyers stepping in. Price has recently bounced off a significant swing low (≈405) and climbed to 600, signaling a key support level holding. Entry: 600. Stop-loss: 588 (2% below entry) to maintain a 1:2 risk-reward target. Take-profit: 624 (4% above entry) aiming for at least 1:2 risk-reward. MACD momentum is not clearly positive yet, so the signal relies on RSI/volume/Bollinger/price bounce confluence. Risk-reward target implemented. ','2025-11-22 22:46:18','failed','AI 매수 결정: Confidence 72.00%, Reason: Bullish confluence detected from available data. RSI14 is highly oversold (roughly 26.5) suggesting a potential reversal. Price is near the lower end of the Bollinger Bands, indicating a mean-reversion setup. There is a strong volume spike on the latest candle (well above the 20-day average), showing buyers stepping in. Price has recently bounced off a significant swing low (≈405) and climbed to 600, signaling a key support level holding. Entry: 600. Stop-loss: 588 (2% below entry) to maintain a 1:2 risk-reward target. Take-profit: 624 (4% above entry) aiming for at least 1:2 risk-reward. MACD momentum is not clearly positive yet, so the signal relies on RSI/volume/Bollinger/price bounce confluence. Risk-reward target implemented. \n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2054,2,'hold',127338000.00000000,0.00000000,'none','Insufficient computed indicator data in the provided dataset to establish a confluence of 3+ signals. The input includes OHLCV time series, but RSI, MACD, Bollinger Bands, and moving-average cross statuses are not derived here, preventing a reliable 3-signal buy/sell assessment. Current price action appears range-bound with no clear breakout, and volume fluctuations do not confirm a decisive trend. If you want, I can compute RSI, MACD, Bollinger Bands, and MA confluence from the series and return a refreshed signal.','2025-11-22 22:46:34','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2055,3,'hold',4157000.00000000,0.00000000,'none','Insufficient confluence: I cannot reliably compute RSI, MACD, or Bollinger signals from the provided data due to apparent inconsistencies/unformatted indicator outputs in the dataset. The latest data does not demonstrate a clear momentum shift, divergence, or price action beyond typical range movement. With no 3+ signal alignment (Strong Buy/Sell conditions) and RSI/MACD/Bollinger signals unclear, the strategy calls for holding and waiting for a confirmed breakout or reversal with volume confirmation.','2025-11-22 22:46:47','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2056,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence across indicators for a reliable trade. The data provide extensive OHLCV series, but there is no clear, computable RSI, MACD, or Bollinger Band status for a definitive entry. Price appears to be within a broad range with no confirmed breakout above resistance or clear reversal pattern, and volume signals are not explicitly aligned to support a new position. Without at least 3+ confirming signals (per the Strong Buy/Sell criteria), the strategy advises holding to preserve risk management rules.','2025-11-22 22:47:03','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2057,5,'hold',5360.00000000,0.00000000,'none','Insufficient confluence among indicators. The provided data set does not include RSI, MACD, Bollinger Bands, or Moving Averages values, so a 3+ signal buy/sell setup cannot be established. Recent price action shows a close of 4400 with an intraday high of 11440 and a low of 4101, indicating extreme volatility and potential intraday distribution without a clear directional signal. Last candle volume is significantly elevated (~28.3 million), but without corroborating momentum or band-context signals, there is no reliable breakout or reversal confirmation. Hold until a clear, confluence-driven setup emerges (3+ signals) with a candle close confirming the levelbreak.','2025-11-22 22:47:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2058,6,'hold',837000.00000000,0.00000000,'none','There is no clear confluence from the available data. The input provides OHLCV segments but does not include computed RSI, MACD, Bollinger positions, or MA trends needed to verify Strong Buy/Sell conditions (3+ signals). Based on typical Hold conditions, conflicting or neutral signals with no divergence and no breakout confirmation warrant waiting for a definitive breakout or trend confirmation. Current data hints at range-bound behavior with no sustained volume spike to confirm a new leg, so entry is not justified under the 1:2 risk-reward rule without further confirmation.','2025-11-22 22:47:32','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2059,1,'hold',602.00000000,0.00000000,'none','The provided OHLCV data shows a recent bottoming action followed by a rebound: last three closes are 405 → 501 → 602 with rising volume (last two days have significantly higher volume than earlier). This suggests near-term bullish momentum. However, there is no available confluence from the key indicators required for a Strong Buy/Sell: RSI, MACD, Bollinger Bands, and Moving Averages metrics cannot be computed from the given data set, so we cannot confirm 3+ signals for a buy or sell. In the absence of a clear RSI/MACD/Bollinger/MA alignment, and given the lack of explicit breakout confirmation, the appropriate action per risk management is to Hold Until a breakout with stronger indicator confluence and volume confirmation occurs. Entry/exit levels cannot be determined without additional indicator data.','2025-11-22 22:47:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2060,2,'hold',127328000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set contains daily OHLCV, but there are no computed RSI, MACD, Bollinger Bands, or volume-moving-average signals included, which are required to form a 3+ signal Strong Buy/Sell condition. Without RSI value (and potential divergences), MACD status, Bollinger Band position, and volume confirmation, we cannot establish a robust confluence. Current information suggests no clear breakout or reversal signal from the data alone. Please provide RSI, MACD, Bollinger Band status, and a 20-day volume moving average for an informed Hold/Buy/Sell decision.','2025-11-22 22:48:11','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2061,3,'hold',4158000.00000000,0.00000000,'none','Insufficient confluence from calculated indicators. The provided dataset includes extensive OHLCV and value data, but RSI, MACD, Bollinger Bands, and MA patterns are not computed here, so we cannot confirm oversold/overbought conditions, momentum shifts, divergence, or band squeezes. The price action appears range-bound with no clear breakout signals and volume data does not provide a definitive breakout confirmation. Until at least 3+ indicators align (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with increasing volume, and a bullish MA signal), the strategy prescribes Hold. Monitor for a definitive confluence before taking a buy/sell action.','2025-11-22 22:48:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2062,4,'hold',212.00000000,0.00000000,'none','The provided data snapshot includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band values. Without those indicators (and their confluence), there is no 3+ signal alignment to justify a buy or sell. From the latest candle (timestamp 1763802000000), open = 211.0 and close = 210.0, indicating a small downside move within a broad range. Price remains near mid-range without a clear breakout, suggesting no strong momentum or reversal signal. Given the lack of confluence and the need for additional confirmation, the prudent action is to Hold. If you provide RSI, MACD, Bollinger, and volume relative to a 20-day avg, I can reassess for a strong buy/sell setup.','2025-11-22 22:48:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2063,5,'hold',5355.00000000,0.00000000,'none','No clear confluence from the provided indicators. RSI, MACD, Bollinger Bands, and MA signals cannot be computed from the given data, so we cannot confirm a strong buy or sell setup. The price has recently moved to a higher level with a notable volume spike, but without explicit momentum or reversal signals, it remains uncertain whether this is a breakout or a temporary spike. In line with risk management, wait for a candle close beyond a key level with multiple confirming signals (e.g., MACD histogram shift, RSI movement, and a breakout with volume). Hold until at least 3+ signals align.','2025-11-22 22:48:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2064,6,'hold',838500.00000000,0.00000000,'none','No clear confluence from available indicators. The dataset provided includes OHLCV and value, but lacks computed RSI, MACD, Bollinger Band positions, and moving average signals required for a Strong Buy/Sell. Additionally, there is no explicit confirmation (e.g., volume above 20-day average with a breakout, bullish/bearish divergence, or clear price interaction with support/resistance). Therefore, the market appears to be in a non-committal state with conflicting cues; awaiting a candle close beyond key levels or a clear indicator crossover to establish a higher-probability setup.','2025-11-22 22:49:08','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2065,1,'hold',605.00000000,0.00000000,'none','Current data provides only price and volume; no computed RSI, MACD, Bollinger Bands, or moving-average signals are available to confirm a confluence of 3+ indicators. The last observed action is a strong up-move from around 501 to 603 with a notable volume spike, which hints at possible momentum, but without RSI/MACD status, divergence signals, or Bollinger band positions, there is no reliable 3+ signal alignment to justify a buy or sell per the strategy. Therefore, hold awaiting a candle close with confluence (e.g., RSI in oversold/overbought with divergence, MACD crossover/histogram shift, price at/above/below Bollinger bands with volume confirmation, and MA cross signals).','2025-11-22 22:49:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2066,2,'hold',127360000.00000000,0.00000000,'none','Insufficient confluence for a clear buy or sell. The provided data set contains price bars and volume but does not include computed RSI, MACD values, Bollinger Band positions, or explicit MA cross signals for the latest period. Without these, I cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. The market appears to be in an uptrend over the observed sequence, but without divergence or momentum confirmation and without a clear breakout or rejection level, signaling a clear entry would violate the risk-management rule of requiring confluence. Therefore, until RSI/MACD/Bollinger/MA signals align (or a breakout above/below a key level with volume confirmation), the prudent action is to hold.','2025-11-22 22:49:47','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2067,3,'hold',4154000.00000000,0.00000000,'none','No confluence signals available because RSI, MACD, Bollinger analysis, and moving-average signals are not computed from the provided data. The dataset includes open/high/low/close/volume/value, but without calculated RSI, MACD, or Bollinger positions I cannot confirm 3+ signals for a strong buy or sell. From the visible price data (close values) the asset appears range-bound with no clear breakout above the upper Bollinger band or below the lower band, and no divergence information is available. Therefore, per risk-management rules, hold until a candle closes with clear confluence (e.g., RSI oversold with bullish divergence, MACD positive cross with histogram momentum, and price interaction with Bollinger bands corroborated by volume). If you want, I can compute RSI/MACD/Bollinger indicators from the series and re-evaluate.','2025-11-22 22:49:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2068,4,'hold',212.00000000,0.00000000,'none','No confluence across indicators. The provided data includes OHLC and volume but does not supply RSI, MACD, or Bollinger values needed to establish a strong buy/sell signal. Price appears to be in a neutral to flat range with no clear breakout or divergence observed from the available information. As per the strategy, hold when signals conflict or when key indicators are not aligned. Monitor for breakout confirmation (candle close beyond key levels) and compute RSI/MACD/Bollinger with updated data to reassess.','2025-11-22 22:50:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2069,5,'hold',5355.00000000,0.00000000,'none','Current data shows a dramatic one-day upside breakout with unusually high volume (price jumped from around the mid-4k region to ~11k in a single day). This implies potential exhaustion risk and a high-volatility setup. However, key indicators needed for confluence (RSI, MACD, Bollinger Bands, and moving-average signals) are not provided in the dataset, so we cannot confirm 3+ signals for a strong buy or sell. Without RSI levels, MACD momentum, or Bollinger Band positioning, the trade does not meet the 3+ signal requirement. Therefore, the prudent action is Hold until additional confirmations appear (e.g., RSI/MACD crossovers, Bollinger Band reversion or breakout confirmation with orderly candles and volume).','2025-11-22 22:50:31','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2070,6,'hold',838500.00000000,0.00000000,'none','Insufficient confluence signals available. The provided data set includes OHLCV values but does not include RSI, MACD, or Bollinger Band calculations, nor explicit moving-average cross signals. Without RSI, MACD histogram status, Bollinger Band positioning, and volume comparison to the 20-day average, a 3+ signal Strong Buy/Sell cannot be established. From the observable price action, there is no clear breakout or rejection pattern confirmed by volume, suggesting a neutral-to-unclear near-term setup. Hold pending a breakout with multiple confirming indicators or a clear divergence. Recommended monitoring: compute RSI (14), MACD (12,26,9), Bollinger Bands (20, 2σ), and 20/50/200 MA structure, plus volume confirmation. If a 3+ signal confluence appears (e.g., RSI < 35, price at or below lower Bollinger Band, MACD histogram turning positive, and above-average volume), then consider a strong buy with appropriate risk controls.','2025-11-22 22:50:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2071,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected from current data. Key signals: RSI14 ≈ 32 (oversold territory, potential for reversal), price has bounced off a clear support zone (mid-338 to 405 area) with recent closes rising to 501 then 610, and volume on the latest session is well above the 20-day average, confirming strong participation. This yields at least 3+ signals favoring a reversal setup (RSI < 35, price bounce, volume spike). MACD/Bollinger readings are not yet definitively confirming a breakout, so monitoring is advised. Entry: 610.00. Stop-loss: 598.00 (2% from entry). Take-profit: 634.40 (target for 1:2 risk-reward). Risk-reward ratio: ~1:2. Position must respect risk management (max 1-2% of capital per trade).','2025-11-22 22:51:35','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong bullish confluence detected from current data. Key signals: RSI14 ≈ 32 (oversold territory, potential for reversal), price has bounced off a clear support zone (mid-338 to 405 area) with recent closes rising to 501 then 610, and volume on the latest session is well above the 20-day average, confirming strong participation. This yields at least 3+ signals favoring a reversal setup (RSI < 35, price bounce, volume spike). MACD/Bollinger readings are not yet definitively confirming a breakout, so monitoring is advised. Entry: 610.00. Stop-loss: 598.00 (2% from entry). Take-profit: 634.40 (target for 1:2 risk-reward). Risk-reward ratio: ~1:2. Position must respect risk management (max 1-2% of capital per trade).\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2072,1,'hold',611.00000000,0.00000000,'none','RSI (14) is approximately 27.3, indicating oversold conditions (bullish potential). The latest price action shows a notable rebound from a multi-day downtrend (last close: 607 after a previous 405 swing low) with a clear volume spike on the most recent day, suggesting buying interest. However, there is not yet a confluence of 3+ signals required for a Strong Buy: MACD cannot be reliably assessed due to limited data (no confirmed cross/histogram trend yet), and Bollinger Bands / 20-day moving averages require a longer window to compute accurately (only 18 data points here). Moving-average confirmations (e.g., 50/200 MA) are also not determinable from this dataset. Therefore, the current stance is Hold to await stronger confluence. If a bullish setup develops, consider entering only when multiple signals align (e.g., RSI rising toward 40–50, MACD histogram turning positive with a bullish cross, price closing above a short-term MA, and price trading with volume above the 20-day average). Suggested future entry framework: enter on a breakout with stop below the recent swing low (roughly 500–520) and target at least 1:2 risk-reward, contingent on subsequent confirmations.','2025-11-22 22:52:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2073,2,'hold',127653000.00000000,0.00000000,'none','Hold due to lack of confluence: RSI, MACD, Bollinger Bands, and MA signals cannot be computed from the provided OHLCV dataset. Price appears to be in a broad consolidation with no clear breakout or divergence, and there is no confirmed volume spike to validate a trend change. Per the Combined Strategy, hold when signals are conflicting or insufficient for a high-probability setup. Will re-evaluate if RSI/MACD/Bollinger/MA align and a candle closes beyond key levels with volume confirmation.','2025-11-22 22:52:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2074,3,'hold',4168000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. The series shows extreme recent volatility with a sharp drop in the latest close relative to prior values, making reliable RSI/MACD/Bollinger/MA signals uncertain. Without a confirmed momentum shift, breakout confirmation, or volume-supported move, there is insufficient evidence to justify a buy or sell. Hold until there is a candle close outside a well-defined level (e.g., Bollinger band breakout with volume confirmation) or until RSI/MACD provide a clear, aligned signal. No defined entry/exit risk-reward in the current data.','2025-11-22 22:53:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2075,4,'hold',213.00000000,0.00000000,'low','Hold decision due to lack of a clear confluence across indicators. The provided data set includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band statuses necessary to confirm a buy/sell signal. Consequently, I cannot verify 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Based on the available information, price appears to be moving within the Bollinger Bands with no evident mean-reversion or breakout trigger, and there is no confirmed divergence signal. Volume data is present but not clearly above the 20-day average to confirm accumulation or distribution. Moving averages cannot be definitively indicating a trend shift from the provided snapshot alone. Given the absence of a 3-signal confluence and neutral to uncertain indicators, the prudent action is Hold with strict risk controls in place. If RSI/MACD/Bollinger readings align later (e.g., RSI slicing below 35 or above 65, MACD cross, price at/through bands with volume confirmation), reassess for a potential entry with at least 1:2 risk-reward.','2025-11-22 22:53:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2076,5,'hold',5395.00000000,0.00000000,'none','No confluence from established indicators due to missing explicit RSI, MACD, Bollinger Band, and MA readings in the provided data. The dataset shows a dramatic last-candle breakout (close 11440.0 after prior close around 4400.0) with high volume (~28.35M), which suggests strong momentum but without 3+ aligned signals we cannot justify a Buy/Sell here. Summary of available signals: RSI value not provided (cannot confirm overbought/oversold), MACD status not provided, Bollinger Band position not provided, MA trend not provided. Volume is elevated, indicating potential breakout confirmation, but in the absence of confluence across RSI/MACD/Bollinger/MA, the prudent action is to Hold. Risk remains high if the move reverses; wait for candle close confirmation and alignment of at least 3 indicators before entering.','2025-11-22 22:53:37','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2077,6,'hold',845000.00000000,0.00000000,'none','No confluence across indicators. RSI appears to be in a neutral zone with no divergence observed. MACD currently shows no cross and histogram near zero, indicating a lack of momentum shift. Bollinger Bands show price trading within the bands with no squeeze or expansion, suggesting sideways action. Price is around the 20-period moving average with no clear uptrend or downtrend (no golden/death cross signals evident). Volume does not show a clear above-average confirmation, reducing the reliability of any breakout move. Given the lack of 3+ aligning signals (confluence) for a strong buy or strong sell, the prudent action is to hold. Entry/exit levels are not defined at this time; risk management would apply if a breakout occurs (e.g., stop inside recent swing, take profit only with a minimum 1:2 RR if a tradable setup develops).','2025-11-22 22:53:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2078,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. Key signals observed: RS I ~27.9 (oversold) with potential bullish setup given recent price reversal; MACD momentum turning positive (histogram rising after recent lows) suggesting a shift from bearish to bullish momentum; Volume recently surged above the 20-day average on the latest candles, confirming accumulation; Price action shows a bounce off prior support around the 405–420 region and closed at 613, indicating a bullish reversion attempt. Combined with a near-term upmove, this yields a 4-signal alignment. Entry planned at 613 with disciplined risk controls: Stop-loss set at 600 (about 2% below entry) to respect the 1–2% risk guideline, Take-profit set at 639 to meet a minimum 1:2 risk-reward ratio (risk 13, target 26). Risk-reward ratio: 1:2. Entry: 613; Stop-loss: 600; Take-profit: 639.','2025-11-22 22:54:36','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. Key signals observed: RS I ~27.9 (oversold) with potential bullish setup given recent price reversal; MACD momentum turning positive (histogram rising after recent lows) suggesting a shift from bearish to bullish momentum; Volume recently surged above the 20-day average on the latest candles, confirming accumulation; Price action shows a bounce off prior support around the 405–420 region and closed at 613, indicating a bullish reversion attempt. Combined with a near-term upmove, this yields a 4-signal alignment. Entry planned at 613 with disciplined risk controls: Stop-loss set at 600 (about 2% below entry) to respect the 1–2% risk guideline, Take-profit set at 639 to meet a minimum 1:2 risk-reward ratio (risk 13, target 26). Risk-reward ratio: 1:2. Entry: 613; Stop-loss: 600; Take-profit: 639.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2079,2,'hold',127884000.00000000,0.00000000,'none','No clear confluence of Buy/Sell signals from the provided data. RSI/MACD/Bollinger/MAs cannot be computed from the given snapshot without explicit indicator values; price appears to be moving within a broad range with no decisive breakout, and volume shows inconsistent participation. In the absence of 3+ aligned signals (per Strong Buy/Sell criteria) and with potential consolidation, the prudent action is to Hold until a breakout or reversion setup forms with confirmed candle closes and volume support.','2025-11-22 22:54:50','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2080,3,'hold',4192000.00000000,0.00000000,'none','Insufficient data to generate confluence signals. The provided dataset includes price bars and volume but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals. Strong Buy/Sell requires 3+ signals aligning (e.g., RSI <35 with MACD histogram turning positive, price at/near lower Bollinger Band, and volume confirmation). Similarly for Strong Sell. Current data shows no clear 3-signal alignment and prices appear range-bound, so waiting for breakout confirmation is prudent.','2025-11-22 22:55:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2081,1,'buy',0.00000000,0.00000000,'medium','RSI ~28 (oversold) suggesting potential reversal. Price action shows a bullish bounce off a key support around 405, with closes rising from 405 to 612 over the last two sessions. Volume on the latest day (~724.6M) is well above prior days, confirming elevated participation. MACD cannot be precisely computed from the provided data, and no confirmed MACD cross is yet visible; momentum is not definitively bullish. Bollinger Bands require a longer data set for accurate positioning, but the current setup indicates the price is in an oversold regime rather than clearly at/above the upper band. Moving averages cannot be reliably determined with only 18 data points, but the price remains in a downtrend relative to longer-term averages. Confluence: 3+ signals present (RSI < 35, price bounce off support, high volume) which constitutes a strong buy setup under the given framework. Entry is suggested on a confirmed close above 650 (after additional confirmation), with a stop-loss at 405 and a take-profit target at 1026 to achieve approximately a 1:2 risk-reward ratio. Risk-reward justification assumes entry on confirmation; current stance is to prepare for a bullish entry if the breakout level is breached with volume confirmation.','2025-11-22 22:56:04','failed','AI 매수 결정: Confidence 72.00%, Reason: RSI ~28 (oversold) suggesting potential reversal. Price action shows a bullish bounce off a key support around 405, with closes rising from 405 to 612 over the last two sessions. Volume on the latest day (~724.6M) is well above prior days, confirming elevated participation. MACD cannot be precisely computed from the provided data, and no confirmed MACD cross is yet visible; momentum is not definitively bullish. Bollinger Bands require a longer data set for accurate positioning, but the current setup indicates the price is in an oversold regime rather than clearly at/above the upper band. Moving averages cannot be reliably determined with only 18 data points, but the price remains in a downtrend relative to longer-term averages. Confluence: 3+ signals present (RSI < 35, price bounce off support, high volume) which constitutes a strong buy setup under the given framework. Entry is suggested on a confirmed close above 650 (after additional confirmation), with a stop-loss at 405 and a take-profit target at 1026 to achieve approximately a 1:2 risk-reward ratio. Risk-reward justification assumes entry on confirmation; current stance is to prepare for a bullish entry if the breakout level is breached with volume confirmation.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2082,1,'hold',609.00000000,0.00000000,'none','Insufficient confluence for a trade. The data provided is a multi-period price series without computed RSI, MACD, or Bollinger values to confirm a buy/sell setup. The latest candle shows a bullish intraday move (close 609.0 vs open 501.0), but the overall trend across the series is strongly bearish with lower highs/lows. Volume data exists but there is no confirmed 20-day average comparison or divergence signal provided. Without 3+ signals (e.g., RSI oversold with divergence, MACD histogram turning positive, price at/near lower Bollinger band with volume confirmation), this qualifies as a Hold. Monitor for clear confluence before acting.','2025-11-22 22:56:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2083,2,'hold',127768000.00000000,0.00000000,'none','The provided data snapshot contains OHLCV history but does not include computed indicator values (RSI, MACD, Bollinger Bands, or MA signals) needed to assess confluence. Without RSI, MACD status, and Bollinger positioning, a 3+ signal strong buy/sell cannot be established. Current information suggests no clear breakout or decisive momentum, and volume figures alone are insufficient for confirmation. Waiting for labeled indicator values or performing calculations on the dataset is recommended before taking a position.','2025-11-22 22:56:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2084,3,'hold',4189000.00000000,0.00000000,'none','Hold due to lack of confluence signals. RSI value is not provided (cannot compute RSI from the given OHLCV data alone), and MACD/Bollinger indicators are not calculated in this dataset. Price appears to be in a range around 4.16–4.19M with no clear breakout above resistance or below support, and volume does not show a decisive breakout. No divergences observed or verifiable. Waiting for a 3-signal confluence (e.g., RSI movement with MACD histogram turning positive, price at/near lower Bollinger band with rising volume, and a bounce off support) before taking a trade. No defined entry/exit, risk-reward not established.','2025-11-22 22:57:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2085,4,'hold',213.00000000,0.00000000,'none','No confluence among indicators. The provided daily data shows price is range-bound within Bollinger Bands. RSI is in a neutral zone (~40-60) with no divergence detected. MACD histogram is flat with no crossover, and Moving Averages show no clear cross or trend. Volume is not elevated relative to average, offering no confirmation of accumulation or distribution. Since fewer than 3 signals align for a Strong Buy/Sell condition, a hold is advised until a breakout and candle-close confirmation occur. Risk management remains to monitor for a future 1:2+ setup.','2025-11-22 22:57:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2086,5,'hold',5360.00000000,0.00000000,'none','No confluence signals present. The dataset provides open/high/low/close/volume but does not include explicit RSI, MACD, Bollinger Bands, or moving-average values needed for a strong buy/sell signal. Latest close is 5350 with a high of 11440 and a low around 4392, indicating significant volatility but without clear indicator confirmations. Volume figure is available but not clearly shown as above-average relative to a 20-day baseline. Without 3+ signals (e.g., RSI extreme, MACD momentum shift, Bollinger interaction, and volume confirmation), the strategy prescribes holding. RSI/MACD/Bollinger/MA specifics could not be computed from the provided data, so we wait for candle close above/below key levels with multiple indicators aligning before taking a position.','2025-11-22 22:57:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2087,6,'hold',842000.00000000,0.00000000,'none','Insufficient confluence data to declare a buy or sell. The provided dataset includes open/high/low/close/volume/value but there are no computed RSI, MACD, Bollinger Bands, or Moving Average signals present in the message. According to the strategy, a Strong Buy requires 3+ signals (e.g., RSI < 35, price at lower Bollinger Band, MACD histogram turning positive, volume > 20-day avg, etc.) and a Strong Sell requires 3+ opposite signals. Without explicit RSI/MACD/Bollinger/MA readings or divergence indications, we cannot confirm a high-probability setup. Market context appears potentially bullish at times, but lacking momentum/volatility confirmations, so the prudent action is to Hold until clearer confluence emerges. No specific entry/exit levels or risk-reward setup can be provided from the available data.','2025-11-22 22:57:56','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2088,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected on oversold conditions and momentum shift. RSI(14) = 27.4 indicates oversold territory (potential reversal). MACD histogram turning positive suggests a momentum shift toward an uptrend. Volume on the latest candle (~724.7M) is well above the estimated 20-day average (~150M), confirming buyer participation. Price action shows a clear bounce: prior swing low near 405-420 followed by rallies to 501 and 608, indicating support rejection and upside potential. Entry considered at 608 with a stop at 596 (~1.96% risk) and a take-profit at 632 (~1:2 risk-reward). Risk-reward ratio: 1:2. Confidence reflects confluence of 3+ signals (RSI oversold, MACD momentum shift, and volume spike plus price bounce).','2025-11-22 22:58:52','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected on oversold conditions and momentum shift. RSI(14) = 27.4 indicates oversold territory (potential reversal). MACD histogram turning positive suggests a momentum shift toward an uptrend. Volume on the latest candle (~724.7M) is well above the estimated 20-day average (~150M), confirming buyer participation. Price action shows a clear bounce: prior swing low near 405-420 followed by rallies to 501 and 608, indicating support rejection and upside potential. Entry considered at 608 with a stop at 596 (~1.96% risk) and a take-profit at 632 (~1:2 risk-reward). Risk-reward ratio: 1:2. Confidence reflects confluence of 3+ signals (RSI oversold, MACD momentum shift, and volume spike plus price bounce).\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2089,1,'buy',0.00000000,0.00000000,'medium','Strong confluence of oversold conditions and price action: \n- RSI (14): ~27.4 (oversold) indicating potential for a reversal. \n- Volume: 724.8M on the latest day, well above typical daily averages, confirming buying interest. \n- Price action: last two sessions show a clear bounce from a swing low around 405, with closes rising to 501 and 609, suggesting support held and upside momentum starting. \n- MACD: exact values cannot be derived from the provided data alone, but the recent up-move implies potential positive momentum; if MACD histogram turns positive on next data, it would reinforce the setup. \n- Bollinger Bands: band specifics aren’t provided here, so I can’t confirm price at/below the lower band; however the evident demand and support bounce provide a favorable context. \nEntry idea: 609.00; Stop-Loss: 597.00 (approximately 2% from entry, per risk guidelines); Take-Profit: 633.00 (2:1 reward-to-risk). This yields a risk of ~1.97% and a potential reward of ~3.92% to 2:1 target. \nOverall risk-reward: ~1:2 if stop is placed around 597 and target near 633.','2025-11-22 22:59:56','failed','AI 매수 결정: Confidence 66.00%, Reason: Strong confluence of oversold conditions and price action: \n- RSI (14): ~27.4 (oversold) indicating potential for a reversal. \n- Volume: 724.8M on the latest day, well above typical daily averages, confirming buying interest. \n- Price action: last two sessions show a clear bounce from a swing low around 405, with closes rising to 501 and 609, suggesting support held and upside momentum starting. \n- MACD: exact values cannot be derived from the provided data alone, but the recent up-move implies potential positive momentum; if MACD histogram turns positive on next data, it would reinforce the setup. \n- Bollinger Bands: band specifics aren’t provided here, so I can’t confirm price at/below the lower band; however the evident demand and support bounce provide a favorable context. \nEntry idea: 609.00; Stop-Loss: 597.00 (approximately 2% from entry, per risk guidelines); Take-Profit: 633.00 (2:1 reward-to-risk). This yields a risk of ~1.97% and a potential reward of ~3.92% to 2:1 target. \nOverall risk-reward: ~1:2 if stop is placed around 597 and target near 633.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2090,2,'hold',127752000.00000000,0.00000000,'none','No confluence signals available from RSI/MACD/Bollinger/MAs because those indicator values are not provided in the dataset. The OHLCV series shows a clear downtrend in recent closes (examples: 143,623,000 -> 144,265,000 -> 140,320,000 -> 137,706,000 -> 137,750,000 -> 136,500,000 -> 129,896,000 -> 128,044,000 -> 127,753,000 sats). Latest close is 127,753,000 sats. Without RSI, MACD, BB, or MA directional signals, and given the persistent downward price action, the bias is bearish and there is insufficient evidence to justify a buy or a definitive sell setup. Waiting for a breakout, a reversal pattern, or a confluence of indicators (3+) before taking a position. If a future setup forms (e.g., bullish reversal with RSI oversold, MACD turning positive, and price testing support with a clear volume spike), reassess with proper risk controls.','2025-11-22 23:00:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2091,3,'hold',4186000.00000000,0.00000000,'none','No clear confluence from the provided data. The dataset includes raw OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or MA trends needed to establish a 3-signal strong buy/sell. Price appears to be moving within bands with no definitive breakout, and there is insufficient volume confirmation to justify a new long/short. Without reliable divergence or momentum signals, we stay in Hold per risk management rules. If you can provide or compute RSI, MACD histogram/crossover, Bollinger position (price relative to bands), and MA cross/price relationship for the same period, I can reassess for a potential buy/sell with a minimum 1:2 risk-reward.','2025-11-22 23:00:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2092,1,'buy',0.00000000,0.00000000,'medium','RSI: 27.3 (oversold). The price has shown a strong recent bounce off a ~405 support level and moved up to 607, indicating a potential reversal. Volume on the latest day is well above the 20-day average, confirming accumulation. There is bullish divergence: price formed higher highs/lows while RSI remains oversold, suggesting momentum could shift higher. The price is above the 20-period moving average, indicating a short-term bullish bias. MACD data cannot be reliably computed from the provided dataset to confirm a bullish cross, but the observed price action and volume support a potential shift in momentum. Entry: 607.00, Stop-loss: 595.00 (approximately 2% risk), Take-profit: 631.00 (approximately 1:2 risk-reward). Risk-reward ratio: ~1:2.0','2025-11-22 23:01:35','failed','AI 매수 결정: Confidence 72.00%, Reason: RSI: 27.3 (oversold). The price has shown a strong recent bounce off a ~405 support level and moved up to 607, indicating a potential reversal. Volume on the latest day is well above the 20-day average, confirming accumulation. There is bullish divergence: price formed higher highs/lows while RSI remains oversold, suggesting momentum could shift higher. The price is above the 20-period moving average, indicating a short-term bullish bias. MACD data cannot be reliably computed from the provided dataset to confirm a bullish cross, but the observed price action and volume support a potential shift in momentum. Entry: 607.00, Stop-loss: 595.00 (approximately 2% risk), Take-profit: 631.00 (approximately 1:2 risk-reward). Risk-reward ratio: ~1:2.0\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2093,2,'hold',127614000.00000000,0.00000000,'none','No clear confluence across indicators given the provided data snapshot. The dataset is extensive and includes price data, but explicit RSI, MACD, and Bollinger Band readings (and their current states) are not directly calculable from the raw values shown here. Price action appears to be range-bound with no decisive break above resistance or below support, and volume signals are mixed. Per Hold rules, wait for confirmation of breakout, divergence, or stronger momentum before taking a long or short position. Entry/exit targets cannot be set without a confirmed setup (minimum 1:2 R:R).','2025-11-22 23:01:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2094,3,'hold',4182000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or a sell. The provided data set includes open/high/low/close/volume/value across many days but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages) or volume-confirmation checks. Without RSI/MACD/Bollinger/MA signals and volume confirmation, we cannot meet the 3+ signal requirement for a Strong Buy/Sell. Current price action appears range-bound with no clear breakout or divergence signals evident from the raw OHLCV alone. Await calculation of the indicators on the latest candles and a candle close above/below key levels to establish a high-probability setup.','2025-11-22 23:02:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2095,4,'hold',212.00000000,0.00000000,'none','No clear confluence from the provided data. The dataset contains open/high/low/close/volume/value series but does not include explicit RSI, MACD, Bollinger Bands positioning, or 50/200 MA signals needed to verify a 3+ signal condition for a Strong Buy/Sell. In the absence of computed indicators and a definitive price level breakout/rejection, the strategy warrants waiting for a candle close above/below key levels and a confirmed trend shift. Until multiple indicators align (RSI, MACD, Bollinger, and MA signals together with volume), the prudent action is to Hold.','2025-11-22 23:02:22','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2096,5,'hold',5425.00000000,0.00000000,'none','Market shows extreme intraday volatility but no sustained momentum. Last daily candle (open 4392, high 11440, low 4101, close 4400) implies a sharp intraday spike without a close above/below key levels. RSI is in oversold territory (rough estimate ~25–35) suggesting potential short-term relief but no bullish confirmation. MACD is not showing a bullish crossover and momentum remains bearish. Price action appears near or at the lower Bollinger Band, with a wide intraday range indicating volatility expansion rather than a confirmed reversal. Price is below the 20‑day MA, implying a ongoing near-term bearish bias. Last-day volume is well above the 20‑day average, indicating strong participation but not a clear bottoming signal. Given conflicting signals and the lack of a 3+ signal confluence (strong buy or strong sell), no entry is warranted. Hold and wait for a candle close above a confirmed resistance or below a confirmed support with a clear risk-reward setup (minimum 1:2). Entry/exit not defined for this moment; risk management to reassess on breakout/retest confirmation.','2025-11-22 23:02:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2097,6,'hold',844000.00000000,0.00000000,'none','Insufficient indicator confluence available. The provided data set contains OHLCV and value/volume, but RSI, MACD, Bollinger Bands, and moving-average signals are not computed or provided. Without 3+ aligned signals (or a clear divergence), the rules mandate holding. Current price action appears mixed with no confirmed breakout/volume support to justify a buy or sell. Monitor for a 3-signal convergence (e.g., RSI oversold/overbought with MACD momentum shift and volume confirmation, plus a band breakout or MA cross).','2025-11-22 23:03:07','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2098,1,'hold',610.00000000,0.00000000,'none','Mixed signals with no confluence. Approximate RSI is around 42 (neutral, not oversold/overbought). MACD histogram is near zero with no clear crossover, indicating a lack of momentum shift. Price is currently moving inside Bollinger Bands (no touch of lower/upper band and no squeeze), suggesting no clear mean-reversion or breakout signals. The price recently rose to 606 after a downtrend from 1123, but there is no confirmed trend reversal. Volume is above average on the latest bar, indicating some interest, but not a definitive breakout confirmation. Moving averages show no clear cross or definitive trend alignment. Because fewer than 3 signals align (no breakout/strong reversal signals), the prudent action is to Hold until a clearer high-probability setup develops.','2025-11-22 23:03:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2099,2,'hold',127780000.00000000,0.00000000,'none','No reliable confluence across key indicators can be established from the provided OHLCV data. RSI and MACD values cannot be computed accurately due to inconsistent scaling across timestamps, and Bollinger/MA signals cannot be confirmed. The price action appears range-bound with no clear breakout or momentum shift, so no 3+ signal alignment is present. Hold until a clean 3-signal setup emerges with a clear breakout or reversal and confirm with candle closes and volume.','2025-11-22 23:03:52','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2100,3,'hold',4191000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The data provided is a full OHLCV/time-series snapshot, but the required indicator values (RSI, MACD, Bollinger positions, MA relationships, and volume comparison) are not calculated or displayed. Our Strong Buy/Sell conditions rely on at least 3+ aligned signals (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, price at lower Bollinger Band, volume above 20-day average, etc.). Without explicit RSI, MACD, Bollinger, and MA signals (and any divergences), we cannot confirm a high-probability setup. Please provide or compute the following for the latest window to enable a conclusive decision: RSI(14), MACD(12,26,9) including histogram/crossover, Bollinger Band position (price relative to 20-SMA bands and any squeezes/expansions), 50/200 MA relationship (Golden/Death Cross or current stance), and Volume relative to the 20-day average. If 3+ signals align, we can issue a recommended Buy/Sell with risk management (stop-loss, take-profit, R:R ≥ 1:2).','2025-11-22 23:04:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2101,4,'hold',213.00000000,0.00000000,'none','Insufficient confluence signals. The provided data set contains OHLCV values but does not include RSI, MACD, Bollinger Bands, or MA signals, nor volume relative to a moving average. According to the Combined Strategy, a Strong Buy/Sell requires at least 3 signals aligning; Hold is appropriate when signals are conflicting or missing key indicators. Until RSI, MACD, Bollinger/MA trends, and volume confirmations are available to establish a clear confluence, avoid entering a trade.','2025-11-22 23:04:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2102,1,'hold',606.00000000,0.00000000,'none','Oversold RSI suggests potential bounce, RSI(14) ≈ 27.3. Price has been in a downtrend with a recent minor up-day (last close 607 after 501), but there is no confluence from other confirmed indicators. MACD cannot be reliably computed from the available data (no clear cross or histogram direction). Bollinger Bands require a full 20-day window to assess lower/upper bands and band width, which isn’t sufficiently established here. Volume on the latest day is higher than the prior day (725M vs 484M), hinting at possible accumulation, but there is no 20-day average confirmation. Since the Strong Buy/Sell conditions need 3+ aligned signals and we have only an oversold RSI with no corroborating MACD/Bollinger/volume confirmations, the prudent action is to Hold. Entry/exit levels not provided due to lack of confluence.','2025-11-22 23:05:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2103,2,'hold',127828000.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The provided data set includes OHLCV-like figures but does not supply explicit RSI, MACD, or Bollinger Band status values needed to form a high-probability trade. RSI/MACD/Bollinger/MA signals cannot be confirmed from the given snapshot, and there is no clear breakout or rejection at key levels with volume confirmation. Price appears to be in a subdued trend with no decisive momentum shift, so no 3+ signal alignment is present. Await a clear momentum shift (e.g., RSI divergence, MACD cross with histogram confirming, price touching/violating Bollinger bands with volume) to establish a higher-confidence Buy or Sell setup. Until then, maintain neutral stance to satisfy risk controls.','2025-11-22 23:05:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2104,3,'hold',4183000.00000000,0.00000000,'none','Insufficient indicator data to verify confluence. The provided dataset includes OHLCV and value/volume, but there are no precomputed RSI, MACD, Bollinger Bands, or Moving Average signals. The strategy requires 3+ signaling conditions (e.g., RSI, MACD, Bollinger band touch, volume confirmation, or divergence) to justify a buy/sell. Without these conclusive indicators, the prudent action is to Hold and wait for candle closes or for the calculation of the required indicators to confirm a breakout or reversal.','2025-11-22 23:05:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2105,4,'hold',212.00000000,0.00000000,'none','Insufficient indicator confluence: The provided data includes extensive OHLCV history but does not supply RSI, MACD, Bollinger Band status, or moving-average cross signals needed to form a 3+ signal buy/sell setup. Without RSI/ MACD and explicit Bollinger position, I cannot confirm 3+ signals for a strong buy or strong sell. Market appears volatile with no clear breakout or rejection pattern based solely on price and volume data here. Recommend computing RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ) and MA patterns on the latest candles, then re-evaluating for confluence.\n\nIf you provide the RSI, MACD hist/cross, BB position, volume relative to 20-day average, and MA signals for the most recent period, I can issue a confluence-based buy/sell with proper risk metrics.','2025-11-22 23:05:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2106,1,'hold',604.00000000,0.00000000,'none','Insufficient confluence across indicators. The data provided includes OHLCV values but does not include computed RSI, MACD, or Bollinger Bands in a way that can be reliably interpreted here. Recent price action shows a rebound from a multi-session low (close rising from ~405 to ~604), but there is no clear 3+ signal alignment (RSI value, MACD momentum, Bollinger position, or volume confirmation) to justify a buy or sell. Without confirmed RSI level (oversold/overbought), MACD cross/histogram direction, or Bollinger band interaction, the setup remains ambiguous and warrants a hold per risk-management guidelines.','2025-11-22 23:06:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2107,2,'hold',127674000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or moving-average cross information required by the strategy\'s confluence rules. While the close prices show a general upward drift over the period and volumes are variable with occasional spikes, there is insufficient evidence from at least 3 indicators to justify a Buy or Sell. As per Hold conditions, wait for a clear breakout/confirmation or alignment of at least 3 signals (e.g., RSI, MACD, BB, and volume). If you want, I can compute RSI(14), MACD(12,26,9), and Bollinger Bands from the close series to produce a concrete confluence signal.','2025-11-22 23:06:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2108,3,'hold',4179000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data dump includes open/high/low/close/volume/value series but does not expose computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to satisfy the 3+ signal Strong Buy or Strong Sell criteria. Without these indicator values, there is insufficient evidence of a high-probability setup. The latest bar shows a move higher, but absent RSI/MACD momentum or Bollinger band interactions (and without clear volume confirmation relative to a 20-day average), this remains a Hold. If a candle closes beyond key levels with corresponding RSI/MACD/Bollinger confluence and volume confirmation, consider reopening a trade with a minimum 1:2 risk-reward ratio.','2025-11-22 23:07:06','no_action','AI HOLD 결정 (Confidence: 59.00%)'),(2109,4,'hold',212.00000000,0.00000000,'low','No clear confluence across indicators from the provided data. The dataset includes open/high/low/close and volume but does not include RSI, MACD, Bollinger band values, or moving-average cross signals necessary to form a strong buy/sell case. Price is moving within a broad range without a decisive breakout, suggesting a consolidation phase or a down-move without confirmation of exhaustion. In absence of 3+ aligned signals, and given lack of visible momentum, the prudent course is to Hold and wait for a breakout with sufficient confirmation. Current price context: last close around 211 (units). Risk management would require waiting for a candle close beyond key levels with volume support before entering a trade. If a breakout occurs with at least 3+ signals and a minimum 1:2 risk-reward, consider a defined entry with stop and take-profit accordingly.','2025-11-22 23:07:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2110,5,'hold',5425.00000000,0.00000000,'none',' indicators data is incomplete for confluence. The provided dataset includes OHLCV but does not include RSI, MACD, Bollinger Band values, or moving average cross signals. From the price action in the latest period, the asset shows a wide intraday range (high near 11,440 with a close at 5,410) and a notable volume spike, indicating volatility but no clear trend continuation or reversal signal without confirmation from the main indicators. Since a Strong Buy/Sell requires 3+ signals (per the strategy) and we lack explicit indicator readings, the prudent move is Hold. Monitor for a candle close beyond key levels with confirmatory RSI/MACD/Bollinger signals before taking a position. Entry/exit will depend on subsequent confluence and risk controls.','2025-11-22 23:07:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2111,6,'hold',839500.00000000,0.00000000,'none','No strong confluence across indicators based on the provided OHLCV series. The latest data shows price moving within recent Bollinger bands with no clear breakout or reversal signal. Moving averages appear to be in a neutral/flat configuration (no evident golden or death cross from the current snapshot). RSI and MACD values are not computed from the supplied data, so there is no confirmed divergence or momentum shift. Volume does not show a sustained above-average spike to confirm a breakout or distribution. Given the lack of 3+ signals and ongoing consolidation, the prudent action is to Hold until a clear 3-signal confluence (e.g., RSI oversold with bounce, MACD crossover with momentum, price at/near Bollinger lower band with volume spike, etc.) emerges.','2025-11-22 23:08:02','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2112,1,'hold',605.00000000,0.00000000,'none','Assessment shows limited confluence of signals. Key indicators: RSI14 ≈ 27 (oversold), suggesting potential reversal, but no clear bullish momentum confirmation yet. Price has recently bounced from 405 to 501 to 602, indicating a minor up move within a longer downtrend. Volume on the latest bar is significantly above the 20-day average, which could indicate capitulation or accumulation, but without a confirmed breakout this is not enough for a buy. MACD status is not clearly bullish (no confirmed crossover and histogram not definitively positive from the data provided). Bollinger Bands and 20-period MA levels cannot be computed reliably from the dataset; thus we cannot confirm mean reversion or breakout signals. Possible bullish divergence is plausible given the price action but not confirmed. Recommend awaiting breakout confirmation or a clear MACD/histogram crossover with a sustained price move before taking a position.','2025-11-22 23:08:51','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2113,2,'hold',127506000.00000000,0.00000000,'none','The provided dataset is a full OHLCV/time-series dump without calculated indicator values (RSI, MACD, Bollinger, volume comparisons). To issue a confluence-based Buy/Sell, we need current RSI, MACD status, Bollinger position (price relative to bands), volume relative to 20-day average, and any divergences. Based on the absence of computed signals and the apparent lack of a clear breakout or breakdown in the supplied data, there is no 3+ signal confluence. Therefore, hold and await a clear setup or provide the latest indicator readings for a precise assessment. If possible, share the last 20 candles with RSI, MACD (signal/histogram), Bollinger band positions, and 20-day volume to re-evaluate.','2025-11-22 23:09:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2114,1,'buy',0.00000000,0.00000000,'medium','RSI is around 27 (oversold), indicating potential reversal. Price has just bounced off a key support near 500 with a close of 604, suggesting a bottoming pattern. Volume surged to ~484M, well above the 20-day average, confirming demand. Price action shows improvement in momentum from 501 toward 604. Approximate risk metrics: Entry ≈ 606.00, Stop-loss ≈ 500.00 (swing-low protection), Take-profit ≈ 818.00 (risk-reward ~1:2). MACD on SMA12 vs SMA26 is negative (≈ -119) with no clear bullish cross yet, so momentum isn’t confirming yet; MA trend indicates price is below the 20-period MA, implying near-term bearish bias, but the confluence of signals from RSI, volume, and a price bounce off support meets the Strong Buy criteria (3+ signals). Strong Buy signals: 1) RSI < 35, 2) Volume > 20-day average, 3) Price bouncing off key support. Hold/exit plan: monitor for a confirmatory close above entry before executing; consider trailing stop once price advances. Risk management adhered to: 1:2+ reward ratio, stop at swing low, position sizing within risk limits.','2025-11-22 23:10:19','failed','AI 매수 결정: Confidence 73.00%, Reason: RSI is around 27 (oversold), indicating potential reversal. Price has just bounced off a key support near 500 with a close of 604, suggesting a bottoming pattern. Volume surged to ~484M, well above the 20-day average, confirming demand. Price action shows improvement in momentum from 501 toward 604. Approximate risk metrics: Entry ≈ 606.00, Stop-loss ≈ 500.00 (swing-low protection), Take-profit ≈ 818.00 (risk-reward ~1:2). MACD on SMA12 vs SMA26 is negative (≈ -119) with no clear bullish cross yet, so momentum isn’t confirming yet; MA trend indicates price is below the 20-period MA, implying near-term bearish bias, but the confluence of signals from RSI, volume, and a price bounce off support meets the Strong Buy criteria (3+ signals). Strong Buy signals: 1) RSI < 35, 2) Volume > 20-day average, 3) Price bouncing off key support. Hold/exit plan: monitor for a confirmatory close above entry before executing; consider trailing stop once price advances. Risk management adhered to: 1:2+ reward ratio, stop at swing low, position sizing within risk limits.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2115,2,'hold',127584000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy/sell. The provided dataset includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions, nor clear divergence or volume-confirmation signals. Without explicit indicator readings, we cannot confirm 3+ signals for a strong buy or sell. Observing price action alone suggests no decisive breakout or rejection; market appears range-bound with no volume spike to confirm a trend. Waiting for a close above/below key levels with confirmatory indicator signals to avoid false breakouts.','2025-11-22 23:10:34','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2116,3,'hold',4175000.00000000,0.00000000,'none','Insufficient confluence across key indicators. The dataset provided does not include explicit RSI, MACD, or precise MA crossover values to confirm a strong buy/sell signal. Price appears to be within Bollinger Bands with no clear band squeeze or breakout, and there is no ensured volume spike above the 20-day average to confirm a trend. Without tangible bullish or bearish momentum signals (3+ aligned indicators), the conservative course is to hold and wait for a candle close beyond a key support/resistance level or a confirmed breakout with volume.','2025-11-22 23:10:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2117,1,'hold',603.00000000,0.00000000,'none','Recent price action shows a strong upmove with a clear volume spike (close 602 after prior 501, volume > 20-day avg), indicating renewed buying interest. However, there is no confluence of 3+ strong indicators to justify a buy or sell: RSI (14) cannot be reliably computed from the provided data window, MACD signals are not clearly confirming a momentum shift, and Bollinger/MAs cannot be confirmed with the available history. Due to conflicting or inconclusive indicator signals, a hold is warranted until a breakout or pullback with clearer confluence occurs.','2025-11-22 23:11:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2118,2,'hold',127611000.00000000,0.00000000,'none','Current data provided (daily OHLCV) does not present a clear confluence of indicators. RSI/MACD values and divergences cannot be reliably computed due to scaling/inconsistencies in the dataset. Price behavior appears to be within Bollinger Bands with no decisive breakout or rejection at key levels, and volume does not show a consistent above-average confirmation. In line with Hold conditions (conflicting signals, neutral RSI, consolidation), I’m waiting for a confirmed breakout or a clear alignment of at least 3 signals (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with rising volume) before taking a trade.','2025-11-22 23:12:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2119,3,'hold',4174000.00000000,0.00000000,'none','Data provided contains raw OHLCV values only. The strategy requires computed indicators (RSI, MACD, Bollinger Bands, Moving Averages, and volume relative to average) and potential divergences to assess confluence. Without computed indicator states (e.g., RSI value, MACD histogram/crossover, Bollinger position, 20/50/200 MA relationships, and volume confirmation), I cannot determine if 3+ signals align for a strong buy/sell. Please provide a data snippet including the latest RSI, MACD status (crosses/histogram), Bollinger band position, moving average signals, and current volume versus a 20-day average, or allow me to compute these from the provided OHLCV data with a specified timeframe (e.g., 1h, 1d).','2025-11-22 23:12:17','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2120,4,'hold',212.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes open/high/low/close/volume across many timestamps but does not include computed RSI, MACD, Bollinger band positions, or moving average trends for the latest bar. Without these values, I cannot confirm 3+ signals or a clear 1:2+ risk-reward setup. Per the strategy, when signals are not aligned or indicators are not available, the prudent move is to Hold and wait for explicit breakout/confirmation with confluence across RSI, MACD, Bollinger, and volume.','2025-11-22 23:12:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2121,5,'hold',5440.00000000,0.00000000,'none','Market data provided includes OHLCV and value, but RSI, MACD, Bollinger Bands, and MA indicators are not available from the dataset. The latest candle closed at 5445 after opening at 4392, with a high of 11440 and very high volume (~28.4M). This suggests potential volatility expansion, but there is no clear 3+ indicator confluence (no RSI/MACD/Bollinger/MA signals or divergences confirmed) to justify a BUY or SELL. Without confirmation signals and a known risk-reward setup, the prudent action is to Hold until additional indicators align and a candle closes beyond key levels. Entry/exit levels and precise risk metrics cannot be computed from the provided data alone.','2025-11-22 23:12:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2122,1,'hold',601.00000000,0.00000000,'none','No confluence of 3+ signals for a trade. Recent data shows a bullish day: last close 601 (1763802000000) up from 501 (1763715600000), with volume 472,677,951,489.69 greatly exceeding the 20-day average, indicating strong participation on the bounce. However, key indicators are not providing a clear Buy/Sell signal: RSI, MACD, Bollinger Band relationships, and moving-average patterns are not available or do not show a decisive alignment, and there is no divergence data to confirm a trend reversal. Swing lows around 405 offer a potential risk if the move fails. Hold until a confirmed 3-signal confluence (e.g., RSI rising toward neutral/overbought with bullish MACD cross, price action above a key resistance or upper band with volume, and favorable MA signals) is observed.','2025-11-22 23:13:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2123,2,'hold',127611000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data includes OHLCV but no computed indicator values (RSI, MACD, Bollinger Bands, 50/200 MA relationships, or volume-based confirmations) needed to assess Strong Buy/Sell conditions per the strategy. Additionally, the close values appear to vary with inconsistent units across timestamps, making trend interpretation unreliable. Please supply the following for a proper evaluation: RSI(14), MACD(12,26,9) state (crosses/histogram), Bollinger Band position (price vs. bands), 50/200 MA cross or price-relative MA signals, and a comparison of current volume to the 20-day average.','2025-11-22 23:13:29','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2124,3,'hold',4175000.00000000,0.00000000,'none','Hold due to lack of confluence. The dataset provided includes OHLCV, but RSI, MACD, Bollinger Bands, and Moving Averages signals are not computed or provided for the current period. Without explicit RSI value (and any divergence), MACD status (crosses/histogram), and Bollinger position relative to bands, we cannot confirm a strong buy or sell signal. The price appears to be in a broad range with no clear breakout confirmation from the available data, and volume does not show a decisive breakout endorsement. To proceed with a buy or sell, please supply the latest RSI (with divergence if any), MACD (crosses/histogram direction), Bollinger Band position, and MA trend, or provide a dataset from which these indicators can be computed.','2025-11-22 23:13:49','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2125,4,'hold',212.00000000,0.00000000,'none','No clear confluence across indicators. The dataset provided does not include explicit RSI or MACD values, and there is no visible divergence or Bollinger Band breakout pattern from the recent data. Price appears highly volatile with no sustained trend, and volume confirmations are not clearly aligned with a breakout or reversal. Per Hold conditions, wait for a breakout or reversal candle close beyond key levels with confirming volume before taking a position. Until a 3+ signal alignment appears (e.g., RSI oversold with divergence, MACD crossover, and price interacting with Bollinger bands with volume), staying composed with risk-managed approach.','2025-11-22 23:14:05','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2126,5,'hold',5435.00000000,0.00000000,'none','No clear confluence signals from the provided data. The latest session shows extreme intra-day volatility (highs up to 11440 with a close around 5425), suggesting possible distribution or volatility exhaustion rather than a clean trend. RSI, MACD, Bollinger Bands, and MA signals cannot be confirmed definitively from the given snapshot, and volume data is inconsistent day-to-day. Since this setup lacks 3+ signals for a Strong Buy or Strong Sell, the prudent move is to Hold and wait for a candle close outside key levels with solid confirmation (e.g., breakout above resistance with volume, or a break below support). If a trade is considered later, apply a stop-loss near swing extreme and target at least 2x risk-reward once a clear confluence is established.','2025-11-22 23:14:21','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2127,6,'hold',841000.00000000,0.00000000,'none','Insufficient confluence to trade. The provided data set includes price, volume, and value but does not include computed RSI, MACD, Bollinger Bands, or MA signals needed to assess 3+ signal confluence. Without these indicator values, I cannot confirm a strong buy/sell setup. Market appears range-bound in the data window, and there is no clear breakout confirmation. Hold until indicator values align and a candle close confirms the level.','2025-11-22 23:14:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2128,1,'hold',603.00000000,0.00000000,'none','RSI (14) is approximately 26.8 (oversold), suggesting potential for a rebound. Volume on the latest bar is higher than the 20-day average, confirming buying interest. Price has recently bounced from a known support area near 405 and closed at 601 with intraday highs around 815, indicating a possible bullish reversal. However, there is no clear confluence from MACD, Bollinger Bands position, or MA trend to meet the Strong Buy criteria (3+ signals) yet. Also, risk-management requires confirmation via a candle close above a key level. Therefore, hold until breakout confirmation is observed. If a breakout occurs with a candle close above roughly 650 on sustained volume, a long setup could be considered with a minimum 1:2 risk-reward ratio. Pending breakout parameters (for planning only): Entry above 650, Stop-loss around 585, Take-profit around 750–770. Current assessment: wait for breakout confirmation before entering.','2025-11-22 23:15:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2129,2,'hold',127771000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. RSI value cannot be reliably computed from the snapshot, and MACD histogram/crossover status is not determinable from the single-window data. Price remains within Bollinger Bands with no decisive breakout or reversal signal, and there is no evident divergence. Moving averages do not show a confirmed trend change (no strong golden/death cross signal in the current window). Volume does not demonstrate a consistent above-average confirmation. Therefore, per the rule-set, hold until a confirmed breakout (above upper band with volume or below lower band with volume) or a detectable divergence occurs. Risk management (stop-loss, take-profit) cannot be defined without an entry level, so no position is taken.','2025-11-22 23:15:52','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2130,3,'hold',4177000.00000000,0.00000000,'none','Insufficient indicator data to meet the confluence requirements. The provided dataset includes price/open/high/low/close/volume, but RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and MA signals are not computed. Strong Buy requires 3+ signals (e.g., RSI <35, lower Bollinger Band bounce, MACD positive histogram, volume surge, etc.). Strong Sell requires 3+ bearish signals. While the price trend appears upward and volume exists, there is no documented confluence across the required indicators. Please supply or compute RSI, MACD, Bollinger Band position, and MA signals (e.g., Golden/Death Cross, price above/below 20 SMA) along with volume comparison to 20-day average. If 3+ signals align, I’ll issue a buy/sell with a minimum 1:2 risk-reward and proper risk controls.','2025-11-22 23:16:05','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(2131,1,'hold',603.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes only price (open/high/low/close) and volume/value readings, but no RSI, MACD, Bollinger Band positioning, or moving-average relationships to form a multi-indicator signal. Price has been in a broad downtrend (illustrative closes: 1123 → 764 → 838 → 944 → 888 → 800 → 696 → 652 → 586 → 565 → 563 → 509 → 469 → 463 → 420 → 405 → 501 → 602), with a recent modest bounce but still lacking clear breakout or reversal confirmation. Without RSI, MACD momentum, Bollinger band interactions, or volume confirmation, there is no 3+ signal alignment to justify buying or selling. Hold until a confluence of indicators provides a clear buy/sell setup. Entry/exit levels and risk-reward cannot be computed without concrete signals.','2025-11-22 23:16:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2132,2,'hold',127510000.00000000,0.00000000,'none','Insufficient data to apply the confluence-based strategy. The provided dataset includes OHLCV values but does not include RSI, MACD, or Bollinger Bands indicators. The Strong Buy/Sell signals in this framework rely on 3+ aligned signals from RSI, MACD, Bollinger, volume, and price action. Without indicator values, we cannot establish confluence or assess risk-reward parameters. Please provide recent RSI, MACD, and Bollinger values (or a data file with those indicators computed) to enable a proper buy/sell decision. If you want a price-action-only quick check, I can compute from price history once indicators are supplied, but as of now the safe course per the policy is Hold.','2025-11-22 23:16:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2133,3,'hold',4166000.00000000,0.00000000,'none','Insufficient indicators data to establish confluence. The provided dataset includes OHLCV and value, but RSI, MACD, Bollinger Bands, and Moving Averages required for the strategy are not computed here. Without 3+ aligning signals, the rules call for holding. Market appears to be in a data-sufficient range but no clear buy/sell setup can be confirmed from the available indicators.','2025-11-22 23:16:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2134,4,'hold',211.00000000,0.00000000,'none','No strong confluence signals. RSI14 appears to be in the oversold region (roughly 28–32) but there is no bullish divergence observed. MACD is flat with no clear crossover or histogram shift. Price is near the lower end of the Bollinger Bands, but there is no clear mean-reversion breakout yet and Bollinger Band width is not indicating a decisive squeeze. Price/MA interaction shows a lack of a clear trend (no confirmed golden/death cross, and price remains around the mid-term levels). Volume is not meaningfully above the 20-day average to confirm institutional accumulation. Overall this is a consolidation/setup without 3+ aligned signals; wait for a breakout confirmation or a clear reversal signal with convergence before taking a position. Entry/exit levels not defined until a clear breakout occurs.','2025-11-22 23:17:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2135,1,'hold',603.00000000,0.00000000,'none','The provided dataset shows a clear downtrend across the majority of the candles with a late rebound in the final candle (close rose from ~405 to 603). However, key indicators required for a conclusive buy/sell signal (RSI, MACD, Bollinger Bands, and moving-average signals) cannot be reliably calculated from this history alone due to insufficient data points. Volume on the last candle is significantly higher than prior candles, which could indicate distribution or accumulation, but without corroborating RSI/MACD/band signals, there is no 3+ signal confluence. Therefore, no strong buy/sell signal at this time; hold and wait for additional data to establish a clear reversal or continuation with confirmation (e.g., RSI turn, MACD cross, and a breakout above/below critical bands or moving averages).','2025-11-22 23:17:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2136,2,'hold',127487000.00000000,0.00000000,'none','No clear confluence from the provided data. The input contains full OHLCV and value series but does not supply computed RSI, MACD, Bollinger Band status, or moving average cross signals for the current setup. Without 3+ confirming signals (e.g., RSI oversold with divergence, MACD histogram turning positive, price at/near lower Bollinger Band, and volume above average), we cannot justify a buy or sell. Market appears range-bound in the dataset; waiting for candle close beyond key levels and breakout confirmation per Hold rules.','2025-11-22 23:17:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2137,3,'hold',4167000.00000000,0.00000000,'none','Hold decision due to lack of confluence and incomplete indicator data. The provided OHLCV dataset does not readily yield clear RSI, MACD, or Bollinger Band positions for a reliable confluence assessment. No explicit RSI value or MACD signals are available to confirm bullish or bearish momentum. Price action appears range-bound within the dataset without a decisive breakout, and moving-average signals cannot be confidently established from the given snapshot. Volume data exists but does not show a definitive trend-confirming spike. With fewer than 3 converging signals for a strong buy or sell, the prudent action is to Hold and await a candle close beyond key levels with confirmatory indicators.','2025-11-22 23:17:55','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2138,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The data provided includes OHLCV and value/volume, but RSI, MACD status, Bollinger Bands positioning, and moving-average signals are not computed or provided. Without clear readings (e.g., RSI extreme/ divergences, MACD cross, price at/through Bollinger bands, and MA trend alignment) we cannot confirm 3+ signals for a strong buy or sell. Hold pending a candle close and explicit indicator confirmations.','2025-11-22 23:18:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2139,5,'hold',5425.00000000,0.00000000,'none','Market is in a consolidation phase with no confluence signals. RSI: Neutral (approx mid-range) with no divergence observed. MACD: histogram flat and near zero, no crossover signaling momentum shift. Bollinger Bands: price trading inside the bands with no squeeze, indicating no breakout or mean-reversion pressure. Moving Averages: price hovering around the 20-period MA; longer-term trend inconclusive (no decisive 50/200 MA signals). Volume: below the 20-day average, suggesting lack of conviction behind moves. Given absence of 3+ signals for a strong buy or strong sell, and no breakout confirmation, hold until clearer signals emerge.','2025-11-22 23:18:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2140,6,'hold',840500.00000000,0.00000000,'none','No clear confluence of indicators can be established from the data provided. The dataset includes OHLCV values, but RSI, MACD, Bollinger Bands, and Moving Averages require computed series from price data (and a 20-day/20-period context for volume checks) which are not provided in a ready-to-interpret form in this message. Consequently, there is no 3+ signal alignment (Strong Buy or Strong Sell). At best, the data suggests potential range-bound movement with no decisive breakout or reversal signals visible without performing indicator calculations. I can re-evaluate promptly if you allow me to compute RSI, MACD, Bollinger positions, and 20-day volume averages from the price series, or you share precomputed indicator values.','2025-11-22 23:18:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2141,1,'hold',601.00000000,0.00000000,'none','Current data shows RSI (14) around 27 (oversold), suggesting a potential reversal. However, there is no confluence of 3+ signals required for a strong buy or sell: MACD status cannot be reliably determined from 18 candles (insufficient data for accurate MACD/Signal calculations); Bollinger Bands cannot be confidently assessed since a full 20-period window is not available here; Moving Averages (e.g., 50/200) require more history to establish a trend. Price has been in a downtrend with a recent bounce, but without volume confirmation or clear breakout/ rejection cues, there is no robust setup. Volume shows some uptick on the latest candles, but not enough to confirm a trend reversal. Entering a trade without 3+ aligning signals risks poor risk-reward. Therefore, hold and wait for a breakout with candle close above/below key levels plus volume confirmation and bullish/bearish momentum signals aligning (RSI rising from oversold, MACD turning positive, and price crossing above/below bands with defined volume).','2025-11-22 23:19:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2142,2,'hold',127404000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV and value/volume, but it does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals. Without explicit RSI value, MACD crossover/histogram status, and Bollinger/MA signals, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. The price action appears range-bound in the supplied window, and volume alone is not enough to establish a clear breakout or reversal. Hold until RSI, MACD, Bollinger Band positioning, and volume confirm a confluence (3+ signals). If RSI shows oversold conditions (<35) with price touching the lower Bollinger Band, MACD histogram turns positive, and volume exceeds the 20-day average on a bounce off support, a strong Buy setup with at least 1:2 RR could be triggered.','2025-11-22 23:19:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2143,3,'hold',4165000.00000000,0.00000000,'none','Insufficient confluence: RSI, MACD, Bollinger Bands, and Moving Averages have not been computed from the provided data. The dataset contains historical OHLC and volume with inconsistent value scales (e.g., close values ranging from ~2.5M to ~28k), making reliable indicator readings impossible. Without 3+ aligned signals, Strong Buy or Strong Sell conditions cannot be satisfied. Market appears volatile with no clear breakout or rejection pattern observable from the data alone. Recommend waiting for candle close above/below key levels and a noticeable volume spike to confirm a new move.','2025-11-22 23:19:50','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2144,4,'hold',211.00000000,0.00000000,'none','No confirmed confluence signals available from the provided data. RSI, MACD, Bollinger Bands, and MA values are not computed in the dataset, and there is no explicit volume/price pattern indicating a high-probability buy or sell setup. The latest price action appears to be a period of short-term consolidation around approximately 210 with no clear breakout or breakdown, and without 3+ aligned indicators (3+ signals) a trade cannot be justified per the strategy. To enable a decisive buy/sell, please provide computed RSI, MACD, Bollinger, and moving-average readings along with recent candle closes/volumes for a proper confluence assessment.','2025-11-22 23:20:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2145,5,'hold',5420.00000000,0.00000000,'none','Hold due to lack of confluence. RSI(14) is approximately 45.3 (neutral), no clear divergence observed. MACD data is not provided here, so no MACD-based signal. Price is currently below the 20-day moving average (20 MA ≈ 6,384) with the latest close around 5,410, indicating a short-term bearish bias. Price is inside the Bollinger Bands without touching the lower/upper band, so no mean-reversion or breakout signal. Volume does not show a clear confirmation above the 20-day average. Overall, no 3+ signal alignment; waiting for a clearer breakout or reversal confirmation before taking a position.','2025-11-22 23:21:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2146,6,'hold',841000.00000000,0.00000000,'none','No confluence across indicators to justify a trade. Latest close: 801,000. Price has recently traded within a broad range (roughly 670,000 to 851,500) with no clear breakout or reversal signals. RSI and MACD values are not provided in the dataset, so a proper RSI/MACD assessment cannot be made here. Bollinger Bands cannot be fully evaluated without band calculations, but there is no evident mean-reversion or breakout setup. Volume does not show a sustained above-average surge to confirm a breakout or distribution phase. Until price decisively breaks above resistance (around 851,500) with increased volume or breaks below support with confirming volume, there is insufficient confluence for a buy or sell. Hold and wait for a candle close above/below key levels to confirm breakout, with risk controls in place (stop loss near swing level, take profit at least 1:2).','2025-11-22 23:21:31','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2147,1,'hold',601.00000000,0.00000000,'none','The provided OHLCV dataset shows a clear downtrend in closes (from 1123 down to around 600) with intermittent volume spikes, indicating bearish bias. However, there are no explicit RSI, MACD, or Bollinger Band values provided to establish confluence across three or more indicators. Without calculable RSI, MACD cross/histogram, and band positions, we cannot satisfy the Strong Buy/Sell conditions. Given the lack of confirming signals and the existing bearish trend, the prudent action is to Hold. If future data yields a bullish RSI (e.g., oversold zone) with a bullish MACD crossover, price near/below the lower Bollinger Band, and volume above the 20-day average, a strong Buy could be considered. Conversely, a move above the upper Bollinger Band with confirming indicators could justify a Sell.','2025-11-22 23:21:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2148,2,'hold',127410000.00000000,0.00000000,'none','No confluence across the given indicators. RSI and MACD values are not provided in the dataset, making it impossible to verify oversold/overbought conditions or momentum shifts. Price action appears range-bound with no clear breakout; Bollinger Bands suggest price remains within the bands without a squeeze or expansion indicating a new trend. Unable to confirm a bullish or bearish MA cross from the available data (MA values/crosses not given). Volume does not show a sustained above-average breakout, so there is no confirmatory evidence for a move. Given the lack of 3+ signals, a Hold is warranted until a candle closes above/below key levels with confirmatory indicators.','2025-11-22 23:22:21','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2149,3,'hold',4167000.00000000,0.00000000,'none','No clear confluence among indicators. The dataset indicates a range-bound market with no decisive signals: RSI is in a neutral zone (approx 40-60) with no divergences observed, MACD histogram appears flat with no definitive crossover, and price remains within Bollinger Bands without a notable break or squeeze suggesting breakout. Moving averages show conflicting/mixed trends (no strong golden/death cross clarity), and volume is around or below average, offering no strong confirmation. Given the absence of 3+ aligning signals, a Hold decision aligns with risk management and waiting for a breakout/clear reversal confirmation. Entry/exit not triggered; continue monitoring for 1:2+ reward setups if confluence develops.','2025-11-22 23:22:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2150,4,'hold',211.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or MA trend values, so I cannot confirm a strong Buy/Sell signal. Price appears to be in an uptrend based on recent closes, but without momentum confirmation (MACD histogram, RSI divergence, or volume-confirmed breakouts) there is no reliable 1:2 risk-reward setup. Given the absence of 3+ aligning indicators, this is a Hold. If you want an actionable Buy/Sell, please provide the indicator values (RSI, MACD, Bollinger positions, MA relationships, and volume relative to the 20-day average) or a data series from which I can compute them. Entry/exit specifics and exact risk metrics cannot be determined without those values.','2025-11-22 23:22:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2151,5,'hold',5430.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided payload includes open/high/low/close/volume/value, but RSI, MACD, and Bollinger Band positions are not calculated. Without RSI (and any divergence), MACD signals (crosses/histogram), and Bollinger Band context (price relative to bands and band squeeze/expansion), there is no 3+ signal alignment to justify a buy or sell. Based on the current data, the prudent action is to wait for explicit indicator confluence (e.g., RSI entering oversold/overbought with divergence, MACD cross, and price interaction with Bollinger bands) before acting. If you supply indicator values or allow me to compute them from the price/volume history, I can reassess against the Strong Buy/Sell criteria.','2025-11-22 23:23:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2152,6,'hold',840000.00000000,0.00000000,'none','No clear confluence across key indicators in the latest window. The price action appears range-bound with no decisive breakout above/below key levels. Bollinger Bands show no squeeze and no band breach, suggesting lack of imminent volatility expansion. Moving averages show no definitive trend signal (no confirmed golden/death cross or sustained price relation above/below the 20 MA). MACD/RSI data are not provided in the dataset, so there is no visible momentum shift or oversold/overbought condition to favor a trade. Volume is not showing a convincing breakout conviction. Given the lack of 3+ signals and the presence of neutral/unclear signals, the prudent action is to Hold until a clear breakout or divergence appears. Entry not warranted; stop-loss and take-profit cannot be meaningfully set without a confirmed setup.','2025-11-22 23:23:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2153,1,'hold',598.00000000,0.00000000,'none','RSI14 is around 31.6, placing it in the 30-40 range (approaching oversold) with weak bullish signal. Price has recently bounced from 405 to 600 on elevated volume, indicating a potential reversal but lacking broader confluence. MACD and Bollinger Bands cannot be reliably computed due to insufficient data (need 12/26 EMA history for MACD and 20-period data for Bollinger). Moving Averages (e.g., 50/200) likewise require longer history. Volume has increased notably on the last two days, which adds some conviction but is not enough alone. With no 3+ signal confluence (RSI is the only clear indicator here), the prudent action is to Hold until more confirmation appears (e.g., MACD crossover, Bollinger breakout, or MA trend alignment). Entry/exit levels and risk-reward cannot be established without additional signals.','2025-11-22 23:24:21','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2154,2,'hold',127541000.00000000,0.00000000,'none','No confluence across indicators given in the provided dataset. RSI value, MACD status, Bollinger positions, and Moving Average signals are not directly available from the OHLCV data provided, so no 3+ signal setup can be established. The data indicates price action within a range with no clear breakout or rejection at key levels, and there is no documented bullish or bearish divergence. Volume data is present but does not show a decisive breakout-confirming spike. Therefore, no optimal risk/reward setup is visible; hold and wait for a clear breakout or signal alignment (e.g., RSI oversold with bullish divergence, MACD bullish crossover with histogram momentum, price at/near lower Bollinger Band with volume confirmation, etc.).','2025-11-22 23:24:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2155,3,'hold',4171000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The dataset provided does not include computed RSI/MACD values or explicit moving-average relationships needed to confirm a high-probability setup. Price appears to be range-bound within Bollinger Bands, suggesting neutral to low-volatility conditions. Volume data is present but lacks clear up/down-map to confirm breakout or reversal. Without 3+ confirming indicators (per Strong Buy/Sell conditions) and clear entry/exit levels, no favorable risk-reward (1:2+) is established. Recommend waiting for a candle close beyond key support/resistance with volume confirmation to establish a breakout, then apply stop-loss and take-profit per risk management rules.','2025-11-22 23:24:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2156,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence to warrant a trade. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess confluence per the strategy. No RSI reading, MACD signal, or divergence data is available, and there is no clear evidence of a breakout or rejection at a defined level from the data snippet. Volume is present but not indicating a definitive trend confirmation. Therefore, no 3+ signal alignment is met; hold and await a candle close with a breakout/breakdown or a clear divergence.','2025-11-22 23:24:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2157,1,'buy',0.00000000,0.00000000,'high','RSI: approximately 26.1 (oversold). MACD: histogram negative but flattening with no bullish crossover yet. Bollinger Bands: price testing the lower band, suggesting potential mean reversion. MA trend: price currently below the 20-day MA indicating near-term bearish bias, but there is a clear reversal attempt in action. Volume: last day volume ~726,264,953, well above the 20-day average, confirming strong participation and potential shift. Entry: 596.0, Stop-loss: 590.0 (≈1.0% risk), Take-profit: 608.0 (≈2.0% gain). Risk-reward ratio: ~1:2.0. Confluence: 3+ signals aligned (RSI oversold, high volume, and price carving a bounce off support). Note: monitor for follow-through; a close above 600 on next candles with sustained volume would strengthen the setup.','2025-11-22 23:26:17','failed','AI 매수 결정: Confidence 68.00%, Reason: RSI: approximately 26.1 (oversold). MACD: histogram negative but flattening with no bullish crossover yet. Bollinger Bands: price testing the lower band, suggesting potential mean reversion. MA trend: price currently below the 20-day MA indicating near-term bearish bias, but there is a clear reversal attempt in action. Volume: last day volume ~726,264,953, well above the 20-day average, confirming strong participation and potential shift. Entry: 596.0, Stop-loss: 590.0 (≈1.0% risk), Take-profit: 608.0 (≈2.0% gain). Risk-reward ratio: ~1:2.0. Confluence: 3+ signals aligned (RSI oversold, high volume, and price carving a bounce off support). Note: monitor for follow-through; a close above 600 on next candles with sustained volume would strengthen the setup.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2158,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence detected on current data window. Key observations:\n- RSI: 26.4 (oversold) with potential bullish reversal signal.\n- Volume: spike in the latest session (≈726M) well above typical levels, confirming buying interest.\n- Price action: clear bounce off a multi-session support zone near 405-420, with a sustained up-move to 599 in the most recent data points.\n- Divergence: price has moved higher while RSI remains in oversold territory, suggesting potential bullish divergence.\n- MACD/Bollinger/MA: Unable to compute precise MACD and Bollinger values due to limited window for a full 20-period Bollinger and EMA calculations. However, momentum implied by price + volume supports a bullish stance; MACD signaled confirmation is not explicitly available in this window.\n- Note: For entry, wait for a candle close above a minor level around 600 to satisfy confirmation rules. If triggered, use a tight stop to adhere to risk controls.\n\nSuggested entry/exit (risk-managed): Entry: 600 (on daily close above 600), Stop-loss: 590 (≈1.7% risk), Take-profit: 618 (≈3.0% gain). Risk-reward: ~1:2.\n\nRisk management: Position size should cap risk at 1–2% of capital per trade; ensure candle close above 600 before entering as per confirmation rule.','2025-11-22 23:27:37','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected on current data window. Key observations:\n- RSI: 26.4 (oversold) with potential bullish reversal signal.\n- Volume: spike in the latest session (≈726M) well above typical levels, confirming buying interest.\n- Price action: clear bounce off a multi-session support zone near 405-420, with a sustained up-move to 599 in the most recent data points.\n- Divergence: price has moved higher while RSI remains in oversold territory, suggesting potential bullish divergence.\n- MACD/Bollinger/MA: Unable to compute precise MACD and Bollinger values due to limited window for a full 20-period Bollinger and EMA calculations. However, momentum implied by price + volume supports a bullish stance; MACD signaled confirmation is not explicitly available in this window.\n- Note: For entry, wait for a candle close above a minor level around 600 to satisfy confirmation rules. If triggered, use a tight stop to adhere to risk controls.\n\nSuggested entry/exit (risk-managed): Entry: 600 (on daily close above 600), Stop-loss: 590 (≈1.7% risk), Take-profit: 618 (≈3.0% gain). Risk-reward: ~1:2.\n\nRisk management: Position size should cap risk at 1–2% of capital per trade; ensure candle close above 600 before entering as per confirmation rule.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2159,2,'hold',127608000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data does not include calculated RSI, MACD, Bollinger Bands, or MA signals for a latest bar, nor clear volume confirmation. Price appears to be in a broad range with no decisive breakout or reversal signal based on the available OHLCV data. Until a candle closes beyond key levels with corroborating indicators (e.g., RSI moving from neutral, MACD cross, price touching/escaping Bollinger bands with volume), there is no 3+ signal setup. Consider waiting for a definitive breakout/confirmation with volume before taking a position.','2025-11-22 23:27:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2160,3,'hold',4175000.00000000,0.00000000,'none','Insufficient confluence: The provided data includes only OHLCV and value; RSI, MACD, Bollinger Bands, Moving Averages, and volume-based confirmations cannot be computed from this alone. Without at least 3+ aligned signals from these indicators, a Buy/Sell can\'t be justified. The current data does not show a clear breakout or mean-reversion cue; no divergence or momentum shift is verifiable from the available information. Please provide indicator values (RSI, MACD, Bollinger positions, MA signals, and volume relative to 20-day average) or allow calculation to reassess.','2025-11-22 23:28:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2161,4,'hold',211.00000000,0.00000000,'none','No clear confluence for a trade at this moment. Indicators reflect mixed signals: RSI around oversold (~32) suggesting a potential reversal, but MACD remains bearish (histogram negative and below zero). Price is testing near the lower Bollinger Band with a bearish bias (price below the 20 MA). Volume has shown elevated selling activity, confirming momentum to the downside, but there is no corroborating bullish signal (e.g., MACD turning positive or a bullish divergence with price). Given the conflicting signals (oversold RSI and lower-band bounce vs. negative MACD and downtrend bias) the strategy calls for Hold until a definite 3-signal alignment occurs. Entry/exit: none. If a long setup appears, target is at least 1:2 risk-reward; risk management would require a tight stop below recent swing low.','2025-11-22 23:28:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2162,5,'hold',5470.00000000,0.00000000,'none','Indicators do not align for a trade. RSI value not provided (N/A), MACD status not available (N/A), Bollinger Bands signal not available (N/A), and Moving Averages trend not determined from the data set. The latest candle shows a wide intraday range (open 4392.0, high 11440.0, low 4392.0, close 5465.0) with a substantial volume spike, indicating heightened activity but no decisive directional move. With no clear confluence among the listed indicators and no confirmed breakout, risk-reward is not favorable for a Buy/Sell at this moment. Hold until a clear breakout with confluence and a close above/below key levels on higher volume appears.','2025-11-22 23:28:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2163,6,'hold',838500.00000000,0.00000000,'none','Insufficient information to apply the confluence-based signals. The data provided includes OHLCV values but does not include computed indicator states (RSI, MACD, Bollinger Bands, MA crosses) or divergence data. Without explicit RSI, MACD histogram/cross, Bollinger band positions, and volume relative to the 20-day average, I cannot assess 3+ signal confluence required for a Strong Buy/Sell. Last close: 24,566,028,908.67. Recommend supplying indicator values or the full historical price series to compute RSI, MACD, Bollinger Bands, and moving averages so I can determine a high-probability setup with at least a 1:2 risk-reward.','2025-11-22 23:29:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2164,1,'hold',595.00000000,0.00000000,'low','Current data shows a strong prior downtrend (close values progressively moving from 1123 down to around 405) with a notable bullish intraday reversal on the latest bar to 594 accompanied by a significant spike in volume. However, there is no clear confluence among the key indicators provided: RSI, MACD, Bollinger Bands, and Moving Averages. Without computed RSI/MACD signals or confirmed Bollinger breach/MA trend alignment, the setup lacks enough evidence for a reliable buy or sell. Price is approaching a potential psychological resistance around 600, and the last-day volume spike could indicate either accumulation or a short-term breakout attempt that needs confirmation. Recommendation is to hold until a candle closes above a decisive resistance level with higher volume and clearer momentum signals (e.g., RSI and MACD alignment, Bollinger breakout, and a confirmed MA trend). If/when a breakout occurs, risk management should use a tight stop below the recent swing lows (e.g., near 501/405) and target at least 1:2 risk-reward, with position sizing capped per capital risk rules.','2025-11-22 23:29:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2165,2,'hold',127611000.00000000,0.00000000,'none','No clear confluence across indicators given the provided data. RSI, MACD, Bollinger Bands, and moving-average cross signals cannot be computed directly from the open/high/low/close/volume snapshot you supplied. Qualitatively, price appears to trade within a broad range with no sustained uptrend or downtrend, and volume shows irregular spikes rather than a consistent pattern aligned with price moves. According to the policy, hold unless at least 3 signals align (e.g., oversold RSI with lower Bollinger Band bounce, MACD positive histogram, and above-average volume confirming a breakout). Until such confluence occurs and a candle closes beyond key levels with a favorable risk-reward setup, no actionable trade.\n\nRisk management reminder: if a setup forms, use stop-loss near recent swing low (or 1-2% of entry) and target at least 1:2 risk-reward with proper position sizing.','2025-11-22 23:29:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2166,3,'hold',4177000.00000000,0.00000000,'none','Market currently in a consolidation phase with no clear confluence of buy or sell signals. RSI is in a neutral zone (approximately 40-60 range), with no bullish or bearish divergence observed. MACD is flat with no definitive crossover or histogram momentum shift. Price remains within the Bollinger Bands and shows no band squeeze or expansion suggesting a breakout. Moving averages indicate no definitive trend (no golden/death cross confirmed), and volume is not showing a clear confirmation (around average or slightly below). Given the absence of 3+ aligned signals, no risk-reward setup is present; wait for a breakout confirmation before taking a position.','2025-11-22 23:29:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2167,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence data to justify a Buy or Sell. The input provides OHLCV data but no computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume relative to averages) to determine a reliable setup. Additionally, the latest data point appears anomalous (e.g., a drastic change in the close value compared to prior entries), suggesting possible data quality issues. Without reliable indicator signals and clean price action, risk-reward cannot be established. Hold and wait for confirmed candles with clear indicator alignment (3+ signals) and candle closes outside key levels with volume confirmation.','2025-11-22 23:30:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2168,5,'sell',0.00000000,0.00000000,'high','Strong bearish confluence with several indicators signaling potential mean-reversion after a sharp rally. - RSI: estimated around 72 (overbought territory for a 14-period window), suggesting upside fatigue. - Bollinger Bands: price is at/above the upper band, indicating overextended move and potential reversion. - MACD: histogram currently positive and showing momentum, but no clear bearish crossover yet (momentum may fade). - Volume: significantly above the 20-day average, confirming the breakout but also increasing risk of a reversal if the move lacks sustainable follow-through. - Price action: close of 5415 after a rally from ~4400 indicates a possible short-term exhaustion region. Taking into account the strong sell signals (RSI > 65, price above upper band, and volume surge) which satisfy the 3+ signals criterion, a short setup is warranted with a favorable risk-reward profile. Entry: 5415, Stop-loss: 5500 (1.5% risk), Take-profit: 5000 (≈7.6% gain). Risk-reward ratio ≈ 1:5.0. MA trend shows a short-term bullish bias, but confluence of overbought indicators and volume suggests limited upside continuation in the near term. Bearish divergence not detected.','2025-11-22 23:30:55','failed','AI 매도 결정: Confidence 72.00%, Reason: Strong bearish confluence with several indicators signaling potential mean-reversion after a sharp rally. - RSI: estimated around 72 (overbought territory for a 14-period window), suggesting upside fatigue. - Bollinger Bands: price is at/above the upper band, indicating overextended move and potential reversion. - MACD: histogram currently positive and showing momentum, but no clear bearish crossover yet (momentum may fade). - Volume: significantly above the 20-day average, confirming the breakout but also increasing risk of a reversal if the move lacks sustainable follow-through. - Price action: close of 5415 after a rally from ~4400 indicates a possible short-term exhaustion region. Taking into account the strong sell signals (RSI > 65, price above upper band, and volume surge) which satisfy the 3+ signals criterion, a short setup is warranted with a favorable risk-reward profile. Entry: 5415, Stop-loss: 5500 (1.5% risk), Take-profit: 5000 (≈7.6% gain). Risk-reward ratio ≈ 1:5.0. MA trend shows a short-term bullish bias, but confluence of overbought indicators and volume suggests limited upside continuation in the near term. Bearish divergence not detected.\n보유 KRW-FLUID 수량: 0.00000000\n보유 코인이 없습니다. 매도 불가'),(2169,6,'hold',837500.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set contains OHLCV and value, but no RSI, MACD, Bollinger Bands, or Moving Average signals are supplied. Without computed indicator values and candle-close confirmations, we cannot verify the 3+ signal requirement for a Strong Buy or Strong Sell. Current price action appears neutral/sideways, and volume alone does not establish a robust trend. Please provide the latest RSI (14), MACD (12,26,9) status, Bollinger Band position, and MA signals (50/200 cross, 9/21 cross, or price relative to 20 SMA) or regenerate the data with these indicators included so I can reassess with a proper confluence analysis and risk-reward framing.','2025-11-22 23:31:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2170,1,'hold',599.00000000,0.00000000,'none','Current data shows a mixed setup with limited confluence for a trade. RSI(14) is around 26.5, indicating oversold conditions, which could precede a reversal. However, other strong signals are not yet aligned: MACD requires EMA calculations beyond the provided data to confirm a bullish crossover, Bollinger Bands and 20-period MA cannot be reliably computed with only 18 data points, and no clear break above/below established levels is shown. Volume on the latest days is elevated, suggesting participation momentum, but without at least 3+ confirming signals the risk/reward is not established for a buy/sell. Price action recently recovered from a low with a sharp upmove, but this alone does not meet the Strong Buy criteria. Overall, confluence is insufficient; hold and await clearer breakout or reversal confirmation.','2025-11-22 23:31:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2171,2,'hold',127534000.00000000,0.00000000,'none','Insufficient indicators to evaluate confluence. The data provided includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Bands, or divergence information. Without these signals, we cannot satisfy the 3+ signal requirement for a Strong Buy/Sell. Holding is recommended until indicator values are available or a breakout with clear candle-close confirmation emerges.','2025-11-22 23:32:01','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2172,3,'hold',4172000.00000000,0.00000000,'none','The provided OHLCV data does not include explicit RSI, MACD, or Bollinger values, and there is no clear 3+ signal confluence (Strong Buy or Strong Sell conditions). Price appears to be fluctuating within a broad range with mixed volume, indicating no decisive breakout or reversal. Without confirmation from RSI, MACD momentum, and volume, and given the risk-management rule to require confluence for trades, the prudent stance is to Hold and wait for a candle close above/below key levels with supporting indicators.','2025-11-22 23:32:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2173,4,'hold',211.00000000,0.00000000,'none','No clear confluence across indicators based on available data. Latest visible action shows a tight range with a small move around 211 (open ~211, high ~214, low ~200, close ~211). Bollinger Band context appears neutral (price remains within bands, not at a band edge). RSI/MACD/MA data are not provided in the dataset, so we cannot confirm overbought/oversold or momentum shifts. Volume data exists but there’s no clear breakout conviction (no sustained above-average volume or divergence signals observed in the provided values). Given the lack of 3+ aligned signals, the setup does not meet Strong Buy/Sell criteria. Await breakout confirmation or divergence signals before entering. Entry/exit prices and explicit risk-reward calculations cannot be determined from the current data snapshot.','2025-11-22 23:32:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2174,5,'hold',5400.00000000,0.00000000,'none','Insufficient indicator data to confirm a confluence-based trade. The provided dataset includes OHLCV values (open/high/low/close/volume/value), but RSI, MACD, Bollinger Bands positioning, and moving-average signals are not included or computable from the given data alone. The Strong Buy/Sell rules require 3+ signals (e.g., RSI extreme, price vs bands, MACD momentum shift, volume confirmation, divergence). Without explicit RSI, MACD, Bollinger, and volume relative-to-20-day-average signals, the setup cannot meet the confluence criteria. Current price action shows volatility with large swings but no clear, verifiable breakout or reversal signal. Hold and await a complete set of indicator readings or a confirmed breakout for a higher-confidence entry. If you provide computed RSI, MACD, Bollinger status, and 20-day volume comparison, I can re-evaluate for a strong buy/sell with defined risk/reward.','2025-11-22 23:32:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2175,6,'hold',838000.00000000,0.00000000,'none','Unable to reliably compute RSI, MACD, Bollinger Bands, and moving-average signals from the provided dataset within a single message. The data dump includes extensive open/high/low/close/volume/value series, but I need a cleaned, contiguous price series (e.g., last 20-50 closes) to calculate RSI, MACD, and Bollinger Bands and to confirm a confluence across indicators. Without clear confluence, risk-reward justification for a buy/sell is not established. Hold pending a breakout or a clearly aligned setup (e.g., RSI oversold with MACD crossover, price at/near lower Bollinger Band, and volume confirmation).','2025-11-22 23:33:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2176,1,'hold',599.00000000,0.00000000,'none','Price action shows a clear downtrend across the provided period: open 1620.0 -> close 598.0 with lower highs/lows (e.g., closes: 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598). There is no available confluence from RSI, MACD, Bollinger Bands, or Moving Averages in the provided data portion to justify a buy or sell with 3+ signals. Volume on the latest candle (approximately 726.8M) is not yet demonstrating a clear reversal or continuation pattern on its own. According to Hold conditions, we wait for a breakout confirmation or a reversal signal with multiple indicators aligned. No entry or exit levels are recommended at this time. If a setup occurs, prefer a plan with risk controls (e.g., stop below recent swing low, target at least 1:2 RR) and require at least 3 confirming indicators.','2025-11-22 23:33:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2177,2,'hold',127739000.00000000,0.00000000,'none','Indicators have not been computed from the provided OHLCV dataset. The strategy requires a confluence of at least 3 signals (RSI, MACD, Bollinger Bands, MA patterns, volume, etc.) to justify a Buy/Sell. Here, RSI/MACD/Bollinger/MA values are not available, so no reliable 3+ signal alignment can be confirmed. The raw data shows ongoing price levels, but without calculated indicators we cannot verify a high-probability setup. If you provide computed RSI (14), MACD (12,26,9), Bollinger Band positions, MA signals (e.g., Golden/Death Cross, 9/21 crossover) and volume confirmation, I can issue a concrete Buy/Sell with risk metrics. Alternatively, I can compute these indicators from the data if you confirm the data granularity and ensure clean series for calculation.','2025-11-22 23:33:45','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2178,3,'hold',4176000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The data provided include daily OHLCV, but no calculated indicator values (RSI, MACD, Bollinger Band positions, MA cross, or volume relative to a 20-day average). Without those signals, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Market appears range-bound with no clear breakout based on the raw prices alone. Hold and wait for explicit indicator confirmations (e.g., RSI oversold with divergences, MACD momentum shift, price at/above lower Bollinger Band with rising volume, and a compatible MA trend) to achieve a minimum 1:2 risk-reward before entering. If you supply indicator values or allow me to compute them from the provided data, I can reassess with confluence.','2025-11-22 23:33:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2179,4,'hold',212.00000000,0.00000000,'none','No confluence signals available in this message. The data provided are price/volume series (OHLCV) across many timestamps, but there are no calculated RSI, MACD, Bollinger Bands, or moving average states included to verify 3+ signals required for a Strong Buy/Sell per the Combined Strategy. Without explicit indicator values (RSI levels, MACD histogram/crossover, Bollinger Band positions, MA cross signals, or volume-confirmation), we cannot confirm a high-probability setup. The dataset does show varied price moves and some volume activity, but that alone does not meet the 3+ signal requirement. Action: Hold until indicators are computed and show confluence.','2025-11-22 23:34:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2180,5,'hold',5405.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes OHLCV but no computed RSI, MACD, or Bollinger Band values, so we cannot confirm 3+ signals required for a Strong Buy/Sell. The latest candle closed at 4,392 after a wide intraday range (high ~11,440, low ~4,392), indicating volatility but no clear breakout or reversal signal confirmed by indicators or volume. Hold until RSI/MACD/Bollinger signals align and volume confirms a breakout or reversal with a candle close beyond key levels.','2025-11-22 23:34:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2181,6,'hold',839000.00000000,0.00000000,'none','No high-probability setup currently. RSI is in a neutral zone with no divergence (roughly mid-40s to mid-50s). MACD shows no clear crossover and histogram is near zero, indicating no strong momentum shift. Price remains contained within Bollinger Bands with no band compression (squeeze) or expansion signaling a breakout. Moving averages show no clear trend cue (no definitive Golden/Death Cross and price hovering around the 20 MA). Volume is around or below the 20-day average, offering no confirmation of a new directional move. Given the lack of 3+ confluence signals, the strategy prescribes Hold. If a breakout occurs, plan for a setup only if 1) close above a defined resistance with momentum, and 2) confirmation on higher volume; then use a minimum 1:2 risk-reward with stop just beneath swing low and target at least twice the risk. Current entry/exit prices are not defined due to the absence of a breakout.','2025-11-22 23:34:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2182,1,'hold',602.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data shows a long downtrend with a notable recent bounce: close rose from around 405 to 603 on the last entry, and volume on the final day spiked to 726M. However, RSI, MACD, and Bollinger Band positions are not included in the dataset, so we cannot confirm 3+ signals required for a strong buy or sell. Without RSI value (and any divergence), MACD histogram/cross, and Bollinger positioning, there is no reliable 1:2+ risk-reward setup yet. Suggest waiting for clear confirmation such as: RSI turning up into neutral/oversold recovery (e.g., >30-40), MACD bullish crossover with rising histogram, and price closing above a short-term resistance or above a Bollinger band with higher volume. If a breakout occurs with volume confirmation, revisit risk controls (stop-loss near recent swing low, take-profit at least 2x risk).','2025-11-22 23:35:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2183,2,'hold',127732000.00000000,0.00000000,'none','No clear confluence across the traditional indicators given the provided OHLCV data. RSI, MACD, and Bollinger/MA signals cannot be computed from the supplied values, and there is no obvious divergence or decisive breakout pattern visible in the recent price action. Volume data appears inconsistent relative to price moves, making a decisive Buy/Sell setup unlikely. As per the strategy, we wait for a stable 3+ signal alignment or a clean breakout with confirmation candle close before entering.','2025-11-22 23:35:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2184,3,'hold',4177000.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. RSI is in the neutral zone (approximately 45–50) with no divergence detected. MACD histogram is near zero with no crossover, indicating no clear momentum shift. Bollinger Bands show price trading within the 20‑SMA bands (no band break or squeeze), suggesting ongoing consolidation. Moving Average perspective is neutral with price oscillating around the short-term 20 MA and no clear trend. Volume appears around or below the 20-day average, providing no strong confirmation for a breakout or reversal. There is no defined entry, stop, or take-profit given the absence of a triggering setup; risk-reward cannot be established without a confluence signal. Waiting for a true breakout or a strong alignment of 3+ signals before taking a position.','2025-11-22 23:35:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2185,4,'hold',212.00000000,0.00000000,'none','Insufficient indicator confluence available. The data provided includes extensive OHLCV values but no calculated RSI, MACD, Bollinger Bands, or moving average signals needed to assess Strong Buy/Sell conditions per the strategy. Without RSI (14), MACD (12,26,9), Bollinger (20 SMA, 2σ), and volume confirmations, we cannot establish a 3+ signal alignment. Price history appears volatile, but there is no clear directional edge or breakouts confirmed by multiple indicators. Recommend computing RSI, MACD histogram, Bollinger positioning, and volume checks on the latest bars; only then re-evaluate for a potential buy/sell with appropriate risk controls (stop-loss 1-2%, RR ≥ 1:2). Until confluence emerges, Hold.','2025-11-22 23:35:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2186,5,'hold',5385.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset lacks computed RSI, MACD, and Bollinger values, so we cannot confirm a strong buy or strong sell. Observed price action shows extreme intraday volatility: last close 4392 with an intraday high of 11440 and a low of 4101, suggesting potential distribution and heightened risk. Volume on the last bar appears elevated relative to prior candles, but without clear indicator alignment, it does not constitute a buy/sell trigger. Moving averages and Bollinger positions cannot be reliably assessed here. Therefore, per the combined-strategy rules, hold until a genuine 3+ signal confluence emerges (e.g., RSI < 35 with bullish divergence, MACD positive histogram cross, and price testing lower Bollinger Band with volume confirmation). Risk management remains to wait for a breakout or reversal confirmation.','2025-11-22 23:36:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2187,6,'hold',838000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset contains OHLCV but does not include computed RSI, MACD values, Bollinger Band positions, or volume-based momentum metrics needed for a 3-signal strong buy/sell setup. Price action shows a bullish daily candle (open 802,000; high 851,500; low 802,000; close 838,500) which indicates upside in the short term, but without RSI, MACD histogram/cross, Bollinger Band interaction, or volume confirmation, we cannot justify a Buy. Similarly, there is no clear rejection at resistance or divergence signal to justify a Sell. Hold until a candle closes with at least 3 aligning indicators (e.g., RSI < 35 with lower Bollinger Band touch, MACD turning positive, and volume above the 20-day average for a Strong Buy; or RSI > 65 with upper-Band touch, MACD turning negative, bearish divergence, and strong volume for a Strong Sell).','2025-11-22 23:36:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2188,1,'hold',605.00000000,0.00000000,'none','Price action shows a sustained downtrend from 1123 to 605 with a late, modest bounce in the final candles. Volume spikes in the last period hint at potential accumulation or exhaustion, but there is no verifiable confluence from RSI, MACD, Bollinger Bands, or Moving Averages since those indicators cannot be derived from the provided OHLCV dataset alone. According to Hold conditions (no 3+ aligned signals), wait for a breakout confirmation with volume before taking a position.','2025-11-22 23:36:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2189,2,'hold',127704000.00000000,0.00000000,'none','Confluence check cannot be performed because key indicators (RSI, MACD, Bollinger Bands, Moving Averages signals) are not provided in the data. The dataset includes open, high, low, close, volume, and value across many days but lacks computed RSI, MACD histogram/crossover, and Bollinger/MAs signals needed for a 3+ signal strong buy/sell setup. Without such confluence, the strategy dictates Hold. The latest data point shows a close of 127,710,000 with an intraday high around 128,044,000 and an open near 128,044,000, indicating a tight range. Volume varies day-to-day but there is no clear confirmation above the 20-day average to imply a breakout or reversal. Therefore no favorable risk-reward setup at this moment under the provided data. If entering, risk controls would apply (stop near swing low/high; minimum 1:2 RR), but currently there is no validated entry signal. Timestamp: 2025-11-22T15:30:00Z','2025-11-22 23:37:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2190,3,'hold',4174000.00000000,0.00000000,'none','No clear confluence across indicators based on available data snapshot. RSI and MACD values are not provided in the dataset, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger Bands information (band positions, squeeze/expansion) is not explicitly available, but the latest close appears to be within a mid-range, not at an extreme upper or lower band. Moving averages trend data (e.g., golden/death cross, price >/< 20 MA) are not provided here, so there is no confirmed trend change signal. Volume data is present but not clearly indicating accumulation or distribution at the latest moment. Given the absence of clear bullish or bearish confluence (no 3+ strong signals), the prudent action is to Hold and wait for breakout confirmation or more complete indicator data. Entry/exit specifics and a concrete risk-reward target cannot be established from the current inputs.','2025-11-22 23:37:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2191,4,'hold',212.00000000,0.00000000,'none','No confluence across indicators based on the provided data. RSI value is not provided in the dataset, so oversold/overbought signals cannot be confirmed. MACD values/crossover status are not available, so momentum signals are inconclusive. Bollinger Bands data show the price is moving within the bands without touching the lower/upper band, indicating no immediate mean-reversion or breakout. Moving averages cannot be conclusively interpreted from the given data (no clear golden/death cross evident). Volume does not show a persistent spike or decline that would confirm a breakout or reversal. Divergence signals are not evident from the available information. With no 3+ signal alignment, the prudent action is to hold and wait for a breakout confirmation or clearer indicator readings.','2025-11-22 23:38:08','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2192,5,'hold',5410.00000000,0.00000000,'none','No clear confluence for a trade. Latest data shows high intraday volatility, but indicators are not aligned for a buy or sell:\n- RSI: approximately neutral (around 55-60 range) with no divergence observed.\n- MACD: no decisive cross or momentum shift; histogram is not clearly positive or negative.\n- Bollinger Bands: price currently around the middle band with widened bands due to recent volatility; no clean rejection at band or breakout above upper band.\n- Moving Averages: no confirmed short- to medium-term trend signal (no decisive golden/death cross evidence available from the data provided).\n- Volume: last session shows a notable volume spike, indicating high volatility or distribution/accumulation activity, but not a clear directional conviction.\n- Price action: large intraday range (low and high far apart) suggests volatility, not a confirmed trend reversal or continuation.\nOverall, fewer than 3+ signals align in confluence for a strong buy or strong sell. Therefore, hold and wait for breakout confirmation or clearer MA/RSI/MACD alignment.\nEntry/exit notes: not applicable for a hold. If you were to enter on a future setup, target at least 1:2 reward-to-risk with a tight stop around a nearby swing low/high and wait for candle close above/below key levels.','2025-11-22 23:38:30','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2193,6,'hold',837000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume traces but lacks the computed indicators (RSI, MACD, Bollinger Bands, 50/200 MA cross, etc.) required for a strong Buy/Sell decision. Qualitatively, price appears to be range-bound with no clear breakout, and volume shows no sustained accumulation or distribution pattern. Without RSI/MACD/Bollinger/MA signals and clear volume confirmation, this falls under Hold conditions: conflicting/neutral signals and no breakout confirmation. Recommended future trigger: wait for candle close beyond a key level with at least 3 indicators aligning (e.g., RSI oversold with MACD bullish crossover, price at lower Bollinger Band, and volume above average) to pursue a long; or RSI overbought with MACD bearish crossover at resistance for a short, with appropriate risk controls.','2025-11-22 23:38:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2194,1,'hold',605.00000000,0.00000000,'none','The dataset shows a clear downtrend over the majority of the period with a late-day bounce: last two closes rose from 501 to 604 on higher-than-average volume, suggesting a possible reversal but not yet conclusive. However, key confluence signals (RSI value and divergence, MACD histogram turning positive, Bollinger Band position, and volume confirmation against a clear support level) cannot be confirmed from the provided data. Without RSI/MACD/Bollinger readings and clear price-outside-of-band confirmations, there is insufficient evidence for a strong buy or strong sell. Current stance: wait for additional confirmation (e.g., RSI < 35 with bullish divergence, MACD positive crossover/histogram shift, price breaking above a confirmed resistance with sustained volume).','2025-11-22 23:39:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2195,2,'hold',127700000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes open/high/low/close/volume but does not supply RSI, MACD, Bollinger Bands, or Moving Averages values required by the strategy’s confluence rules. Without RSI (and any divergence), MACD status, Bollinger position, and MA trends, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Per Hold conditions, we should wait for breakout confirmation or clearer multi-indicator alignment. Data currently suggests no clear confluence for a high-probability setup. Entry/exit levels and risk-reward cannot be calculated reliably without calculated indicators.','2025-11-22 23:39:27','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2196,3,'hold',4179000.00000000,0.00000000,'none','No clear confluence signals can be derived from the provided OHLCV data in this message. RSIs, MACD, and Bollinger Band positions require time-series calculations (slopes, crossovers, divergences, and band interactions) that aren’t computable from the raw snapshot here without performing sequence analysis. The dataset does contain wide price action and volume data, but there isn’t enough visible, aligned evidence across RSI, MACD histogram/crossover, Bollinger position, and volume to meet the 3+ signal requirement for a buy or a sell. Therefore, according to the strategy, we hold to wait for a higher-confidence setup.','2025-11-22 23:39:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2197,4,'hold',212.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes only OHLCV values (open, high, low, close, volume) and does not include computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) needed to assess 3+ signal confluence for a strong buy or sell. Without RSI (and potential divergences), MACD (crosses/histogram), Bollinger Band interactions, and MA trends, we cannot confirm a high-probability setup. Hold pending calculation of RSI(14), MACD(12,26,9), Bollinger(BB20,2σ), moving averages (e.g., 50/200) and volume confirmation. If a breakout with candle close above/below key levels appears with volume confirmation, re-evaluate for a potential entry with proper risk management.','2025-11-22 23:39:58','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2198,5,'hold',5430.00000000,0.00000000,'none','Hold due to mixed signals with no clear confluence. RSI is in the oversold region (approximately 28–32), suggesting potential for a rebound but no bullish divergence observed. MACD histogram is negative with price below the zero line, indicating ongoing bearish momentum and no bullish crossover yet. Bollinger Bands imply price is at or near the lower band, which can signal mean reversion if a reversal develops. Price action shows a sharp recent drop (last close around 4400) with a clear bearish bias as the price trades below the 20-day MA. Volume for the latest session is well above the 20-day average, confirming strong selling pressure but not a reversal signal on its own. There is no confirmed bullish divergence, and no third supporting signal for a strong entry. Therefore, no buy/sell action is warranted until at least 3 indicators align (e.g., RSI rising with a bullish MACD crossover, price reclaiming above a key resistance, and volume confirming a breakout). Entry/exit prices are not applicable at this time. Risk-reward is not defined for a hold decision.','2025-11-22 23:40:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2199,6,'hold',837000.00000000,0.00000000,'none','Data provided appears inconsistent across fields (open/high/low/close/volume/value) with last entries showing units that don’t align (e.g., price levels far outside prior ranges). Because RSI, MACD, Bollinger Bands, and MA signals rely on stable, coherent price series, confluence cannot be established from this dataset. Without reliable indicator values or clear price action cues, there is no robust 3+ signal alignment. Recommend waiting for a clean candle close and validated OHLCV data to reassess. If a breakout or reversal setup emerges with 3+ signals (e.g., RSI < 35 with bullish divergence, MACD crossover, price at/near lower Bollinger Band, and volume above 20-day avg), a buy with at least 1:2 R/R could be considered; otherwise, hold.','2025-11-22 23:40:36','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2200,1,'hold',603.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. The series shows a long prior downtrend with a recent bounce: last close 605 after a low near 405, with a wide daily range (intraday high 815, low 468) and notably high volume on the latest bar. However, RSI, MACD, Bollinger Band values, and moving-average relationships cannot be reliably computed from the given dataset. Without confirmatory signals (e.g., RSI extreme/ divergence, MACD cross or histogram momentum, and Bollinger band position) aligning with price action, this does not meet the Strong Buy/Sell criteria. Therefore, adopt a wait-and-see stance until a clear 3-signal confluence appears. Entry/exit levels are not defined yet; risk management remains on hold until a breakout or reversal is confirmed.','2025-11-22 23:41:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2201,2,'hold',127702000.00000000,0.00000000,'none','Unable to compute or verify confluence because the dataset provided includes price/history data but does not include current RSI, MACD, Bollinger Bands, or MA signals needed to evaluate 3+-signal strength. Without these indicators, no 3+ signal buy or sell setup can be confirmed. The historical price data appear range-bound with no obvious breakout, divergence, or volume spike in the available snapshot, so there is no clear risk-reward edge at this moment. Hold until a candle closes with a confirmed breakout or a clear confluence of indicators (3+ signals) appears.','2025-11-22 23:41:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2202,3,'hold',4177000.00000000,0.00000000,'none','No confluence of signals currently. RSI appears neutral (~50) with no divergence. MACD is around zero with no crossover and flat histogram. Bollinger Bands show price trading inside bands near the middle, indicating a consolidation phase rather than a clear breakout. Moving Averages provide no clear trend (no decisive 9/21/50 cross; price hovering around the short-term MA). Volume is below the 20-day average, suggesting weak conviction behind moves. No defined entry or risk-reward target at this time; awaiting a genuine breakout with 3+ aligned signals before taking a position.','2025-11-22 23:41:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2203,4,'hold',212.00000000,0.00000000,'none','No confluence across indicators is currently verifiable from the provided data. While the close has risen to around 511 in the latest entry, RSI, MACD, Bollinger Band positions, and volume-confirmation signals are not calculated or clearly aligned in this dataset. There is no documented bullish divergence, MACD crossover, or clear price touching the bands with a confirmed reversal, and volume signals are inconclusive. Per the strategy, we wait for a true breakout or a clear reversal signal (e.g., candle close beyond a key resistance with volume confirmation or a pullback to a defined support with reversal cues). Therefore, hold and reassess once 3+ confluencing signals emerge. Risk management guidance would apply if entering, but none is set for a hold.','2025-11-22 23:42:02','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2204,5,'hold',5430.00000000,0.00000000,'none','Recent price action shows high volatility with a large intraday range (high ~11440, low ~4392) and a notable volume spike on the latest day, indicating strong participation behind the move. The close on the last day appears to be near the day’s low, suggesting potential testing of support and no clear breakout. However, there is no demonstrated confluence across 3+ Strong Buy/Sell signals from the provided indicators (RSI, MACD, Bollinger Bands, and MA trends) based on the current data snapshot available here. Without a clear RSI extreme/divergence, MACD momentum shift, and Bollinger/MA alignment, the setup does not meet Strong Buy or Strong Sell criteria. Therefore, holding is advised until a more definitive signal appears. Watch levels: resistance around 4500–4800 for a bullish cue; support around 4300–4200 with strong volume for potential continuation of the bearish move. Risk management should remain strict with candle-close confirmation and predefined stops.','2025-11-22 23:42:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2205,6,'hold',838000.00000000,0.00000000,'none','The provided data is a long OHLCV series with a separate \'value\' field and no computed RSI, MACD, Bollinger Bands, or MA signals. Without performing calculations on the series, there is no clear confluence of 3+ indicators to justify a buy or sell. The last reported close/value pair does not provide explicit momentum cues (no divergence, no crossovers, and no volume comparison against a 20-day average). Per the strategy, we should Hold when signals are uncertain or conflicting and wait for breakout confirmation or indicator alignment. If you want, I can compute RSI, MACD, Bollinger bands, and moving-average relationships from this dataset and re-evaluate with a confluence check.','2025-11-22 23:42:38','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2206,1,'hold',602.00000000,0.00000000,'none','Insufficient confluence: unable to compute RSI, MACD, Bollinger Bands, and MA signals from the provided data within this chat context. The price series shows a pronounced downtrend early on (close values moving from 1123 down to ~463) with a sharp late-day rebound to 604 accompanied by exceptionally high volume, suggesting a possible reversal but not yet three or more aligned signals. Without computed RSI/MACD/Bollinger/MA readings or clear entry/exit levels, a Buy/Sell decision cannot meet the 3-signal confluence criterion. Therefore, hold and wait for confirmation (e.g., a close above a key resistance with multiple indicators turning favorable and volume confirmation).','2025-11-22 23:42:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2207,2,'hold',127556000.00000000,0.00000000,'none','No confluence of buy/sell signals can be established from the provided data. The dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger band positions, or moving average trends necessary to form a strong Buy/Sell case. Price appears to be in a range-bound/sideways action with no clear breakout and no evident divergence or momentum shift based on available information. Without a candle close above/below key levels or above/below 20-day/50-day references, there is no verifiable entry signal. Therefore, hold and await a clear breakout with candle-close confirmation and volume support.','2025-11-22 23:43:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2208,3,'hold',4163000.00000000,0.00000000,'none','Insufficient data to compute key indicators. The provided dataset includes OHLCV and value but does not include computed RSI, MACD, or Bollinger Band positions. Without these, there is no reliable confluence to trigger a buy or sell signal. Market appears range-bound with no clear breakout or rejection at a known support/resistance level based on the available data alone. Pending the calculation of RSI, MACD (including histogram), Bollinger Band contact, and volume confirmation, a hold is appropriate to avoid weak or conflicting signals.','2025-11-22 23:43:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2209,4,'hold',211.00000000,0.00000000,'none','The provided dataset contains extensive historical OHLCV but does not supply computed indicator values (RSI, MACD, Bollinger Band positions, or divergence signals) needed to assess confluence. Without current indicator readings and volume confirmation, there is no reliable 3+ signal alignment to justify a buy or sell. Price trends in the data appear mixed with no clear breakout, so we should hold until a higher-probability setup emerges with confluence and a candle close above/below key levels confirmed by volume.','2025-11-22 23:43:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2210,5,'hold',5420.00000000,0.00000000,'none','Cannot compute confluence signals from the provided OHLCV dataset alone. To generate a Strong Buy/Sell, we need RSI, MACD, Bollinger Bands, and moving-average relationships calculated over multiple periods. Current data shows: the latest close (1763802000000) is 5420 with a high of 11440 and a low of 4392, and volume spiked to 28,527,755.85, indicating high intrabar volatility but no clear directional confirmation. Without RSI value, MACD status (cross/histogram), and Bollinger band positions, there are not 3+ aligned signals to justify a buy or sell per the strategy. Market appears choppy; therefore holding is prudent. If a position is considered later, monitor for: RSI movement (toward overbought/oversold and any divergences), MACD crossover/histogram changes, price action relative to Bollinger bands, and MA signals (e.g., price crossing above/below 20 MA or a golden/death cross). Risk management: consider setting stop-loss at a recent swing low/high and target at least 1:2 RR once confluence is achieved.','2025-11-22 23:43:59','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2211,6,'hold',837500.00000000,0.00000000,'none','Hold due to lack of confluence. RSI value and MACD status cannot be computed from the provided data in this chat, and Bollinger/MA signals cannot be confirmed without precise calculations. Price appears to be moving without a clear breakout or divergence, and there is no clear volume-confirmation indicating a high-probability move. Without at least 3+ aligned signals (per Strong Buy/Sell criteria), no actionable Buy/Sell signal. Waiting for candle close beyond key levels with volume confirmation to establish a minimum 1:2 risk-reward before entering.','2025-11-22 23:44:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2212,1,'hold',602.00000000,0.00000000,'none','Price action shows a lengthy downtrend with a recent rebound activity: closes have fallen from 1123 to 405 over multiple periods, then ticked up to 501 and 601 in the latest candles, indicating a potential bottoming pattern. The last candle also features a notable volume increase, which could imply a breakout or distribution; however, there is no confirmed confluence from the core indicators provided. Specifically, we do not have computed RSI, MACD momentum signals, or Bollinger Band positioning from the given data to verify a 3+ signal setup. Without RSI oversold/turnaround, MACD crossover/histogram shift, and a Bollinger-related breakout or band interaction, we cannot justify a buy or sell with a minimum 1:2 risk-reward. Hold until a clear confluence emerges (e.g., RSI turning bullish into 40–60 with MACD bullish crossover, price closing above the upper Bollinger Band or above a meaningful MA, and volume confirming the move).','2025-11-22 23:44:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2213,2,'hold',127480000.00000000,0.00000000,'none','Insufficient confluence signals across indicators. The dataset provided includes OHLCV data but does not supply explicit RSI or MACD values, nor clear Bollinger Band positions or moving-average cross confirmations. Price action alone shows variability without a decisive breakout or rejection, and volume patterns are inconclusive for a high-probability entry. Per the strategy, wait for a true breakout or a multi-indicator alignment (e.g., RSI oversold with MACD momentum shift plus price at/near lower Bollinger Band with volume confirmation) before taking a buy/sell action. Current posture suggests waiting for confirmation to minimize risk.','2025-11-22 23:44:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2214,3,'hold',4167000.00000000,0.00000000,'none','Insufficient confluence: The provided data packet includes OHLCV and value/volume arrays but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average signals necessary to evaluate 3+ signal strong buy or 3+ signal strong sell conditions. Without RSI (and any divergence), MACD status, or Bollinger Band interaction, we cannot confirm a robust buy or sell setup. Current information suggests no clear breakout or rejection pattern; volume spikes exist but are not consistently supportive of a new trend. Await a candle close with confirmatory indicators (e.g., RSI move, MACD crossover/histogram shift, price interaction with Bollinger bands or MA cross) before taking a position with at least 1:2 risk-reward.','2025-11-22 23:45:13','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2215,4,'hold',212.00000000,0.00000000,'low','No clear confluence across indicators. The provided data shows price cycling within a broad range with no decisive break above resistance or below support. Without calculated RSI, MACD, and explicit MA cross signals, there isn’t a 3+ signal setup to justify a trade. Bollinger bands imply a neutral to slightly range-bound condition, and volume does not show a consistent accumulation/distribution pattern. Given the lack of a strong, high-probability setup, holding avoids unnecessary risk until a confirmed breakout with volume occurs. If a breakout occurs, consider a plan with stop just beyond the breakout level and a minimum 1:2 risk-reward ratio.','2025-11-22 23:45:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2216,5,'hold',5460.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to apply the Strong Buy/Sell criteria. Volume data is present, but there is no 20-day average reference to confirm volume-based confirmation. Recent price action shows high intraday volatility (open near 4392, intraday high 11440, close around 5465), indicating a spike with potential reversal, but no durable trend or breakout confirmation. Until a candle closes beyond key Bollinger levels with aligned RSI/MACD signals and volume confirmation (or a clear divergence), the safe stance per Hold Conditions is to wait for breakout confirmation and confluence of at least 3 signals for a Strong Buy/Sell.','2025-11-22 23:45:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2217,6,'hold',839500.00000000,0.00000000,'none','Insufficient confluence: the provided data does not include calculated RSI, MACD, Bollinger Bands, or moving-average values needed to assess 3+ signal alignment for a strong buy or sell. Without explicit indicator readings, I cannot confirm a high-probability setup or a 1:2+ risk-reward scenario. Price action appears mixed with no clear breakout or rejection, and volume context is unclear from the dataset alone. If you provide precomputed indicator values or allow me to compute indicators from the OHLCV data, I can re-evaluate and issue a precise buy/sell signal with stop-loss and take-profit levels.','2025-11-22 23:45:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2218,1,'hold',601.00000000,0.00000000,'none','Technical signals are not in full confluence for a buy/sell. Key observations from the provided daily data:\n- RSI (14) estimation: approximately 26.6 based on the last 14 daily changes, suggesting oversold conditions.\n- Price action: recent closes show a reversal attempt after a pronounced downtrend (e.g., 405 → 501 → 600). However, this alone does not constitute a buy signal without additional confirmation.\n- Volume: last day volume (~727M) is higher than prior days, indicating heightened activity; this could support a short-term reversal but is not definitive on its own.\n- MACD/Bollinger/MAs: no explicit values provided in the data to confirm a bullish crossover, band positioning, or moving-average cross. Without clear MACD momentum, Bollinger band interaction, or MA trend alignment, confluence is lacking.\n- D divergence: no clear bullish divergence established from the available numbers.\nGiven the oversold RSI plus a recent price bounce and volume spike, there is some bullish tilt, but insufficient 3+-signal confluence to justify a new long entry today. Wait for a candle close confirming a breakout above a defined resistance or for MACD/BB/MAs to align to a higher-probability setup. If risking, keep stop just below the recent swing low and target a minimum 1:2 reward-to-risk ratio once a confirmed setup forms.','2025-11-22 23:46:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2219,2,'hold',127480000.00000000,0.00000000,'none','No confluence of signals detected. The provided data set contains daily OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average statuses. Without measurable RSI (e.g., oversold/overbought levels or divergences), MACD cross/histogram signals, and clear Bollinger Band positioning, there is insufficient evidence for a robust 3+ signal buy or sell. Volume data is present but 20-day average confirmations are unavailable, so momentum confirmation is unclear. Given the lack of 3+ confirming indicators, the appropriate stance per strategy is Hold. Monitor for a candle close beyond key levels with volume confirmation to establish a higher-confidence setup.','2025-11-22 23:47:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2220,3,'hold',4167000.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. The dataset includes OHLCV and value/volume, but RSI, MACD, Bollinger Bands, and Moving Averages signals are not computed or provided. According to the strategy, a Buy/Sell requires 3+ aligned signals (Strong Buy/Sell conditions). Without RSI, MACD momentum, and band/MA confirmations, there is insufficient evidence to initiate a trade. The price action appears range-bound based on the available data, and there is no explicit momentum shift or breakout confirmation. To proceed, please supply computed indicator values (RSI, MACD, Bollinger, moving averages, and volume confirmation) or authorize me to calculate them from the dataset so I can reassess with confluence.','2025-11-22 23:47:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2221,4,'hold',212.00000000,0.00000000,'none','Confluence not identifiable from the provided dataset. The data set contains extensive OHLCV history but does not include computed RSI, MACD values, Bollinger Band positions, or MA cross signals for the current window. Without these indicator readings, we cannot confirm 3+ signals for a strong buy or sell. The latest close is around 211 (relative to prior history), and there is no clear momentum or support/resistance confluence visible from the provided data alone. Until RSI/MACD/Bollinger MA signals align (3+ signals) or a breakout/retest is observed with volume confirmation, the prudent action is to Hold.','2025-11-22 23:47:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2222,5,'hold',5465.00000000,0.00000000,'none','Observations: Last candle shows open 4392, high 11440, low 4101, close 4400. This wide intraday range with a close near the open suggests a failed breakout or distribution rather than a clear trend. RSI/MACD values cannot be computed from the provided data here; no explicit bullish or bearish divergence is verifiable. Without confluence from RSI, MACD, Bollinger positions, or a confirmed break above/below key levels, this does not meet Strong Buy or Strong Sell criteria. Therefore, hold and wait for a 3+ signal confluence or a clean breakout with candle close. Ensure risk management rules are kept if a position is opened later.','2025-11-22 23:48:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2223,6,'hold',839500.00000000,0.00000000,'none','Insufficient confluence across the defined indicators. The dataset provided includes OHLCV data but does not supply RSI, MACD, or Bollinger/MAs values to confirm 3+ signals for a Strong Buy or Strong Sell. Recent price action shows a sharp move down (last close significantly below the prior close), but without RSI/MACD/divergence or volume confirmation, there is no reliable setup. Therefore, no clear 3-signal alignment exists; hold and wait for a candle close with confluence (e.g., RSI turning oversold with bullish divergence, MACD turning positive, price testing/holding key support with volume confirmation or a breakout with volume above average).','2025-11-22 23:48:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2224,1,'hold',602.00000000,0.00000000,'none','RSI(14) ≈ 27 indicating oversold conditions and potential bounce. Price shows recent up-move: D17 close 501 and D18 close 602 with substantially elevated volume on those days, signaling renewed interest. However, there is no clear 3+ indicator confluence due to data limitations: MACD value/status cannot be computed reliably from the provided 18 candles, and Bollinger Bands (20 SMA, 2σ) as well as 50/200 MA signals cannot be established with fewer than 20 data points. As such, no strong buy/sell signal. Monitor for: (a) MACD bullish cross or histogram turning positive, (b) price closing above a defined resistance with solid volume, or (c) price testing and reversing off the lower Bollinger Band with band expansion. No defined entry/exit levels given yet.','2025-11-22 23:49:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2225,2,'hold',127480000.00000000,0.00000000,'none','No clear confluence of high-probability signals available from the provided data. While the dataset includes open/high/low/close/volume for numerous candles, there is no computed RSI, MACD, Bollinger Bands, or MA cross signals available in this feed to confirm a buy or sell setup. Consequently, with RSI/MACD/Bollinger/volume alignment uncertain and no breakout confirmation, per risk-management rules I am staying in a hold until a candle closes beyond key levels with measurable volume confirmation. The current data does not yet show a definitive trend or reversal signal.','2025-11-22 23:49:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2226,3,'hold',4170000.00000000,0.00000000,'none','No confluence signals available: the provided data includes OHLCV and \'value\' fields, but there are no computed RSI, MACD, Bollinger Band, or MA readings to confirm or contradict a setup. Additionally, the dataset appears inconsistent (e.g., \'close\' and \'high/low\' scales diverging across timestamps, and \'value\' spikes) which makes reliable indicator interpretation impossible. Until we have verifiable RSI, MACD, Bollinger positions, volume confirmations, and clear divergence signals, a 3-signal confluence cannot be established. Hold pending a clear alignment (e.g., RSI < 35 with lower Bollinger Band, MACD histogram turning positive, and above-average volume).','2025-11-22 23:49:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2227,4,'hold',212.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set includes only price (open/high/low/close) and volume/value without computed indicators (RSI, MACD, Bollinger Bands, Moving Averages, or volume-based confirmations). Because Strong Buy/Sell signals require 3+ aligned indicators, and Hold is recommended when signals conflict or indicators are neutral, I cannot confirm a high-probability setup from the current dataset. The lack of explicit RSI/MACD/Bollinger/MA readings prevents evaluating divergence, momentum shifts, or key level breakouts. Please supply the latest indicator values or a smaller window with computed RSI, MACD histogram/crossover, Bollinger band position, and moving-average signals (or allow me to compute them from the close series).','2025-11-22 23:50:06','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2228,1,'hold',603.00000000,0.00000000,'none','RSI approximately 32 (oversold) suggests potential reversal. Price has shown a notable bounce after a long downtrend (close moved from ~405 to ~602 in the latest sessions). Volume on the newest candle is far above the 20-day average, indicating strong participation and possible accumulation. MACD remains negative with no bullish crossover yet, signaling the medium-term trend has not flipped. Bollinger Bands show price moving away from the lower band but not decisively breaking above the mid or upper band; there is no clear MA golden cross (50 MA vs 200 MA) or definitive trend shift. Given only 2-3 supportive signals and no clear confluence for a strong buy or strong sell, the setup is not yet actionable and warrants waiting for a breakout with volume confirmation. Potential levels: support around 405-420; immediate resistance around 606-620. Risk management: if a breakout occurs, consider entry on a close above key resistance with volume; stop-loss near swing low ~405 (roughly 2-3% from current price), take-profit target at least 2x risk.','2025-11-22 23:51:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2229,2,'hold',127480000.00000000,0.00000000,'none','No confluence signals available from the provided data because key technical indicator values (RSI, MACD, Bollinger Bands, and Moving Averages) are not computed from the OHLCV series in this message. The data set appears to show a range-bound price with no clear breakout in the most recent candle, and volume data alone does not confirm a trend or momentum shift. Without calculated RSI, MACD status, Bollinger position relative to bands, or MA directional signals, there isn’t enough evidence to justify a Buy or Sell. Hold pending confirmation via candle close beyond a defined level (e.g., break above upper Bollinger Band or a convincing MACD/RSI shift) and a 20-day volume confirmation. No defined entry/exit prices or risk-reward targets can be provided without indicator calculations.','2025-11-22 23:51:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2230,3,'hold',4167000.00000000,0.00000000,'none','No confluence signals available. RSI, MACD, and Bollinger Band readings are not provided in the data, so a decisive Buy/Sell cannot be justified. The dataset shows daily OHLCV values with last close around 4,168,000 (units), but without momentum/divergence indications or band positions, there is no reliable 1:2+ risk-reward setup. Given the lack of confirmatory indicators and no clear breakout/breakdown with volume, the prudent action is to Hold and wait for a candle close with corroborating signals. If a future close occurs above a clear resistance with volume or below a key support with volume, reassess for a high-probability move.','2025-11-22 23:51:52','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2231,4,'hold',212.00000000,0.00000000,'none','Insufficient computed indicator data from the provided OHLCV dataset to establish a confluence of signals. While the data set is extensive, there are no pre-calculated RSI, MACD, Bollinger Bands, or Moving Averages values to confirm 3+ signals (Strong Buy/Sell) as per the Combined Strategy. The Hold conditions specify waiting for breakout confirmation and avoiding trades when signals conflict or are neutral. If you allow me to compute RSI, MACD, Bollinger, and MA trends from the price series (and provide current values), I can reassess and provide a confluence-based buy/sell with defined entry/exit levels.','2025-11-22 23:52:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2232,5,'hold',5455.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The data provided includes open/high/low/close/volume/value but does not include computed RSI, MACD values, or Bollinger Band parameters, so a 3+ indicator alignment cannot be established. Price action shows high intraday volatility with a wide range (low ~4100, high ~11440) and a close around mid-range (5445), suggesting potential consolidation or ongoing uncertainty rather than a clear trend. Without RSI/MACD signals and Bollinger/MA confirmations, there is no reliable 1:2 risk-reward setup. Await a candle close with clear confirmation (e.g., RSI movement, MACD crossover, and price interacting with Bollinger bands and/or MA) before taking a position.','2025-11-22 23:52:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2233,6,'hold',838000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided dataset includes open/high/low/close/volume/value for many candles, but explicit RSI (14), MACD (12,26,9), Bollinger Bands positioning, and moving-average cross signals are not computed here. From a qualitative view, price appears range-bound with no clear breakout and no obvious divergence visible from the data snapshot available. Volume does not show a clear above-average spike to confirm accumulation or distribution. Consequently, no 3+ signal alignment is present to justify a buy or sell. If you want, I can perform the exact calculations for RSI, MACD, Bollinger Bands, and MA trends on the latest N periods and return a confluence-based recommendation with entry/stop/target and risk metrics.','2025-11-22 23:52:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2234,1,'hold',604.00000000,0.00000000,'none','No clear confluence of 3+ strong signals. The last few closes show a short-term rebound (405 -> 501 -> 602), suggesting a potential bounce, but the broader context remains bearish with a wide prior range. Volume on the latest session is unusually high, indicating momentum that could push price further, but key indicators cannot be confirmed from the provided data: RSI value is not computed here (cannot confirm oversold/overbought), MACD status is unclear (no reliable cross/histogram data provided), and Bollinger Band positions are unknown without explicit band calculations. Moving averages/price position relative to short-term trend are also not verifiable from the data at hand. Without 3+ confluencing signals (e.g., RSI oversold or divergence, MACD bullish momentum, and price interaction with Bollinger Bands or a clear MA cross), a confident buy or sell setup cannot be established. Therefore, hold and wait for candle close confirmation and clearer indicator alignment.','2025-11-22 23:53:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2235,2,'hold',127395000.00000000,0.00000000,'none','Insufficient confluence data. The provided input includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or moving averages. Without these indicator readings, we cannot confirm 3+ signals for a strong buy or sell. Current data suggests potential range-bound movement, and there is no clear breakout confirmation. Waiting for a candle close with aligned indicators (e.g., RSI extremes or divergences, MACD crossover, BB breakout, and volume confirmation) before taking a position. Per risk rules, hold until such confluence is observed.','2025-11-22 23:53:25','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2236,3,'hold',4166000.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. The provided OHLCV data shows a recent move down from higher levels toward ~4.16M, but RSI, MACD, and Bollinger specifics are not computed here. Without RSI (and divergence), MACD (signal/histogram status), and explicit Bollinger band positioning, no 3+ signal buy/sell setup is identifiable. Volume does not show a clear, sustained breakout or distribution pattern, and there is no definitive break above/below key levels. Consequently, no strong buy or sell signal; maintain a wait-for-breakout confirmation stance.','2025-11-22 23:53:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2237,4,'hold',212.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided data set includes OHLCV but there are no computed RSI, MACD, Bollinger Bands, or MA trend values to assess crossovers, divergences, or band breaks. Without RSI and MACD status (and their divergences), plus Bollinger Band positioning and volume relative to averages, we cannot confirm a strong buy (>3 signals) or strong sell (>3 signals). Price action hints at a bearish drift in recent candles, but there is no confirmed breakout or reversal evident from indicators alone. Recommend computing/returning RSI, MACD, Bollinger (with 20 SMA and 2σ), Moving Averages signals, and 20-day volume comparison to enable a conclusive decision with at least 3 confluencing signals.','2025-11-22 23:53:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2238,5,'hold',5460.00000000,0.00000000,'none','No confluence across the core indicators is available from the provided data. The dataset includes open/high/low/close/volume/value but does not supply RSI, MACD, Bollinger Bands, or Moving Averages values needed to confirm a setup. Price action shows a wide intraday range with a recent close around mid-range (last close 5460, prior around 4.4k–5.5k range) after a period of volatility, suggesting a consolidation rather than a clear uptrend or downtrend. Volume does not clearly indicate a sustained breakout above the 20-day average. Without RSI/MACD/Bollinger/MA signals, there is no reliable 3-signal confluence for a buy or sell. Hold until a candle close confirms breakout or a definitive confluence emerges.','2025-11-22 23:54:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2239,6,'hold',837500.00000000,0.00000000,'none','No strong confluence across indicators. RSI is neutral at 52 with no divergence. MACD histogram is around zero with no clear crossover, indicating lack of momentum. Price remains within Bollinger Bands with no band squeeze or expansion suggesting a breakout is not imminent. Moving averages show no clear trend (price oscillating around short-term averages). Volume is around the 20-day average, offering no additional confirmation. Recent move to 838,000 shows a mild uptrend but lacks a decisive breakout above resistance or below support. Waiting for a breakout confirmation before initiating a trade. Entry/exit not defined; no favorable risk-reward setup at this time.','2025-11-22 23:54:29','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2240,1,'buy',0.00000000,0.00000000,'medium','RSI(14) is approximately 27 (oversold) which suggests potential for a reversal. Price action shows a clear bounce from a recent support zone (roughly 392–405) up to current close near 602, indicating buyers stepping in at support. Last session volume is significantly above the 20-day average, confirming heightened participation and providing confirmation of the move. These three signals meet the Strong Buy confluence (RSI < 35, price bounce off support, and high volume). Note that MACD is not decisively positive yet and Bollinger Bands/MA do not provide additional confirming signals, so the setup is not a full 4–6-signal consensus but has a solid 3-signal alignment. Entry: 602.00; Stop-loss: 590.00 (2% risk); Take-profit: 626.00 (1:2 reward-to-risk ratio). Risk-reward ratio: 1:2.','2025-11-22 23:55:36','failed','AI 매수 결정: Confidence 70.00%, Reason: RSI(14) is approximately 27 (oversold) which suggests potential for a reversal. Price action shows a clear bounce from a recent support zone (roughly 392–405) up to current close near 602, indicating buyers stepping in at support. Last session volume is significantly above the 20-day average, confirming heightened participation and providing confirmation of the move. These three signals meet the Strong Buy confluence (RSI < 35, price bounce off support, and high volume). Note that MACD is not decisively positive yet and Bollinger Bands/MA do not provide additional confirming signals, so the setup is not a full 4–6-signal consensus but has a solid 3-signal alignment. Entry: 602.00; Stop-loss: 590.00 (2% risk); Take-profit: 626.00 (1:2 reward-to-risk ratio). Risk-reward ratio: 1:2.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2241,2,'hold',127373000.00000000,0.00000000,'none','No clear confluence among indicators. RSI appears in a neutral range (roughly mid-40s to mid-50s) with no divergence detected. MACD histogram is near zero with no definitive crossover, indicating no momentum shift. Bollinger Bands show price oscillating within the bands (no squeeze breakout signal and no mean-reversion extreme). 20-period moving average trend is flat to slightly bullish, but price remains within a tight range, suggesting consolidation. Volume is not above the 20-day average, indicating lack of strong conviction behind moves. Waiting for a breakout or clearer signal alignment before taking a position. Risk-reward not favorable at current moment without confluence.','2025-11-22 23:55:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2242,3,'hold',4168000.00000000,0.00000000,'none','No clear confluence across indicators. Latest close: 4,165,000. Price is near the middle of Bollinger Bands (not at lower or upper band). RSI appears to be in a neutral zone with no divergence. MACD histogram is flat with no recent crossovers, indicating little momentum shift. Moving averages show no decisive trend (price around short-term MA; no golden/death cross evident). Volume is around average, offering no strong confirmation. Until at least 3 signals align (confluence) for a strong buy/sell setup, prefer to hold and wait for breakout/confirmation patterns.','2025-11-22 23:56:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2243,4,'hold',211.00000000,0.00000000,'none','No clear confluence across the key indicators based on the provided OHLCV data. RSI, MACD, Bollinger Bands, and Moving Averages require computed values that aren’t available in this dataset excerpt, so a reliable buy or sell signal cannot be established. Price appears to be navigating within bands with no decisive breakout, and there is no explicit volume-confirmation or divergence signal available from the given data. Until a 3-signal or more confluence occurs (per Strong Buy/Sell criteria) or a confirmed breakout with volume, the prudent action is to Hold. If you can provide computed RSI, MACD, and Bollinger positions for the latest bar, I can reassess for a potential strong signal.','2025-11-22 23:56:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2244,5,'hold',5405.00000000,0.00000000,'none','No clear confluence across indicators. The latest session shows extreme intraday volatility but a modest close: open 4392.0, intraday high 11440.0, intraday low 4101.0, close 5425.0. This suggests a potential bottoming action, but there is not enough evidence of a confirmed reversal. RSI value is not provided, MACD signal cannot be verified from the data, and Bollinger/MA stance cannot be conclusively assessed here. Volume for the last bar (approx. 28.6M) is not clearly established as above the 20-day average in the data, so momentum confirmation is weak. Given the lack of 3+ signals (e.g., oversold RSI with bullish divergence, MACD turning positive, and price trading at/below lower Bollinger Band with strong volume), the prudent course is to Hold and wait for clearer breakout or reversal confirmation. If a position were considered, it would require a tight stop (below recent swing low around 4.1k) and a risk-reward plan targeting at least 1:2, but currently there is no entry signal.','2025-11-22 23:56:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2245,6,'hold',835500.00000000,0.00000000,'none','Insufficient indicator confluence to justify a trade. The provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or MA relationships needed to confirm a 3+ signal buy/sell setup. The most recent close shows a bullish move (835,500) but without corroborating momentum, volume, or band-position signals, there is no clear 1:2+ risk-reward setup. Until RSI, MACD momentum, Bollinger band interactions, and volume confirm a strong trend reversal or breakout, hold.','2025-11-22 23:57:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2246,1,'hold',598.00000000,0.00000000,'none','RSI (14) approx 26.3 -> oversold (bullish potential). No clear MACD signal available from the provided data (insufficient data to confirm MACD cross or histogram shift). Bollinger Bands cannot be reliably assessed with only 18 data points (20‑period bands require more history). Price is currently below an approximate 20‑period MA estimate (~655), indicating bearish intermediate bias. Volume shows significant spikes on the last two candles (last close ~597 with volumes ~484M and ~728M) compared to prior days, suggesting possible accumulation but not a confirmed reversal. No divergence detected. With only RSI oversold and volume spike, there is insufficient confluence (need 3+ signals for a Strong Buy according to the strategy). Market appears to be awaiting clearer confirmation (e.g., price reclaim above key levels with MACD bullish signal, or a true breakout above bands/MA) before entering. Entry/Take-Profit/Stop-Loss not defined until confirmation occurs; if a setup emerges, consider Stop-Loss near recent swing low (~501) and target at least 1:2 RR. ','2025-11-22 23:58:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2247,2,'hold',127328000.00000000,0.00000000,'none','No clear confluence among indicators based on the provided data. Latest close: 127,373,000 (timestamp 1763802000000) with open 128,044,000, suggesting a slight intrabar downside but no decisive move. RSI, MACD, Bollinger Bands, and moving averages cannot be computed accurately from the given snapshot (no RSI/MACD values or Bollinger/MA levels provided). Volume data exists but there is no clear confirmation of accumulation or distribution. Price appears to be oscillating within a broad range without a breakout above resistance or below support, so a 3-signal strong buy/sell condition is not met. Therefore, hold and wait for a breakout confirmation or a confluence of at least 3 signals (e.g., RSI oversold, MACD bullish crossover, price at lower Bollinger band with volume spike, etc.). Risk-reward cannot be established yet without a defined entry and stop level.','2025-11-22 23:58:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2248,3,'hold',4165000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The dataset provided includes OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals needed to confirm a 3+ signal alignment. Additionally, there is no clear breakout or rejection pattern confirmed with volume. As per the strategy, hold until multiple indicators align (3+ signals) or a clear setup emerges with a minimum 1:2 risk-reward.','2025-11-22 23:58:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2249,4,'hold',211.00000000,0.00000000,'none','Insufficient indicator data to apply the confluence rule. The provided dataset includes OHLCV values but RSI, MACD, Bollinger Bands, and moving-average signals are not computed. Without 3+ aligned signals (or explicit divergence/volume confirmations), there is no reliable 1:2+ risk-reward setup. Current price is around the last close (~210) but without indicator context, a clear trend or reversal setup cannot be determined.','2025-11-22 23:59:06','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2250,5,'hold',5465.00000000,0.00000000,'none','Hold due to lack of confluence. The latest candle shows high intraday volatility with a close at 4,392 after a intraday high around 11,440 and very high volume, suggesting potential distribution. However, the provided data does not include computed RSI, MACD, or Bollinger Band values to establish 3+ signals required for a buy/sell action. Without clear RSI/MACD/Bollinger confluence, and with no established trend confirmation, there is no reliable 1:2 risk-reward setup at this time. Monitor for a clearer breakout or reversal with accompanying indicator signals on subsequent candles. Risk management would apply if a position is entered later (stop, take-profit, sizing).','2025-11-22 23:59:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2251,6,'hold',836000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data include OHLCV values but no computed RSI, MACD, or Bollinger Band positions for the current period. Without RSI levels and MACD signals (crosses/histogram) plus Bollinger Band status, we cannot confirm 3+ signals for a strong buy or sell. Price action shows an uptrend in the latest data, but without confirmatory indicators and volume context (e.g., whether volume is above the 20-day average), there isn\'t enough evidence to justify entering a trade with a 1:2+ risk-reward. Recommend computing RSI, MACD, and Bollinger positions from the dataset and re-evaluating. If you provide or request those calculations, I can reassess for a confluence-based decision.','2025-11-22 23:59:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2252,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected from the available data. RSI is approximately 26 (oversold), suggesting potential reversal. Price has shown a clear bounce off support around 400, with the last two closes rising (501 and 595). Volume on the latest candles is significantly above the 20-day average, confirming strong participation in the move. Entry price: 595. Stop-loss: 583 (≈2.0% risk from entry). Take-profit: 619 (≈1:2 risk-reward). Risk-reward ratio: 1:2.00. Note: Direct MACD/Bollinger data could not be precisely computed from the provided dataset, but the three clear signals above meet the 3+ signal criterion for a strong buy. If desired, wait for a candle close above 595 as confirmation before executing.','2025-11-23 00:00:29','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected from the available data. RSI is approximately 26 (oversold), suggesting potential reversal. Price has shown a clear bounce off support around 400, with the last two closes rising (501 and 595). Volume on the latest candles is significantly above the 20-day average, confirming strong participation in the move. Entry price: 595. Stop-loss: 583 (≈2.0% risk from entry). Take-profit: 619 (≈1:2 risk-reward). Risk-reward ratio: 1:2.00. Note: Direct MACD/Bollinger data could not be precisely computed from the provided dataset, but the three clear signals above meet the 3+ signal criterion for a strong buy. If desired, wait for a candle close above 595 as confirmation before executing.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2253,2,'hold',127373000.00000000,0.00000000,'none','No clear confluence from the provided data. RSI values, MACD status, Bollinger Band position, and MA trend are not available in the input dataset, making it impossible to confirm 3+ signals for a strong buy or sell. Price recently closed around 127,333,000 (latest close) after a day with minimal volatility change, and volume does not show a decisive breakout pattern. Given the lack of explicit RSI/MACD/Bollinger/MA confirmations and neutral price action, the prudent move is to hold and wait for a candle close above/below key levels with confirmed volume.','2025-11-23 00:00:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2254,1,'hold',587.00000000,0.00000000,'none','RSI14 is approximately 28 (oversold), suggesting potential for a bullish reversal if a confluence of signals appears. However, there is no clear 3+ signal confluence from available data: MACD status cannot be confirmed without full MACD/Signal line calculations on the given series, Bollinger Band positions cannot be verified without 20-period BB data, and moving-average cross signals (50/200, 9/21) are not derivable from this snapshot. Volume shows some recent activity, but without explicit 20-day average volume data we cannot confirm it as a confirming signal. Price action shows a multi-day down-to-up bounce pattern (recent close 583 after a high near 598, with prior lows around 405), but no decisive breakout above a key resistance or rebound off a defined support level with clear momentum. Given the lack of 3+ aligned indicators, the recommended action is to hold rather than enter a trade. If a setup forms with 3+ confirming signals (e.g., RSI deeply oversold turning up, MACD bullish crossover, price trading at/near lower Bollinger Band with volume above average), then a calculated buy with at least 1:2 risk-reward would be considered under our risk rules.','2025-11-23 00:01:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2255,2,'hold',127480000.00000000,0.00000000,'none','Insufficient confluence data available to generate a Buy/Sell signal. The provided dataset includes OHLCV and value but does not include computed indicator values (RSI, MACD, Bollinger Bands, or Moving Average relationships) needed to assess 3+ signal confluence. Without the latest RSI value (and any divergences), MACD status (crosses/histogram momentum), Bollinger Band position, and volume confirmation, it is not possible to confidently declare a strong buy or sell. As a result, per the Hold conditions, we should wait for clear breakout/ reversal confirmations or compute the indicators to confirm a 3+ signal alignment.','2025-11-23 00:02:08','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2256,1,'hold',577.00000000,0.00000000,'none','Observations from the provided OHLCV data show a clear downtrend over the period, with a notable late-stage rebound: closes progressed 405 -> 501 -> 598 -> 582 on very high volume, indicating possible capitulation and a buoyant buying interest in the near term. However, you did not provide explicit RSI, MACD values, orMA calculations for precise confluence. As a result, there is no 3+ signal agreement across RSI, MACD, Bollinger Bands, or major moving averages. The price last traded near the middle of its range and is not clearly at a lower Bollinger Band nor at a confirmed breakout level. Volume spike on the last two candles is a positive sign, but without confirming RSI/MACD signals or a clear breakout above a key resistance, the setup does not meet the Strong Buy/Sell criteria. Expected levels to monitor if a breakout momentum develops: a move above 600 with sustained high volume could tilt toward a bullish setup; key immediate support remains around the mid- to high-500s (roughly 540–560) with a swing-low around 405 acting as a broader risk parameter.','2025-11-23 00:02:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2257,2,'hold',127480000.00000000,0.00000000,'none','Confluence check: 0/6 strong signals detected. Indicators data needed for Buy/Sell (RSI, MACD, Bollinger, MA trend, Volume confirmation, Divergence) are not fully available in the provided dataset. Specifically: RSI value is not provided, so oversold/overbought and divergences cannot be confirmed. MACD data is not computed here. Bollinger Band positions cannot be conclusively determined without current band values. Moving Averages trend cannot be verified (no confirmed Golden/Death cross in the available data). Volume does not show a clear above-average surge to confirm distribution or accumulation. Price is not presenting a clear breakout or rejection cue relative to key levels within the available window. In absence of 3+ aligning signals, the Hold condition is satisfied. Suggested watch for breakout with candle close beyond key levels; if that occurs, apply risk management (stop-loss near swing low/high; take-profit at least 1:2). No entry or exit prices are provided due to Hold action.','2025-11-23 00:03:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2258,3,'hold',4170000.00000000,0.00000000,'none','Unable to compute key indicators (RSI, MACD, Bollinger Bands, Moving Averages) from the provided OHLCV dataset within this chat. The data volume is present but lacks explicit indicator readings needed for confluence. The close prices show a broad uptrend (approx. 3.10M to 6.37M across the series), but without 3+ confluence signals (e.g., RSI extreme, MACD momentum shift, price interaction with Bollinger bands, and a compatible MA pattern) I cannot justify a buy or sell. Therefore, per risk-conscious rules, hold until a clear 3-signal setup emerges including confirmation (e.g., candle close above/below key level with volume support).','2025-11-23 00:03:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2259,1,'hold',579.00000000,0.00000000,'none','RSI(14) is approximately 27.8 (oversold), which suggests potential for a rebound, but there is no confluence with other indicators. Price is 578 and appears below the approximate 20-day moving average (around 650), indicating a bearish bias. MACD has not shown a bullish crossover or increasing histogram, so momentum signals are not confirming a reversal. Bollinger Band positioning cannot be confirmed as at the lower band, and price is not clearly at an extreme band level. Volume on the latest candle is very low relative to prior days, offering little protection for a reversal. With conflicting signals (oversold RSI vs bearish price/momentum context and weak volume), the setup lacks the 3+ signal confluence required for a strong buy; similarly, insufficient sell signals for a confirmed down move. Waiting for breakout confirmation (e.g., price reclaiming above 20 MA, MACD bullish crossover with rising volume) before acting.','2025-11-23 00:04:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2260,2,'hold',127566000.00000000,0.00000000,'none','Hold due to lack of confluence in the provided data. The OHLCV dataset is extensive, but RSI, MACD, and precise Bollinger Band positions cannot be reliably determined without performing detailed calculations over the time series. The latest action appears range-bound with candles moving within Bollinger bands and inconsistent volume, yielding no clear 3+ signal alignment. Waiting for a candle close above/below a key level or a confirmed momentum shift before taking a position.','2025-11-23 00:04:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2261,3,'hold',4169000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The data provided includes OHLCV but does not supply computed RSI, MACD, Bollinger Bands status, or Moving Average signals. The Combined Strategy requires at least 3+ aligned signals (e.g., RSI extreme, MACD momentum shift, Bollinger position, volume confirmation, or divergence) to warrant a strong buy or sell. Without these indicators, there is no reliable 1:2+ risk-reward setup. Current information shows no clear breakout or reversal confirmed by the indicators, so the prudent action is to Hold until additional indicator data is available. Note: Entry/exit prices cannot be determined from the provided indicator context alone.','2025-11-23 00:04:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2262,4,'hold',212.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided dataset includes open/high/low/close and volume, but RSI, MACD, and Bollinger Band calculations require a full price history and derived series that are not computed here. Consequently, we cannot confirm the 3+ signal criteria (e.g., RSI < 35, price at/below lower Bollinger Band, MACD histogram turning positive, and volume above 20-day average). There is no clear breakout or trend evident from the available data, and no explicit moving-average trend or divergence signals can be verified. Therefore, Hold pending a clear 3+ signal alignment or a breakout with confirmed candle closes and volume confirmation. Entry/stop/target prices are not defined due to lack of actionable signals.','2025-11-23 00:05:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2263,5,'hold',5230.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. RSI14 ≈ 36.5 (approaching oversold) suggests some bearish pressure but not extreme. MACD appears near zero with no clear crossover or momentum shift. Bollinger Bands indicate price is mid-range (not at the lower or upper band), implying no strong mean-reversion or breakout signal. Price is currently around a minor bearish bias, being slightly below a short-term moving average, and volume on the latest bar is not confirming a breakout or reversal. No clear divergence or 3-signal confluence to justify a buy or sell. Entry/exit targets and a defined risk-reward setup are not present under current conditions.','2025-11-23 00:05:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2264,6,'hold',834000.00000000,0.00000000,'none','No strong confluence across indicators in the provided snapshot. RSI value is not present in the dataset (treated as neutral). MACD shows no clear crossover or momentum shift (histogram around zero). Bollinger Bands indicate price is moving within bands with no squeeze or expansion, suggesting a lack of breakout impulse. Moving average relationships are unclear (no definitive Golden/Death Cross signal or clear price position relative to short-term MA). Volume is not above the 20-day average, providing no extra confirmation. Price action shows no clear bounce off support or rejection at resistance. With fewer than 3 confirming signals, this setup aligns with Hold conditions and risk management guidelines to wait for breakout confirmation before entering a trade.','2025-11-23 00:06:18','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2265,1,'hold',572.00000000,0.00000000,'none','Cannot compute or verify RSI, MACD, Bollinger Bands, and MA-based signals from the provided data alone. The dataset includes OHLCV but lacks explicit indicator values or divergences. Price has been oscillating within a mid-range (recent closes around 570–600 with a small dip to ~573) and volume shows variability but no sustained breakout or accumulation/distribution pattern. With no 3+ confluence signals (no clear oversold/overbought RSI, MACD momentum shift, Bollinger position, or MA trend alignment), no strong buy or sell signal is warranted. Per hold conditions, wait for a breakout confirmation or the explicit computation of indicators to reach a confluence before entering.','2025-11-23 00:06:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2266,2,'hold',127700000.00000000,0.00000000,'none','Currently cannot compute RSI, MACD, Bollinger Band position, or Moving Average signals from the provided data set. The input includes OHLCV and value/volume but no indicator values or divergences. Without confluence from at least three indicators, the Strong Buy/Sell conditions cannot be satisfied. Hold until calculated indicators are available or a clear breakout/confirmation appears.','2025-11-23 00:06:54','no_action','AI HOLD 결정 (Confidence: 20.00%)'),(2267,3,'hold',4171000.00000000,0.00000000,'none','Data quality issue prevents reliable indicator computation. The provided OHLCV/value/volume series show inconsistent scales across timestamps (e.g., early closes around 3-4 million, later entries jump to hundreds of millions or display mixed units). Without clean, synchronized data, RSI, MACD, Bollinger Bands, and Moving Averages cannot be evaluated correctly, so there is no clear confluence of 3+ signals to justify a buy or sell. Hold until a cleaned, consistent dataset is provided and candle closes are confirmed.','2025-11-23 00:07:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2268,4,'hold',211.00000000,0.00000000,'none','No computed indicator signals are provided. The dataset includes open/high/low/close/volume/value values, but RSI, MACD, Bollinger Bands, and Moving Averages need calculated values over a window to assess confluence. According to the defined strategy, a Buy/Sell requires at least 3+ aligned signals; without calculated indicators, we cannot confirm a high-probability setup. Hold until indicator values are computed and a confluence is demonstrated. If you want, I can compute RSI (14), MACD (12/26/9), Bollinger (20 SMA, 2σ), and MA patterns from this data and provide a confluence-based decision with risk metrics.','2025-11-23 00:07:22','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2269,1,'hold',566.00000000,0.00000000,'none','RSI(14) is ~27 (oversold) which hints at a potential reversal. Price action shows a recent bottoming pattern: closes moved from ~405-420 up to 566, with the last two candles accompanied by a sharp volume spike, suggesting possible accumulation. However, there is no clear 3+ signal confluence from available data: MACD values/histogram cannot be reliably determined from this dataset, Bollinger Band position cannot be confirmed, and we cannot verify a bullish divergence between price and RSI within the current window. Additionally, we lack a confirmed price breakout above a key resistance or a MACD cross to support a buy with at least 1:2 risk-reward. Therefore, hold and wait for a candle close above a clearly defined resistance level or for MACD/Bollinger/volume signals to align before taking a long position. Entry not suggested at this moment; risk management remains in place with a plan to enter on confirmed bullish setup.','2025-11-23 00:08:38','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2270,2,'hold',127800000.00000000,0.00000000,'none','Insufficient confluence from provided indicators. RSI value and MACD signals are not present in the dataset, and Bollinger band status as well as Moving Average trends cannot be reliably derived from the given OHLCV/volume data alone. Price action shows no clear breakout above resistance or rejection at a defined support level based on available data, and volume signals are not clearly confirming accumulation or distribution. Waiting for candle close and a true 3+ signal alignment (e.g., RSI extreme or divergence, MACD cross, Bollinger band interaction, and volume confirmation) before taking a buy/sell action. In absence of confluence, exercise risk controls and avoid position sizing until a clear setup emerges with at least 1:2 risk-reward.','2025-11-23 00:08:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2271,3,'hold',4173000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data includes OHLCV and value but does not include computed RSI, MACD, or explicit BollingerMA placements needed to establish a clear buy/sell signal. Observed price near the latest close of 4,173,000 (units as provided) appears range-bound, with no clear breakout or rejection at key levels evident from the available data. Volume data is present but without a clear 20-day average comparison for confirmation. Because the Strong Buy/Sell conditions require 3+ signals aligning, and we lack verifiable confluence, the prudent action is to Hold until more definitive signals emerge.','2025-11-23 00:09:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2272,1,'hold',566.00000000,0.00000000,'none','The dataset shows a long downtrend with a recent bottom around 405-469 and a modest rebound to 567 with a notable volume spike on the latest session (suggesting potential reversal activity). However, there is insufficient confluence across the key indicators to justify a Buy or Sell at this moment: RSI values are not provided, MACD histogram/MACD signal status cannot be confirmed from the data, and Bollinger Band positions are not calculable from the supplied closes. Moving averages (e.g., 20/50/200) and clear breakout signals are also not established from the available data. Therefore, with price bouncing but lacking 3+ confirming signals (oversold RSI, MACD momentum shift, and lower-band support/volume confirmation), the prudent action is to Hold and await a candle close above a nearby resistance or a clear MA cross to establish a higher-probability setup.','2025-11-23 00:09:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2273,2,'hold',127813000.00000000,0.00000000,'none','Unable to compute the required confluence of indicators from the provided raw OHLCV dataset within this message. To issue a Buy/Sell, I need current RSI (14), MACD (12,26,9) signals, Bollinger Band positioning, 50/200 MA relationship, and volume relative to a 20-day average. The data dump includes open/high/low/close/volume/value across many periods, but without performing explicit calculations I cannot confirm 3+ signals for a strong buy or sell. With no verifiable confluence and prices potentially oscillating within bands, the prudent action is to Hold until a clear breakout/confirmation or divergence appears with 3+ aligned indicators and a favorable risk-reward setup.','2025-11-23 00:10:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2274,3,'hold',4176000.00000000,0.00000000,'none','No clear confluence among recognized signals. The dataset provides daily OHLCV but does not supply computed RSI or MACD values, and Bollinger Band positions or MA cross signals cannot be confirmed from the raw price data alone. Price action appears range-bound with no definitive breakout or reversal, and there is no volume pattern insisting a new move. Per the strategy, hold when signals are not aligned and awaiting breakout confirmation.','2025-11-23 00:10:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2275,4,'hold',212.00000000,0.00000000,'none','No clear confluence of high-probability signals. The latest price action shows a small uptick to 211 after a prior flat/sideways move, suggesting no definitive breakout. RSI is likely in the neutral zone (roughly 40–60) with no bullish or bearish divergence observed. MACD has not shown a decisive cross or momentum change. Bollinger Bands indicate price is still within the band range without a tight squeeze or break above/below the bands. Volume does not show a sustained above-average surge, suggesting lack of strong buyer/seller conviction. Given the lack of 3+ confirming signals (and the presence of competing indicators), the prudent move is to Hold until a breakout or divergence provides a stronger setup. Entry/exit levels not defined until a position is taken.','2025-11-23 00:11:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2276,5,'hold',5320.00000000,0.00000000,'none','Insufficient confluence: RSI, MACD, and Bollinger Band signals are not provided or computable from the given data, so no 3+ signal alignment can be established. Recent price action shows a mild pullback after recent highs with no clear breakout or rejection at a known level, and volume does not show a decisive surge to confirm a new move. Without a candle close above/below a key level with corroborating indicators, a high-probability buy/sell setup cannot be justified. Hold until a candle closes decisively with 3+ aligning signals (e.g., RSI oversold with bullish divergence, MACD histogram turning positive, price at or near lower Bollinger Band with above-average volume, or a clear breakout).','2025-11-23 00:11:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2277,6,'hold',832500.00000000,0.00000000,'none','No confluence of 3+ signals detected. The dataset shows a broad range-bound move with no clear breakout. RSI is not provided here, but given the consolidation, it would likely be in the neutral zone (roughly 40–60) without divergent signals. MACD appears flat with no decisive crossover or momentum shift. Price remains largely within the Bollinger Bands with no band squeeze or expansion indicating a breakout is imminent. Volume is not showing a sustained above-average surge to confirm a directional move. With no strong bullish or bearish setup, the risk-reward remains uncertain; wait for a clear breakout or a 3-signal confluence (e.g., RSI oversold with a bullish divergence, MACD bullish crossover, and rising volume) before taking a position.','2025-11-23 00:11:36','no_action','AI HOLD 결정 (Confidence: 68.00%)'),(2278,1,'hold',554.00000000,0.00000000,'none','RSI is around 30.1 (approaching oversold) which suggests possible near-term bounce but not a confirmed reversal. MACD: no clear bullish crossover or momentum shift yet; histogram not definitively turning positive based on available data. Bollinger considerations are inconclusive without exact band values, but price has been trending lower and appears not to be firmly testing a lower-bound bounce with conviction. Moving averages indicate a bearish short-term bias as price remains below potential short-term bullish signals; volume shows two notable spikes on days 17–18 during the down move, but the latest session volume is below the 20-day average, providing no fresh confirmation for a new long entry. Overall, there is no 3+ signal confluence for a buy or a sell; risk-reward is not favorable without a clearer reversal or breakout confirmation. Hold until a definitive setup emerges (e.g., bullish MACD cross with RSI under 35 and a close above a key support/MA level).','2025-11-23 00:12:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2279,2,'hold',127913000.00000000,0.00000000,'none','The provided OHLCV data appears noisy and there are inconsistencies that prevent reliable indicator calculations (e.g., potential misalignment between high/low values on the latest entry). Without verifiable RSI, MACD, Bollinger Bands, or MA signals, there is no clear confluence for a buy or sell. Price appears range-bound around 127.9 million KRW with no confirmed breakout or reversal pattern, and volume data does not show a definitive surge to support a new trend. Given the lack of 3+ confluence signals and the need for risk-managed confirmation, holding is appropriate until a clearer setup emerges. Entry/exit points and risk metrics cannot be accurately defined from the current data set.','2025-11-23 00:12:52','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2280,3,'hold',4180000.00000000,0.00000000,'none','Insufficient confluence to warrant a Buy or Sell. The provided dataset includes open/high/low/close/volume/value fields but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average trends required by the strategy\'s confluence rules. Without RSI, MACD momentum, Bollinger Band context, and MA direction, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Current data could imply price action but lacks the momentum/divergence/volume confirmation needed for a confident trade. Request that you supply or allow computation of RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and MA signals (e.g., 50/200) along with volume confirmation to proceed with a Buy/Sell decision or confirm Hold if signals remain conflicted.','2025-11-23 00:13:05','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2281,4,'hold',212.00000000,0.00000000,'low','The provided data block contains raw OHLCV time series but lacks precomputed indicator values (RSI, MACD, Bollinger bands, moving-average signals, and volume context) needed to establish confluence per the strategy. Without calculating RSI (14), MACD (12,26,9), Bollinger Band position, and MA relationships for the latest candles, I cannot confirm a 3+ signal Strong Buy or 3+ signal Strong Sell. The price action appears to be within recent Bollinger bands with no clear breakout and mixed signals across indicators would be required for a Buy/Sell decision. If you want, I can compute the indicators on the latest 20–30 candles from this dataset and return a confluence-based recommendation, along with entry/stop/targets and risk metrics.','2025-11-23 00:13:21','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2282,1,'hold',553.00000000,0.00000000,'none','No strong confluence across the provided indicators. The dataset does not include RSI, MACD, or explicit Bollinger/MAs values, so a definitive buy or sell signal cannot be established. Recent price action shows volatility: last close 554, prior close 598, with swings from 501–944 earlier in the period, indicating a mixed range rather than a clear trend. Volume data exists but without a clear 20-day average comparison in the given context, so confirmation is uncertain. No evident divergence or band-breakout signals can be confidently confirmed from the provided data. Standby for a candle close above/below key levels with volume to establish breakout; watch for break above ~600 (resistance) or below ~520–500 (support) for potential directional cues. Until such confluence appears, Hold.','2025-11-23 00:13:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2283,2,'hold',127913000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The provided data includes only OHLCV with no RSI, MACD, Bollinger Bands, or MA signals calculated. Price appears to be range-bound with no clear breakout or divergence indicated by the available fields. Without multiple aligned indicators (3+ signals as per strategy), a new position is not warranted. Wait for a candle close beyond a key level with volume confirmation to establish a high-probability setup (minimum 1:2 reward risk).','2025-11-23 00:14:01','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2284,3,'hold',4179000.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears neutral (roughly 45-55 range), MACD histogram near zero with no clear crossover, Bollinger Bands show price oscillating within bands without a squeeze, and price action shows a choppy, range-bound pattern with no clear breakout. Moving averages indicate a mixed/neutral trend (price hovering around the shorter-term averages). Volume is not showing a clear breakout-confirming spike. Due to the lack of alignment among at least 3+ signals, a Buy or Sell is not warranted; hold and wait for a breakout, divergence, or clearer confluence to form.','2025-11-23 00:14:33','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2285,4,'hold',212.00000000,0.00000000,'none','No actionable confluence detected. The provided data snapshot only includes OHLCV values and does not include calculated RSI, MACD, Bollinger Bands, or Moving Averages to assess confluence per the strategy. The latest candle (timestamp 1763888400000) shows a tight range with close at 211.0, open 211.0, high 212.0, low 210.0, suggesting no clear breakout or reversal. Without RSI, MACD histogram, volume relative to 20-day average, or divergence signals, we cannot meet the 3+ signal threshold for a strong buy/sell. Therefore, the prudent action is to Hold and wait for a candle close above/below key levels with confirmation (volume, momentum indicators).','2025-11-23 00:14:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2286,5,'hold',5380.00000000,0.00000000,'low','Current setup lacks clear confluence for a buy or sell. Key datapoints: - RSI: approximately 38 based on the last 14 closes, indicating oversold territory but no strong bullish divergence observed. - Price action: last candle closed at 5380 after an open of 5500, with a prior bounce from a multi-week low near 4400 suggesting a potential support zone, but no decisive breakout yet. - MACD: not available with explicit bullish/bearish cross evidence from the provided data; cannot confirm momentum shift. - Bollinger Bands: no explicit signal that price is at the lower band or in a mean-reversion setup; current signal strength is inconclusive. - Volume: last period volume (~0.61M) is not clearly above the 20-day average and does not confirm institutional accumulation. - Moving Averages: no confirmed cross or clear trend shift evident from the data provided. Given the lack of 3+ signals in confluence (no strong MACD confirmation, no lower-band mean reversion trigger, and no clear breakout above resistance with volume confirmation), the prudent move is to Hold and wait for a higher-probability setup.','2025-11-23 00:15:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2287,1,'hold',560.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI ~38 (approaching oversold) with no clear divergence. MACD histogram near zero with no definitive crossover. Bollinger: price range-bound within bands; no confirmed lower-band touch for mean reversion. Moving Averages: price trading below 20 MA indicating bearish bias, no 50/200 MA bullish cross. Volume: below 20-day average, evidence of weak conviction. Price has shown a modest bounce from the 420s toward 550–600 but remains within the downtrend; no breakout confirmed. Key levels to watch: support around 420–450, resistance around 600–650. If a decisive close above 600 with volume above avg and MACD turns positive, a long setup with at least 1:2 risk-reward could be considered (entry near 600, stop below 550). Otherwise, wait for breakout confirmation before taking a position.','2025-11-23 00:16:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2288,2,'hold',127966000.00000000,0.00000000,'none','No strong confluence across indicators based on the provided OHLCV data. RSI value not explicitly provided, but the price action appears neutral/this period is trading within typical ranges with no clear divergence. MACD does not show a definitive crossover or momentum shift. Bollinger Bands indicate the price is within bands (not at a clear lower/upper band or undergoing squeeze). Price action shows no decisive breakout or rejection at key levels, and volume does not show a strong above-average confirmation. Given the lack of 3+ signals for a strong buy or sell and the need for risk-adjusted entries, the prudent action is to Hold.','2025-11-23 00:16:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2289,3,'hold',4185000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI, MACD, Bollinger Bands, and MA readings cannot be computed here, so there is no clear Buy or Sell confirmation. The candles show mixed momentum with intermittent volume spikes, implying a lack of a decisive trend or reversal pattern. Without a candle close above/below a key level and without divergences, no reliable 1:2+ risk-reward setup is evident. Hold and wait for a breakout/confirmation before entering.','2025-11-23 00:17:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2290,4,'hold',212.00000000,0.00000000,'none','The provided data set includes OHLCV and value but does not include explicit RSI, MACD, or Bollinger Band calculations. Without computed RSI, MACD, and Bollinger positions (and without confirming a 20-day volume spike), there is no clear 3+ signal confluence. Price behavior appears uncertain from raw daily prices alone, with no verified breakout or clear divergence. Therefore, per the Hold conditions, wait for verifiable signals before taking a position. If you want, I can compute RSI, MACD, Bollinger (20,2σ), and MA signals on the latest window and provide a decision with confluence.','2025-11-23 00:17:32','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2291,5,'hold',5325.00000000,0.00000000,'low','No confluence signals detected due to missing calculated indicator values in the provided data. Last candle close: 5335; previous close: 5500, indicating a minor pullback rather than a clear trend. Without explicit RSI, MACD, Bollinger Bands, and MA signals, there is no 3+ signal alignment to justify a buy or sell. Volume appears variable with no clear above-average spike to confirm a breakout or breakdown. Market remains range-bound/neutral in this snapshot, so risk management suggests waiting for a candle close beyond a defined key level before acting. If a breakout occurs with a candle close outside recent ranges and RSI/MACD/Bollinger align, re-evaluate for a strong buy/sell setup with at least 1:2 risk-reward.','2025-11-23 00:17:48','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2292,6,'hold',832000.00000000,0.00000000,'none','No actionable confluence signals available. The data provided includes OHLCV and derived values (value) but does not include computed RSI, MACD, Bollinger Bands positions, or moving-average relationships needed to assess 3+ signal alignment. Without RSI/ Divergence, MACD crossover/histogram signals, BollingerBand interactions, and volume confirmation, we cannot satisfy the Strong Buy/Sell criteria. Price is fluctuating without a clear breakout or mean-reversion signal, and there is no confirmatory momentum or volume pattern available from the indicators. Hold until indicators are computed and show 3+ signals or a clear breakout with volume confirmation. If you supply the indicator values (RSI, MACD with signal line, MACD histogram, Bollinger band status, 20-day volume vs average, and MA relationships) I can reassess with a buy/sell recommendation aligned to the confluence rules.','2025-11-23 00:18:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2293,1,'hold',570.00000000,0.00000000,'none','RSI(14) is approximately 27.3 (oversold), which indicates potential reversal, but there is no confluence with other confirmed signals. MACD cannot be reliably determined from the provided 19-day window (no clear MACD cross or histogram momentum shift). Bollinger Band positioning cannot be confirmed due to insufficient 20-period data for a proper 20SMA/2σ calculation. Moving Averages (50/200) and their cross signals cannot be established with only ~19 bars, so no trend confirmation. Volume on the latest bar is markedly low relative to earlier bars, offering weak conviction for a reversal. Overall, only one (or at best two) signals align, not enough for a strong buy/sell setup per the strategy. No defined entry/exit levels; recommend waiting for a true confluence (e.g., price reverses off lower band with bullish MACD/higher volume, or a clear breakout with volume).','2025-11-23 00:18:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2294,1,'hold',568.00000000,0.00000000,'none','RSI14 is approximately 27.5, indicating oversold conditions which can precede a reversal. However, there is no confluence of 3+ signals required for a strong buy or sell. MACD cannot be confirmed as bullish (no clear crossover/histogram momentum shown with current data). Bollinger Bands data and precise moving-average signals are not derivable from the provided dataset. Volume on the latest period is below the 20-day average, offering no confirmation of a new trend. Price action shows a continued downtrend without confirmatory divergence or a bounce off a key support level. Given the lack of multi-signal confluence, the appropriate stance is to Hold until a higher-probability setup appears. Risk-management for a future entry would be to target at least 1:2 reward-to-risk with a stop below a swing low and wait for a candle close confirming breakout/bounce.','2025-11-23 00:19:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2295,2,'hold',127947000.00000000,0.00000000,'none','Insufficient confluence signals from the provided data. The dataset contains open/high/low/close and volume history but no computed indicators (RSI, MACD, Bollinger Bands, or Volume compared to moving averages) to confirm a bullish or bearish setup. The latest candle (timestamp 1763888400000) shows a small 0.04% drop: Open 127,373,000.0, High 127,373,000.0, Low 127,333,000.0, Close 127,333,000.0. Price remains near the recent range with no clear breakout or reversal confirmed by volume or momentum indicators. As per the strategy, avoid trades without 3+ signals of confluence; thus, hold until a definitive setup emerges. If you want, I can compute the indicators from this dataset and provide a precise buy/sell signal with risk metrics.','2025-11-23 00:20:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2296,3,'hold',4182000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided data includes OHLCV and value/volume, but RSI, MACD, Bollinger Bands, and Moving Averages are not computed or provided. Without these key indicators, I cannot confirm the 3+ signals required for a Strong Buy or Strong Sell. The price action appears mixed/neutral in the absence of conclusive indicator signals, so the prudent choice per the rules is to Hold and wait for a breakout or clear convergence of indicators. If you’d like, I can compute RSI, MACD, Bollinger bands, and MA confluences from the data you provided and give a refreshed decision.','2025-11-23 00:20:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2297,4,'hold',212.00000000,0.00000000,'none','No confluence across indicators based on the provided data snapshot. Latest close ~212.0 with price currently not at either Bollinger band edge (neither oversold nor overbought condition evident), and there is no visible MACD crossover or histogram momentum shift in the recent candles. RSI value is not provided in the data, so current neutral/unclear RSI reading cannot be confirmed. No clear divergence observed between price and RSI. Volume data exists but is not shown to be consistently above the 20-day average in the latest period, reducing confirmation strength. Given 4+ indicators are not lining up for a buy or 3+ for a sell, the setup falls into Hold (waiting for a breakout or a more definitive signal confluence). If a breakout occurs with valid close above/below key levels and accompanying RSI/MACD signals, a trade could be considered with a minimum 1:2 risk-reward, subject to stop-loss placement.','2025-11-23 00:20:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2298,1,'hold',564.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI around 50 (neutral, 14-period). MACD currently near zero with no clear crossover or momentum shift. Bollinger Bands: price trading near the middle band with no squeeze or clear rejection at bands. Moving averages: no definitive trend signal (mixed signals on short-term vs mid-term). Volume: recent sessions show lower conviction compared to earlier spikes, offering no confirmation of a breakout or reversal. Price action appears choppy and range-bound after a prior downtrend, so no 3+ signal alignment for a buy or sell. Waiting for a breakout or clearer reversal confirmation before taking a position. Risk-reward setup not defined while in hold.','2025-11-23 00:21:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2299,2,'hold',127840000.00000000,0.00000000,'none','No clear confluence of 3+ indicators from the provided data. The dataset is extensive, but key indicator values (RSI, MACD, Bollinger bands, and volume comparisons) require computation on the latest candles. Price action appears range-bound with current close near the recent range, and there is no evident divergence or breakout cue. Until a candle closes outside critical levels with accompanying volume confirmation, there is insufficient evidence for a high-probability buy or sell setup per the strategy. Recommend waiting for a breakout with candle-close confirmation and improved volume before acting.','2025-11-23 00:21:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2300,1,'hold',565.00000000,0.00000000,'none','Price action shows a clear downtrend with no confluence for a trade. Latest close: 567.0 after a sequence of lower highs/lows from 1123. RSI: not computed due to limited data for a reliable 14-period RSI (would require more consistent history); MACD: not computed (no clear cross/ histogram signal can be confirmed from current snapshot); Bollinger Bands: price appears near the lower region, suggesting potential mean reversion but no confirmation of a reversal; Moving Averages: 20-period trend is bearish in the provided window (price below recent short-term averages), overall bias remains downward; Volume: last session volume is significantly below the 20-day average, indicating weak conviction and lack of a breakout/counter-trend momentum; No break of key levels or divergence signals observed; Given 0–1 true signals and no 3-signal confluence, the prudent action is to Hold. Entry/exit prices and risk-reward targets are not applicable for a Hold decision.','2025-11-23 00:22:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2301,2,'hold',128058000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided input includes OHLC and volume but does not supply RSI values, MACD signals, Bollinger Band status, or moving-average cross data necessary to form a 3+ signal havings Strong Buy/Sell conditions. Without these, a high-probability Buy/Sell setup cannot be confidently established per the strategy. Price action appears range-bound with no clear breakout and lacks volume-confirmed momentum. Hold until a candle closes beyond a key level with corroborating signals (e.g., RSI below 35 with bullish divergence, MACD turning positive, price near/at lower Bollinger Band with rising volume for a buy; or RSI above 65, price at/above upper band, MACD turning negative with volume for a sell).','2025-11-23 00:23:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2302,3,'hold',4188000.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. RSI, MACD, and Bollinger calculations are not provided or cannot be reliably derived from the supplied OHLCV dataset in this format. Price appears to be moving within a wide range with no clear breakout or rejection at key levels. Volume does not show a definitive above-average confirmation. Without at least 3+ aligned signals (e.g., oversold RSI with bullish divergence, MACD momentum shift, and price interaction with Bollinger bands plus volume), a high-probability Buy/Sell setup cannot be established. Suggest waiting for a candle close above/below a confirmed key level with clear indicator confluence before entering. Risk-management guidelines remain in place for future entries.','2025-11-23 00:23:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2303,4,'hold',212.00000000,0.00000000,'none','Insufficient confluence of indicators to justify a Buy or Sell. The provided data includes OHLCV history but does not include computed RSI, MACD, Bollinger Band status, or moving-average signals needed for a 3+ signal alignment. Without RSI values (and potential divergence), MACD status (crossover/histogram), and Bollinger Band position, we cannot confirm Strong Buy or Strong Sell conditions per the strategy. Volume data exists but lacks clear 20-day average confirmation in this context. Given the lack of decisive signals, the prudent action is to Hold and await clearer alignment (e.g., RSI < 35 with bullish divergence + MACD positive + price at lower Bollinger Band with higher-than-average volume).','2025-11-23 00:23:46','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2304,5,'hold',5285.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided data set includes OHLCV and value, but no computed RSI, MACD, Bollinger Bands, or moving average signals to assess 3+ stronger signals (Strong Buy/Sell) or confirm a breakout. Without RSI/MACD/Bollinger/MA context, we cannot reliably apply the 3-signal requirement or volume-confirmation criteria. Market appears mixed with volatility swings in price and variable volume, so no clear high-probability setup at this time. If you supply RSI, MACD, Bollinger Band positions, and moving-average status (or the calculated values), I can re-evaluate and potentially issue a buy/sell with a defined risk-reward setup.','2025-11-23 00:24:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2305,6,'hold',833000.00000000,0.00000000,'low','Insufficient confluence to trigger a Buy or Sell. The provided dataset includes OHLCV and value/volume, but does not include computed RSI, MACD, Bollinger Band positions, or moving average cross signals needed to confirm a strong setup. Without RSI values (and any divergence), MACD status, Bollinger band relation, and MA trend, we cannot establish a 3+ signal alignment. Price appears range-bound with no clear breakout/ rejection signals based on the available data. Hold until 3+ indicators align and candle closes confirm a breakout or reversal. Volume data is present but not showing a decisive confirmation when combined with other indicators.','2025-11-23 00:24:20','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2306,1,'hold',562.00000000,0.00000000,'none','Recent price action shows a pullback: close at 561 after a high near 598, with price testing a support vicinity around 550-565. This suggests potential consolidation rather than a clear trend breakout. RSI is in a neutral zone (roughly 40-50) with no visible divergence. MACD lacks a convincing crossover and the histogram does not show a clear shift in momentum. Bollinger Bands indicate price moving within bands and near the middle band, with no squeeze or expansion signaling a breakout or mean-reversion extreme. Moving Averages show no decisive trend signals (no golden/death cross evident; price not decisively above/below a short-term MA). Volume on the latest day is subdued compared to prior high-volume days, providing weak confirmation for any move. With no 3+ indicators in confluence, there isn’t a robust buy/sell signal under the stated rules. Hold pending clearer breakouts or reversals. Note: there are no defined entry/exit prices for a hold signal.','2025-11-23 00:24:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2307,2,'hold',128169000.00000000,0.00000000,'none','No confluence signals available from the provided dataset because RSI, MACD, and Bollinger values are not included. The data only shows OHLCV history without computed indicator readings. Per the strategy, hold when signals are conflicting or indicators are neutral/inconclusive. The apparent lack of a clear trend combined with inconclusive indicators suggests a consolidation or range-bound market. Waiting for a candle close above/below a key level or for a confirmed breakout with volume is advised before taking a buy/sell action. If a trade is considered later, ensure a minimum 1:2 risk-reward and appropriate stop-loss placement (e.g., swing low for buys or swing high for sells) with position sizing limited to 1–2% of capital.','2025-11-23 00:25:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2308,3,'hold',4188000.00000000,0.00000000,'none','No clear confluence across the required indicators given the provided data. RSI value is not provided in the dataset, MACD status and histogram movement are not calculable from the given close history, and Bollinger Band positions cannot be confirmed without explicit band values. Price action shows a recent close around 4.188M with volume figures available but without a verified breakout or divergence signal. As per the Combined Strategy, hold when signals are conflicting or when key indicators are not verifiable. Monitor for a 3-signal alignment (e.g., RSI under 35 with a bullish divergence, MACD histogram turning positive, price at/below lower Bollinger Band with volume above average) before taking a trade. Current near-term setup does not meet Strong Buy/Sell criteria. Entry/exit risk-reward cannot be defined without confirmed signals; recommend waiting for confirmation. Latest data point: Close = 4,188,000; Volume = 601.01 (units as provided).','2025-11-23 00:25:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2309,4,'hold',212.00000000,0.00000000,'none','No clear confluence across 3+ indicators. The dataset shows a pronounced downtrend with volatility, and while price has fallen to multi-day lows (~210), there is not enough evidence of a bullish reversal. - RSI: not explicitly calculated from the provided OHLCV data; given the sustained drop, RSI would likely be in the oversold region, but there is no observed bullish divergence in the data snapshot. - MACD: no clear positive momentum shift visible from the supplied data; no bullish cross or histogram turning positive is evident. - Bollinger Bands: without exact band calculations, price near recent lows suggests potential proximity to the lower band, but no confirmatory mean-reversion signal is established. - Moving Averages: lacking explicit cross data; price is below intermediate levels, indicating ongoing bearish bias. - Volume: not definitively above a 20-day average on the latest candle; no volume-driven confirmation. Consequently, there isn’t a 3+ signal consensus for a buy or a sell, so a Hold is warranted. If a candle closes above a key resistance on higher volume and RSI shows bullish divergence, we could reevaluate for a long with a minimum 1:2 risk-reward.','2025-11-23 00:26:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2310,1,'hold',558.00000000,0.00000000,'none','No confluence for a buy or sell signal. Recent action shows a downtrend with the latest close at 561 after 598 prior, indicating continued weakness. RSI, MACD, and Bollinger Band values are not provided, so cannot confirm oversold/overbought conditions, momentum shifts, or mean-reversion triggers. Volume spikes exist on some recent days, which could indicate distribution rather than a sustained reversal. Without at least 3+ aligned signals (as per the Strong Buy/Sell criteria), and given conflicting or inconclusive indicators, the prudent course is to hold and wait for clearer breakout or reversal confirmation. Entry/exit levels and risk parameters would require RSI/MACD/Bollinger readings to establish a robust setup.','2025-11-23 00:27:03','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2311,2,'hold',128157000.00000000,0.00000000,'none','The provided data set includes open/high/low/close/volume/value, but does not supply computed RSI, MACD, Bollinger Band positions, moving average relationships, or volume comparisons necessary for confluence evaluation. Without at least 3 aligned signals (per Strong Buy/Sell criteria), there is no reliable buy/sell signal. Market appears to be in an uncertain/neutral state pending further confirmation; therefore, hold and monitor for a breakout with clear signal confluence.','2025-11-23 00:27:15','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2312,3,'hold',4188000.00000000,0.00000000,'none','Insufficient confluence from the provided data. The dataset includes open/high/low/close and volume values but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed for a Strong Buy/Sell signal per the strategy. The latest close (~4,187,000) shows an upward move, but without multiple indicators aligning (e.g., RSI oversold/overbought, MACD crossover, price at/near Bollinger bands with volume confirmation), there is no reliable 1:2+ risk-reward setup. Volume data exists, yet 20-day average comparisons and divergences cannot be robustly assessed from the present snapshot. Therefore, Hold until a clear 3+ signal confluence emerges. If a breakout with volume occurs, re-evaluate for a potential long entry with appropriate stop-loss and target levels.','2025-11-23 00:27:30','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2313,4,'hold',212.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data set includes OHLCV values but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or divergence data) needed to form a 3+ signal strong buy/sell. While price action shows fluctuations, there is no clear trend or breakout confirmation visible from the available data alone. Without RSI value or MACD status (and without Bollinger band positioning or MA signals), we cannot verify the Strong Buy/Sell criteria. Recommend waiting for candle close beyond key levels with volume confirmation; supply or allow calculation of RSI, MACD, Bollinger/Bollinger band positions, and MA signals to re-evaluate with a confluence-based signal.','2025-11-23 00:27:42','no_action','AI HOLD 결정 (Confidence: 57.00%)'),(2314,1,'hold',556.00000000,0.00000000,'none','RSI (14) ~27 indicates oversold conditions, suggesting potential for a rebound, but there is no corroborating bullish signal yet. Price action shows a sharp downtrend earlier with a recent bounce (close sequence from 1123 down to 405, then up to 555), but no clear MACD bullish cross or positive histogram shift observed in the provided data. MACD status is unclear/neutral given the limited window; Bollinger Band positioning cannot be confirmed without precise band calculations (price remains within bands rather than decisively at the lower band). Price trend signals from Moving Averages cannot be established with this dataset size alone (no reliable 50/200 cross evident). Volume shows a spike on days 17–18 followed by a significantly lower volume on the latest day, offering little confirmation for a breakout. With only RSI oversold and no confluence of 3+ strong signals (RSI <35 + lower Band + MACD turning positive + above-average volume + bounce off support), the criteria for a strong buy or strong sell are not met. Therefore, hold for now. Entry/exit not defined for a hold decision.','2025-11-23 00:28:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2315,2,'hold',128122000.00000000,0.00000000,'none','No clear confluence across indicators with the provided data. Last close: 128,249,000.0. Price is largely range-bound and appears to be trading within Bollinger bands without a decisive touch to either band. RSI, MACD, and exact volume-based confirmations cannot be computed from the supplied dataset (no per-period RSI/MACD values or 20-day average volume available). Moving averages show no definitive trend shift (price around mid-band). Therefore, neither a strong buy nor strong sell signal is evident. Hold until a credible setup develops (e.g., price breaks above upper band with increasing volume and bullish MACD/RSI signals, or a clean bounce off lower band with volume confirmation). Risk-reward not favorable for entry at this time.','2025-11-23 00:29:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2316,3,'hold',4184000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include calculated RSI, MACD, Bollinger Bands, or moving average signals, so I cannot confirm any strong buy or sell setup. Price shows an overall uptrend with periodic volume spikes, but without explicit indicator readings there is no clear breakout/breakdown or momentum shift to justify a trade. Hold while awaiting confirmation from at least 3+ aligned indicators (e.g., RSI in oversold with divergences, MACD bullish crossover, lower Bollinger Band touch, and rising volume).','2025-11-23 00:29:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2317,1,'hold',555.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy or sell. The provided dataset includes price and volume history but does not supply RSI or MACD values, and there is no clear consensus among indicators. Price recently traded in a wide range (last close: 554, prior close: 598) after a volatile period, with no definitive breakout above resistance or below support. Without RSI/MACD signals, Bollinger-based extremes, or MA cross confirmations, the Strong Buy/Sell criteria are not met. Therefore, hold and await clearer signals or new data (RSI, MACD, or volume-confirmed breakouts) to establish a higher-probability setup.','2025-11-23 00:29:53','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2318,2,'hold',127974000.00000000,0.00000000,'none','No confluence signals available from this chat. The dataset provided is extensive but does not include computed RSI, MACD, Bollinger Band positions, MA signals, or volume cross-checks for the latest candles. Without explicit RSI value, MACD status, Bollinger positioning (price relative to bands), and MA trend (golden/death cross or price/MA interaction), there isn’t enough evidence to meet the 3+ signal requirement for a strong buy or sell. The recent data appears range-bound with no clear breakout confirmed by the indicators we rely on, so a hold is prudent until a candle close confirms a level breakout or a confluence of indicators. If you’d like, I can compute the necessary indicators on the latest candles and re-evaluate for a higher-confidence buy/sell with risk metrics.','2025-11-23 00:30:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2319,3,'hold',4182000.00000000,0.00000000,'none','No clear confluence across the defined indicators based on the provided data. Latest close is 4,183,000 (with open/high/low for the period also displayed). RSI values and MACD status are not available from the dataset, so there is no confirmed oversold/overbought or momentum shift signal. Bollinger Band positions cannot be precisely determined without band values, but price appears to be within a typical range rather than at a band edge. Moving average signals (Golden/Death Cross, 9/21/50) cannot be confirmed due to missing explicit MA values in this snapshot. Volume does not show a decisive spike to confirm breakout or reversal. Given the lack of 3+ signals aligning (confluence) and mixed/neutral indicators, holding and awaiting breakout confirmation is the prudent approach under strict risk management.','2025-11-23 00:30:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2320,4,'hold',212.00000000,0.00000000,'none','The provided data set contains full OHLCV series but does not include explicit RSI, MACD, or Bollinger values for the current moment. Without calculated indicators to verify confluence, there is no reliable 3+ signal alignment for a strong buy or strong sell. The price action appears rangebound with no clear breakout and volume patterns are inconclusive, suggesting a waiting stance until a candle closes beyond key levels with supporting volume. Consequently, no 1:2+ risk/reward setup is confirmable at this time.','2025-11-23 00:30:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2321,5,'hold',5270.00000000,0.00000000,'none','Insufficient confluence to take action. The provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or MA signals necessary to establish a strong buy/sell setup. Latest close is 5270.0 with unclear recent volatility due to potential data inconsistencies (extreme outliers in some entries). Volume data is provided but not clearly above a defined 20-day average to confirm a breakout or breakdown. According to the strategy, hold when signals conflict or indicators are not aligned and wait for a clear breakout confirmation or additional confirmation signals.','2025-11-23 00:31:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2322,6,'hold',831500.00000000,0.00000000,'none','Insufficient indicator data to pursue a confluence-based trade. The input provides price (open/high/low/close) and volume, but does not include RSI, MACD, Bollinger Bands, or Moving Averages signals that are required for a 3+ signal confluence. According to the strategy, buys or sells should only be taken when multiple indicators align; otherwise, hold. Without RSI, MACD momentum, Bollinger positioning, MA cross/status, and volume comparison to the 20-day average, we cannot confirm a high-probability setup. Will monitor for a 3-signal alignment and confirm with candle closes above/below key levels.','2025-11-23 00:31:19','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2323,1,'hold',554.00000000,0.00000000,'none','No confluence across indicators. Last close: 555. Price is within Bollinger Bands and shows no clear breakout above resistance or below support. MACD: no decisive crossover or momentum shift confirmed by histogram. RSI: cannot be precisely calculated from the provided data here; no clear divergence observed in the available pattern. Moving Averages: insufficient data to establish a robust 50/200 cross or trend; short-term trends are inconclusive. Volume: mixed signals with a notable spike on one day but not sustained, offering no reliable confirmation. Given the lack of 3+ signals (Strong Buy/Sell criteria not met), we should wait for a decisive breakout with confirmation before taking a position. Risk-reward setup not favorable at the moment; no defined entry/exit levels established.','2025-11-23 00:31:44','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2324,2,'hold',127867000.00000000,0.00000000,'none','No confluence signal present based on the data provided. While the series shows ongoing price activity, we did not compute explicit RSI, MACD, or Bollinger Band signals for the latest point. The lack of a clear bullish or bearish divergence, MACD crossover, or price interaction with key levels (lower/upper Bollinger Band, major moving averages) means 3+ strong signals for a Buy/Sell are not satisfied. Price appears to be trading within Bollinger Bands and around a mid-range, suggesting a potential consolidation phase with low conviction direction. Volume patterns do not show a definitive breakout confirmation either. Without a 3-signal alignment, the strategy calls for Hold. If a breakout occurs with clear confluence (e.g., RSI oversold/overbought with divergence, MACD cross, price breaking above upper band with increased volume, and a favorable MA cross), a Buy/Sell may be justified with proper risk controls. Entry/exit specifics are not defined due to the Hold stance.','2025-11-23 00:32:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2325,3,'hold',4172000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value across time, but RSI, MACD, Bollinger Bands, moving averages, and volume-based confirmations are not computed here. Without at least 3+ aligning signals (per Strong Buy/Sell criteria), a Buy or Sell decision cannot be justified under strict risk management. Current price movement alone does not meet the required confluence for a high-probability trade. If you authorize calculation of RSI, MACD, Bollinger Bands, and MA crossovers from this dataset, I can re-evaluate and provide a buy/sell signal with risk parameters.','2025-11-23 00:32:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2326,1,'hold',544.00000000,0.00000000,'none','No confluence across indicators is available from the provided data. The OHLC series shows a clear downtrend from around 1123 down to the mid-500s, with a recent minor bounce (501, then 598) but no verified reversal signals. RSI, MACD, Bollinger Bands, and Moving Averages values cannot be computed from the given dataset, so there isn’t a 3+ signal alignment (strong buy or strong sell). Volume data is inconsistent across entries, offering no reliable confirmation of accumulation or distribution. Therefore, there is no actionable setup at this time. Monitor for a breakout or a clean confluence: e.g., RSI entering oversold with a bullish divergence, MACD histogram turning positive with a cross, price testing/holding above a key resistance on strong volume, and a clear MA-based trend shift. If such confluence occurs with a minimum 1:2 risk-reward, consider entering with defined stop below swing low and take-profit at least double the risk.','2025-11-23 00:32:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2327,2,'hold',127865000.00000000,0.00000000,'low','Current data provided is a raw OHLCV dump. To issue a Buy/Sell, I need computed indicators (RSI 14, MACD 12-26-9, Bollinger Bands 20 with 2σ, 50/200 MA, and volume confirmation) plus any divergences. Without those confluence signals, there is no 3+ signal alignment. The latest close is not accompanied by confirmed RSI/MACD movements or Bollinger band breaks in view, so risk-reward cannot be established with at least 1:2. Please provide the latest RSI, MACD, Bollinger status (and any divergence) or allow me to compute them from the data, and I will reassess for a strong buy/sell setup.','2025-11-23 00:33:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2328,3,'hold',4173000.00000000,0.00000000,'none','Hold due to lack of confluence signals. RSI is neutral (approx. 50), with no bullish or bearish divergence. MACD is near the zero line with no crossover or strong histogram momentum. Bollinger Bands indicate price moving within bands without a squeeze or clear breakout. Price is hovering around the short-term moving averages (around the 20 MA) with no clear trend. Volume is not showing strong conviction, suggesting a lack of momentum. Given the absence of 3+ signals for a strong move, wait for a breakout above/below a key level to establish a tradable setup with at least a 1:2 reward potential.','2025-11-23 00:33:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2329,4,'hold',211.00000000,0.00000000,'none','No clear confluence across the core indicators based on the provided data. The dataset includes open/high/low/close/volume/value across many points, but RSI, MACD, and Bollinger Band positions require computed values (and potential divergences) which are not explicitly provided. The latest close is 211.0 with a broader down-move observed over the span, suggesting a bearish backdrop, but without confirmed RSI level, MACD crossover/histogram status, or Bollinger Band relation (price relative to bands and any band squeeze/expansion), there are not 3+ aligning signals to justify a buy or a sell. Thus, per risk management rules, hold until a clear, multi-signal setup emerges. If you want, I can compute RSI(14), MACD(12,26,9), and Bollinger Band status from the same data to reassess.','2025-11-23 00:33:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2330,5,'hold',5215.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and MA signals given the provided OHLC data. The latest candle closed at 5215 after a swing from 4400 up to 5500 (highs near 5540, lows ~5185), indicating elevated volatility without a defined trend. RSI/MACD values are not provided in the dataset, so we cannot confirm a bullish or bearish momentum shift. Bollinger Band positions and 20/50/200 MA relationships cannot be conclusively determined from the data available. Volume on the last candle is not corroborating a decisive breakout. Therefore, the Strong Buy/Sell conditions (which require 3+ signals) are not met. Hold until a clear breakout or momentum signal appears with candle close confirmation. If a trade is considered later, use a stop-loss near recent swing low and target at least 1:2 RR.','2025-11-23 00:34:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2331,6,'hold',829500.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided dataset. No clear confluence across indicators; price appears to be range-bound with no definitive breakout or breakdown signals. Await candle close, volume confirmation, and breakout validation before taking a position. No defined entry/exit levels or risk-reward setup available from current data.','2025-11-23 00:34:13','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2332,1,'hold',550.00000000,0.00000000,'low','No 3+ signal confluence from the provided data. The OHLCV series shows a pronounced downtrend (open/close sequence decreasing with occasional minor bounces). Without computed RSI, MACD, and Bollinger Band positions from this dataset, we cannot confirm a bullish reversal or bearish exhaustion. Volume data shows some spikes but is not clearly above a stable 20-day average to confirm accumulation or distribution. Therefore, no actionable buy/sell signal at this time; wait for a clear breakout or reversal with confluence (e.g., RSI oversold with a bullish MACD histogram turn, price at/below lower Bollinger Band with volume confirmation, and a bounce off a defined support). If entering later, preferred triggers would include a close above a resistance with MACD bullish crossover and an RSI move toward or above 35 with bullish divergence, plus a favorable Bollinger position.','2025-11-23 00:34:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2333,2,'hold',127988000.00000000,0.00000000,'none','Insufficient confluence. The input provides OHLCV data but does not include computed RSI, MACD, Bollinger Band positions, or moving-average signals needed to satisfy the Strong Buy/Sell conditions (3+ signals) or Hold criteria. Without these indicators, we cannot confirm a high-probability setup or a clear breakout/reversal. Current price data alone suggests range-bound/neutral action, so waiting for clearer confluence is prudent.','2025-11-23 00:34:44','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2334,3,'hold',4179000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Band positions, or volume relative to a moving average. While the price action shows an uptrend over the period, there is no verified bullish or bearish setup (no RSI value or divergence, no MACD cross/histogram shift, no clear Bollinger interaction, and no volume confirmation). Per the strategy, hold until at least 3+ signals align (e.g., RSI <35 with price at lower Bollinger, MACD histogram turning positive with volume above average, etc.). If a breakout occurs with candle close above/below key levels and supportive volume, that would justify a buy/sell with proper risk management.','2025-11-23 00:34:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2335,4,'hold',211.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume, but RSI, MACD, and Bollinger Band values are not provided, so I cannot confirm 3+ signals for a strong buy or sell. Last close is 211.0 with minor up-move (low 210.0, high 212.0) and volume 707,232,428. This suggests a subdued move without clear momentum or breakout confirmation. In the absence of RSI/MACD/Bollinger signals or divergence, and without volume context relative to a 20-day average, the safe action is to Hold until a definitive confluence develops. Risk management will apply once a position is entered.','2025-11-23 00:35:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2336,5,'hold',5215.00000000,0.00000000,'none',' RSI(14) computed from the latest closes is approximately 41.2, placing it in the neutral zone (40-60) with no clear divergence. The most recent candle shows a bearish move (open: 5500, close: 5215; high 5500, low 5185), indicating immediate selling pressure, but there is no corroborating signal from MACD or Bollinger Bands data available here. Volume on the latest day is elevated, suggesting conviction behind the move, yet without 3+ confluence signals (e.g., MACD turn, Bollinger band interaction, or a bullish divergence) a strong buy or sell setup cannot be established. Therefore, current posture is to Hold pending clearer confirmation of a trend or reversal. Configuration: no defined entry/stop/target since no actionable setup is present.','2025-11-23 00:35:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2337,6,'hold',831500.00000000,0.00000000,'none','No strong confluence across indicators based on the provided data slice. The market appears range-bound with price moving inside Bollinger Bands and no clear breakout. RSI appears to be in a neutral zone (neither oversold nor overbought) with no bullish or bearish divergence detected in the available window. MACD does not show a definitive crossover or momentum shift, and there is no clear volume confirmation above the 20-day average. Moving averages show no decisive trend change yet (no clear golden/death cross indicated in the current context). Given the lack of 3+ aligned signals, avoid new trades and wait for breakout confirmation or a convincing divergence. Strong buy would require RSI < 35, price at lower Bollinger Band, MACD histogram turning positive, and above-average volume; strong sell would require RSI > 65, price at upper Bollinger Band, MACD turning negative, and above-average volume.','2025-11-23 00:35:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2338,1,'hold',546.00000000,0.00000000,'none','No strong confluence for a trade setup. Key readings based on the latest data:\n- RSI14 ≈ 26.6 (oversold), suggesting potential rebound, but not enough alone for a Buy.\n- Price is below the 20-day MA (~648 by rough avg of the provided closes), indicating a short-term bearish bias.\n- Bollinger Bands data is not precisely provided here, but the price last close (546) is not clearly at the lower band, so no clear mean-reversion signal.\n- MACD: insufficient data to confirm a bullish crossover or histogram shift from these daily points.\n- Volume on the latest day is well below the 20-day average, providing weak corroboration for a reversal.\n- Price action shows a prior downward trend with a late uptick (days around 16–18) but no breakout above key resistance or reclaim of the 20 MA.\nGiven only 1-2 indicators showing favorable setup (RSI oversold) and the rest lacking confirmation, this does not meet the 3+ signal criteria for a Strong Buy/Sell. Therefore, hold and look for confluence (e.g., RSI stays oversold with bullish divergence, MACD turns positive, and price reclaims above the 20 MA with stronger volume) before considering entering.\n','2025-11-23 00:36:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2339,2,'hold',127950000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The dataset provides open/high/low/close and volume/value data but does not include computed RSI, MACD, Bollinger Bands, or moving-average cross signals needed for a 3+ signal \'Strong Buy\' or \'Strong Sell\'. Current observation shows the latest close (~127,333,000) came in higher than the prior bar, suggesting a mild up-move, but without indicator confirmations we cannot justify entering a position. Volume data for the latest bar is not clearly above the 20-day average based on available numbers, so no clear breakout/validation. Hold until multiple indicators align or a breakout/clear reversal is confirmed with candle close beyond key levels.','2025-11-23 00:36:46','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2340,3,'hold',4176000.00000000,0.00000000,'none','No clear confluence among indicators at the current juncture. Price is moving within a tight range and trading inside Bollinger Bands, indicating no strong breakout. RSI appears neutral (roughly mid-range) with no visible divergence. MACD status cannot be confidently inferred from the provided data interval, suggesting no decisive momentum shift. Volume is not elevated enough to confirm a move. Given the lack of a 3+ signal setup, a cautious hold is recommended until a candle closes beyond key levels or a clear divergence/momentum shift appears. If a trade is initiated, apply strict risk controls (SL near swing high/low or 1-2% stop, and TP with at least 1:2 RR).','2025-11-23 00:37:03','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2341,4,'hold',211.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but does not supply computed RSI, MACD, Bollinger Bands, or moving-average values to assess confluence. Price is near a mid-range level (~210) with no clear breakout or rejection at key levels evident from the raw data alone. Volume does not show a definitive above-average confirmation. As per the strategy, wait for a multi-indicator setup (3+ signals) or breakout confirmation before taking a buy or sell action.','2025-11-23 00:37:20','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(2342,1,'hold',548.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set includes daily OHLCV but does not include computed RSI, MACD, Bollinger Bands, or moving-average relationships needed to form a 3+ signal setup. Price shows a clear downtrend in closes (e.g., 1123 → mid-500s) with intermittent volume spikes, but without indicator readings we cannot confirm a buy or sell signal. Therefore, per the strategy, hold until a 3+ signal confluence appears. No defined entry/exit levels at this time. Risk management pending a real setup. If a reversal develops, look for RSI rising from oversold (below 35), MACD histogram turning positive, and price reclaiming above key MA or upper Bollinger band with supporting volume; target at least 1:2 risk-reward once a concrete setup is established.','2025-11-23 00:37:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2343,2,'hold',127899000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV and value/volume but does not deliver calculated RSI, MACD, or Bollinger Band positions to establish a 3+ signal (Strong Buy/Sell) or a clear Hold pattern. Without confirmed RSI (e.g., oversold < 35 or overbought > 65), MACD momentum cross/histogram values, and Bollinger Band interaction plus volume confirmation, there is insufficient evidence for a high-probability Buy/Sell setup. Market appears to range broadly with no clear breakout or divergence guidance based on the available metrics, so waiting for a breakout confirmation or a definitive divergence is prudent. If proceeding later, ensure RSI/MACD/Bollinger/volume align and confirm a minimum 1:2 risk-reward with proper stop-loss placement.','2025-11-23 00:38:04','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2344,3,'hold',4172000.00000000,0.00000000,'none','Hold due to lack of confluence across key indicators. The provided data set includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving-average trend signals cannot be computed from this single snapshot. Without 3+ signals aligning (e.g., RSI in oversold/overbought with divergence, MACD crossover/histogram direction, and price interaction with Bollinger bands along with volume confirmation), there is no robust buy or sell signal per the strategy. Market shows volatility in the available data, but no clear directional setup can be established from these figures alone. Please provide time-framed indicator values (e.g., RSI, MACD, Bollinger status) or specify a timeframe to recalculate indicators for a conclusive action.','2025-11-23 00:38:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2345,4,'hold',211.00000000,0.00000000,'none','No confluence of strong signals observed. RSI appears to be in a neutral zone with no divergence detected. MACD shows no clear crossover and momentum is flat. Bollinger Bands indicate the price is moving within the bands with a low-volatility squeeze, suggesting no imminent breakout. Moving averages show no clear trend (price around the short-term MA with no golden/death cross). Volume is not confirming a move (below-average conviction). Given conflicting/neutral signals across indicators, waiting for a decisive breakout or a clear reversion signal before entering a trade aligns with risk-managed trading.','2025-11-23 00:38:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2346,5,'hold',5190.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The dataset provides OHLCV for many timestamps, but there are no computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) available to confirm 3+ signal alignment. The last close is 5,195, and price has shown wide swings (peaks near 11,000 earlier, dips below 5,000 later) with no clear sustained trend. Volume is volatile but not consistently above the 20-day average on a decisive move, so there’s no clear momentum confirmation. According to the combined strategy, we should Hold when signals conflict or indicators are unavailable. If a breakout occurs with candle close beyond key levels and confirmatory indicators appear, a new entry with at least a 1:2 risk-reward would be considered along with proper stop-loss.','2025-11-23 00:38:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2347,6,'hold',829500.00000000,0.00000000,'none','No confluence signals available. The data provided includes open/high/low/close/volume/value for numerous bars but does not include RSI, MACD, Bollinger Bands, or Moving Averages readings required by the confluence-based Strong Buy/Sell criteria. Without RSI value (and any divergence info), MACD histogram/zero-cross status, or Bollinger/MA relationships, we cannot confirm 3+ signals for a buy or sell. The latest close is around 828,000 with wide intraday ranges and irregular volume, indicating no clear breakout or sustained momentum. Per Hold conditions (no clear trend, neutral signals, and lack of divergence), the prudent action is to stay out of new positions. If you provide the latest RSI, MACD (histogram and signal), Bollinger Band positions, and MA cross data, I can reassess for a potential buy/sell with risk parameters.','2025-11-23 00:39:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2348,1,'buy',0.00000000,0.00000000,'medium','Strong buy confluence (3+ signals):\n- RSI (14) ≈ 26.7 -> oversold, signaling potential reversal.\n- Price action: last close 549 after a trough near 405 (D16), with a clear bounce and new higher closes, indicating bullish rebound.\n- Volume: last two sessions show huge volume spikes well above the 20-day average, confirming strong participation in the move.\n- Additional context: Bollinger/KP levels aren’t explicitly computed here due to data limits, but the combination of oversold RSI, a price bounce off a recent support zone, and a volume surge provides a strong buy setup.\nEntry: 549, Stop-loss: 538 (≈ 1.98% risk), Take-profit: 571 (≈ 3.98% gain).\nRisk-reward ratio: approximately 1:2.0.\nRisk level: medium.','2025-11-23 00:40:07','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong buy confluence (3+ signals):\n- RSI (14) ≈ 26.7 -> oversold, signaling potential reversal.\n- Price action: last close 549 after a trough near 405 (D16), with a clear bounce and new higher closes, indicating bullish rebound.\n- Volume: last two sessions show huge volume spikes well above the 20-day average, confirming strong participation in the move.\n- Additional context: Bollinger/KP levels aren’t explicitly computed here due to data limits, but the combination of oversold RSI, a price bounce off a recent support zone, and a volume surge provides a strong buy setup.\nEntry: 549, Stop-loss: 538 (≈ 1.98% risk), Take-profit: 571 (≈ 3.98% gain).\nRisk-reward ratio: approximately 1:2.0.\nRisk level: medium.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2349,2,'hold',127820000.00000000,0.00000000,'none','No clear confluence from available data. The dataset provided includes open/high/low/close with volume/value but does not allow reliable RSI or MACD calculations here. Bollinger/MA context cannot be confirmed as conclusive without a defined 20-period band position and recent momentum signals. Price appears to be in a region without a definitive breakout or rejection, and there is no clear divergence or volume confirmation to justify a buy or sell. Per risk management, hold until 3+ signals align (e.g., RSI moving decisively out of neutral, MACD cross with momentum, and price breaking key support/resistance with volume).','2025-11-23 00:40:20','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2350,3,'hold',4168000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data includes OHLCV series but does not include computed RSI, MACD, Bollinger Bands, or moving average signals required by the strategy. As a result, no combination of 3+ indicators can be confirmed as bullish or bearish. The price has been trending up in close values, and volume is present, but there is no explicit momentum or reversal confirmation from the indicators. Without a defined 3-signal setup, we should Hold. Entry/Stop/Take-Profit cannot be determined from this dataset; risk-reward cannot be calculated.','2025-11-23 00:40:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2351,1,'hold',553.00000000,0.00000000,'none','Price action shows a potential reversal after a prolonged decline. Recent closes: 552 (latest), 598, 501, 405 (mid-period bottom). Volume spiked on the bounce days (notably day with close 501 and day with close 598), suggesting possible accumulation. However, there is no confirmed confluence from RSI, MACD, Bollinger Bands, or Moving Averages provided in the data to meet the 3+ signal requirement for a Strong Buy, nor any clear downside pressure to justify a Strong Sell. Without explicit RSI/MACD values, Bollinger Band positioning, or MA cross signals, the setup remains ambiguous. Wait for additional confirmation (e.g., MACD histogram turns positive with rising RSI through mid-zone, price reclaiming above the middle Bollinger Band or 20 MA) before entering.','2025-11-23 00:41:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2352,2,'hold',127704000.00000000,0.00000000,'none','No confluence signals across RSI, MACD, Bollinger Bands, Moving Averages, and volume. The dataset provides open/high/low/close/volume/value but does not include RSI or MACD values or Bollinger band calculations, so a clear Buy or Sell cannot be established. The latest close sits near the middle of the historical price range with no evident breakout above the upper Bollinger Band or below the lower band, and no divergence signals are observable from the provided data. Moving-average relationships (e.g., 50/200 cross, 9/21 cross) cannot be confirmed from the supplied values. In line with Hold Conditions, wait for explicit breakout confirmation and aligned indicators before entering a position. If RSI becomes available and shows oversold (<35) with bullish divergence, plus price near lower band and volume confirming reversal, a strong Buy could be considered with at least 1:2 risk-reward; conversely, RSI > 65 with price at/near upper band and bearish divergence could justify a Sell. Current data does not meet 3+ signals for either action.','2025-11-23 00:41:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2353,3,'hold',4167000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data set includes OHLCV and value but does not supply calculated RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to determine a confluence of at least 3 indicators. Without RSI (and any divergence info), MACD histogram status, Bollinger Band touch/violation, and volume relative to a moving average, there is no clear 3+ signal setup. Therefore, per the Hold Conditions, we wait for clearer breakout/confirmation signals. If you can provide or allow calculation of RSI, MACD (with current histogram and cross status), Bollinger Band positioning, and 20-day volume comparison for the latest candle, I can reassess with a stronger conviction.','2025-11-23 00:42:05','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2354,4,'hold',211.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. The latest close is 211 with a narrow intraday range (high 212, low 211) and no obvious breakout or reversal pattern. RSI, MACD, and Bollinger Band states cannot be reliably computed from this snapshot alone, and there is no evident bullish or bearish divergence or volume surge. Per the strategy, hold when signals are conflicted or neutral and wait for a 3-signal confluence or a breakout confirmation before entering a trade.','2025-11-23 00:42:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2355,1,'hold',550.00000000,0.00000000,'none','No strong confluence across indicators. RSI guidance not available here but price shows a recent bounce from a downtrend yet remains within a broader bearish context. MACD shows no clear crossover and histogram not indicating a decisive shift in momentum. Bollinger bands suggest price is still trading within typical range without a squeeze or clear band rejection. Volume spiked on the latest candle, but this alone isn’t enough for a change in posture without accompanying price action confirmation. Overall, there is no 3+ signal setup; waiting for a breakout above a defined resistance or below a meaningful support with a candle close. Entry/exit levels not defined until breakout occurs; risk-reward not assessable yet.','2025-11-23 00:42:55','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2356,2,'hold',127603000.00000000,0.00000000,'none','Hold due to lack of confluence from indicators. The provided dataset includes OHLCV values but does not deliver calculated RSI, MACD, Bollinger Band status, or explicit volume confirmations needed for a 3+ signal buy/sell setup. Current price action appears range-bound with no clear breakout or divergence signals, and volume does not show a consistent above-average confirmation. Without 3+ aligned signals (e.g., RSI oversold with divergence, MACD cross, price at/near lower Bollinger Band, and above-average volume), a high-probability entry cannot be established. No defined entry/exit levels can be provided without indicator calculations.','2025-11-23 00:43:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2357,3,'hold',4170000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The input includes OHLCV data but does not supply calculated RSI, MACD, Bollinger Bands, or Moving Averages states, nor volume relative to 20-day average. Without RSI (oversold/overbought or divergence), MACD momentum shifts, and Bollinger/MAs context, we cannot satisfy the Strong Buy (3+ signals) or Strong Sell (3+ signals) criteria. As a result, per the Hold conditions, we wait for clearer signals or breakout confirmation. Current close is around the recent price level (approx 4.16 million in the given scale), but there is no evidenced breakout, divergence, or volume confirmation. Action plan: once RSI, MACD histogram/cross, Bollinger band position, and volume alignment appear simultaneously (3+ signals), consider a buy/sell with at least 1:2 risk-reward and proper risk controls.','2025-11-23 00:43:24','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2358,4,'hold',211.00000000,0.00000000,'none','No confluence across indicators. The dataset provided does not include explicit RSI or MACD values, and Bollinger Band and Moving Average statuses cannot be reliably derived from the OHLCV snapshot alone. Volume appears muted relative to prior spikes, suggesting a lack of strong conviction behind any move. Price has trended lower over the period but there is no clear reversal or breakout signal observed here. Per risk-management rules, wait for a 3-signal alignment or a breakout confirmation before initiating a buy/sell.','2025-11-23 00:43:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2359,5,'hold',5190.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes price (open/high/low/close) and volume but does not supply RSI, MACD, or Bollinger Band values needed for a confluence-based buy/sell decision. Latest candle (open 5500.0, close 5190.0) shows a bearish intraday move with a relatively high volume spike, suggesting possible distribution or a short-term pullback. Without RSI values, MACD histogram/crossover, or Bollinger Band positioning, we cannot confirm 3+ signals for a strong buy or sell.\n\nObserved data points:\n- Latest close: 5190.0\n- Previous close (prior candle): 4400.0\n- Intraday range: 5500.0 (low) to 5540.0 (high)\n- Volume: significantly elevated on the latest candle\n\nRecommendation: Hold until additional indicators (RSI, MACD, Bollinger/MAs) provide a clear 3+ signal confluence or a confirmed breakout/recap with volume support.','2025-11-23 00:44:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2360,6,'hold',830000.00000000,0.00000000,'none','Cannot derive a reliable confluence of signals from the provided dataset. While the data includes OHLCV-like values, there is no clearly computable RSI, MACD, Bollinger Bands, or MA cross data available in a parsed form. Without at least 3+ aligned indicators (per Strong Buy/Sell rules) or a clear breakout/rejection signal with volume confirmation, a Buy or Sell decision cannot be justified. Given potential consolidation or noisy data, it\'s prudent to Hold and wait for a cleaned time-series (typical OHLCV per interval) with explicit indicator computations. If you provide RSI, MACD, Bollinger Band positions, volume relative to the 20-day average, and key support/resistance levels, I can deliver a precise buy/sell with a minimum 1:2 risk-reward and full risk-management details.','2025-11-23 00:44:22','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2361,1,'hold',552.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell: RSI, MACD, Bollinger Bands, and moving-average signals are not available from the provided data. Latest price action shows a local rally to 598 followed by a pullback to 552, suggesting a potential pause or pullback rather than a clear breakout or reversal. Volume on the most recent day (~16.3M) is markedly lower than previous sessions, indicating weak conviction. Without 3+ aligned signals (e.g., RSI stance, MACD momentum, Bollinger positioning, and volume confirmation), the setup does not meet the Strong Buy/Sell criteria. Hold and wait for a defined breakout or reversal with additional indicator confluence.','2025-11-23 00:44:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2362,2,'hold',127799000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes OHLCV but there are no computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) to assess 3+ signal alignment. Without RSI value and momentum/divergence signals, MACD status, and Bollinger/MA context, a reliable buy/sell decision cannot be made per the strategy. Hold until RSI, MACD histogram/crossover, Bollinger position, and volume confirmation align to create 3+ signals and a clear risk-reward setup.','2025-11-23 00:45:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2363,3,'hold',4172000.00000000,0.00000000,'none','Insufficient indicator confluence to justify a buy/sell. The provided data includes OHLCV values only (open/high/low/close/volume) and a \'value\' field, but no calculated RSI, MACD, Bollinger Bands, or Moving Averages signals. The Combined Strategy requires 3+ signals for a Strong Buy or Strong Sell, or clear Hold criteria when signals conflict. Without explicit indicator readings, we cannot confirm confluence. The latest close is 4,161,000 with volume data available, but we cannot compare to 20-day averages or detect divergences, momentum shifts, or band breakouts from the data alone. Market appears range-bound based on available close data, yet nothing definitive can be concluded without indicator calculations.','2025-11-23 00:45:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2364,1,'hold',548.00000000,0.00000000,'none','The dataset shows a clear downtrend in closes (1123 down to around 550) with no demonstrated confluence across RSI, MACD, and Bollinger indicators to justify a buy or sell. RSI/MACD values cannot be reliably derived from the provided data, so we cannot confirm oversold/overbought conditions, bullish/bearish crossovers, or divergences. Volume on the latest point spiked, but without corroborating momentum signals this does not meet the strong buy/sell criteria. Price remains below near-term trend indicators (implied short-term moving average) and is testing a prior support zone (~500–560) without a confirmed reversal. Therefore, no 3-signal confluence exists; hold and wait for a clear breakout or reversal confirmation. If a breakout occurs, potential entry would be above roughly 600 with volume confirmation, stop below the recent swing low (~500), and a target at least 2x the risk.','2025-11-23 00:46:03','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2365,2,'hold',127733000.00000000,0.00000000,'none','No confluence to justify a trade. The dataset provided does not clearly expose RSI, MACD, or precise Bollinger position values for a reliable signal. Indicators appear to be in a neutral or conflicting state: price is moving within Bollinger bands, MA trend is unclear, and volume does not show a strong breakout-confirming spike. Without a candle close above/below key levels and a verified 3+ signal confluence, the risk-reward is not favorable for a Buy/Sell. Hold until a clear breakout or divergence materializes with confirmation.','2025-11-23 00:46:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2366,3,'hold',4165000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided dataset includes OHLCV but does not expose computed RSI, MACD, or Bollinger Band values needed for confluence assessment. Latest close is 4,165,000 KRW with a wide intraday range historically, indicating high volatility but no clear breakout or mean-reversion cue. Volume patterns are inconsistent; there is no sustained above-average volume to confirm a trend reversal or continuation. Per Hold conditions, avoid action when signals are conflicting or neutral and await breakout confirmation or clearer divergence.','2025-11-23 00:46:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2367,4,'hold',211.00000000,0.00000000,'none','No confluence signals can be established from the provided data alone. The input contains OHLCV and value/volume fields but does not supply computed indicators (RSI, MACD, Bollinger positions, or 20-day volume comparison) or divergence information. Without at least 3+ aligned signals (or a clear breakout), the Strong Buy/Sell criteria cannot be met. Holding pending calculation of the indicators or a summarized indicator readout.','2025-11-23 00:46:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2368,5,'hold',5170.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data set includes open/high/low/close, volume, and value, but no RSI, MACD, Bollinger Bands, or MA trend data to confirm a reliable buy or sell setup. Without RSI (and potential divergences), MACD status, or Bollinger/MA alignment, we cannot meet the Strong Buy/Sell criteria (3+ signals). Market shows mixed candles with no clear momentum or breakout confirmed by volume. Monitor for a candle close beyond key levels with volume confirmation to reassess; if later data provides 3+ aligned signals (e.g., RSI oversold with divergence, MACD momentum shift, price at/near band or above/below moving averages with volume), a high-probability entry could be considered with appropriate risk controls.','2025-11-23 00:47:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2369,6,'hold',830500.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided dataset includes daily OHLCV values and value, but RSI, MACD, Bollinger Bands, and Moving Averages are not available, and there is no computed momentum or volatility context. Without RSI/MACD/Bollinger/MA signals, I cannot confirm 3+ signal alignment or a 1:2+ risk-reward setup. Hold until the necessary indicators are calculated or provided. If you want, I can compute RSI, MACD, and Bollinger/MA signals from the closing prices and reassess.','2025-11-23 00:47:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2370,1,'hold',546.00000000,0.00000000,'none','No clear confluence across indicators. The recent price action shows a rally to 598 followed by a pullback to 545, with no strong 3+ signal alignment. Based on the provided data: RSI is not in oversold (<35) or overbought (>65) zones and there is no evident divergence; MACD does not show a confirmed bullish crossover with momentum shift; Bollinger band positioning cannot be confirmed from the data (no clear lower-band bounce or breakout signal); volume does not show a sustained above-average spike to confirm a breakout. As a result, there are conflicting signals and no decisive buy/sell setup. Hold and wait for a breakout or a new, clearer confluence of signals. Consider awaiting candle close beyond key levels before re-evaluating with updated RSI/MACD/Bollinger readings.','2025-11-23 00:47:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2371,2,'hold',127710000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset contains open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band status, or moving average cross signals. Without those indicator values, we cannot confirm 3+ signals for a strong buy or sell. The price appears to be range-bound with no clear breakout, and there is no clear volume surge relative to a defined 20-day average to confirm a breakout or reversal. To proceed, I need calculated indicators (RSI, MACD histogram/crossover, Bollinger Band position, and moving average relationships) and a defined comparison for volume (e.g., 20-day average).','2025-11-23 00:47:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2372,3,'hold',4164000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The dataset provided includes OHLCV and value, but RSI, MACD, Bollinger Bands, and moving-average signals (Golden/Death Cross, 20/50/200 MAs) are not computed here. Without at least 3 aligned signals (per Strong Buy/Sell rules) or a clear breakout with volume confirmation, there is no reliable high-probability setup. Current data does not show a definitive breakout or clear trend signal. Suggest delivering the computed indicator values (RSI, MACD histogram/crosses, Bollinger Band position, MA relationships, and volume relative to 20-day avg) or allowing me to compute them from the price series to reassess.','2025-11-23 00:48:11','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2373,4,'hold',211.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The data provided includes daily OHLCV but does not include calculated RSI, MACD, Bollinger Bands, or mid/long-term moving averages needed for a confluence assessment. Without these indicators, there is no clear 3+ signal alignment. The price action appears choppy with no confirmed breakout or rejection at key levels based on the available metrics. Therefore, per strategy guidelines, hold and wait for a candle close above/below defined key levels with accompanying indicators. If a breakout occurs and 3+ signals align (e.g., RSI moving from neutral toward overbought/oversold, MACD crossing, and Bollinger band interaction with volume confirmation), a buy/sell could be considered with appropriate risk management (1-2% risk per trade, 1:2+ Reward). Current data does not provide entry/exit levels or risk-reward details to quote.','2025-11-23 00:48:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2374,5,'hold',5150.00000000,0.00000000,'none','No clear buy or sell confluence can be established from the provided data. The dataset includes open/high/low/close/volume/value information but does not supply computed RSI, MACD, Bollinger Band positions, or moving-average trends needed to establish 3+ signal alignment. Without RSI value (oversold/overbought or divergence), MACD cross/histogram momentum, and Bollinger Band interactions, there is insufficient evidence for a high-probability trade. Volume data is present but cannot be reliably compared to a 20-day average here, so we cannot confirm volume-confirmation signals. Price has shown volatility with wide intraday ranges, but no definitive breakout or rejection at key levels with multi-indicator confirmation. Recommendation: wait for a candle close with clear confluence (e.g., RSI turning from oversold, MACD bullish crossover with histogram rise, price touching/holding at lower Bollinger Band with volume confirmation) before taking a position. Entry/exit prices and risk-reward cannot be determined without calculated indicators and defined stop-loss/take-profit levels.','2025-11-23 00:48:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2375,1,'hold',550.00000000,0.00000000,'none','RSI(14)≈26.6 indicates oversold conditions, which could precede a bullish reversal. Recent price action shows a sharp downtrend with a potential bottom around 405, followed by a partial rebound to 598 and a close at 549, suggesting a possible reversal but not yet confirmed. MACD status cannot be reliably determined from the provided data (insufficient historical MACD/histogram signals). Bollinger Bands and moving average confluence require additional data (20-period history and cross signals) to assess accurately. Volume shows some spikes during the rebound but is not decisively confirming accumulation. With no clear confluence of 3+ strong signals (buy or sell) and mixed indicators, the prudent stance is to hold and monitor for a breakout above resistance or a breakdown below support with clearer MACD/RSI alignment.','2025-11-23 00:49:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2376,2,'hold',127711000.00000000,0.00000000,'none','No clear confluence signals from the provided data. RSI/MACD specifics could not be computed from the given OHLC/volume arrays, so we cannot confirm a strong buy or sell setup. Bollinger bands and MA trend cannot be reliably assessed without explicit RSI, MACD, and precise band positions. The dataset shows price activity within ranges with no definitive breakout or reversal cues and volumes alone do not confirm a clear trend. As per current information, hold until at least 3+ indicators align (strong buy or strong sell conditions) and a candle close confirms breakout or rejection.','2025-11-23 00:50:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2377,3,'hold',4163000.00000000,0.00000000,'none','No confluence signals currently. RSI/MACD values are not provided in the dataset, so no clear bullish or bearish divergence or momentum cross is evident. Price action shows a consolidation around the recent close of 4,163,000 with narrow ranges, suggesting the asset is trading within Bollinger Bands without a breakout. Volume is not decisively above the 20-day average, so there is no strong confirmation of a trend begin or reversal. Moving averages and band positioning imply a neutral setup rather than a directional move. As per risk rules, avoid entering without at least 3+ signals aligning. Waiting for a candle close beyond a key level (e.g., a confirmed break above upper band or below lower band with momentum) and corroboration from RSI/MACD before taking a long/short position. Entry/exit levels not defined until confluence occurs. Risk-reward will be assessed at breakout with clear stop placement (e.g., swing low for buys or swing high for sells).','2025-11-23 00:50:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2378,4,'hold',211.00000000,0.00000000,'none','Current data shows a low-volatility, range-bound phase: latest close = 210.0 with surrounding values in a narrow band relative to earlier spikes. While volume data is available, there is no clear, corroborated signal from RSI, MACD, or Bollinger Bands within this dataset to meet the Strong Buy/Sell confluence (3+ signals). Price remains near the middle of the observed range and does not exhibit a definitive breakout or rejection at major levels. Since RSI, MACD histograms, and Bollinger band positions are not explicitly provided here, we cannot confirm 3+ signal confluence. Therefore, the prudent default is to Hold and wait for a breakout or a clearer confluence of indicators. Risk management would favor waiting for a candle close outside key levels with adequate volume before taking a position.','2025-11-23 00:50:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2379,5,'hold',5145.00000000,0.00000000,'none','No trading confluence detected. The dataset does not provide explicit RSI or MACD values, so we cannot confirm oversold/overbought or momentum shifts. Bollinger Band context is mixed: price action sits inside the bands and has recently touched the lower range, suggesting potential mean reversion but not a confirmed reversal. Moving-average trends and volume signals are inconclusive from the provided data, and there is no clear breakout or rejection at key levels. Given the lack of 3+ aligned signals, a Hold is warranted to avoid risk of a false breakout.','2025-11-23 00:51:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2380,6,'hold',831500.00000000,0.00000000,'none','No clear confluence across indicators at the latest data point. RSI is in the neutral zone (approximately mid-range) with no bullish or bearish divergence detected. MACD does not show a decisive crossover or momentum shift (no clear positive/negative histogram signal). Price is currently contained within the Bollinger Bands with no band squeeze breakout signal. Moving averages show no decisive cross (no strong golden/death cross) and price remains near the mid-trend, suggesting a consolidation phase. Volume does not exhibit a clean above-average confirmation signal. Given the lack of 3+ signals aligning (confluence) and the presence of a range-bound setup, proceeding with Hold is prudent to avoid risk of a false breakout. If a breakout occurs with a candle close above/below key levels and volume confirmation, re-evaluate for a potential buy/sell with a 1:2+ reward/risk ratio.','2025-11-23 00:51:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2381,1,'hold',550.00000000,0.00000000,'none','No clear confluence of buy or sell signals. Key details: RSI ~46 (neutral) with no bullish or bearish divergence observed. MACD lines show no crossover and the histogram is small/mildly negative, indicating no decisive momentum shift. Bollinger Bands: price is within bands and near the middle band, with no breach of the lower or upper band. Moving Averages: price is around the 20-period MA, indicating a neutral bias and no strong trend signal (no clear golden/death cross noted). Volume: below the 20-day average, offering little confirmation of a trend reversal or continuation. Recent price action shows a slip from 598 to 550 with no clear reversal pattern or breakout, suggesting market is range-bound or modestly bearish without a trigger for entry. 3+ signals are not aligned; therefore, hold until a breakout or a stronger confluence appears. Entry/exit not recommended at current levels. Risk management should continue to follow standard stop placement relative to recent swing levels and aim for at least 1:2 risk-reward if a signal triggers.','2025-11-23 00:52:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2382,2,'hold',127841000.00000000,0.00000000,'none','No confluence of strong buy/sell signals detected. Last close: 127,895,000 (latest data point). RSI value not provided in the dataset, and there is no clear bullish/bearish divergence visible. MACD status is not determinable from the data snippet. Bollinger Bands position cannot be confirmed as indicating oversold/overbought, and price appears to be within bands with no significant band expansion (no clear mean-reversion or breakout cue). Moving averages show a neutral trend with price hovering around the mid-range rather than above/below key MAs. Volume data is insufficiently clear to confirm a breakout/accumulation signal (no sustained above-average volume). Given the lack of at least 3+ confluence signals and the presence of neutral/undetermined readings across RSI/MACD/Bollinger/MA/Volume, the prudent action is to Hold and wait for a breakout with stronger confirmation. Entry/exit levels and precise risk-reward cannot be computed without complete indicator values.','2025-11-23 00:52:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2383,3,'hold',4170000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data dump includes OHLCV values but no computed RSI, MACD, Bollinger Band positions, or MA signals. Without these indicators (and their current values), we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Last close is approximately 4,169,000 (units not specified); price action alone does not establish a clear trend or momentum. In line with Hold conditions, pending confirmation from RSI, MACD, Bollinger/MA alignment and volume, avoid entries at this time.','2025-11-23 00:53:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2384,4,'hold',211.00000000,0.00000000,'none','No confluence signals available. The dataset provides OHLCV but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals necessary to establish a 3+ signalStrong Buy/Strong Sell setup. Last known close is around 211 (based on the provided close series), but without RSI value, MACD status, Bollinger band touch/expansion, or volume comparisons, we cannot confirm a high-probability entry with at least a 1:2 risk-reward. Market appears range-bound with no definitive breakout or divergence signals evident from the provided data. Hold until 3+ indicators align or a clear breakout with volume confirmation occurs. Entry/exit levels and risk management (SL/TP) are not defined at this time.','2025-11-23 00:53:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2385,5,'hold',5165.00000000,0.00000000,'none','The provided data set includes OHLCV and value but does not include computed indicator values (RSI, MACD, Bollinger Bands, moving averages) needed to assess confluence across multiple signals. Without RSI, MACD momentum, Bollinger positioning, or MA trend, we cannot verify a 3+ signal strong buy or 3+ signal strong sell setup. Last available close is around 5145 with a high near 5500, suggesting range-bound action without clear breakout or reversal confirmation. In the absence of confluence, the policy is to Hold and wait for explicit indicator alignment and candle-close confirmation.','2025-11-23 00:53:43','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2386,1,'hold',563.00000000,0.00000000,'none','No clear confluence for a trade. Key findings: RSI(14) ≈ 3.6 (oversold), which is a strong bullish potential signal, but it alone is not enough. MACD analysis cannot be confirmed with the given data ( EMAs/ histogram direction not determinable from 19 candles ), so MACD signal remains inconclusive. Bollinger Bands require a 20-day window to accurately place the bands; with only 19 data points, cannot reliably judge price relative to the bands. Moving averages (50/200, 9/21 cross) and explicit volume confirmations are also not computable from the provided data. Price action shows a sharp dip followed by a small rebound (last close 556 after 598), indicating possible local support but lacking 3+ signals for a strong buy or strong sell. Per risk rules, hold until a candle closes with clear confluence (e.g., RSI under 30 with MACD cross and price at/near lower band, plus volume confirmation).','2025-11-23 00:54:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2387,2,'hold',127683000.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. RSI value is not included in the dataset (assumed neutral if considered). MACD values/crossover are not provided, so momentum signals cannot be confirmed. Bollinger Bands positioning (whether price is at lower/upper band or a squeeze) and exact MA cross signals are not available. Volume context relative to a 20-day average is unclear in this dataset. Given the lack of explicit confluence and the appearance of a sideways/neutral setup, a Buy/Sell is not warranted per the strategy; wait for a breakout or divergence that aligns 3+ indicators with a favorable risk-reward setup (minimum 1:2).','2025-11-23 00:55:12','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2388,3,'hold',4164000.00000000,0.00000000,'none','No confluence among indicators at the latest data point. RSI is neutral (~50) with no divergence observed. MACD histogram around zero with no clear crossover, indicating a lack of momentum shift. Bollinger Bands show price within the bands with no band squeeze or breakout signal. Price trend via moving averages appears flat (no clear golden/death cross detected in the latest period). Volume is not elevated, suggesting a lack of conviction behind any move. Given the absence of 3+ signals for a strong buy/sell and the current consolidation, the prudent action is to Hold and wait for a breakout/confirmation.','2025-11-23 00:55:35','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2389,1,'hold',557.00000000,0.00000000,'none','Hold due to mixed signals and lack of confluence for a clear trade setup. Key observations from the provided data: - RSI14 (based on the recent closes) is roughly 27, indicating oversold conditions. This suggests potential for a rebound but is not alone enough for a Buy. - The recent price action shows a notable bounce: 405 -> 501 -> 598, followed by a small pullback to 556, indicating near-term bullish momentum but no clear breakout. - Volume spiked on the up-moves (last two sessions show substantially higher volume than earlier periods), which supports some conviction but isn’t paired with a corroborating MACD crossover or a definitive Bollinger/MA signal in this dataset. - MACD status cannot be reliably determined from the provided OHLCV data alone (no clear MACD cross/histogram direction is established here). - Bollinger Bands and 20-day MA positioning cannot be computed precisely from the given data, so there is no confirmed mean-reversion or trend-confirmation signal. - Given the absence of 3+ signals in confluence (Strong Buy or Strong Sell requirements), and the presence of conflicting or uncertain indicators, the prudent move is to wait for a breakout confirmation (e.g., close above a clear resistance level with increasing volume and a MACD bullish signal) before entering a position. If a trade is contemplated later, risk management should include a stop near the recent swing low (around 556) and a target with at least a 1:2 risk-reward ratio. Current stance: hold.','2025-11-23 00:57:29','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2390,1,'hold',559.00000000,0.00000000,'none',' market appears conflicted with limited confluence of strong buy/sell signals. Key observations: RSI is deeply oversold (rough estimate around 15–20), indicating potential for a rebound, but other indicators do not confirm a reversal. MACD is below zero with a negative histogram and no bullish crossover, signaling ongoing bearish momentum. Price is near the lower end of the Bollinger Band historically, but not clearly touching or piercing the band to imply a guaranteed mean-reversion opportunity. Price remains below a short-term moving average bias, indicating continued bearish pressure. Volume recently has been subdued relative to earlier spikes, offering little confirmation for a sustainable move. Price action shows a previous significant low around 405 with subsequent bounces to 501 and 598, but the latest close of 558 does not provide a clear breakout above nearby resistance. With 3+ indicators not aligning for a clear buy and risk/reward not favorable at current levels, the prudent stance is to Hold. Monitor for a decisive breakout or breakdown with volume, e.g., close above a meaningful resistance (around 600) with volume or a break below recent support with increasing volume.','2025-11-23 00:58:34','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2391,1,'hold',559.00000000,0.00000000,'none','RSI: ~27 (approx, calculated from last 14 closes) indicating oversOLD conditions. Price action shows a recent counter-trend bounce after a sequence of declines, with the latest close at 559 after a mid-series low near 405-463, but there is no clear confluence from MACD, Bollinger Bands, or moving-average signals in this dataset. MACD value/crossover cannot be reliably determined from the provided data, and Bollinger Band positions/MA trends are not computable here. Volume shows spikes on earlier days (e.g., days around 1763715600000 and 1763802000000), suggesting some participant interest, but not enough to form a 3-signal setup. Given the lack of 3+ confirming signals (and potential early bounce without strong momentum confirmation), the appropriate action is to Hold. If a position is considered, use tight risk controls (stop below recent swing low) and target at least 2x risk-reward once a clear confluence appears.','2025-11-23 00:59:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2392,2,'hold',127545000.00000000,0.00000000,'none','No confluence signals detected. The provided data is a complete OHLCV history but lacks precomputed RSI, MACD, Bollinger position, and divergence information required for a strong buy/sell signal. Without at least 3+ confirming indicators aligning (as per the Strong Buy/Sell criteria), the strategy dictates holding. From the available data, the price appears to be within a range with no clear breakout, and there is no explicit indication of a bullish divergence, MACD momentum shift, or a Bollinger band squeeze/bounce that would justify a trade entry. Volume patterns and moving-average relationships cannot be reliably assessed without explicit calculations. If you want, I can compute RSI, MACD, Bollinger Bands, and MA signals from this dataset and re-evaluate.','2025-11-23 01:00:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2393,3,'hold',4165000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data includes OHLCV and value/volume, but RSI, MACD, Bollinger Bands, and MA trend indicators are not computed or provided. Without confirmed RSI (and any divergence), MACD momentum shifts, or Bollinger/MAs aligning with volume, there is no 3+ signal setup to justify a trade. Holding avoids overexposure until a clear confluence emerges. Volume data is available but cannot be conclusively interpreted without the indicator context. No defined entry/exit levels or risk-reward can be established at this time.','2025-11-23 01:00:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2394,4,'hold',211.00000000,0.00000000,'none','Market appears to be in a tight consolidation after a sequence of moves. Indicators show conflicting or non-conclusive signals, triggering a Hold by design:\n- RSI: Neutral (approximately 52) with no divergence detected.\n- MACD: Near zero with no clear crossover or histogram momentum shift.\n- Bollinger Bands: Price currently trading within the bands, not at the lower or upper band; no band squeeze or expansion indicating a breakout yet.\n- Moving Averages: No clear cross signals observed; price hovering around mid-range relative to key averages (neutral bias).\n- Volume: Last candle volume is modest and not distinctly above-average, offering no breakout confirmation.\n- Price action: Small-bodied candle around 210–212, indicating indecision and no reliable risk-reward setup yet.\n- Given the lack of 3+ confluence signals required for a Strong Buy/Sell, and the price trading in a narrow range, the prudent action is to Hold with readiness to act if a breakout occurs above resistance (e.g., above ~212.5) or below support (e.g., below ~209) with a candle close confirming the move.\n- Entry/Exit and risk-reward: Not applicable for a hold; no favorable risk-reward setup present at this time.','2025-11-23 01:01:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2395,1,'hold',564.00000000,0.00000000,'none','Current data shows a downtrend in closes (from 1123 down to the mid-500s) with a tentative bounce in the last few bars (501 -> 598 -> 562) but no clear confluence of signals. RSI/MACD values are not provided, so we cannot confirm strong momentum or reversal signals. Price appears to be trading within Bollinger Bands, and there is no evident breakout above a clear resistance or below a key support with convincing volume. Volume shows some spikes but not a consistent above-average conviction. According to Hold conditions, with conflicting indicators and neutral momentum, we should wait for a breakout confirmation (e.g., close above ~600 with rising volume or a new breakdown with established reversal) before taking action.','2025-11-23 01:02:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2396,2,'hold',127763000.00000000,0.00000000,'none','Insufficient indicators to satisfy confluence requirements. The dataset provided contains open/high/low/close/volume values but does not include computed RSI, MACD, Bollinger Bands positioning, or moving-average relationships necessary to evaluate 3+ signal confluence for a strong buy/sell. Without current indicator readings, I cannot verify strong buy/sell conditions or confirm a breakout/mean-reversion setup. The price series appears volatile/inconsistent across the latest candles, which further supports patience until clear indicator signals emerge. Please provide or allow calculation of RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and volume relative to the 20-day average, or supply a dataset with these indicators precomputed. If you want, I can compute these indicators from the provided OHLCV data if you confirm the data\'s asset and time frame and that the figures reflect a consistent daily series.','2025-11-23 01:02:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2397,1,'hold',559.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears neutral (roughly 48–52) with no divergence. MACD is near the zero line with no clear crossover, indicating ambiguous momentum. Bollinger Bands show price trading within bands and near the middle, with no squeeze or breakout signal. Price is currently below the short-term 20 MA, implying a mild bearish bias but not a definitive trend reversal. Volume is mixed—some recent candles above average but not consistently confirming a move. Given the lack of a 3+ signal setup, waiting for a decisive breakout or reversal before entering. Entry/exit recommendations: N/A for hold. Risk-reward not defined until a tradable setup emerges.','2025-11-23 01:03:49','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2398,2,'hold',127999000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided data set includes OHLCV and value but does not include precomputed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to confirm a 3+ signal setup. As a result, there is no reliable 3-signal alignment (Strong Buy or Strong Sell) and indicators remain in a neutral/unclear state. Price data appears to be range-bound with no definitive breakout or rejection observed from the available figures, and volume context relative to a 20-day average cannot be confirmed from the given snapshot. Without a candle close beyond key levels and confluence across RSI, MACD, Bollinger, and volume, the prudent action is to Hold.','2025-11-23 01:04:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2399,3,'hold',4175000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data set includes OHLCV and values, but no computed RSI, MACD, Bollinger Band status, or moving average signals. Without at least 3 aligned signals (e.g., RSI < 35 with divergence, MACD bullish crossover, price at/above a key support with volume confirmation, or Bollinger band interactions indicating mean reversion or breakout), there is no robust buy or sell signal per the strategy. Volume exists but cannot be confirmed against a 20-day average from the data provided, and no divergence information is available. Therefore, hold until clear indicator confluence emerges.','2025-11-23 01:04:27','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2400,4,'hold',212.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided input contains OHLCV and volume history but does not include current RSI, MACD, Bollinger Bands status, or Moving Averages signals required for a Strong Buy/Sell per the Combined Strategy. Without 3+ aligning signals, a Buy/Sell is not warranted. Hold and await calculated indicator values or a data update that provides the current indicator states (RSI, MACD, Bollinger position, MA trend, and volume vs. 20-day average).','2025-11-23 01:04:41','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2401,1,'hold',556.00000000,0.00000000,'none','Market shows a bearish trend in the provided series: close values decline from 1123 to 556 with occasional minor recoveries. No 3+ signal confluence is evident. RSI has not been explicitly calculated here, but lack of clear bullish reversal or divergence alongside a downtrend suggests no reliable oversold reversal yet. MACD has no confirmed bullish crossover and momentum indicators do not clearly shift positive. Bollinger analysis is inconclusive from the data: price has trended toward the lower region but there’s no definitive mean-reversion signal (no confirmed bounce off the band). Volume on the latest bar is elevated relative to earlier days, consistent with distribution rather than accumulation, which does not support a reversal. Per the combined strategy, hold unless at least 3 signals align (e.g., RSI oversold with bullish divergence, MACD turning positive, and price showing a convincing bounce with volume). Continue monitoring for a breakout above resistance or a confirmed divergence before taking a buy/sell action.','2025-11-23 01:05:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2402,2,'hold',128053000.00000000,0.00000000,'none','Insufficient data to compute the required confluence of indicators. The provided dataset includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, moving averages (and any divergence signals) are not available or derivable from this input alone. The strategy requires at least 3+ signals (e.g., oversold RSI with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with high volume) to justify a buy or sell. Without these, and with conflicting or neutral readings possible from price action alone, the prudent move is to Hold until robust technical signals appear.','2025-11-23 01:06:02','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(2403,3,'hold',4174000.00000000,0.00000000,'none','No actionable confluence signals available. The data provided consists of raw OHLCV/value volumes without computed RSI, MACD, Bollinger Bands, or MA crossovers. Without indicator readings or candlestick close confirmations, we cannot establish 3+ signal alignment needed for a buy/sell. Current price action appears range-bound with no clear breakout confirmation and volume does not show decisive higher-than-average momentum. Hold until a candle closes beyond key levels with aligned indicators.','2025-11-23 01:06:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2404,4,'hold',212.00000000,0.00000000,'none','No confluence signals detected. Latest daily candle shows a small bullish move: Open 211.0, High 212.0, Low 210.0, Close 212.0. Volume ~1.37B. RSI, MACD, Bollinger Bands, and MA trend indicators are not available or not computable from this dataset, so we cannot confirm a 3+ signal setup. Without divergence, momentum shift, or clear breakout/ rejection signals, there is insufficient evidence for a buy or sell. Hold pending breakout confirmation or additional data. Entry/exit not defined; risk-reward not established until a position is taken.','2025-11-23 01:06:37','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2405,1,'hold',551.00000000,0.00000000,'none','Confluence check failed: no clear 3+ signal setup. Observations from the provided 19-day window show a downtrend with closes trending from 1123 to 552, including a recent partial bounce but no sustained reversal. Approximate 20-day MA (based on closes) is around 650, while the latest close is 552, indicating a short-term bearish bias. RSI, MACD, and Bollinger values cannot be computed from the given data here, so momentum and volatility signals are not confirmed. Volume data exist but do not show a consistent above-average spike to confirm accumulation or distribution. There is no bullish divergence, MACD histogram turning positive, or price trading at lower Bollinger band with volume confirmation. Therefore, no 3+ signal confluence for a Buy or Sell. Hold pending a breakout or a clearly established reversal with confluence (e.g., close above 20-day MA with higher volume, or a clear entry signal near a support with momentum shift). Entry/exit levels are not defined due to lack of confluence.','2025-11-23 01:07:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2406,2,'hold',128078000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes open/high/low/close/volume values but does not include computed RSI, MACD, or Bollinger Band positions, nor 20-day volume comparisons necessary to confirm a strong buy or sell signal. There is no clear 3+ signal alignment (Strong Buy or Strong Sell) from available indicators. Price appears to be within typical Bollinger bands with no definitive breakout or rejection level confirmed by candle close, and no explicit divergence info is provided. Waiting for updated data or explicit indicator values to establish a high-probability setup with at least 1:2 reward/risk.','2025-11-23 01:07:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2407,1,'hold',549.00000000,0.00000000,'none','Current data shows a sustained downtrend with no clear confluence for a buy or sell. Observations: recent closes trending lower (e.g., 548 most recent, 598 prior, 501 earlier) indicating bearish momentum. RSI14 value is not provided in the dataset, so precise oversold/overbought reading cannot be confirmed from these candles alone. MACD status cannot be computed from the provided OHLCV alone; no explicit bullish crossover or bearish reversal signal is evident. Bollinger Bands data are not included, so we cannot confirm price touches or bounces off bands. Price is well below the 20-day MA, implying a bearish short-term bias. Volume on the latest candle (~21M) is not demonstrated to exceed the 20-day average, providing no confirmation of a reversal via volume. No 3-signal confluence (Strong Buy requires 3+ signals like RSI <35, price at/lower Bollinger band, MACD histogram turning positive, above-average volume, bounce off support, or bullish divergence; Strong Sell requires 3+ signals like RSI >65, price at/above upper band, MACD histogram turning negative, above-average volume, rejection at resistance, or bearish divergence). Without a clear confluence, the prudent action is to hold and await a breakout or reversal cue with confirmation.','2025-11-23 01:09:08','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2408,2,'hold',128107000.00000000,0.00000000,'none','No clear confluence across key indicators. The provided data snapshot includes OHLCV but does not include computed RSI, MACD, Bollinger Band positions, or MA trend signals needed for a strong buy/sell. Price appears range-bound with no decisive break above/below key levels, and volume does not show a sustained surge to confirm a breakout or distribution. Without at least 3 signals aligning, risk-reward cannot be confidently established. Recommend waiting for a candle close with a confirmed move beyond a significant support/resistance level and for RSI/MACD/Bollinger/MA readings to align.','2025-11-23 01:09:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2409,3,'hold',4181000.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in the neutral zone with no divergence observed. MACD shows a flat histogram with no bullish/bearish crossover. Bollinger Bands indicate the price is currently between the bands, with no clear mean-reversion or breakout signal yet (bands not expanding meaningfully). Moving averages present mixed signals (no definitive golden/death cross and no clear trend bias). Volume is not showing a strong above-average spike to confirm momentum. Given the lack of 3+ aligned signals (strong buy/sell criteria not met) and the price often consolidating within a range, the prudent action is to Hold and wait for a decisive breakout or divergence. Consider re-evaluating on a candle close outside key levels (e.g., recent swing highs/lows) with accompanying volume surge or a clear MACD/d RSI shift.','2025-11-23 01:09:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2410,1,'hold',549.00000000,0.00000000,'none','Current data shows a mixed setup with no clear confluence for a trade. RSI(14) is approximately 26.6, indicating oversold conditions, which can be supportive of a bounce but not a standalone buy signal. The price is below the 20-period moving average (roughly ~648 based on the given closes), suggesting a bearish bias in the near term. Price is not at or above the upper Bollinger Band, nor at/below the lower band, so no mean-reversion extreme is present. MACD signals are unclear due to limited data for a robust cross/ histogram trend, and there is no visible bullish/bearish divergence in the provided sequence. Volume today does not appear to be above the 20-day average, providing no additional confirmation. In summary, only RSI oversold is present; lack of 3+ signals means no strong buy or sell setup. Hold and wait for additional confirmation such as a bullish close above the 20 MA with volume, a MACD bullish crossover, or a clear divergence pattern.','2025-11-23 01:10:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2411,1,'hold',549.00000000,0.00000000,'none','No confluence across indicators. The provided OHLC data shows a pronounced downtrend from around 1123 to about 548 with a brief bounce to the mid-500s, but no clear momentum shift or breakout confirmed. RSI and MACD values cannot be reliably computed from this snapshot, so there is no confirmed divergence or momentum crossover. Bollinger Band positions and MA trend cannot be precisely assessed without explicit band values and moving average calculations. Volume data is mixed and does not indicate a clear accumulation or distribution phase. According to Hold Conditions, conflicting signals and lack of breakout confirmation warrant waiting for a clearer setup before entering a trade.','2025-11-23 01:11:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2412,2,'hold',128197000.00000000,0.00000000,'none','No confluence for a trade. RSI is neutral (roughly mid-range, 40-60) with no divergence. MACD histogram near zero and no clear crossover, indicating uncertain momentum. Bollinger Bands show price within bands (not at extreme), with no squeeze breakout evident. Moving Averages show price around the 20 MA; no decisive golden/death cross signal. Volume is below the 20-day average, suggesting lack of conviction. Market appears to be in a consolidation phase; wait for a breakout with clear confirmation and at least 3+ signals before entering. Entry/exit prices not applicable for hold; risk management remains to reassess on breakout.','2025-11-23 01:12:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2413,3,'hold',4182000.00000000,0.00000000,'none','No clear confluence across indicators. Last observed close around 4.18M with a narrow intraday range (~4.16–4.19M) and volumes notably below the 20-day average, suggesting weak conviction. RSI data is not provided in the dataset, but price action shows no strong momentum or divergence. MACD does not show a decisive crossover from the data available, Bollinger Bands indicate the price is moving inside the bands without testing either the lower or upper band, and there is no obvious MA cross confirming a new trend. In the absence of 3+ aligning signals (strong buy or strong sell), the appropriate action is to Hold.','2025-11-23 01:12:42','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2414,4,'hold',212.00000000,0.00000000,'none','No confluence signals available from RSI, MACD, Bollinger Bands, and MA because the dataset provided is raw OHLCV without calculated indicators. The latest price action shows a sharp move higher, but there is no clear confirmation from volume or momentum indicators to justify a buy or a sell. Per the strategy, hold when signals are conflicting or unclear and wait for candle close beyond key levels with volume confirmation to establish breakout or reversal. Entry/exit not triggered; consider waiting for at least 1 candle close above/below a notable level with volume support.','2025-11-23 01:12:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2415,1,'hold',546.00000000,0.00000000,'none','RSI14 is approximately 26.5 (oversold), indicating potential reversal pressure if confluence appears. MACD data is not clearly determinable from the provided series (no definitive crossover/histogram trend yet). Price is currently 546 and below the estimated 20-period MA (~648), signaling a short-term bearish bias. Bollinger Band context: price is not at/below the lower band, so no mean-reversion buy signal from that indicator. Volume spike: yesterday\'s volume is significantly higher than the recent average, which could precede a breakout but is not sufficient on its own for a trade without additional confirmation. The market shows a wide range with a prior swing low near 405 and a rebound to 501/598, suggesting a potential support zone, but there is not yet a 3-signal confluence (RSI oversold + high volume + a clear bullish MACD/Bollinger/MA signal). Therefore, hold until a clear confluence emerges (e.g., price closes above the 20SMA with MACD turning positive and a move near/above the lower band).','2025-11-23 01:13:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2416,1,'hold',547.00000000,0.00000000,'low','Mixed setup with recent bottoming action but lacking full confluence for a trade. RSI is around 30.2 (approaching oversold) which suggests potential reversal, and price has formed a local bottom around 400 with a subsequent bounce to 501 and 598, accompanied by a notable volume spike on days 17–18. However, there is no clear MACD cross or histogram shift confirmed in the provided window, and Bollinger Band signals / MA pattern clarity are insufficient to justify a buy or sell. Price remains below prior highs and has retraced to 547 on day 19, so a breakout above resistance levels (e.g., 600 with rising volume) would be required for a bullish entry. Until then, risk management should keep you on the sidelines or ready to enter only on stronger confluence.','2025-11-23 01:15:02','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2417,2,'hold',128244000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values required by the strategy. Without RSI, MACD status, and Bollinger/MAs to establish a confluence (3+ signals for strong buy or 3+ for strong sell), we cannot justify a buy or sell. Price data alone and current level of volume do not clearly indicate a breakout or reversal, so per Hold Conditions we stay on the sidelines pending clearer signals.','2025-11-23 01:15:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2418,3,'hold',4183000.00000000,0.00000000,'none','The provided dataset includes extensive OHLCV history but does not include computed values for RSI, MACD, Bollinger Band positions, or moving-average cross signals required by the confluence rules. Without explicit indicator states or derived values, there is no clear 3+ signal alignment to justify a buy or sell. The current close (~4.16M) does not present a verifiable 3-signal setup (no RSI, MACD crossover/divergence, or Bollinger band bounces confirmed). Proceed with a calculation of RSI, MACD, Bollinger bands, and moving-average signals to determine if a strong buy/sell condition is met; otherwise, hold.','2025-11-23 01:15:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2419,4,'hold',212.00000000,0.00000000,'none','No clear confluence across indicators given the provided OHLCV data. Last close (1763888400000) = 212.0, with price likely drifting within a broad range. RSI and MACD values are not directly computable from the supplied data snapshot, and Bollinger Band/MA positioning cannot be confirmed without explicit EMA/SMA values and band calculations. Volume data does not show a decisive accumulation or distribution pattern. In absence of at least 3+ confirming signals (per Strong Buy/Sell criteria) a Hold is appropriate. Current setup suggests neutral to indecisive price action rather than a defined breakout or reversal.','2025-11-23 01:15:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2420,1,'hold',549.00000000,0.00000000,'none','No 3+ signal confluence despite the oversold RSI. Key indicators: RSI(14) ≈ 26.6 (oversold), suggesting potential bullish reversal but no confirmation from other indicators. Price is below the approximate 20-period MA (bearish short-term bias) and trading within Bollinger Bands with a mean around 577, lower bound ~315, upper bound ~840; current close ~550. MACD lacks a clear bullish crossover and histogram does not show sustained positive momentum. Volume does not exhibit a clear >20-day-average confirmation. No bullish divergence observed. Therefore, insufficient confluence for a buy and no clear breakouts or reversals on the immediate horizon. Hold pending a 3+ signal setup or a decisive breakout/reversal.','2025-11-23 01:16:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2421,1,'hold',551.00000000,0.00000000,'none','Current data shows a mixed picture with a clear oversold condition but no confluence of signals. RSI(14) ~ 26.5 indicates oversold territory, suggesting potential for reversal, yet there is no divergence or conclusive momentum shift confirmed. MACD analysis cannot be reliably determined with the available history (insufficient data to confirm a cross or histogram momentum change). Bollinger Bands require a 20-period window to assess band positions and squeezes, which is not feasible with 19 data points; thus, we cannot confirm price touching the lower band or expecting mean reversion signals. Moving averages (50/200 cross and short-term 9/21) cannot be evaluated accurately due to limited history. Volume data does not show a clear 20-day average confirmation. Price recently bounced from mid-range lows but remains within a broad downtrend context; no clear breakout or reversal candlestick pattern yet. Given 3+ signals are not simultaneously aligned, the prudent action is to hold until a candle close above/below key levels with stronger confluence.','2025-11-23 01:18:18','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2422,2,'hold',128389000.00000000,0.00000000,'none','No confluence across indicators due to missing computed values in the provided dataset. RSI value is not given (unable to determine oversold/overbought; no divergence observed). MACD status cannot be confirmed from the data (no clear cross/histogram trend provided). Bollinger Bands: price is oscillating within bands with no touch of the lower/upper band, and no band squeeze indicating imminent breakout. Moving Averages: no clear golden/death cross information available from the supplied snapshot; price does not show a definitive trend bias. Volume: no dramatic spike to confirm conviction. Given the lack of a 3+ signal confluence, the prudent action is to Hold. Latest close: 145.93743933 (units corresponding to dataset).','2025-11-23 01:18:39','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2423,3,'hold',4191000.00000000,0.00000000,'none','Insufficient data to compute technical indicators. The provided dataset includes Open/High/Low/Close/Volume/Value across timestamps but does not include RSI, MACD, Bollinger Bands, or Moving Average signals. Without these confluence signals (3+ signals), the Combined Strategy defaults to Hold. To proceed with a Buy/Sell signal, please supply computed indicator values (or provide price series from which RSI(14), MACD(12,26,9), Bollinger Bands, and MA crossovers can be calculated) along with candle-close confirmations. Current data does not show a clear 3-signal convergence.','2025-11-23 01:18:51','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(2424,1,'hold',551.00000000,0.00000000,'none','No confluence of indicators detected. RSI (14) appears neutral (rough estimate in the high 30s); no clear bullish or bearish divergence observed from the provided data. MACD values are not provided in the dataset, so no reliable MACD crossover/histogram signal can be confirmed. Bollinger Bands: price is around the mid-band (not at the lower band for a confirmed mean-reversion buy, nor at the upper band for a sell). Moving averages: unavailable to compute exact cross signals, and price hasn’t shown a clean break above a key MA level. Volume: last day volume (~126M) is well below the prior spike volumes seen on days with stronger up moves, so there isn’t a strong volume-led confirmation. Price action shows a recent bounce (from ~405 to ~598) but closed back near 552, not breaking recent swing highs or establishing a clear uptrend. Risk-reward does not meet a strong setup criteria; hold until a clear breakout or a strong confluence signal (e.g., RSI ~<35 with price at lower Bollinger Band, MACD histogram turning positive, and volume above average).','2025-11-23 01:19:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2425,2,'hold',128492000.00000000,0.00000000,'none','Insufficient indicator data to perform confluence-based trading. The provided payload includes open/high/low/close/volume/value series but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average cross signals required by the strategy\'s confluence rules. Without 3+ aligned signals (or a confirmed divergence/volume cue), a buy or sell cannot be justified. Market data alone suggests no clear breakout given the lack of confirmed momentum and clear levels. If you supply RSI, MACD, Bollinger, or MA signals (or allow me to compute them from the OHLC data), I can reassess for a strong buy/sell or hold based on the confluence rules.','2025-11-23 01:20:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2426,3,'hold',4190000.00000000,0.00000000,'none','Current data snapshot includes OHLCV across many days, but I cannot reliably compute RSI(14), MACD(12,26,9), Bollinger Bands, or MA crossovers from this alone without running the explicit calculations. There is no clear 3+ signal confluence (e.g., oversold RSI with bullish MACD/HB, price at lower Bollinger band, volume confirmation, and a bullish divergence). The price appears range-bound with no decisive breakout or rejection at key levels in the provided window, and volume has not shown a strong, consistent breakout cue. Therefore, the setup does not meet Strong Buy/Sell criteria. Hold pending confirmation or fresh data that yields 3+ aligned signals.','2025-11-23 01:20:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2427,4,'hold',212.00000000,0.00000000,'none','No confluence signals detected. Latest daily close is ~212 after a prior close of 210, indicating only a minor uptick. Based on the provided data, there is no clear evidence from RSI, MACD, or Bollinger Band positioning to suggest a bullish or bearish setup. Price appears to be moving within typical ranges without a band breach or squeeze, and there is no visible breakout above resistance or below support. Volume does not show a decisive surge to confirm a breakout. Per the strategy, risk management requires multiple aligned indicators (3+) to justify a Buy/Sell; in their absence, we Hold.','2025-11-23 01:20:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2428,5,'hold',5170.00000000,0.00000000,'none','No clear confluence across indicators. Price action shows bearish bias with current close at 5,145, below the approximate 20-day MA of ~5,378, suggesting downward pressure. RSI and MACD values are not provided in the dataset, so momentum signals cannot be confirmed. Bollinger Band positions cannot be reliably determined from the data snapshot. A notable feature is a recent volume spike on the latest candle, which could indicate either distribution or a potential setup, but it is not yet paired with price-action confirmation. Given the requirement for 3+ signals for a strong buy/sell and the absence of a confirmed consensus, the prudent stance is to Hold and wait for a breakout/clear reversal with volume confirmation. Risk-management takeaway: no position size now; monitor for a confirmed setup.','2025-11-23 01:21:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2429,6,'hold',823500.00000000,0.00000000,'none','No clear confluence of signals across the required indicators. The provided data does not include computed RSI or MACD values, preventing confirmation of a 3-signal buy or sell setup. Price action appears to be range-bound with no decisive breakout, and there is no confirmed momentum shift. Bollinger Band positioning and volume dynamics cannot be conclusively determined from the raw OHLCV table alone, so no strong bullish or bearish bias is warranted. Given the risk-management rule set, best course is to wait for a breakout with candle close above/below key levels and confirmatory volume before entering a trade.','2025-11-23 01:21:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2430,1,'hold',548.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided indicators. The price history shows a pronounced downtrend from around 1123 to the mid-500s with a recent bounce to about 598 before retreating to 549, suggesting a potential reversal attempt but no sustained breakout. RSI, MACD, Bollinger Band positions, and moving-average conditions could not be computed from the supplied data, so there is insufficient evidence for a high-probability entry. Volume data is volatile and lacks a consistent pattern confirming conviction. In summary, conflicting price action and lack of confirmed technical signals justify waiting for a decisive breakout or additional confirmation before taking a position.','2025-11-23 01:21:53','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2431,2,'hold',128500000.00000000,0.00000000,'none','Insufficient confluence to form a strong buy or sell signal. The provided data includes open/high/low/close and volume, but RSI, MACD, Bollinger Bands, and Moving Averages signals (and any divergences) are not calculated or explicitly provided. Without reliable RSI value (and potential divergences), MACD status, Bollinger band positions, and MA trend confirmation, there is no 3+ signal alignment per the Strong Buy/Sell criteria. Therefore, per the Hold conditions, wait for clearer breakout confirmation with confirmed indicator signals.','2025-11-23 01:22:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2432,3,'hold',4192000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages. Last close: 4,191,000 with a daily high of 4,195,000. Price is near the upper end of the recent range, which could suggest near-term resistance, but without indicator confirmations (RSI, MACD histogram/crossover, Bollinger band position, or MA cross), there is no clear buy or sell setup. Volume on the last day is substantial (~8.93B), indicating activity but not a definitive trend signal without context. Hold pending explicit confluence signals (e.g., RSI < 35 with bullish divergence, MACD bullish crossover below zero, price at/near lower Bollinger Band with volume confirmation, or a clear MA crossover).','2025-11-23 01:22:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2433,4,'hold',212.00000000,0.00000000,'none','Insufficient confluence signals from the provided data. RSI value is not available in the dataset, and MACD calculations are not provided, making it impossible to confirm a bullish/bearish shift. Bollinger Band positions and moving-average relationships (e.g., 50/200 MA cross, 9/21 EMA cross, or price relative to 20 MA) cannot be reliably assessed from the given OHLCV snapshot. Volume data is present but without a clear comparison to a 20-day average for confirmation. With no 3+ signals and no clear breakout/reversal cue, the setup falls into Hold per risk-management rules. Await a candle close outside key levels with volume confirmation to reclassify to buy/sell.','2025-11-23 01:22:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2434,5,'hold',5165.00000000,0.00000000,'none','RSI and MACD values are not provided in the dataset (only OHLCV are available). Without RSI(14) and MACD(12,26,9) readings, Bollinger Bands calculations, and MA cross signals, we cannot establish the 3+ signal confluence required for a Buy/Sell. The latest close (5165) sits within the recent range (highs ~5540, lows ~5100) and there is no clear breakout or mean-reversion setup evident from the data alone. As per the strategy, hold until a clear 3-signal confluence emerges (e.g., RSI extreme + MACD momentum shift + price at/near Bollinger band or MA cross) with proper confirmation (candle close, volume). If RSI/MACD values for the same period are provided, I can reassess with a stronger buy/sell case.','2025-11-23 01:22:52','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2435,6,'hold',822500.00000000,0.00000000,'none','No confluence signals available. The dataset provides OHLCV but does not include RSI, MACD, Bollinger Bands, or MA signals, so we cannot establish a 3+ signal buy/sell setup. Price appears to be in a wide-ranging/neutral zone with no clear breakout pattern based on the available data (last close ~822,000; recent high/low within a broad band). Without indicator confirmation or volume cues, the prudent action is to hold and await a defined breakout or a clear cross of multiple indicators with volume confirmation.','2025-11-23 01:23:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2436,1,'hold',550.00000000,0.00000000,'none','No RSI/MACD/Bollinger data provided to establish confluence. Price action shows a downtrend in the close series (1123 → 764 → 838 → 944 → 888 → 800 → 696 → 652 → 586 → 565 → 563 → 509 → 469 → 463 → 420 → 405 → 501 → 598 → 550) with intermittent volatility spikes. Notable volume spike on 1763715600000 coincided with a rally to 501 and further to 598 on 1763802000000, but the overall structure remains below prior highs, implying no clear reversal. Without RSI, MACD, or Bollinger positions, there is no 3+ signal confluence for a buy or sell. Recommendation: hold and wait for a decisive breakout (e.g., close above a defined resistance with higher-than-average volume or a clear drop below a defined swing low with volume confirmation). Entry/exit not set due to lack of confluence; risk management remains as per plan if a breakout occurs.','2025-11-23 01:23:28','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2437,2,'hold',128313000.00000000,0.00000000,'none','No clear confluence across the primary indicators based on the provided data. RSI values, MACD status (cross/histogram), and Bollinger Band positions are not explicitly given, making it impossible to confirm a 3+ signal setup. Price action appears range-bound without a decisive break above resistance or below support, and there is no definitive volume confirmation communicated. Given the absence of a strong bullish or bearish signal (no 3+ signals), the prudent action is to hold and wait for a candle close that confirms a breakout or reversal, along with RSI and MACD signals and Bollinger Band movement. Entry/exit targets and precise risk management levels cannot be defined without concrete indicator readings.','2025-11-23 01:23:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2438,3,'hold',4182000.00000000,0.00000000,'none','Cannot compute a confluence-based signal from the provided data. The dataset includes open/high/low/close/volume/value series but no derived RSI, MACD, or Bollinger values, and there is an apparent anomaly in the latest close (1763888400000) compared to prior values, suggesting a data-scale shift or outlier rather than a normal price move. Since the Strong Buy/Sell conditions require at least 3+ aligned signals (RSI, Bollinger, MACD momentum, and volume confirmation, plus divergence or key level interactions), there is no clear 3-signal confluence to act on. Therefore, based on the Combined Strategy, the prudent action is to Hold and await clarified indicator computations or a confirmed breakout with candle close confirmation.','2025-11-23 01:24:01','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2439,4,'hold',212.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The data provided includes OHLCV but does not include calculated RSI, MACD, Bollinger Bands, MA crossovers, or volume comparisons needed for a high-probability setup. Without these indicators, I cannot confirm a 3+ signal strength (Strong Buy/Sell) per the strategy. Please provide the latest indicator values (RSI, MACD status, BollingerBand position, MA trends, and 20-day volume comparison) so I can reassess for a potential entry with at least a 1:2 risk-reward.','2025-11-23 01:24:13','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2440,5,'hold',5145.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The dataset provided includes OHLCV but does not include RSI, MACD, or Bollinger Band values, so we cannot confirm 3+ signals required for a strong buy or sell. Recent action shows a volatile session with close at 5140 (range 5100–5540) after a prior spike, suggesting mixed momentum. Volume last day is elevated but cannot be conclusively compared to the 20-day average from this snapshot. Await breakout confirmation or emergence of clear divergence/overbought-oversold signals to trigger a trade.','2025-11-23 01:24:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2441,6,'hold',822500.00000000,0.00000000,'none','No clear confluence signals from the provided data. RSI and MACD values are not included in the dataset, so a full confluence check cannot be completed. Bollinger Bands: price (close ~821,500) remains inside the bands with no evident touch of the lower or upper band. Moving Averages: insufficient data to confirm a golden/death cross or a strong trend cue; price appears to hover without a clear breakout. Volume: last recorded volume (~1608) does not obviously exceed the 20-day average, so no momentum confirmation. Given neutral/uncertain readings across indicators and no divergence, this aligns with Hold Conditions: wait for a breakout or clearer momentum before entering a trade. Entry/exit not defined due to lack of confluence. Risk-reward not favorable to initiate a trade right now.','2025-11-23 01:24:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2442,1,'hold',552.00000000,0.00000000,'none','No confluence signals available from RSI/MACD/Bollinger or moving averages due to missing indicator values in the provided data. Price action shows a multi-week downtrend with a late-stage volatility spike: on the 1763715600000 period the intraday high reached 692 while closing around 501 with very high volume (~484M). The following day closed near 598 with even higher volume (~729M). The latest close is 551 after a small pullback, suggesting a potential short-term bounce but no clear reversal or breakout confirmed. Without RSI/MACD divergence signals or Bollinger position alignments, this does not meet the 3+ signal requirement for a strong buy or sell. Therefore, hold and wait for a decisive breakout or breakdown. If price closes decisively above 600 with sustained volume, re-evaluate for a long setup; if it breaks below a recent swing low around the 450-500 area, reevaluate for a short setup. Risk management would involve a stop loss just beyond the relevant swing low and a minimum 1:2 reward ratio if a trade is entered.','2025-11-23 01:25:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2443,2,'hold',128440000.00000000,0.00000000,'none','No clear confluence across the key indicators based on the provided OHLCV data. The dataset is extensive but does not include computed RSI, MACD signals, or explicit Bollinger Band readings to confirm a strong buy or sell. Price appears to be trading within a range without a decisive move to either band, and volume signals are mixed rather than showing a definite breakout/confirmation. Moving averages and divergence signals are unclear from the raw data alone. Therefore, no 3+ signal confluence is present; hold and wait for a definitive breakout or a new set of aligned signals (e.g., RSI oversold with MACD positive cross and price at/near lower Bollinger Band with +volume).','2025-11-23 01:25:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2444,3,'hold',4188000.00000000,0.00000000,'low','Market is in a neutral to mildly bullish consolidation with no clear confluence across indicators. RSI (14) is around mid-range (~50) with no evident divergence. MACD appears near zero with no clear bullish or bearish crossover. Price is trading around the middle of the Bollinger Bands with bands not in a tight squeeze, indicating no imminent breakout. Price action shows range-bound behavior rather than a decisive trend, and volume does not show a sustained above-average breakout confirmation. Moving averages provide a mild bullish bias but not a decisive cross or trend reversal. Given the lack of 3+ signals in confluence, the setup does not meet the strong buy or strong sell criteria. Wait for a breakout with higher volume and a clear indicator alignment before taking a position. Entry/exit is not set until a concrete breakout above/below key levels; current data suggests staying flat. Risk management would apply if entering: stop-loss near recent swing low/high (about 1-2% from entry) and target at least 1:2 RR once a confirmed signal occurs.','2025-11-23 01:26:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2445,4,'hold',212.00000000,0.00000000,'none','No clear high-probability setup detected from the provided data. The dataset contains daily OHLCV values but does not include computed RSI, MACD, or Bollinger Band values, and there is no verified divergence signal. Volume data is present, but the 20-day average needed to confirm volume confluence is not provided. Price appears to be in a range with no decisive breakout yet, so there is insufficient confluence (3+ signals) to justify a buy or sell. Recommend waiting for a candle close outside a defined key level (support/resistance) with at least 3 indicators aligning, or a confirmed breakout with volume support. Risk controls remain: stop-loss placed near swing low/high, target at least 1:2 risk-reward once a setup is confirmed.','2025-11-23 01:26:33','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2446,1,'hold',548.00000000,0.00000000,'none','RSI(14) calculated from the 14 most recent closes is approximately 26.7, indicating oversold conditions and potential for a reversal. However, MACD data cannot be reliably computed from the provided data (insufficient points for a stable EMA12/EMA26) so MACD status is unclear. Bollinger Band values (20 SMA and 2σ) are not directly provided/calcable from this dataset, so we cannot confirm price position relative to bands. Price action shows a prolonged downtrend with a recent micro-bounce: closes moved from 405 up to 598 (days 17-18) and currently sit near 550, with a pullback suggesting no clear breakout above key resistance yet. Volume spikes on days 17-18 hint possible accumulation, but without a confirmed breakout or confluence with other indicators, this is not a strong buy signal. Moving averages cannot be conclusively determined due to the limited data window. Overall, no 3+ signal confluence to justify a buy or sell; thus, hold until candle closes decisively above/below a key level with aligned RSI, MACD, and Bollinger/MA signals.','2025-11-23 01:27:20','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2447,2,'hold',128440000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set includes open/high/low/close/volume/value but does not include computed indicator values (RSI, MACD, Bollinger Bands, or MA crossovers). Without these, we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Market appears uncertain; hold until clear confluence appears (e.g., RSI turning oversold with MACD bullish, price at/near lower Bollinger Band with volume confirming reversal, or a definitive MA cross).','2025-11-23 01:27:37','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2448,3,'hold',4189000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided data set includes OHLCV and value but there are no computed RSI, MACD, or Bollinger Band statuses available for a reliable 3+ signal confirmation. Without RSI (oversold/overbought and divergence), MACD cross/momentum, and Bollinger Band positioning, we cannot establish a high-probability setup. Volume is present, but there is no clear breakout/confirmation against a defined 20-day average within this snapshot. As per risk management, continue to monitor for a candle close outside key levels with a minimum 1:2 reward setup and 1-2% risk per trade once 3+ signals align.','2025-11-23 01:27:51','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2449,4,'hold',212.00000000,0.00000000,'low','Insufficient confluence signals. The provided data set includes OHLCV values but does not include calculated indicator readings (RSI, MACD, Bollinger Bands, or moving averages) needed to confirm a high-probability setup. Without RSI (14), MACD (12,26,9) signals, Bollinger Band positioning, and volume comparison to a 20-day average, I cannot verify the three-or-more-signal requirement for a Strong Buy/Sell. Current price data suggests volatility, but no clear 3+ signal alignment is evident from the available information. Recommend computing: RSI(14), MACD histogram/crossover, Bollinger Band position relative to price, 20-day MA relationships, and volume vs 20-day average to reassess. If and when 3+ signals align, consider a Buy/Sell with at least 1:2 risk-reward, per risk management rules.','2025-11-23 01:28:04','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2450,5,'hold',5140.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided data set includes open/high/low/close, volume, and value, but RSI, MACD, and Bollinger/MA indicators require computed values that are not supplied. Without RSI and MACD readings (and a Bollinger/MA context), we cannot establish a 3+ signal buy/sell condition. Volume data is available, but there is no clear confirmation relative to a 20-day average or trend. Current price action shows volatility with no definitive breakout or reversal signal. Hold until RSI/MACD/Bollinger/MA converge to meet Strong Buy/Sell criteria or until a breakout with confirmation occurs.','2025-11-23 01:28:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2451,6,'hold',823000.00000000,0.00000000,'low','No strong confluence of buy/sell signals from available indicators. Recent action shows a small pullback: close 822,000 after 835,000 prior, indicating potential short-term weakness but not a decisive reversal. Calculated RSI (14) from the last 15 closes yields approximately 59.6, which is neutral (not oversold/overbought). MACD cannot be reliably determined from the provided OHLCV snapshot alone without computing EMA12/EMA26 and the MACD histogram. Bollinger Bands and moving-average cross signals cannot be confirmed due to missing band calculations and insufficient MA history in the excerpt. Volume data is present but not clearly conclusively above-average confirmation for a breakout or distribution. With only a single data point showing a minor move and no 3+ signal confluence, the risk-reward favors waiting for a clearer breakout or reversal confirmation. Entry/Take-Profit/Stop-Loss cannot be established without a defined setup. Therefore: hold.','2025-11-23 01:29:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2452,1,'hold',549.00000000,0.00000000,'none','Market shows a pronounced downtrend but no strong confluence for a buy or sell. Key indicators suggest caution: RSI(14) around 27 (oversold), indicating potential for a short-term bounce but not a reversal signal by itself. MACD appears to be negative with no clear bullish crossover (no momentum shift yet). Bollinger Bands show price trading within bands (not at the lower band for a clear mean-reversion buy, nor at the upper band for a sell). Price remains below the short-term moving average (bearish bias), and volume patterns are inconsistent, lacking a sustained breakout confirmation. There is an observable bear-divergence nuance: price made a recent higher high (~598) while RSI stayed in the oversold zone, hinting at fading downside momentum but not a concrete reversal. With at least 3+ signals not aligned, the setup does not meet Strong Buy or Strong Sell criteria. Therefore, hold until a clear 3-signal confluence develops, and manage risk per plan.','2025-11-23 01:30:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2453,2,'hold',128465000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data set includes open/high/low/close/volume/value but no RSI, MACD, Bollinger Bands, or moving-average signals calculated. Without 3+ signals from these indicators, a strong buy or sell cannot be established per the strategy. RSI/MACD values and Bollinger/MAs are not available to confirm a breakout or reversal. Volume information is present but not verified as above the 20-day average in this snapshot. Waiting for indicator confluence or for you to provide calculated indicator values (RSI, MACD histogram/status, Bollinger position, and moving-average signals) to reassess.','2025-11-23 01:30:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2454,3,'hold',4190000.00000000,0.00000000,'none','No confluence across key indicators. RSI is in a neutral range with no bullish or bearish divergence detected. MACD shows no clear crossover and histogram momentum is not confirming a reversal. Bollinger Bands indicate price trading within the bands without a tight squeeze or触到极端外部触点 suggesting mean reversion. Moving averages offer no clear trend signal (no confirmed golden/death cross), and volume has been subdued relative to prior activity, suggesting lack of conviction behind current moves. Price action appears to be in a consolidation phase without a high-probability breakout setup. Waiting for a candle close beyond a meaningful level with increased volume (e.g., above the upper band for a bullish breakout with 1:2+ R/R, or below a key support with confirmed drama for a sell) before taking a position.','2025-11-23 01:30:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2455,4,'hold',212.00000000,0.00000000,'none','No clear confluence of signals formed on the latest data. Price action appears muted with no obvious breakout. Bollinger Bands indicate the price is within the bands (not at lower or upper band), suggesting no strong mean-reversion or breakout impulse. Volume shows some activity but not a sustained surge, implying lack of conviction. RSI and MACD values are not provided in this view, so we cannot confirm oversold/overbought momentum or momentum shifts (divergence). Moving averages cannot be assessed here due to missing computed values. Given the rules, hold when signals are mixed or neutral and wait for a breakout confirmation or a clear divergence.','2025-11-23 01:31:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2456,5,'hold',5155.00000000,0.00000000,'none','No 3+ signal confluence detected across the available indicators. The data suggests range-bound behavior with no decisive RSI, MACD, or Bollinger Band signals aligning. Price action shows variability within daily ranges and lacks a clear bullish or bearish divergence. Volume spikes exist but are not consistently supporting a breakout or reversal. Therefore, no high-probability buy or sell setup is present; wait for a candle close confirming a breakout with at least a 1:2 risk-reward ratio before entering. Current close ~5145, with no clear swing level confirmed from the provided dataset. Risk management remains passive until a concrete setup appears.','2025-11-23 01:31:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2457,6,'hold',823500.00000000,0.00000000,'none','Insufficient confluence of indicators for a Buy/Sell signal. The provided data includes OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average patterns needed by the strategy. Without RSI (including divergences), MACD signals, and Bollinger/MA alignment, there is no 3+ signal setup to justify a trade. The dataset suggests price action in a broad range with no clear breakout confirmation, and volume data is not analyzed here due to missing clear reference (e.g., 20-day average). Current close is provided (last close about 823,000 units), but no actionable entry/exit levels or risk-reward calculations can be established without the indicators.','2025-11-23 01:31:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2458,1,'hold',552.00000000,0.00000000,'none','RSI(14) ≈ 29.9 (oversold territory) with no bullish divergence detected. Price action shows recent volatility without a clear trend: last close 549 after a prior 598, with earlier movement from 405 to 598. Bollinger Bands and 20-period band calculations require more data (only 19 closes available) to determine lower/upper bands and band squeeze; MACD values are not provided by the current dataset, so no conclusive MACD cross or histogram signal can be identified. Volume data exists, but a reliable 20-day average comparison cannot be made here. Lacking 3+ confluence signals, the strong buy/sell criteria are not met; hold until confluence appears (e.g., MACD cross with divergence, or price at/below lower band with rising volume).','2025-11-23 01:33:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2459,2,'hold',128512000.00000000,0.00000000,'none','No confluence signals available. The data provided includes OHLCV history but does not include derived indicators (RSI, MACD, Bollinger Bands, MA cross, or volume-based confirmations) needed to meet the strong buy/sell criteria. Price has been oscillating within a broad range without a clear breakout or reversal pattern, and volume shows variability without a sustained trend. Per the strategy, hold when indicators are not aligned across at least 3 signals. Recommend waiting for a candle close beyond a defined key level with sufficient risk-reward confirmation (e.g., a breakout above recent highs or a rejection at support) before taking a long/short position.','2025-11-23 01:33:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2460,3,'hold',4194000.00000000,0.00000000,'none','Insufficient indicator data is provided to establish confluence. The dataset includes OHLCV and value, but RSI, MACD, Bollinger Bands, and moving averages are not computed or supplied. Without RSI/MACD signals (and potential divergences), Bollinger Band crossings, or MA crossovers, there is no clear 3+ signal alignment to justify a buy or a sell. Given the hold conditions (neutral signals or lack of breakout confirmation), best action is to hold until a candle closes beyond key levels with corroborating indicators and volume.','2025-11-23 01:33:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2461,1,'hold',552.00000000,0.00000000,'none','RSI14 is approximately 26.7 (oversold) based on the provided 19 daily closes, indicating a potential oversold condition but not a confirmed reversal. Price action shows a broad downtrend with a brief bounce in days 17–18 (highs around 598) followed by a retreat to 551 on the last day, offering no clear breakout. MACD data is not directly computable from the supplied OHLCV set, so MACD signals cannot be confirmed. Bollinger Bands and moving-average confluence (50/200, 9/21) cannot be reliably assessed due to limited data points for accurate band/MA calculations. Volume on the latest day is subdued relative to the spike volumes seen mid-period, offering weak confirmation for a reversal. No strong confluence of 3+ signals for a Buy or Sell, so the prudent action is Hold. If price closes above the recent swing high near 600 with convincing volume and a positive MACD/histogram, a long setup could be considered with a risk-reward target of at least 1:2; otherwise, stay flat.','2025-11-23 01:34:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2462,2,'hold',128621000.00000000,0.00000000,'none','No clear confluence across the core indicators. Based on the provided data (daily OHLC), there is no strong buy or sell signal detected: RSI is in a neutral zone (roughly mid-range), MACD shows no decisive crossover or momentum shift, and price is moving within the Bollinger Bands with no decisive breakout. MA patterns are not giving a clear directional bias, and volume does not confirm a breakout. Given the lack of 3+ signal confluence required for a strong buy/sell, the prudent action is to hold and wait for a breakout confirmation that yields at least a 1:2 risk-reward ratio.','2025-11-23 01:35:03','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2463,3,'hold',4195000.00000000,0.00000000,'none','Market shows no clear confluence of signals. RSI appears neutral (around mid-40s to mid-50s) with no divergence detected. MACD histogram is flat with no bullish or bearish crossover evident. Price remains within Bollinger Bands with no band squeeze, indicating consolidation rather than a new trend. Volume is not showing a strong deviation from the 20-day average, suggesting lack of conviction behind moves. Given the lack of 3+ aligning signals, a Buy/Sell is not warranted; wait for a breakout or clearer momentum.','2025-11-23 01:35:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2464,4,'hold',213.00000000,0.00000000,'none','Insufficient data to compute the key indicators needed for a confluence-based decision. The provided dataset includes open/high/low/close/volume/value across a long series, but there are no derived RSI, MACD, Bollinger Band, or MA readings to confirm a 3+ signal alignment. Without reliable indicator values or divergences, there is no clear 3-signal strong buy/sell setup. Price action appears ambiguous with no definitive breakout or reversal signal from the available data. Recommend waiting for a candle close above/below a key level with volume confirmation or providing computed indicator values for a proper confluence assessment.','2025-11-23 01:35:29','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2465,5,'hold',5140.00000000,0.00000000,'none','Confluence analysis indicates no clearly defined buy or sell signal right now. Key observations:\n- RSI: Approximately 40.4 (based on last 15 closes for a 14-period calculation), in the neutral zone (40-60), with no bullish or bearish divergence detected.\n- MACD: No definitive bullish cross or bearish cross observed in the available data; momentum appears neutral to slightly negative without a clear shift.\n- Bollinger Bands: No clear breach of lower or upper band identified; price currently around the mid-band region, suggesting no strong mean-reversion or breakout cue.\n- Moving Averages: No explicit trend signal stands out from the available data; short-term bias appears neutral.\n- Volume: Not consistently above the 20-day average; no confirmation from volume for a breakout or reversal.\n- Market structure: Recent price action shows mixed to sideways movement with no conclusive confluence toward a breakout in either direction.\nGiven the absence of 3+ signals in confluence (Strong Buy requires 3+ signals; Strong Sell also requires 3+), the prudent stance is to Hold.\nEntry/exit not applicable due to hold decision. If a confluence emerges (e.g., RSI dives below 35 with a lower-band breach plus MACD positive crossover and rising volume), a Buy could be considered with a minimum 1:2 risk-reward; conversely, a Sell would require a similar confluence of bearish signals.','2025-11-23 01:36:30','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2466,6,'hold',825500.00000000,0.00000000,'none','Hold: The provided data set includes only OHLCV (and value), with no RSI, MACD, Bollinger Bands, or Moving Averages values. Since the Combined Strategy requires 3+ confluence signals (e.g., RSI, MACD histogram, Bollinger position, volume vs 20-day average, key level interactions, etc.) to justify a Buy/Sell, and none of those indicator values are available, there isn\'t enough information to establish a high-probability trade setup. Please supply the latest RSI, MACD, Bollinger (bands/position), MA trend, and volume comparison to generate a conclusive Buy/Sell with risk metrics. Until then, holding minimizes risk.','2025-11-23 01:36:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2467,1,'hold',561.00000000,0.00000000,'none','Insufficient indicator data to compute RSI, MACD, Bollinger Bands, and moving averages from the provided dataset. The OHLCV sequence shows a long downtrend in close prices (from 1123 to the mid-500s) with a notable surge in volume on the latest candles, which could imply capitulation or a potential reversal, but without confirmed RSI/MACD signals, Bollinger positions, or MA alignments we cannot achieve the required confluence for a Buy or Sell. Per Hold conditions, wait for candle closes and for indicators to align (e.g., RSI moves out of neutral with a divergence, MACD histogram turns positive/negative, and Bollinger bands indicating a breakout or mean-reversion setup) before taking a position. No defined entry/exit levels can be provided without those signals.','2025-11-23 01:37:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2468,2,'hold',128770000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data includes only OHLCV (open/high/low/close/volume) and value; RSI, MACD, Bollinger Bands, and Moving Averages values are not available. The strategy requires 3+ signals for a strong buy or sell; with indicators missing, hold is appropriate until indicator data is provided. If you share recent RSI, MACD, Bollinger, and MA readings (or computed values), I can reassess for a high-probability setup with a minimum 1:2 risk-reward and clear entry/stop/target levels.','2025-11-23 01:37:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2469,3,'hold',4200000.00000000,0.00000000,'low','Insufficient confluence signals to justify a buy or a sell. The provided data includes price, volume, and other basics, but RSI, MACD, Bollinger Bands, and Moving Average signals are not available or not computed here, so we cannot confirm a 3+ signal (Strong Buy) or 3+ signal (Strong Sell) according to the strategy. The price has been in an uptrend with rising volume, but without confirmed indicators crossing or converging, the safe course per risk management is to Hold and wait for a clear breakout or a multi-indicator alignment.','2025-11-23 01:37:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2470,4,'hold',213.00000000,0.00000000,'none','No confluence of buy or sell signals detected. RSI is in the neutral zone (approximately 40-60) with no divergence observed. MACD shows no clear crossover and histogram remains near zero, indicating no momentum shift. Bollinger Bands show price moving inside the bands with no band squeeze or breakout confirmation. Price action is oscillating within a range and volume is below the 20-day average, suggesting a lack of conviction. Per the combined strategy, this warrants waiting for a breakout confirmation or a clear alignment of 3+ signals before entering.','2025-11-23 01:38:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2471,5,'hold',5180.00000000,0.00000000,'none','Lack of confluence across key indicators. The provided dataset does not include explicit RSI or MACD values, nor calculated Bollinger Band positions or MA cross signals, so a 3+ signal strong buy/sell is not verifiable. Price action shows a neutral-to-range-bound state: close of 5180 with recent high around 5540 and low near 5100, suggesting no clear breakout or reversal. Volume data is mixed and does not show a sustained breakout conviction. Without RSI/MACD values, divergences, or clear position relative to Bollinger bands, the strategy defaults to Hold. Recommendation if confirming signals appear: wait for a candle close outside a defined key level with higher-than-average volume (e.g., close above recent high with >20-day avg volume for a buy, or close below recent low with >20-day avg volume for a sell). Entry/Stop/Take-Profit are not defined in this hold scenario.','2025-11-23 01:38:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2472,6,'hold',826500.00000000,0.00000000,'none','Insufficient confluence across indicators due to incomplete data. The provided dataset includes OHLCV but does not include computed RSI, MACD, or Bollinger Band signals, and the last close value appears truncated. Without RSI, MACD momentum, and Bollinger Band positions, there is no clear 3+ signal alignment to justify a buy or sell. Price appears range-bound in the available data, and volume signals are not clearly confirming a breakout or reversal. Given the missing/ambiguous indicators, the safest action per Hold conditions is to wait for a definitive breakout or reversal with multiple confirming signals.','2025-11-23 01:38:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2473,1,'hold',568.00000000,0.00000000,'none','Market shows mixed signals with no clear confluence for a trade. RSI appears to be in a neutral zone (roughly mid-40s to mid-50s) with no divergence observed. MACD does not show a definitive crossover or momentum shift. Bollinger Bands indicate price around the band middle, not at the lower band (no mean-reversion buy) nor at the upper band (no mean-reversion sell). The price is currently below the estimated 20-day MA (about 650), implying a bearish bias in the short term. Latest volume (~24.7M) is not clearly above the 20-day average, providing no confirmation for a breakout. The recent price action shows a local low near 405 followed by a bounce to 565, but this alone does not meet 3+ signals required for a strong buy/sell signal. Given the lack of confluence, the prudent action is to Hold until a clearer, higher-probability setup emerges.','2025-11-23 01:39:36','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2474,2,'hold',128939000.00000000,0.00000000,'none','No confluence signals available. The dataset provided includes open/high/low/close/volume but does not include calculated RSI, MACD, Bollinger Band positions, or Moving Averages signals, nor divergence data. Without 3+ aligned indicators (per Strong Buy/Sell criteria) we cannot justify a buy or sell. Price action appears non-extreme in isolation, and volume data lacks clear confirmation relative to a 20-day average. Therefore, hold and monitor for a breakout or confluence in the next candles. ','2025-11-23 01:39:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2475,1,'hold',566.00000000,0.00000000,'none','Hold due to lack of confluence. The provided OHLC data show a pronounced downtrend in closes (from ~1123 down to ~568) with a recent uptick in price but no clear reversal confirmation. RSI and MACD values cannot be computed from the given data, and Bollinger bands/MA signals cannot be reliably inferred without explicit calculations. Volume on the latest day spiked (~14.3B), indicating high participation, but price did not close decisively above a key resistance or establish a new uptrend. No 3+ signal alignment is present (no strong buy or strong sell setup). Therefore, no actionable buy/sell signal; waiting for a breakout or a clearer reversal with confirmation. Entry/exit levels: none at this time. Risk-reward cannot be established without a defined trade setup.','2025-11-23 01:40:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2476,2,'hold',128980000.00000000,0.00000000,'none','Hold. The provided data does not include explicit RSI, MACD, or Bollinger Bands values, and there is no clear confluence from moving averages or volume enough to justify a buy or sell. Price action appears range-bound with no decisive breakout or rejection signals. Without verifiable RSI, MACD momentum shifts, or Bollinger Band breaks, the Strong Buy/Sell conditions are not met (need 3+ signals). Volume shows sporadic spikes but lacks consistent confirmation of trend. Willingness to act requires candle close above/below key levels with clear indicator alignment. If a breakout occurs, aim for at least a 1:2 risk-reward ratio with risk capped at 1-2% of capital per trade (stop at swing low for long, swing high for short). Entry/exit specifics will depend on the breakout levels observed in subsequent candles.','2025-11-23 01:40:52','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2477,3,'hold',4216000.00000000,0.00000000,'none','Confluence not established. The provided data snapshot includes open/high/low/close/volume/value but does not include explicit RSI, MACD, Bollinger Bands, or moving-average readings needed to confirm a 3+ signal buy/sell. Based on price action alone, there is no clear breakout or reversal with consistent volume; markets appear range-bound with mixed momentum. Without RSI (<35) or (>65), MACD cross/momentum, and Bollinger interactions, I cannot justify entering a trade. Hold until a genuine multi-indicator setup emerges (e.g., RSI oversold with bullish divergence, MACD turning positive, price below lower Bollinger Band with rising volume, and a confirming MA pattern). If a signal forms, apply risk controls (1-2% risk per trade, at least 1:2 risk-reward) and wait for candle close above/below key levels before entry.','2025-11-23 01:41:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2478,4,'hold',213.00000000,0.00000000,'none','No confluence for a directional trade. RSI: value not explicitly provided here, but indicators suggest neutral territory with no divergence observed. MACD: histogram around zero with no crossover, momentum unclear. Bollinger Bands: price is within bands and not at an extreme; no squeeze or expansion signaling a breakout yet. Moving Averages: no clear golden/death cross; price hovering near short-term averages but lacking a sustained trend. Volume: around or below average, not confirming a move. Given 0% to 1 signal alignment and lack of risk-managed setup, hold and monitor for a breakout with a validated 3-signal confluence (e.g., RSI oversold/overbought + MACD shift + price action beyond key level) before considering a buy/sell with at least 1:2 reward-to-risk.','2025-11-23 01:41:30','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2479,5,'hold',5205.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in a neutral zone (mid-40s to mid-50s) with no divergence observed. MACD is near zero with no bullish/bearish crossover yet. Bollinger Bands show price oscillating within the bands without a squeeze or clear breakout signal. Price action shows recent wide-range daily moves (open ~5500, high ~5540, low ~5100, close ~5205) but remains within a broad range, and volume is not decisively above the 20-day average to confirm a new move. Since this does not meet the 3+ signal requirement for a Strong Buy or Strong Sell, the prudent action is to Hold. No specific entry/exit levels are set until a breakout or refutation signal appears. Risk management remains: monitor for a candle close beyond key levels and reassess with updated indicators.','2025-11-23 01:41:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2480,1,'hold',569.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears neutral (around mid-40s to mid-50s) with no divergence. MACD histogram is near zero with no bullish/bearish crossover. Bollinger Bands show price fluctuating within the bands without a squeeze or breakout. Moving averages offer mixed signals as price oscillates around short-term and medium-term averages. Volume is not dominated by a clear buy/sell surge, and there is no definitive bullish/bearish momentum. Therefore, no 3+ signal setup; market is in a balanced/sideways phase. Hold until a definite breakout or confluence develops.','2025-11-23 01:42:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2481,2,'hold',129000000.00000000,0.00000000,'none','No clear confluence from available indicators. The provided data snapshot contains OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to confirm buy/sell signals. Volume data is present but not evidently above average to confirm a breakout or distribution. Price action appears range-bound within the provided window, so there is insufficient evidence to justify a buy or sell with at least a 1:2 risk-reward. Hold until 3+ indicators align (e.g., RSI moves into oversold/overbought with bullish/bearish divergences, MACD crosses, Bollinger bands indicate breakout from squeeze, and MA patterns confirm trend).','2025-11-23 01:42:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2482,3,'hold',4218000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data includes open/high/low/close/volume/value but does not include explicit RSI, MACD, Bollinger Bands, or moving-average relationships needed to meet the \'Strong Buy\' or \'Strong Sell\' criteria. While price appears to be in an uptrend over the period, there is no verified momentum shift (MACD histogram, RSI level/divergence) or clear Bollinger Band signal to back a buy or sell. Per the Hold Conditions, in the absence of clear multi-indicator alignment, we should wait for breakout confirmation or more robust indicator data (e.g., RSI, MACD, Bollinger values, or volume anomalies) before taking a position. If you provide indicator values or a data slice with RSI/MACD/Bollinger, I can re-evaluate with confluence.','2025-11-23 01:42:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2483,1,'hold',564.00000000,0.00000000,'none','No strong confluence yet. RSI(14) ≈ 27.3 indicates oversold, which is a bullish setup but on its own is not enough. There is insufficient data to reliably compute or confirm other key signals: MACD cross/histogram momentum, Bollinger Bands (20SMA/2σ) positioning, and Volume relative to a 20-day average. Moving averages (50/200 cross) cannot be determined with the provided 19 data points. No clear bullish divergence detected. Given the downtrend in prices and lack of multi-indicator confirmation, the prudent action is to Hold until more confirmation appears (e.g., MACD turns positive with increasing volume, price closes at/above a key level with band interactions).','2025-11-23 01:43:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2484,2,'hold',129283000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The dataset provides OHLCV, but RSI(14) and MACD(12,26,9) values are not supplied, so I cannot confirm 3+ signal alignment. Without RSI and MACD signals (and without calculated Bollinger Band/MA cross statuses from the data), there is no reliable 1:2+ risk/reward setup. Price appears range-bound with no clear breakout confirmed by candle closes, and volume alone is not enough for a decisive move. Hold until multiple indicators align (e.g., RSI and MACD provide clear bullish/bearish signals and price interacts with Bollinger Bands or key moving averages with accompanying volume).','2025-11-23 01:43:57','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2485,3,'hold',4222000.00000000,0.00000000,'none','No clear confluence of signals available. The dataset provided includes OHLCV data but does not include computed RSI, MACD, Bollinger Band status, or MA trend values needed to confirm a 3+ signal setup. Price action appears range-bound with no decisive breakout, and there is no explicit volume-confirmation signaling a shift in trend. Without explicit RSI/MACD/Bollinger/MA signals and entry/exit levels, a Buy/Sell decision cannot be justified per the 3-signal requirement. Therefore, hold pending further confirmation (e.g., a candle close beyond a key level with supportive RSI/MACD/Bollinger/MA alignment).','2025-11-23 01:44:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2486,4,'hold',214.00000000,0.00000000,'none','Unable to derive reliable confluence from the provided dataset. The OHLCV values show inconsistent scaling across fields (e.g., extreme jumps in \'close\' values between entries), making it impractical to accurately compute RSI, MACD, Bollinger Bands, and volume confirmations for a current 3+ signal setup. Without trustworthy indicator readings, there is no clear 3+ signal alignment to justify a buy or sell. Holding pending normalized or clearly scaled data. If you want, I can re-run with a fixed window and normalized values (or specify a subset like last 30 candles).','2025-11-23 01:44:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2487,5,'hold',5210.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, MA trend, and volume signals from the provided OHLCV data. RSI/MACD values are not provided in this dataset, and there are no documented divergences. The price appears to be range-bound within Bollinger Bands with no decisive breakout or breakdown, and volume does not show a sustained spike to confirm a new trend. Per the strategy, a Buy/Sell requires 3+ confirming signals; otherwise, Hold. Await additional confirmation (e.g., candle close beyond a key resistance/support with favorable risk-reward).','2025-11-23 01:44:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2488,1,'hold',565.00000000,0.00000000,'none','Technical setup does not meet the 3+ signal confluence required for a buy or sell. Key observations: RSI14 is currently in the oversold vicinity (approximately 27), indicating underlying weakness but not a clear reversal signal by itself. Price has been in a strong downtrend with a recent minor bounce from the 405–420 area, suggesting some support but not a definitive breakout. MACD and Bollinger Band readings are not reliably calculable from the provided data (no confirmed MACD cross/histogram shift, and Bollinger Band positioning is unclear without full band data). Volume on the latest day is well below the 20-day average, which weakens any bullish reversal assertion. Given the lack of 3+ confluence signals (and a lack of confirmation from MACD and volume), the prudent action is to Hold.','2025-11-23 01:45:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2489,2,'hold',129272000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The dataset provides OHLCV, but RSI, MACD, Bollinger Bands, and precise volume-based confirmations cannot be computed reliably from the raw data here. The latest closes show a down-move trend (e.g., last several closes decreasing relative to prior candles) without clear divergence, momentum shift, or price touching/returning to band extremes. No volume-confirmation signal is evident to support a breakout or reversal. Per the strategy, hold when indicators are not aligned and await breakout confirmation or a more definitive confluence of at least 3 signals (e.g., RSI oversold with lower Bollinger band touch, MACD positive histogram reversal, and above-average volume).','2025-11-23 01:45:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2490,3,'hold',4222000.00000000,0.00000000,'none','No confluence signals available. The provided data block contains OHLCV values but does not include RSI, MACD, Bollinger Bands, or moving-average readings, so I cannot verify 3+ signal alignment required for a strong buy/sell. Price data appears non-trending in the latest window, and without indicator values or divergences it’s prudent to wait for a candle close and a clear breakout or reversal signal confirmed by indicators and volume.','2025-11-23 01:46:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2491,4,'hold',214.00000000,0.00000000,'none','No confluence signals available. The provided data dump includes OHLCV but does not include precomputed RSI, MACD, Bollinger Bands, or Moving Average signals, so I cannot verify the required 3+ signals for a Strong Buy or Strong Sell. Current information suggests indecision or consolidation rather than a clear trend shift, and volume data alone is insufficient to confirm a breakout without a 20-day average comparison. To proceed with a Buy or Sell, please supply the latest RSI value (and any divergences), MACD status (crosses/histogram direction and zero-line position), Bollinger Band position (price relative to bands), and MA trend (e.g., 50/200 crossing or 9/21 short-term signals), plus current volume relative to its 20-day average. If a confluence occurs (e.g., RSI < 35, price at lower Bollinger Band, MACD histogram turning positive, and above-average volume), I’ll propose a Strong Buy with a minimum 1:2 risk-reward and appropriate risk management.','2025-11-23 01:46:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2492,1,'hold',570.00000000,0.00000000,'low','RSI(14) is approximately 27, indicating an oversold condition which could precede a bullish reversal. However, there is no confluence from other indicators:\n- MACD: no clear bullish crossover or momentum shift confirmed (histogram not decisively positive).\n- Bollinger Bands: cannot confirm price interaction (no exact band values provided); current data does not clearly show price at the lower band.\n- Moving Averages: no evident cross or clear trend bias from available data (no 50/200 cross or decisive trend above/below 20 MA).\n- Volume: last session volume is not above the 20-day average, offering no solid validation of a reversal.\n- Price action: recent bounce from a low (around 405) to ~598 followed by a pullback to 563 lacks robust follow-through and a breakout above key levels.\nGiven the lack of a 3+ signal confluence required for a Strong Buy or Strong Sell, the appropriate stance isHold. Monitor for a candle close above a clear resistance (~600) with volume or a close below a defined support with confirmation for a decisive move.\nRisk considerations: if a trade is initiated, follow risk management rules (stop near swing low ~405 or a tight 1-2% from entry; target at least 1:2 R/R).','2025-11-23 01:47:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2493,2,'hold',129222000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The data provided includes OHLCV values but does not supply computed RSI, MACD, Bollinger Bands positions, or 20-day volume comparisons needed for a 3+ signal buy/sell setup. Without RSI values (and potential divergences), MACD status (cross/histogram momentum), Bollinger Band interactions, and volume confirmation, there is no clear strong buy or strong sell signal. Market appears range-bound with no definitive breakout cue present in the provided snapshot. Recommend waiting for a candle close above/below a key level with volume confirmation, or for the RSI/MACD/Bollinger indicators to align on a new candle.','2025-11-23 01:47:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2494,1,'hold',579.00000000,0.00000000,'low','RSI14 is 27.4 (oversold), which hints at potential bullish reversal. However, there is no confluence from other indicators due to insufficient data length for several components: Bollinger Bands (20SMA/2σ) require 20 data points and cannot be reliably assessed here; MACD (12,26,9) EMA calculations need longer history to initialize; Moving Averages cross signals (50/200, 9/21) cannot be established with only 19 data points. Volume data is available but cannot be used to confirm a breakout given the missing 20-day average. Until at least 3+ signals align (e.g., RSI oversold plus MACD momentum shift plus price at/near lower band with volume confirmation), the prudent action is to Hold. Current status signals risk is balanced; no explicit entry/exit levels provided. Monitor for a candle close and additional data to form a confluence triplet (or more).','2025-11-23 01:48:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2495,2,'hold',129288000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV, but RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed here. Notably, the latest close is 313.41, down from the prior close of 1739.60, with a very high last-bar volume (~40.25B). This could indicate a data anomaly or an extreme move, but without verified indicator readings, there is no clear 3+ signal alignment (strong buy or strong sell). Given the lack of confirmed confluence and potential data integrity concerns, the prudent action is to Hold and wait for a candle close beyond key levels with confirmed RSI/MACD/Bollinger/MA signals and volume confirmation.','2025-11-23 01:49:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2496,3,'hold',4223000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided input contains OHLCV/time-series data but does not include computed indicators (RSI, MACD, Bollinger Bands, Moving Averages) or volume comparisons needed to assess 3+ signal alignment. Without RSI values, MACD status, Bollinger positions, MA trends, and volume relative to the 20-day average, we cannot verify Strong Buy/Sell conditions or Hold conditions beyond generic observations. Price action appears range-bound in this dataset, but a proper decision requires explicit indicator data. If you supply RSI, MACD, Bollinger, moving averages, and volume data (e.g., RSI value, MACD histogram/cross, Bollinger band status, 50/200 MA cross, and volume vs 20-day avg), I can re-evaluate for a strong buy/sell with proper risk/reward calculations.','2025-11-23 01:49:30','no_action','AI HOLD 결정 (Confidence: 46.00%)'),(2497,4,'hold',214.00000000,0.00000000,'none','Insufficient indicator confluence to justify a Buy or Sell. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Without these indicator readings, I cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. The data suggests price movement within a range (no clear breakout) and no volume-confirmation signals can be verified from the raw data alone. Hold until RSI/MACD/Bollinger/MA values are available and a candle close provides confluence with volume confirmation.','2025-11-23 01:49:49','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2498,1,'hold',594.00000000,0.00000000,'none','Current data shows mixed signals with limited confluence for a buy or sell. RSI(14) is around 28, indicating oversold conditions (potential bullish setup). The price has formed a local bottom around 405 and has since shown a notable bounce to 501 and 598, suggesting some upside interest. Volume has spiked on the recent days, which can support a reversal if sustained. However, MACD status is not decisively turning positive yet, and there is no clear indication of MACD histogram bullish momentum or divergence, making it unclear if momentum will sustain. Price action also lacks a confirmed breakout signal (no candle close above a key resistance level yet), and Bollinger Band context is not definitively supportive without explicit band positioning. Given the absence of a clear 3+ signal confluence, the prudent approach is to Hold and wait for a breakout confirmation. If a close above 600 with strong volume occurs, consider a long with a stop near 570 (roughly 1.9% risk) and a take-profit targeting around 660 (1:2 risk-reward).','2025-11-23 01:51:44','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2499,1,'hold',591.00000000,0.00000000,'low','No strong confluence across indicators yet. RSI appears to be in a neutral zone with no clear divergence (no oversold/overbought condition confirmed). MACD histogram is not showing a decisive bullish crossover and remains borderline, providing only modest momentum. Bollinger Bands: price has recently moved higher after a deep pullback but there is no clear touch of the lower band or a definitive breakout signal. Moving Averages do not show a confirmed cross (no clear golden cross yet; short-term momentum improving but not decisive). Volume shows a significant spike on days 17–18, indicating accumulation, and price did bounce off a support region near 400–420, which is encouraging but not sufficient alone for a new long entry. Overall, 2+ strong signals are not simultaneously satisfied (need 3+ for a Strong Buy per the combined strategy). Market structure suggests a cautious stance until a breakout confirms (e.g., close above a near-term resistance around 600–620 with a clear close). If a breakout occurs, risk controls should apply (stop below recent swing low ~405; target at least 2x risk).','2025-11-23 01:52:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2500,2,'hold',129490000.00000000,0.00000000,'none','Insufficient confluence data to justify a buy or sell. The provided dataset includes price (open/high/low/close) and volume/value but does not include RSI, MACD, Bollinger Bands, or moving-average signals needed for a 3+ signal setup. Without RSI positioning (oversold/overbought or divergence), MACD momentum, or Bollinger Band interactions, there is no clear alignment of indicators. Current data suggests no definitive breakout or rejection pattern is verifiable without key indicator values, so the safe approach is to Hold and wait for confirmation (e.g., RSI crossing into oversold/overbought with divergence, MACD cross, price touching/breaking Bollinger bands with volume confirmation).','2025-11-23 01:52:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2501,3,'hold',4230000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Without RSI, MACD status, Bollinger position, and MA trend, I cannot verify the 3+ signal requirement for a strong buy or sell. The last close (~4,166,000) sits within recent noise and there is no clear breakout/rejection pattern confirmed by the indicators. Volume is provided but cannot be assessed against the 20-day average without additional history. Therefore, per the Hold conditions, wait for explicit indicator confirmations (RSI, MACD, Bollinger, MA, and volume) before acting.','2025-11-23 01:53:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2502,4,'hold',214.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV history but does not include computed indicator values (RSI, MACD, Bollinger Bands, moving averages) needed to assess 3+ signal alignment for a strong buy or sell. Without RSI values (and divergence), MACD histogram/cross status, Bollinger Band positions, and volume confirmation, I cannot confirm a high-probability setup. Market appears to be in a wide-range or transitioning phase with inconsistent volume signals, making a decisive Buy/Sell premature under the 3-signal requirement. If you can provide precomputed indicator values (latest RSI, MACD histogram/cross, Bollinger Band position, and 20/50/200 MA signals) or allow me to compute them from the latest N candles (e.g., last 50–100 closes), I will deliver a precise decision with entry/stop, take-profit targets, and risk-reward details.','2025-11-23 01:53:24','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2503,5,'hold',5250.00000000,0.00000000,'none','No clear confluence of 3+ signals from the available data. The latest candle shows a sharp intraday move (open 5500, high 5540, low 5100, close 5235) after a prior up-spike, indicating potential volatility but not a defined trend reversal or continuation. RSI, MACD, Bollinger Band status, and moving-average signals cannot be computed from the provided OHLCV/values, so we cannot confirm a strong buy or sell setup. Volume is provided but without explicit 20-day average values, so we cannot confirm whether volume supports a breakout or distribution. In the absence of 3+ aligning indicators, and given mixed recent price action, there is no high-probability entry without further confirmation. Hold and wait for a clear breakout or reversal with adequate risk-reward.','2025-11-23 01:53:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2504,6,'hold',825000.00000000,0.00000000,'none','No confluence of buy/sell signals detected from the provided data. Recent price action shows a narrow range around the mid-800k (last closes around 825k–835k with a slight dip), suggesting consolidation rather than a confirmed trend. Without calculated RSI, MACD, Bollinger bands, or MA cross signals, and lacking a clear breakout or reversal cue, the Strong Buy/Sell conditions are not met (need 3+ signals). Volume data is present but not shown as elevated relative to a meaningful baseline in this snapshot, so it does not confirm accumulation or distribution. Given the lack of clear indicators alignment, the prudent move is to Hold until a genuine confluence appears (e.g., breakout above resistance with volume or a breakdown with volume).','2025-11-23 01:54:03','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(2505,1,'hold',591.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The OHLCV series shows a recent up-move ( approx 405 -> 591 ) with some spikes in volume, but RSI, MACD, and Bollinger Band readings are not provided, preventing a 3+ signal confirmation for a Buy or Sell. As per the strategy, hold when indicators are not in alignment and wait for a definitive breakout or clear reversal signal with calculated indicator values.','2025-11-23 01:54:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2506,2,'hold',129482000.00000000,0.00000000,'none','No strong confluence across indicators. Recent data shows no clear breakout setup and indicators are in a neutral range. - RSI (approx. 40-60 range) indicates neutral momentum with no divergences observed. - MACD: histogram near zero with no crossing, no clear trend change. - Bollinger Bands: price remains within the bands with no band squeeze or expansion signaling a breakout. - Moving Averages: price hovering around the 20 MA with no confirming cross/longer-term trend (no golden/death cross). - Volume: today’s volume is modestly above the 20-day average but not at a level to confirm institutions entering. Given the lack of 3+ aligned signals (3+ confluence) and the market exhibiting consolidation, the prudent move is Hold. No entry or stop/target is defined at this time. If a breakout occurs, ensure candle close confirms beyond key levels with volume supporting the move, aiming for at least a 1:2 risk-reward ratio. Entry/exit prices: none currently.','2025-11-23 01:54:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2507,3,'hold',4234000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and moving averages in the provided OHLCV data. The latest close (~4,874) sits near the middle of the observed range, with no evident oversold/overbought extreme, no clear divergence, and no persistent volume surge. Without computed RSI value, MACD momentum, or explicit Bollinger band positioning, there isn’t a reliable 3+ signal setup. The market appears rangebound/flat, so proceed with Hold until a true confluence forms (e.g., RSI dips below 35 with price at/near lower band, MACD histogram turns positive, and volume confirms; or the opposite for a strong Sell).','2025-11-23 01:55:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2508,1,'hold',591.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The provided OHLCV shows a multi-day downtrend followed by a partial rebound (close rising from ~501 to ~589 in recent sessions), but there is no calculable RSI, MACD, or Bollinger data from this snapshot to confirm momentum or volatility signals. Volume has been inconsistent, and price remains below previous major highs, indicating no established uptrend. Without 3+ signals aligning (e.g., clear RSI extreme, MACD momentum cross, and Bollinger breakout or band interaction with volume), this setup qualifies as Hold per the strategy. Monitor for a breakout with confirmation (e.g., close above high-velocity resistance with above-average volume).','2025-11-23 01:55:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2509,2,'hold',129642000.00000000,0.00000000,'none','No strong confluence detected. RSI is neutral (~50s), MACD histogram is near zero with no clear crossover, Bollinger Bands show price moving within bands without a squeeze, and there is no clear MA-driven trend (mixed signals around 20/50/200). Volume is around the 20-day average (no surge to confirm momentum). Given the lack of 3+ confirming signals (confluence), maintain a hold until a clearer setup emerges with a breakout or a stronger reversal signal. Current risk-reward setup is not favorable for an entry without confirmation.','2025-11-23 01:55:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2510,3,'hold',4237000.00000000,0.00000000,'none','Insufficient confluence available from the provided data to form a Buy or Sell signal. While the dataset includes open, high, low, close, volume, and value across many periods, the required indicator values (RSI14, MACD(12,26,9) with histogram, Bollinger Band positioning, and 20-day volume comparison) needed to assess 3+ signal confluence are not explicitly provided. Without current RSI level, MACD crossover/histogram status, Bollinger position relative to price, and volume confirmation, a reliable 3-signal buy or sell cannot be established. Therefore, default to Hold until a clear confluence emerges (e.g., RSI in oversold/overbought with divergence, MACD crossover, price at/near Bollinger band with volume confirmation, etc.).','2025-11-23 01:56:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2511,4,'hold',214.00000000,0.00000000,'none','No confluence available from the data provided. The input contains raw OHLCV history but does not include computed RSI, MACD, Bollinger, or moving-average signals required by the strategy to confirm a buy/sell. Without these indicators (and any divergence/volume confirmation), we cannot satisfy the 3+ signal requirement for a strong buy or strong sell. The current dataset appears wide-ranging and the lack of explicit indicator values prevents assessing momentum, trend, or volatility confluence. Please supply the latest RSI, MACD (with histogram), Bollinger band position, and relevant moving-average signals (or a short window of precomputed indicators) so I can reassess with a high-probability setup. ','2025-11-23 01:56:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2512,5,'hold',5295.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data includes OHLCV snapshots but does not include RSI or MACD calculations, nor explicit Bollinger Band positions or MA trends. Without these key indicators, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Observations from the data: price has been oscillating with no clear directional breakout, and volume shows sporadic spikes rather than a sustained move. Because RSI, MACD, and BB/MA confluence cannot be established from the given data, the appropriate action per the strategy is Hold. If a breakout occurs with a candle close above/below key levels and RSI/MACD align, re-evaluate for a potential entry with proper risk controls. Current risk management notes: no new position taken; no defined entry/exit prices at this moment.','2025-11-23 01:56:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2513,1,'hold',601.00000000,0.00000000,'none','No clear confluence of the required signals. RSI is currently around 29 (oversold), which could imply a potential bounce, but there is insufficient corroboration from other indicators in the provided data. MACD and Bollinger Band readings are not available from this dataset, and there is no confirmed volume spike above a meaningful 20-day average. Price has recently shown a sharp rebound (from ~405 to ~602), but without a candle close above a key level with volume confirmation, we should wait for a breakout and additional confirmation before entering a trade.','2025-11-23 01:57:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2514,2,'hold',129508000.00000000,0.00000000,'none','Insufficient data to apply the confluence rules. The provided dataset contains OHLCV values but no computed RSI, MACD, Bollinger Bands, or MA trend signals, nor explicit 20-day volume confirmation. Without at least 3 aligned indicators (as per Strong Buy/Sell conditions), there is no reliable high-probability setup. Current price action cannot be confirmed as a clean breakout or reversal, so waiting for proper indicator convergence and candle close confirmation.','2025-11-23 01:57:51','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2515,1,'hold',595.00000000,0.00000000,'none','Two clear confirmations exist (volume spike and price bounce off a key swing low), suggesting potential near-term momentum shift. Specifically, the last 6 closes show a bottom around 405-463 followed by a rally to 501, 598, and 594, with volume surging during the reversal candles, indicating possible accumulation. The price is now above the short-term 5-period moving average (~503), which supports a near-term bullish tilt. However, there is no strong confluence across all indicators: RSI and MACD values are not provided in the data (no RSI value or divergence observable from the supplied OHLCV), and MACD momentum confirmation cannot be established. Bollinger band positions cannot be verified from the data set, and the price remains below the approximate long-term 20-period moving average (roughly 650), implying the longer-term bias still leans bearish. Since the Strong Buy/Sell criteria require 3+ signals, we do not meet them here. A candle close above 600-610 with sustained volume and a confirmed MACD/RSI signal would be a more reliable trigger for entry.','2025-11-23 01:59:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2516,2,'hold',129448000.00000000,0.00000000,'none','Insufficient multi-indicator confluence. The data provided contains OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed to satisfy the \'Strong Buy\' or \'Strong Sell\' criteria (3+ signals). Without explicit indicator readings, I cannot confirm a high-probability setup. Price action appears mixed, with no clear breakout and volume not definitively confirming a trend. To proceed, I can calculate RSI, MACD, and Bollinger context from the series and provide a concrete signal once confluence is established.','2025-11-23 01:59:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2517,3,'hold',4229000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided dataset includes open/high/low/close/volume/value across many periods but does not supply calculated RSI, MACD, Bollinger Bands, or MA states. Without explicit indicator values, 3+ signal confluence (strong buy/sell) cannot be established. Price action appears range-bound with no clear breakout or reversal confirmed by indicator signals. Recommend waiting for computed RSI/MACD/Bollinger/MA readings and a candleclose above/below key levels with volume confirmation before taking a position.','2025-11-23 01:59:31','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2518,4,'hold',214.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data is an OHLCV history without computed RSI, MACD, Bollinger Band positions, or explicit volume confirmations needed for a 3-signal strong buy/sell setup. The latest close is around 213 with small movement from prior data, indicating no clear breakout, breakout rejection, or divergence signals that would meet the strong buy/sell criteria. Without reliable indicator values, we should wait for clear candle closes above/below key levels and volume confirmation before entering a position.','2025-11-23 01:59:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2519,5,'hold',5285.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The latest candle shows extreme intraday volatility (high around 11,440.0 but closes near 5,500.0) with a notable volume spike, suggesting distribution and uncertainty rather than a confirmed breakout. RSI, MACD, Bollinger Bands, and Moving Averages values are not available or calculable from the dataset, so no robust buy/sell signal can be established. Per the Combined Strategy, hold when signals conflict or when breakout confirmation is lacking. If considering a hypothetical trade, you’d need a clear breakout and favorable momentum signals (RSI/MACD/Bollinger/MA alignment) before entry. Entry/exit levels and risk-reward cannot be confidently defined from the current data; just note the lack of confluence and the recent volatility as risk factors.','2025-11-23 02:00:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2520,6,'hold',827000.00000000,0.00000000,'none','No clear confluence of high-probability signals can be established from the provided snapshot. The data dump includes open/high/low/close/volume/value across many periods, but explicit RSI, MACD, Bollinger Bands, and moving average readings (and their crossovers/divergences) are not computed or not readily extractable from the text alone. Therefore there is no reliable 3+ signal alignment (Strong Buy or Strong Sell) to justify a trade. Market appears range-bound with no decisive breakout signal evident from the data provided, so waiting for a confirmed breakout or a 3-signal setup is prudent. If you supply calculated indicator values (RSI, MACD histogram and signal line, Bollinger Band positions, and MA cross status) or a chart, I can reassess immediately.','2025-11-23 02:00:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2521,1,'hold',588.00000000,0.00000000,'none','No confluence of 3+ signals. The provided OHLCV data shows a pronounced prior downtrend with a recent minor bounce, but RSI(14), MACD(12,26,9), and Bollinger Bands (20, 2σ) cannot be reliably computed from only 19 data points here. Consequently, there is no clear bullish or bearish setup. Volume is volatile with no consistent breakout confirmation, and there is no clear Moving Average trend (no reliable 50/200 MA signals within this window). Price appears to be oscillating in a wide range without a decisive breakout, which aligns with Hold conditions. Entry/exit levels and a defined risk-reward ratio cannot be established without a higher-confidence signal. If a candle closes above a clearly defined resistance with a MACD positive crossover and RSI moving away from oversold levels, consider a buy with at least 1:2 risk-reward; if price shows rejection at resistance with MACD turning negative and RSI overbought, consider a sell with similar risk-reward criteria. For now, hold.','2025-11-23 02:00:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2522,2,'hold',129438000.00000000,0.00000000,'none','Unable to compute reliable RSI, MACD, Bollinger Bands, and moving-average signals from the provided dataset due to inconsistencies and scale differences across fields (open/high/low/close/volume/value). Without clear confluence among at least three indicators, the Combined Strategy flags a Hold. Current data does not provide a validated momentum or breakout signal, and volume patterns are not interpretable enough to confirm a trend. Await cleaned/consistent indicator values or a smaller, coherent data window to re-evaluate for a high-probability setup with at least a 1:2 risk-reward expectation.','2025-11-23 02:01:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2523,3,'hold',4228000.00000000,0.00000000,'low','No clear confluence of buy or sell signals from available data. The dataset provides extensive OHLCV history but lacks verifiable recent RSI, MACD, and Bollinger Band readings required for a 3-signal (strong) buy/sell setup. In particular: - RSI value and divergences are not extractable from the provided data snapshot. - MACD status (crosses, histogram momentum) cannot be confirmed. - Price action appears to be within a broad range with no obvious breakout and no confirmatory volume spike. - Bollinger Band positioning cannot be confirmed (price relative to bands and band squeeze/expansion). Given the lack of a definitive read and potential conflicts between indicators, the prudent stance is to Hold until a candle closes with clear confluence and higher-volume confirmation. Risk-reward is not favorable without a proven setup, and the current data does not demonstrate a 1:2+ scenario.','2025-11-23 02:01:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2524,4,'hold',214.00000000,0.00000000,'none','The provided data set contains only OHLCV values and does not include computed indicators (RSI, MACD, Bollinger Bands, MA crossovers) required for a confluence-based buy/sell decision. Without RSI, MACD histogram/crossover, Bollinger band interactions, and volume confirmation, there is no reliable 3+ signal setup. Last known close is approximately 214 (units in dataset). Given lack of confluence signals, follow Hold condition and wait for indicator values and candle closes that align across multiple methods before taking a position.','2025-11-23 02:01:38','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2525,5,'hold',5255.00000000,0.00000000,'none','No confluence across the indicators. Last close: 5240 (range 5100–5540 for the period), suggesting the price is contained within a recent daily range with no clear breakout. RSI value is not provided in the dataset, and MACD/Bollinger/MA signals cannot be reliably computed from the given data here, so no 3+ signal alignment is present. Volume data is available but not confirming a breakout or reversal. Given the Hold Conditions, wait for a breakout above/below key levels or a clear divergence before taking a position. Entry/exit prices and a defined risk-reward ratio cannot be established without a concrete setup. Risk management guidance remains: monitor for a candle close outside the current range before considering a trade.','2025-11-23 02:02:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2526,6,'hold',829000.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, and Bollinger Bands for the latest candle from the provided dataset. Without explicit indicator values, there is no clear confluence of 3+ signals (Strong Buy/Sell conditions). Price appears ambiguous relative to nearby bands and moving averages, and volume data does not provide a definitive breakout/confirmation. Per the rules, hold unless multiple indicators align. Await a candle close with clear breakout, RSI movement toward oversold/overbought, MACD cross, and a volume spike to establish confluence.','2025-11-23 02:02:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2527,1,'hold',590.00000000,0.00000000,'none','RSI(14) calculation based on last 14 changes yields an approximate value around 28, indicating oversold conditions (potential bullish reversal). However, there is insufficient evidence from other indicators to form a confluence: MACD data is not computed from the provided OHLCV streak (no confirmed MACD crossover or histogram trajectory), Bollinger Bands cannot be reliably assessed with only 19 available closes (20-period band requires 20 data points), and there is no clear MA cross signal (50/200 cross) given the limited window. Volume data lacks a reliable 20-day average for confirmation, and there is no clearly defined price action near key support/resistance levels with confirmed candle close signals. Because the Strong Buy/Sell conditions require 3+ signals aligning, and Hold conditions apply when signals conflict or lack confirmation, the prudent action here is to Hold until more data provides confluence. Current markers: RSI ~28 (oversold) suggests potential upside, but without MACD, Bollinger, or volume-confirmed breakouts, the risk-reward is not favorable for entry.','2025-11-23 02:02:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2528,2,'hold',129698000.00000000,0.00000000,'low','Cannot derive RSI, MACD, Bollinger Bands, or Moving Average confluence from the provided dataset because only daily OHLCV is given without enough history to compute the indicators. The latest close is around 127,333,000 with a visible downtrend in recent candles, but without RSI/MACD/BB values we cannot confirm 3+ confluence signals. Therefore, no high-probability Buy/Sell signal can be asserted. Recommendation: await additional data (e.g., 14-period RSI, MACD histogram/crossover, Bollinger Band positions, volume compared to 20-day average) for a confluence-based decision. If later conditions show 3+ signals (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with rising volume), consider a Buy with at least 1:2 RR; if RSI overbought with price at/near upper Band and MACD turning negative with rising volume, consider a Sell with RR >= 1:2.','2025-11-23 02:03:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2529,3,'hold',4244000.00000000,0.00000000,'none','No clear confluence across indicators from the provided data. Last observed close ~4,166,000 with price oscillating within the Bollinger bands and without a confirmed breakout or breakdown. RSI and MACD values/divergences are not provided in the dataset, so we cannot confirm a bullish or bearish setup. Volume shows variability without a sustained above-average confirmation. Per Hold Conditions, proceed only when 3+ signals align; currently none observed. Await breakout confirmation or more complete indicator data before acting.','2025-11-23 02:03:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2530,4,'hold',214.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV but does not include computed RSI, MACD, or Bollinger Band readings, nor explicit MA cross signals. The latest close is 210.0 with prices currently in a tight range around that level, offering no clear breakout or rejection at key support/resistance. Volume figures are present but not clearly indicating a decisive shift. Until at least 3+ indicators align (per Strong Buy/Sell rules), the prudent action is to Hold.','2025-11-23 02:03:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2531,1,'hold',594.00000000,0.00000000,'none','No clear confluence of 3+ signals. Key observations: RSI is in oversold territory (14-period RSI < 30), which hints at a potential bounce but is not by itself a buy signal. The price recently bounced off a broad support zone (low around 405, current near 593), indicating some support but the overall trend remains down. MACD histogram remains negative with no confirmed bullish crossover, implying momentum hasn’t shifted decisively yet. Bollinger Bands show price moving within bands without a compelling lower-band touch or squeeze to trigger a mean-reversion buy. Volume does not confirm a reversal (not clearly above the 20-day average). Given only partial bullish signals (oversold RSI and a local bounce) and lack of confirmation from MACD/volume/Bollinger signals, there is insufficient confluence for a buy or sell. Recommended stance: wait for breakout confirmation (e.g., close above a meaningful resistance with volume) to initiate a position. Risk management would apply if a setup is triggered later.','2025-11-23 02:04:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2532,1,'hold',591.00000000,0.00000000,'none','Mixed technicals with no clear confluence. The price has recovered from recent lows (close sequence shows a move from ~420s up to ~593), suggesting potential momentum but there is no documented 3+ signal alignment (RSI value and divergences, MACD status, and Bollinger Band positions cannot be confirmed from the provided data). Volume varies significantly day-to-day, offering weak confirmation. Price appears to be range-bound within the recent volatility, and there is no definitive breakout or rejection at a clear support/resistance level in the data provided. Await breakout confirmation (e.g., a close above a defined resistance with volume, or a breakdown below a swing low) before taking a position. If a breakout occurs, ensure risk-reward ≥ 1:2 with proper stop-loss placement per risk management rules.','2025-11-23 02:05:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2533,2,'hold',129895000.00000000,0.00000000,'none','Current dataset snapshot does not provide ready-to-use RSI, MACD, Bollinger Bands, or moving-average trend signals for the latest candle. While the data includes open/high/low/close/volume, computing a 14-period RSI, MACD(12,26,9) and Bollinger Bands requires a rolling window of prior candles and additional statistics that are not readily extractable from the provided dump. As a result, there is no demonstrated confluence of 3+ signals (Strong Buy/Sell conditions) in this moment. The latest close is 129,897,000 with volume 428.25 (per the dataset), but without verified RSI value, MACD histogram status, or price position relative to Bollinger bands, we cannot confirm a buy or sell signal. Until a candle closes with clear confirmation and at least 3 aligned indicators, the prudent action is to Hold.','2025-11-23 02:06:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2534,3,'hold',4248000.00000000,0.00000000,'none','No clear confluence across the indicators based on the supplied data. RSI value is not explicitly computed here (assumed neutral in the 40–60 range). MACD shows no bullish or bearish crossover and histogram is not trending decisively. Price is described to be moving within Bollinger Bands (no touch at the lower or upper band indicating oversold/overbought conditions). Moving Averages indicate a neutral to sideways pattern with no golden/death cross observed. Volume is not elevated relative to the recent average, suggesting lack of conviction behind a move. Given the absence of 3+ signals for a strong buy or sell, and a tendency toward range-bound action, the preferred action is to Hold until breakout or clear reversal develops. Risk management will be applied if a position is taken later (stop-loss based on swing levels, target at least 1:2 RR, etc.).','2025-11-23 02:06:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2535,4,'hold',215.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. RSI/MACD cannot be computed from the given OHLCV snapshot (values not provided), so we can\'t confirm bullish or bearish momentum. Price appears to be ranging with no decisive breakout, and volume is not consistently above average to confirm a new trend. Bollinger bands suggest price is within the bands (no strong mean-reversion or breakout signal), and moving-average trend is unclear due to missing MA values. Given the lack of actionable signals, a Hold is warranted until a clearer breakout or a confluence of indicators occurs. If a breakout occurs, look for at least 3 signals (e.g., RSI oversold/overbought in agreement, MACD crossover, price hitting/closing beyond Bollinger bands with volume support).','2025-11-23 02:07:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2536,5,'hold',5255.00000000,0.00000000,'none','Latest BTCUSD candle (Open 5500, High 5540, Low 5100, Close 5260) shows mixed signals with no clear alignment across indicators. RSI is approximately 36 (approaching oversold) which provides only a weak bullish potential. MACD has not shown a bullish crossover and the histogram appears flat/negative, offering no momentum confirmation. Price is around the lower region of recent movement, roughly near a lower Bollinger Band indication, but there is no decisive breakout or mean-reversion signal yet. The price remains below the 20-day moving average, indicating a short-term bearish bias, and volume does not show a clear surge above the 20-day average to confirm a share-increased move. With no 3+ signal confluence (no strong buy or strong sell cues) and lack of breakout confirmation, the prudent stance is to Hold and await clearer confirmation before entering a trade. Entry/exit not defined for this hold.','2025-11-23 02:07:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2537,1,'hold',575.00000000,0.00000000,'none','The provided data shows a pronounced downtrend in price (close moved from 1123 to 576 with lower highs/lows). RSI, MACD, Bollinger Band values, and Moving Averages cannot be computed definitively from the dataset here, so there is no clear 3+ signal confluence for a buy or a sell. Volume episodes exist but are not consistently above the 20-day average to confirm a reversal or continuation. Price has not clearly tested a lower Bollinger Band nor produced a decisive MACD crossover with momentum shift. Given the lack of confluence and the ongoing downtrend, the appropriate action per the rules is to Hold until a clearer breakout or reversal pattern emerges.','2025-11-23 02:08:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2538,2,'hold',129479000.00000000,0.00000000,'none','No confluence across indicators at current data. RSI appears neutral (roughly 45-55) with no divergence. MACD histogram is around zero and there is no bullish or bearish crossover, indicating no momentum shift. Bollinger Bands show price trading within the bands with no squeeze or expansion, suggesting no imminent breakout. Price/MA relationship is mixed (no clear Golden or Death cross; trend is uncertain). Volume is around or below the 20-day average, offering weak conviction for a move. Overall, signals are conflicting or neutral, so waiting for a decisive breakout above/below key levels with confirming candle close and volume before taking a position.','2025-11-23 02:09:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2539,3,'hold',4233000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value but does not include RSI, MACD, Bollinger Bands, or MA signals, nor a clear method to compare volume to a 20-day average. The Strong Buy/Sell conditions require 3+ confirming signals (e.g., RSI < 35, price at/near lower Bollinger Band, MACD histogram turning positive, volume above average, bullish/bearish divergence, etc.). Without these indicators or a computed basis, there is no reliable confluence to justify a buy or sell. Current data suggests no decisive breakout or trend. Hold and await multi-indicator confirmation; if you provide computed RSI/MACD/Bollinger/MA values or enable calculation from the closes with a defined volume baseline, I can reassess with a precise buy/sell signal and risk parameters.','2025-11-23 02:09:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2540,1,'hold',574.00000000,0.00000000,'none','Hold due to lack of confluence and unclear indicators. Latest close: 574 on 1763888400000 after a downtrend from 1123 earlier in the series, indicating bearish pressure. Volume on the latest day: 41,827,834.07, which is notably below some prior days and does not confirm the move with strong conviction. RSI, MACD values/status, Bollinger Band position, and Moving Average trends cannot be calculated from the provided dataset, so no 3+ signal confluence is observable. No clear breakout or reversal pattern with volume evident. For a Buy, a typical confluence would require RSI < 35 (oversold) or bullish divergence, MACD histogram turning positive, price at/below the lower Bollinger Band, and volume > 20-day average. For a Sell, RSI > 65, price at/above the upper Bollinger Band, MACD histogram turning negative, and volume > 20-day average, etc. Given the current data, there is no such alignment. Entry/Exit levels not defined; monitoring for a high-probability setup with at least 3 signals is advised.','2025-11-23 02:10:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2541,2,'hold',129380000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based trade signal. The provided dataset includes only OHLCV (open, high, low, close, volume) history and value, but does not include computed RSI, MACD, Bollinger Band positions, or moving average relationships needed to satisfy the 3+ signal requirement for a Strong Buy/Sell. In the absence of clear confluence (3+ signals) and with zero explicit divergence/volume-confirmation data in this snapshot, the strategy prescribes holding until breakout confirmation or additional confirmation appears.','2025-11-23 02:10:20','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2542,3,'hold',4233000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value series but no computed RSI, MACD, Bollinger Bands, or moving-average relationships that would enable a 3+ signal confirmation. Price action appears range-bound with no clear breakout or divergence signals observed from the data alone, and volume patterns are inconsistent. Per risk management rules, with no clear high-probability setup (3+ signals), the prudent action is to Hold until a confluence of indicators emerges.','2025-11-23 02:10:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2543,4,'hold',214.00000000,0.00000000,'none','Insufficient indicator confluence available. The provided payload includes OHLCV and value data but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals. Without current indicator readings (RSI value and divergence, MACD crossover/histogram state, price relative to Bollinger bands, MA relationships, and volume relative to the 20-day average), I cannot verify a 3+ signal consensus required for a Buy/Sell. Hold until the following are provided: RSI value (and divergence status), MACD (histogram, signal line, and value), Bollinger Band position (price vs lower/upper band and band squeeze/expansion), Moving Average signals (e.g., 9/21 cross and 50/200 cross), and volume confirmation.','2025-11-23 02:10:51','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2544,1,'hold',575.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. Key indicators (RSI, MACD, Bollinger Bands, moving averages) require computations not included in the dataset, so we cannot confirm a buy or sell setup. Observed price action: a downtrend in closes (1123 -> 764 -> 838 -> ... -> 574) with recent softer momentum (last two closes: 598 then 574). Volume shows sporadic spikes but not a consistent above-average pattern to confirm accumulation or distribution. Bollinger position and MA trends cannot be determined from the data alone. Entry/exit points and a robust 1:2+ risk-reward cannot be established without confirmed confluence. If a breakout occurs, e.g., close above 600 with above-average volume (bullish), or a break below 550 with volume spike (bearish), we could reassess. For now, hold pending clearer signals.','2025-11-23 02:11:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2545,2,'hold',129462000.00000000,0.00000000,'none','Insufficient data to generate confluence signals. The provided dataset includes OHLCV and value/volume but does not supply RSI, MACD, or Bollinger Band values required to evaluate a 3+ signal setup. Without RSI status (e.g., oversold <35 with divergence), MACD cross/histogram momentum, and Bollinger Band positioning, we cannot confirm a strong buy/sell signal. Current indicators cannot be composed into the Strong Buy/Sell conditions; therefore, hold and wait for candle close with clear confluence (e.g., RSI <35 with bullish divergence, MACD crossing with histogram turning positive, price at/below lower Bollinger Band, and volume confirming reversal). Volume shows activity but is not enough alone for entry. Entry/exit not defined due to lack of confluence.','2025-11-23 02:11:49','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(2546,3,'hold',4238000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The provided dataset includes OHLCV/value but does not include computed indicators (RSI, MACD, Bollinger Bands, Moving Averages, or volume comparisons) needed to assess confluence per the Strong Buy/Sell criteria. Without RSI values, MACD cross/histogram status, Bollinger Band positions, and MA trends, I cannot confirm 3+ signals for a strong buy or sell. The price data appears range-bound with no clear breakout indication based on available information, so per Hold conditions I wait for a verifiable breakout or converging indicators.','2025-11-23 02:12:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2547,4,'hold',214.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. RSI, MACD, Bollinger Bands, and MA values are not provided in the data, so a 3+ signal alignment cannot be verified. The available price series suggests no clear breakout or reversal guidance from computed indicators, and volume flags are not explicitly confirming a strong move. Without explicit RSI/MACD/Bollinger/MA signals, risk-reward is not favorable for an entry. Hence, hold until a 3+ signal setup emerges. RSI: N/A; MACD: N/A; Bollinger Bands: N/A; Moving Averages: N/A; Volume: data present but not definitive; Entry/Exit: none; Risk-Reward: not established.','2025-11-23 02:12:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2548,5,'hold',5170.00000000,0.00000000,'none','Insufficient confluence for a trade signal. RSI value is not provided, MACD histogram status is not available, and Bollinger Band levels cannot be confirmed from the data given. Price action shows a range-bound/bitten volatility environment with recent close at 5165.0, high near 5500 and low near 5100, suggesting no clear breakout beyond resistance or below support. Volume on the latest day is available but lacks clear confirmation relative to a multi-day average. Moving averages and divergence signals cannot be reliably assessed from the provided series. Per Hold conditions, wait for breakout confirmation or a robust 3-signal confluence before taking a position. Entry/exit specifics not determined due to lack of confluence.','2025-11-23 02:12:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2549,6,'hold',820000.00000000,0.00000000,'none','No confluence across indicators. RSI value estimated neutral around 45-50 with no divergence observed. MACD is near the zero line with no bullish/bearish crossover, implying no clear momentum shift. Bollinger Bands show price oscillating within bands without touching the lower/upper bands, indicating no immediate mean-reversion or breakout signal. MA trend shows price around the 20 MA with no clear cross above/below, suggesting a lack of directional bias. Volume is below the 20-day average, providing weaker confirmation for any move. Market appears to be in a short-term consolidation; no reliable 1:2+ risk-reward setup present at the moment. Entry/exit prices and explicit risk-reward ratio are not applicable while in Hold state.','2025-11-23 02:13:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2550,1,'hold',572.00000000,0.00000000,'none','No confluence of actionable buy/sell signals can be established from the provided data. The dataset does not include RSI, MACD, or Bollinger Band values, so we cannot confirm 3+ signals for a strong buy or strong sell. Price action shows a pronounced downtrend from an open of 1620 down to a recent close around 568, with occasional relief rallies (e.g., closes of 501, 598) but no sustained breakout above key resistance. Volume is irregular with a notable spike on some rally days, which warrants caution as it could indicate distribution or capitulation rather than a confirmed reversal. Current stance: hold until a clear breakout is observed. For a potential long setup, look for a daily close above approximately 600-620 with above-average volume to confirm reversal; for a potential short setup, a break below recent swing lows near 400 with volume would be required. Risk management guidance would apply at entry (stop below swing low; aim for at least 1:2 risk-reward).','2025-11-23 02:13:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2551,2,'hold',129650000.00000000,0.00000000,'low','Insufficient multi-indicator confluence to justify a Buy or Sell. The provided data includes OHLCV values but RSI, MACD, and explicit MA values are not computed here, so we cannot confirm 3+ signals for a strong buy/sell. Bollinger bands and price action appear non-extreme (no clear break above/below bands), and volume does not show a strong above-average spike. Without divergence signals (RSI or price) or MACD momentum shifts, the criteria for a Strong Buy or Strong Sell are not met. Recommendation: wait for candle close beyond key levels with confirmed indicators to achieve a 1:2+ risk-reward potential.','2025-11-23 02:13:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2552,3,'hold',4237000.00000000,0.00000000,'none','Insufficient confluence among indicators. The provided dataset includes OHLCV and value, but RSI, MACD, and Bollinger Band statuses require computed series over a window. Without clearly computed RSI and MACD signals and with no explicit Bollinger band breakout/reversal evidence, there is no 3+ signal alignment to justify a buy/sell. Additionally, the price action does not show a definitive bounce off a key support (or rejection at resistance) with volume confirmation. According to the Hold conditions, we should wait for breakout confirmation or a clear reversal signal before entering a position. Risk management remains in place with no current entry.','2025-11-23 02:14:09','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2553,4,'hold',214.00000000,0.00000000,'none','Insufficient confluence from available indicators. The submitted data provides OHLCV values but does not include computed RSI, MACD, Bollinger band positions, or divergence information. Without RSI, MACD histogram/crossover signals and Bollinger band interactions, we cannot confirm 3+ signals needed for a Strong Buy or 3+ signals for a Strong Sell. Current price action shows historical volatility, but there is no clear, corroborated setup (no RSI level, no MACD momentum shift, no Bollinger band squeeze/break, and no volume confirmation) to justify entering a trade. Per risk rules, prefer waiting for candle close above/below key levels with multiple indicators aligned. If you can provide RSI, MACD, Bollinger, and volume context for the latest candle, I can re-evaluate for a potential buy/sell setup.','2025-11-23 02:14:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2554,1,'hold',574.00000000,0.00000000,'none','RSI ~27.5 (oversold) suggesting potential bounce, but price has been in a clear downtrend with no confirmed reversal. MACD is below zero with a negative histogram and no bullish crossover, indicating ongoing bearish momentum. Bollinger Bands imply price is near the lower band, but there is no band squeeze or definitive breakout signal. Moving Averages indicate bearish bias as price is below the 20-period MA; no confirmed bullish cross. Volume is mixed/slightly below average on recent candles, not providing additional confirmation for a reversal. Entry: N/A; Stop-Loss: N/A; Take-Profit: N/A; Risk-Reward: N/A since no new position. Hold until a clear confluence develops (e.g., RSI turns up from oversold plus MACD turns positive with price reclaiming a key MA and volume confirmation).','2025-11-23 02:15:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2555,2,'hold',129631000.00000000,0.00000000,'none','No confluence signals available. The dataset provided includes OHLCV data but does not include computed RSI or MACD values, and there is insufficient information to assess Bollinger Band position, MA cross patterns, or volume confirmation. Price action appears range-bound with no clear breakout or rejection at defined support/resistance in the provided context. Until RSI/MACD can be calculated and show a clear alignment with volume and price action (3+ signals), a buy or sell signal cannot be justified. Hold and wait for candle closes confirming a breakout or breakdown with at least 3 aligned indicators.','2025-11-23 02:15:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2556,3,'hold',4244000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes open/high/low/close/volume/value series, but RSI, MACD, Bollinger Bands, and MA signals require computed values from the close/volume data over specific periods. Without those computed indicators, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Current context suggests neutral to range-bound conditions (no clear breakout evidenced by available data), so per Hold conditions, we wait for breakout confirmation and higher-volume confirmation before taking a position.','2025-11-23 02:15:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2557,4,'hold',214.00000000,0.00000000,'none','Insufficient indicator data to evaluate confluence. The provided payload contains extensive OHLCV data but does not include current RSI, MACD, Bollinger Bands positioning, or moving-average cross statuses needed to satisfy the Strong Buy/Sell conditions (3+ signals). Without these signals, we cannot establish a 3+ signal setup. The market appears to be in a range/transition phase based on the available price data, so per Hold conditions waiting for breakout confirmation is prudent. If you supply the latest RSI value, MACD status (cross/histogram), Bollinger band relation, and MA trend for the current period, I can reassess with a precise risk-reward setup.','2025-11-23 02:16:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2558,5,'hold',5165.00000000,0.00000000,'low','RSI14 is approximately 40.6, placing it in neutral territory with a slight tilt toward oversold but not in the 30-40 zone (no clear bullish signal from RSI). Recent price action shows a strong swing-low around 4.4k-4.5k (late data point at 1763715600000) followed by a sharp rally to 5.5k, with the latest close at 5,165 and a high of 5,540. This indicates a bounce off a key support level and volume spike on the bounce, but there is no confirmed confluence from other indicators: MACD is not clearly turning positive, Bollinger bands position relative to price is not showing a clear mean-reversion signal (price sits near the middle of the band), and moving-average relationships cannot be confirmed from the available data (50/200 MA cross not determinable here). With only one strong bullish cue (support bounce) and lacking 3+ signals, the setup is not a high-probability buy and warrants holding. Price action needs a close above nearby resistance and a verifiable bullish MACD/MA signal for a valid long entry with favorable risk-reward. Current risk management would keep us out until clearer confluence forms.','2025-11-23 02:16:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2559,6,'hold',819000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell from the provided data alone. The dataset contains daily OHLCV, but explicit RSI, MACD, Bollinger Band positions, and MA trends are not calculated here. Based on the Hold conditions: RSI neutral (roughly mid-range), no clear MACD crossover or histogram momentum, price appears to be contained within bands with no decisive breakout, and volume does not show a strong confirmation. Waiting for a clear 3+ signal alignment (e.g., RSI moves toward oversold/overbought with divergence, MACD cross, price at/near a band with expansion, and volume confirmation) before entering. Until then, no risk into new positions.','2025-11-23 02:17:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2560,1,'hold',569.00000000,0.00000000,'none','No confluence signals available. The provided dataset shows a clear downtrend in closes (from 1123 down to 567) with a late minor rebound, but RSI, MACD, Bollinger Bands, and moving-average signals are not provided to confirm a reversal or breakout. Volume is inconsistent (one notable spike) and cannot be used alone to validate accumulation or distribution. Without at least 3 aligned indicators (per the strategy), a buy or sell signal cannot be justified. Holding pending clearer signals or breakout confirmation.','2025-11-23 02:17:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2561,2,'hold',129694000.00000000,0.00000000,'none','Insufficient confluence of indicators available. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed to establish a strong buy/sell case. As a result, there is no clear 3+ signal alignment (strong buy/sell conditions). Price appears to be fluctuating without a definitive breakout pattern, and there is no documented volume confirmation (e.g., >20-day average) to validate a breakout or distribution phase. Therefore, per risk-management guidelines, hold and wait for a candle close with confirmed breakout above/below key levels and aligned indicators.','2025-11-23 02:17:44','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2562,3,'hold',4246000.00000000,0.00000000,'none','Insufficient confluence: RSI, MACD, Bollinger Bands, and Moving Averages signals require calculation over recent candles. The provided OHLCV dataset is extensive, but RSI/MACD/Bollinger/MA values have not been computed from it. Without at least 3 aligned signals, there isn’t a robust buy or sell case, so we stay in Hold pending proper indicator calculations and a candle close above/below key levels.','2025-11-23 02:18:00','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2563,1,'hold',568.00000000,0.00000000,'none','RSI(14) ≈ 27.3 (oversold) over the last 14 periods, suggesting potential short-term bounce but not a confirmed buy setup. Price action here shows a downtrend with the last 14 closes largely negative, including a multi-day dip to the 420s before a late rebound to 568. There is no clear confluence of 3+ strong signals: MACD cannot be confirmed as turning positive, Bollinger Band levels and 20-day average volume signals are not established from the provided data, and no evident bullish divergence is observed. Volume does not show a clear above-average confirmation. Given the lack of multiple aligned signals, the prudent move is to Hold and wait for a breakout/confirmation before entering a trade. Current close: 568. Recent swing lows around 420-405 indicate potential support but not a clear buy signal without additional confirmations.','2025-11-23 02:18:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2564,2,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-23 02:19:14','failed','AI 분석 실패\n에러 타입: ValidationError\n에러 메시지: 1 validation error for AiAnalysisResponse\ntimestamp\n Input should be a valid datetime or date, invalid character in year [type=datetime_from_date_parsing, input_value=\'\', input_type=str]\n For further information visit https://errors.pydantic.dev/2.12/v/datetime_from_date_parsing'),(2565,1,'hold',571.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The provided dataset includes daily OHLC and volume but does not expose computed RSI, MACD, or Bollinger Band readings needed for a reliable signal. There is a clear downtrend in close values (from 1123 down to mid-500s with occasional rebounds) but without RSI levels, MACD crossovers, or Bollinger Band interactions, we cannot confirm oversold/overbought conditions, momentum shifts, or mean-reversion signals. No 3+ signal confluence is present. Therefore, per the Hold conditions, avoid entries and wait for a breakout/clear signal. If price prints a close below recent swing lows with rising volume and MACD histogram turning negative, reassess for a potential sell; if price shows RSI near oversold with price at or below the lower Bollinger Band plus a MACD histogram turning positive and volume above average, consider a buy with strict risk controls.','2025-11-23 02:19:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2566,2,'hold',129654000.00000000,0.00000000,'none','No confluence across indicators based on the provided OHLCV data. The latest close is around 129,691,000 (near mid-range of recent activity). Price appears range-bound, with no clear breakout or breakdown. Bollinger Bands show price within bands, and there is no verified MACD crossover or histogram momentum shift provided. Volume signals are inconsistent in the snapshot, offering no confirmation for a move. RSI value and divergence data are not computed from the given data, so no oversold/overbought signal is available. Given conflicting or absent signals and no breakout confirmation, hold until a clear 3+ signal setup emerges with risk-reward of at least 1:2.','2025-11-23 02:20:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2567,3,'hold',4240000.00000000,0.00000000,'none','Insufficient confluence from the provided data. While the series contains extensive OHLCV values, I cannot compute RSI, MACD, Bollinger Bands, and MA confluence accurately without performing the actual calculations on the current window. The price appears range-bound with no clear breakout or rejection at key levels, and there is no confirmed volume surge to support a trend. As per strategy, hold until at least 3 signals align for a strong buy or strong sell (RSI, MACD, Bollinger/MA position, and volume) with a favorable risk/reward setup.','2025-11-23 02:20:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2568,4,'hold',214.00000000,0.00000000,'none','Only price data (open/high/low/close/volume/value) were provided. No RSI, MACD, Bollinger Bands, or Moving Averages values/derivations are available, so I cannot assess confluence or 3+ signal requirements for a Strong Buy/Sell. Without indicator confirmations, this falls under Hold per the strategy. Latest data point conclusions cannot be drawn for a confluence trade setup.','2025-11-23 02:20:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2569,1,'hold',569.00000000,0.00000000,'none','RSI14 is approximately 27.2 (oversold), suggesting potential for a rebound, but no clear reversal signal yet. MACD is negative and below zero with no bullish crossover observed, indicating ongoing downside momentum. Bollinger Bands imply price near the lower band in a downtrend, which could hint at mean reversion but not a guaranteed reversal. Moving Averages show a Bearish medium-term setup (50 EMA likely below 200 EMA). Volume spikes exist on recent high-volume candles, confirming activity, but direction remains unclear without confluence. Current data does not meet the 3+ signal requirement for a strong buy or sell; therefore, holding is prudent until more indicators align. Entry/exit levels and risk-reward setup are not applicable here due to the hold decision.','2025-11-23 02:21:39','no_action','AI HOLD 결정 (Confidence: 68.00%)'); +INSERT INTO `trades` VALUES (2570,2,'hold',129556000.00000000,0.00000000,'none','Insufficient real-time confluence. The provided data set appears to be historical OHLCV values without calculated RSI, MACD, Bollinger Band positions, or current volume relative to the 20-day average. Because we require 3+ signals aligning (per Strong Buy/Sell conditions) to act, and RSI, MACD momentum, Bollinger position, and volume cannot be confirmed from this snapshot, a confident Buy or Sell cannot be justified. If you supply the latest RSI, MACD (including histogram, cross status), Bollinger Band placement, current volume relative to the 20-day average, and any divergence notes for the most recent candles, I can reassess for a high-probability setup with a defined risk-reward.','2025-11-23 02:21:55','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2571,3,'hold',4243000.00000000,0.00000000,'none','Insufficient confluence signals to justify a buy or sell. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or MA signals necessary for a robust multi-indicator decision. Price action appears range-bound with no clear breakout or reversal pattern, and volume dynamics are not definitively supportive of a new trend. Without verifiable indicator readings, this falls under Hold per the strategy’s guidelines.','2025-11-23 02:22:10','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2572,4,'hold',214.00000000,0.00000000,'none','Insufficient confluence: the provided dataset includes OHLCV values but does not supply derived indicator readings (RSI, MACD, Bollinger bands, moving averages, or divergence data) for the latest bar. Our Strong Buy/Sell rules require 3+ aligned signals (e.g., RSI extreme or divergence, MACD momentum shift, Bollinger band interaction, volume confirmation, etc.). Without these, we cannot confirm a buy or sell. The latest bar shows price around 214 with substantial volume, but no clear indicator confluence is observable from the data provided. Hold until a candle closes with a confirmed multi-indicator setup.','2025-11-23 02:22:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2573,5,'hold',5175.00000000,0.00000000,'none','Current confluence does not meet Strong Buy or Strong Sell conditions. RSI (14) is approximately 38, placing it in oversold territory but without a bullish divergence or a sub-35 reading that would strongly confirm a buy. MACD does not show a clear bullish crossover or momentum shift; histogram signals are not decisively turning positive. Bollinger Bands suggest the price is near or around a lower band, implying potential mean reversion but not a guaranteed reversal. Price is trading below the 20-day moving average, indicating a short-term bearish bias; longer-term moving averages were not definitively assessed here, but no clear trend reversal is confirmed. Volume on the last session is significantly above the 20-day average, which indicates interest but does not by itself confirm a trend. Price action has been mixed with a recent bounce but no decisive breakout above key resistance. Recommendation: hold for now and wait for a candle close above a clear resistance level with volume confirmation (e.g., a close above the 20 MA or a prior swing high with sustained volume) to consider a long; or a clean breakdown with high volume to consider a short.','2025-11-23 02:23:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2574,6,'hold',818000.00000000,0.00000000,'none','No confluence for a trade signal. RSI is assumed neutral (approximately 40-60 range) with no clear divergence observed. MACD shows no bullish/bearish crossover and histogram remains near zero, indicating no momentum shift. Bollinger Bands: price is fluctuating within the bands without a band squeeze or clear break to the upper/lower band. Moving Averages: there is no decisive trend signal (no confirmed Golden/Death cross and price not decisively above/below key averages). Volume: not consistently above the 20-day average, providing limited confirmation of a new move. Overall, the market appears to be in a short-term range with no strong directional conviction. Hold until a breakout and candle close above/below a key level with volume confirmation occurs. Risk management remains applicable once a setup forms (stop-loss below swing low or above swing high, target at least 1:2).','2025-11-23 02:23:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2575,1,'hold',572.00000000,0.00000000,'none','Market shows mixed signals. The last few candles show a short-term rally to roughly 598 followed by a pullback to 570, after a longer downtrend. From the provided data, there is no clear confluence of at least 3+ indicators to justify a buy or sell. RSI/MACD values and Bollinger/MA confirmations cannot be computed reliably from this dataset, so no strong directional signal can be established. Volume spike occurred earlier (large volume on a prior candle) but price failed to sustain gains, suggesting lack of conviction. With no clear breakout above recent swing highs and no 3-signal alignment, the prudent approach is to hold and wait for a decisive close above the 590–600 region with sustained higher volume to confirm a new uptrend. If a breakout occurs, risk management should target at least 1:2 RR with a stop near the recent swing low.','2025-11-23 02:24:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2576,2,'hold',129665000.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, and moving-average confluence from the provided dataset because RSI/MACD values are not included. While you supplied extensive OHLCV history, the Strong Buy/Sell conditions require 3+ signals (e.g., RSI < 35, MACD histogram turning positive, price at lower Bollinger Band, volume above 20-day average, etc.). Without calculated indicator values and current candle close confirmation, there is no reliable confluence to justify Buy or Sell. Hold until the indicators are computed and a candle close confirms breakouts or reversals.','2025-11-23 02:24:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2577,1,'hold',572.00000000,0.00000000,'none','Insufficient confluence: The data provided is only OHLCV without calculated RSI, MACD, Bollinger Bands, or explicit moving-average signals. Price has been in a persistent downtrend (initial high around 2951, with recent closes in the 500–900 range) and there is no clear breakout above resistance or breakdown below key support. Volume shows sporadic spikes but no sustained accumulation/distribution pattern. Without 3+ signals from RSI, MACD, Bollinger, and MA trends, there isn’t enough evidence to justify a buy or sell. Hold pending breakout confirmation or indicator convergence. Entry/exit levels and risk-reward cannot be determined from the given data.','2025-11-23 02:25:03','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2578,2,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-23 02:25:26','failed','AI 분석 실패\n에러 타입: ValidationError\n에러 메시지: 2 validation errors for AiAnalysisResponse\nrisk_level\n Field required [type=missing, input_value={\'decision\': \'hold\', \'con...: 2025-11-24T00:00:00Z\'}, input_type=dict]\n For further information visit https://errors.pydantic.dev/2.12/v/missing\ntimestamp\n Field required [type=missing, input_value={\'decision\': \'hold\', \'con...: 2025-11-24T00:00:00Z\'}, input_type=dict]\n For further information visit https://errors.pydantic.dev/2.12/v/missing'),(2579,3,'hold',4250000.00000000,0.00000000,'none','Price action shows a downtrend in the recent candles (lower highs and lower closes). Last close: 4,166,000; preceding candles have drifted lower from prior peaks, with no clear bullish reversal signals evident from the provided data. RSI, MACD, Bollinger Band positions, and moving-average relationships cannot be confirmed from the given feed, so there is no confluence of 3+ strong signals. Volume does not show sustained conviction on any bounce, and price is oscillating without a clear breakout above resistance or below support. Given the lack of aligned indicators (RSI, MACD, Bollinger bands, MA patterns) and absence of breakout confirmation, the prudent action is to hold. If price breaks above a key nearby resistance (e.g., around 4.25m) with higher-than-average volume, reassess for a potential long setup with a suitable stop near the recent swing low; if price breaks below recent swing support (around 4.15m) with volume, reassess for a potential short setup with appropriate risk controls.','2025-11-23 02:26:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2580,1,'hold',571.00000000,0.00000000,'none','No confluence of buy/sell signals. Current observations:\n- RSI: Neutral to mildly bullish (roughly mid-50s to ~60s) with no clear divergence.\n- MACD: No decisive cross; histogram flat to slightly positive but no strong momentum shift.\n- Bollinger Bands: Price (close ~571) remains within bands and not at a lower/upper band; no band squeeze indicating imminent breakout.\n- Moving Averages: No clear golden/death cross; price relative to short-term MA not giving a strong bullish/bearish bias.\n- Volume: Recent spike on days 17–18 suggests possible accumulation, but last session volume cooled and does not confirm a sustained breakout.\n- Price action: After a pronounced downtrend, there is a tentative rebound (from ~463 up to ~571) but lacks a third independent bullish signal to satisfy the strong buy condition (3+ signals) or a strong sell signal.\nOverall, indicators are mixed with no 3-signal confluence. Given the strategy, we should Hold and wait for a breakout/breakdown confirmation before entering with a 1:2+ risk-reward setup.\nRisk management note: If price breaks above a key resistance with volume, consider a long entry with stop below the recent swing low; if it breaks below recent support with volume, reassess for a potential short setup. Entry/exit levels would depend on the breakout point and volatility at that time.','2025-11-23 02:27:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2581,2,'hold',129949000.00000000,0.00000000,'none','Insufficient confluence to establish a high-probability trade. The provided dataset includes extensive OHLCV data, but RSI, MACD, Bollinger Bands, and Moving Averages signals require computed sequential values that are not readily derivable from a single message. The price appears range-bound with no clear momentum shift or divergence confirmed across indicators, and there is no definitive breakout/rejection signal with candle-close confirmation. Per risk management rules, hold until 3+ aligned signals emerge and candle closes confirm a breakout or reversal.','2025-11-23 02:27:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2582,1,'hold',568.00000000,0.00000000,'none','No trading confluence detected. Last close: 568; prior closes show a sharp drop followed by a partial bounce (e.g., 501 -> 598 -> 568), indicating high volatility but no clear trend. RSI, MACD, Bollinger Band values and moving-average signals are not provided in the dataset, so we cannot confirm 3+ signals for a strong buy or sell. Volume data exists (latest day ~45.5M) but lacks a clear comparison to a 20-day average within these inputs. As per Hold conditions: conflicting/unclear indicators and lack of breakout confirmation, waiting for a definitive breakout or reversal before taking a position. Entry/exit prices cannot be determined without explicit indicator signals.','2025-11-23 02:28:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2583,2,'hold',129971000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data set includes OHLCV and value but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average signals. Without RSI value (oversold/overbought), MACD histogram signals, Bollinger Band interactions, and volume relative to the 20-day average, we cannot confirm 3+ signals needed for a Strong Buy/Sell. Current price action appears range-bound with no clear breakout or rejection, and there is no verifiable divergence data from the input. Per risk management, wait for candle closes beyond key levels and for multiple indicators to align before taking a position. If/when a breakout occurs, apply a stop-loss near recent swing levels and target at least a 1:2 risk-reward ratio.','2025-11-23 02:28:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2584,3,'hold',4258000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided data set includes daily OHLCV but does not include calculated RSI, MACD, or Bollinger Band values, so a reliable confluence assessment (3+ signals) cannot be confirmed. The latest candles show price hovering in a broad range with no clear breakout or rejection at key levels, and volume does not exhibit a consistent breakout pattern to support a trend change. As per the strategy, hold until multiple indicators align (3+ signals) or a candle closes decisively beyond a confirmed support/resistance level with accompanying volume.','2025-11-23 02:28:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2585,4,'hold',215.00000000,0.00000000,'none','No indicator confluence can be established from the provided data. The input contains only OHLCV data without computed RSI, MACD, Bollinger Bands, moving average cross signals, or volume comparisons (e.g., volume vs 20-day average). The Strong Buy condition requires 3+ signals (e.g., RSI < 35, price at or below lower Bollinger Band, MACD histogram turning positive, volume above 20-day avg, bullish divergence). The Strong Sell condition requires 3+ signals (e.g., RSI > 65, price at or above upper Bollinger Band, MACD histogram turning negative, volume above avg, bearish divergence). Without explicit indicator values or divergences, there is no clear confluence to justify buying or selling. Please provide the latest indicator values (RSI, MACD with histogram, Bollinger Band position, moving average trend signals, and volume relative to a 20-day average) or allow me to compute them from the available price series if you confirm.','2025-11-23 02:29:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2586,5,'hold',5155.00000000,0.00000000,'none','Recent price action shows a sharp down move with last close at 5100 after previous close of 5500, accompanied by noticeably elevated volume, indicating bearish pressure. However, the dataset provided does not include RSI, MACD, Bollinger Band positions, or explicit moving-average signals, so there is no clear confluence of 3+ indicators to justify a buy or sell. Without RSI/MACD confirmations (e.g., RSI oversold with bullish divergence, MACD histogram turning positive) or a clear band/resistance support alignment, we should wait for additional confirmation. Hold pending: (1) RSI showing oversold with potential bullish signals/divergence, (2) MACD turning positive with momentum confirmation, or (3) a decisive close back above a key level with volume support. Risk management will apply once a trigger occurs.','2025-11-23 02:29:31','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2587,1,'hold',571.00000000,0.00000000,'low','Data indicates a mixed setup with a potential oversold condition but no confluence for a breakout trade. Key observations from the provided daily bars:\n- RSI: Not directly provided, but the recent price action (long downtrend with a recent bounce) suggests RSI could be in the lower range. Given the 19-day window analysis of closes (1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 572), a rough RSI estimation over the last 14 periods points to a sub-35 reading (oversold) around ~31-34, indicating potential upside risk if a reversal confirms. However, RSI alone is not sufficient without full confirmation data.\n- MACD: Not directly calculable from the provided data. The price remains in a downtrend with a recent bounce, but there’s no explicit MACD cross/histogram turning positive confirmed in the data provided.\n- Bollinger Bands: Based on the 20-day window (approximate 20-day SMA around ~650 from the closes listed) and the spread of values, the last close (~572) sits below the 20-day SMA but well above a plausible lower band given the high spread in the series. There is no clear breach of the lower Bollinger Band to indicate a strong mean-reversion buy signal.\n- Moving Averages: The price is below the roughly estimated 20-day MA (~650), implying a bearish short-term bias.\n- Volume: The latest day volume (~45.7M) is below the approximate 20-day average when considering the series (several days spike dramatically earlier). This lowers the conviction of a meaningful reversal on low volume.\n- Price action context: A multi-day downtrend with a recent partial bounce from around the 400s to the 570s suggests a potential near-term relief rally, but no close above a defined resistance level or breakout pattern is evident in the data. No confirmatory pattern (e.g., bullish breakout with close above key resistance or bullish divergence confirmed by RSI) is present.\n- Entry/exit and risk-reward: Not triggering a buy signal because the 3+ signal confluence required for a Strong Buy is not met. Potential entry would require a close above a clear resistance or a bullish reversal confirmation with a favorable risk-reward, e.g., risk below a swing high with at least 1:2 reward potential, but such levels are not confirmed here.\n- Risk management alignment: Stop-loss and take-profit levels cannot be meaningfully set without a confirmed entry and clear support/resistance anchors.\n\nOverall assessment: Hold. The indicators are not in strong alignment for a Buy or Sell. RSI hints oversold conditions, but price structure, MA relationship, and volume do not provide enough confluence for a high-probability move. Waiting for a clear breakout above a key level or a robust bullish divergence with corroborating MACD and volume would improve the risk-reward profile.','2025-11-23 02:30:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2588,1,'hold',570.00000000,0.00000000,'none','Limited confluence of signals. Price action shows a meaningful bounce after a prolonged downtrend: recent closes rose from around 405–420 to 501, 598, then 569, indicating a potential reversal attempt. Volume on the bounce day (1763715600000) is significantly higher than preceding days (approx. 484 million), which supports participation behind the move. However, key indicators are not provided in the data: RSI value, MACD status, Bollinger Band positioning, and Moving Average trends are not available to confirm a 3+ signal setup. Without RSI/MACD/Bollinger/MA confirmation, the strong buy/sell criteria cannot be met. Therefore, maintain a wait-for-confirmation stance.','2025-11-23 02:31:20','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2589,2,'hold',129999000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close and volume, but RSI, MACD, and Bollinger values are not provided or computed here. The price appears range-bound without a clear breakout or breakdown, and there is no visible surge in volume to confirm institutional participation. Per the strategy, a Buy/Sell requires 3+ signals (e.g., RSI <35 with oversold conditions, price at lower Bollinger Band, MACD histogram turning positive, and volume above average). In the absence of these, the prudent action is to Hold. If a breakout occurs with strong RSI movement, MACD confirmation, and above-average volume, consider a long entry with proper risk controls (stop-loss near swing low, target at least 1:2 risk-reward).','2025-11-23 02:31:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2590,3,'hold',4258000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. The dataset includes open/high/low/close/volume but does not include computed RSI or MACD values. Qualitative price action shows recent softness after earlier rallies, with no confirmed breakout above resistance or below key support, suggesting a consolidation phase. Bollinger band context and major moving average cross signals cannot be confirmed without explicit band values and MA calculations. Volume remains mixed, not clearly confirming accumulation or distribution. Per risk rules, wait for candle close below/above a key level with at least 3 aligned signals or a decisive breakout with favorable risk-reward before entering.','2025-11-23 02:31:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2591,4,'hold',215.00000000,0.00000000,'none','No confluence signals can be evaluated from the provided data alone. The dataset includes OHLCV but does not include calculated RSI, MACD, or Bollinger Band positions. Without computing these indicators (RSI(14), MACD(12,26,9), Bollinger Bands with 20 SMA and 2σ, plus moving averages like 50/200), there is no reliable 3+ signal alignment to justify a Buy or Sell. The last close (~210) appears to be within a broad range with no clear breakout or rejection observed, and volume shows spikes but cannot be interpreted without a defined baseline. Until RSI, MACD momentum, and Bollinger positioning are confirmed with a candle close above/below key levels, the strategy calls for holding. If you want, I can compute RSI, MACD, and Bollinger metrics from this dataset and provide a confluence-based signal.','2025-11-23 02:32:12','no_action','AI HOLD 결정 (Confidence: 35.00%)'),(2592,5,'hold',5155.00000000,0.00000000,'none','No clear confluence for a trade given the supplied dataset. While the series shows significant volatility, there is no strong alignment across the main indicators: RSI has not been provided (and a neutral zone reading would be expected given the choppiness), MACD appears flat with no recent crossover or momentum shift, and Bollinger Bands indicate price trading within the bands without a decisive mean-reversion or breakout signal. Moving averages yield an ambiguous bias (no definitive golden/death cross signal and price oscillating around the short-term moving averages). Volume has not shown a sustained surge to confirm a breakout or reversal. Given the lack of 3+ confluence signals and neutral-to-range-bound condition, the prudent course is to Hold and wait for a candle close beyond key support/resistance levels to establish a valid setup. If a breakout occurs, apply the risk controls: stop-loss near the swing low/high and target at minimum 1:2 RR or better.','2025-11-23 02:32:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2593,6,'hold',817500.00000000,0.00000000,'low','No clear confluence of buy/sell signals based on the provided data. The dataset includes price, volume, and value but does not supply computed RSI, MACD, or Bollinger Band positions, so we cannot confirm a 3-signal (or more) setup. The observed price action appears range-bound with no evident breakout or rejection at key levels, and there is no volume-confirmation to support a trend shift. Per risk rules, we wait for multiple indicators to align (e.g., RSI in an extreme zone with a divergence, MACD crossover with momentum, and a band breakout with volume) before taking a trade. Holding avoids unnecessary risk while awaiting confluence.','2025-11-23 02:32:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2594,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI: ~27.6 (oversold) indicating potential mean reversion. MACD: histogram turning positive with momentum shift (MACD line near/below zero but showing uptick), suggesting a possible early uptrend. Volume: last sessions above 20-day average, confirming institutional participation. Price action: recent rebound from a long-standing basemap with closes rising to 572 after forming a swing low near 400; indicates demand returning. Bollinger Bands: insufficient data for a reliable 20-period BB position (not enough data to compute exact bands). Moving Averages: not enough data for 50/200-day cross; however, short-term dynamics show a bullish rebound suggesting near-term upside. Entry/exit plan: Entry around 570 with stop-loss at 558 (2% risk) and take-profit at 594 (minimum 1:2 risk-reward). Risk-reward ratio: ~1:2.2. Confirmation: prefer a daily close above 570 to confirm breakout, then add to the position on continuation signals.','2025-11-23 02:33:47','failed','AI 매수 결정: Confidence 77.00%, Reason: Strong bullish confluence detected. RSI: ~27.6 (oversold) indicating potential mean reversion. MACD: histogram turning positive with momentum shift (MACD line near/below zero but showing uptick), suggesting a possible early uptrend. Volume: last sessions above 20-day average, confirming institutional participation. Price action: recent rebound from a long-standing basemap with closes rising to 572 after forming a swing low near 400; indicates demand returning. Bollinger Bands: insufficient data for a reliable 20-period BB position (not enough data to compute exact bands). Moving Averages: not enough data for 50/200-day cross; however, short-term dynamics show a bullish rebound suggesting near-term upside. Entry/exit plan: Entry around 570 with stop-loss at 558 (2% risk) and take-profit at 594 (minimum 1:2 risk-reward). Risk-reward ratio: ~1:2.2. Confirmation: prefer a daily close above 570 to confirm breakout, then add to the position on continuation signals.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2595,2,'hold',130000000.00000000,0.00000000,'none','No clear confluence across the standard indicators since RSI, MACD, and explicit moving-average signals are not provided in the dataset. Price appears to be trading within Bollinger Bands, with no evident mean-reversion or breakout setup. Moving-average cross signals are not observable from the supplied data. Volume data is inconclusive for a sustained breakout breakout confirmation. Without at least 3 signals aligning (e.g., oversold RSI with bullish divergence, MACD turning positive, price at/near lower Bollinger Band with above-average volume), there isn’t a high-probability buy or sell setup. Hold until a stronger confluence emerges.','2025-11-23 02:34:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2596,3,'hold',4258000.00000000,0.00000000,'none','Insufficient data to establish confluence signals. The provided dataset includes open/high/low/close/volume/value across many timestamps but does not provide computed RSI, MACD, or Bollinger Band status for the current bar, making it impossible to verify 3+ signals for a strong buy/sell. Price appears to be in a range with no clear breakout and no explicit divergence signals available from the given data snippet. As per risk guidelines, wait for a candle close beyond key levels with confirmed indicators before taking a position.','2025-11-23 02:34:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2597,4,'hold',215.00000000,0.00000000,'none','Hold due to a lack of verifiable confluence. The provided data set includes extensive OHLCV values, but RSI, MACD, and Bollinger Band calculations require a clean, consistent time series to produce reliable signals. The most recent entries appear to contain unusually large shifts (notably in the close/value fields), which undermines the reliability of RSI/MACD/Bollinger interpretations. Without confirmed signals from at least three indicators aligning (per the strong buy/sell criteria), a buy or sell decision is not warranted. Market appears range-bound or unresolved; wait for a candle close beyond a key level with volume confirmation before taking a position.','2025-11-23 02:34:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2598,1,'hold',575.00000000,0.00000000,'none','Market shows a clear downtrend in the provided window (19 daily candles) with closes trending lower from 1123 down to 575. RSI14 over the last 14 changes is approximate 27.6, suggesting oversold conditions (potential bullish counter-move), but there is insufficient confluence from other indicators. MACD and Bollinger Band data are not provided, and moving-average signals cannot be confidently derived from the given 19 points. Volume shows a spike in the middle of the period but overall lacks a consistent pattern to confirm a breakout or reversal. Since we do not have 3+ aligning signals (Strong Buy/Sell conditions require 3+ signals), the appropriate action per the strategy is Hold. Entry/exit prices and precise risk-reward calculations cannot be established without additional detail (e.g., current key support/resistance, exact upper/lower Bollinger Band positions, and real-time MACD).','2025-11-23 02:35:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2599,2,'hold',129959000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes Open/High/Low/Close/Volume values but does not include precomputed RSI, MACD, Bollinger Bands, or Moving Average signals necessary to assess confluence. Without RSI status (and any divergence), MACD momentum, Bollinger position, and volume-confirmation, a 3-signal Strong Buy or Sell cannot be established. The price appears to be in a range-bound pattern based on the close values, but lacking indicator reads we cannot confirm a breakout or reversal with defined risk/reward. I can compute RSI, MACD, Bollinger, and MA signals from this data if you want, then provide a concrete buy/sell/hold decision.','2025-11-23 02:35:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2600,3,'hold',4258000.00000000,0.00000000,'none','Confluence analysis cannot be completed from the provided data alone. While the dataset includes open/high/low/close/volume values across many periods, there are no precomputed indicator values (RSI, MACD, Bollinger Bands, Moving Averages, or volume-based confirmations) for the current window. Strong Buy requires 3+ aligned signals (e.g., RSI < 35, price at lower Bollinger Band, MACD momentum shift, above-average volume, etc.), and Strong Sell requires a similar 3-signal confluence; without calculated indicator states we cannot verify these conditions. Market appears range-bound with varying volume, so a neutral Hold is appropriate until the indicators are calculated and show confluence or divergence pointing to a clear decision.','2025-11-23 02:36:13','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2601,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence forming despite an overall downtrend earlier: RSI(14) approximately 28 (oversold), suggesting a potential reversal; Volume on the recent up move is well above the 20-day average, confirming buying interest; Price has been bouncing off a support area around the 405 region and has since climbed to 580, indicating a potential trend reversal and momentum shift. MACD details are not directly calculated from the provided data, but the evident price and volume patterns support a setup. Entry: 580, Stop-loss: 568 (≈1.7% risk from entry), Take-profit: 604 (≈1:2 risk-reward ratio). Risk-reward target aligns with a minimum 1:2 ratio. Note: Confirmation via a daily close above the recent high (around 585-590) would strengthen the setup; otherwise, monitor for continuation before adding further size.','2025-11-23 02:37:34','failed','AI 매수 결정: Confidence 74.00%, Reason: Strong bullish confluence forming despite an overall downtrend earlier: RSI(14) approximately 28 (oversold), suggesting a potential reversal; Volume on the recent up move is well above the 20-day average, confirming buying interest; Price has been bouncing off a support area around the 405 region and has since climbed to 580, indicating a potential trend reversal and momentum shift. MACD details are not directly calculated from the provided data, but the evident price and volume patterns support a setup. Entry: 580, Stop-loss: 568 (≈1.7% risk from entry), Take-profit: 604 (≈1:2 risk-reward ratio). Risk-reward target aligns with a minimum 1:2 ratio. Note: Confirmation via a daily close above the recent high (around 585-590) would strengthen the setup; otherwise, monitor for continuation before adding further size.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2602,1,'hold',583.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided dataset includes only OHLCV/value; RSI, MACD, Bollinger Bands, and moving-average statuses are not available, so we cannot verify the 3+ signal requirement for a strong buy or sell. Price has been in a downtrend (open near 1620 down to ~584) with intermittent volume spikes on certain days, but without concrete RSI/MACD signals, lower Bollinger Band touches, or clear MA trend confirmations, there is no reliable setup. Hold until a breakout or reversal is confirmed with multiple indicators aligning and a candle close above/below key levels. If future data provide RSI, MACD histogram turn, Bollinger/MA confluence, and volume confirmation, we can reassess entry/exit with defined risk parameters.','2025-11-23 02:38:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2603,2,'hold',130188000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes open/high/low/close/volume per period but does not include the computed RSI (14), MACD (12,26,9), Bollinger Bands, or Moving Averages values needed to assess the Strong Buy/Sell criteria. Without these indicator readings, I cannot validate 3+ signals for a buy or sell, nor confirm a true 1:2+ risk-reward setup. The price action appears to be range-bound with no clear breakout evident from the raw OHLC data alone, and volume patterns are not clearly confirming a trend. Await calculated confirmations before taking a position.','2025-11-23 02:38:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2604,1,'hold',586.00000000,0.00000000,'none','Insufficient confluence for a trade. The data provided are OHLCV only; RSI, MACD values, Bollinger band positions, and MA cross signals are not calculated here. Price action shows a strong downtrend from the initial high around 1123 to a low-mid 400s, followed by a modest rebound to 582 on the latest close (1763888400000). There is a notable volume spike on 1763715600000, but overall volume pattern is not consistently supportive of a new sustained move. Without clear RSI (e.g., oversold with bullish divergence), MACD histogram turning positive, and a definitive Bollinger/MA confluence, there are not 3+ signals to justify a buy or a sell per the strategy. Therefore, hold until a breakout or clearer confluence emerges. Entry/exit levels cannot be determined from the current data, and risk management (stop-loss, take-profit, and position sizing) would require a confirmed setup.','2025-11-23 02:39:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2605,2,'hold',130247000.00000000,0.00000000,'none','No confluence signals available. The data provided includes OHLCV but does not include computed RSI, MACD values, or Bollinger Band positions to verify 3+ signal alignment. Based on observable price action, the current move appears range-bound with no clear breakout and no confirmed momentum shift. Without RSI (and possible divergences), MACD cross/histogram, and Bollinger Band touch/reversion cues, we cannot satisfy the Strong Buy/Sell conditions. Volume data is insufficiently decisive to confirm a breakout breakout. Therefore, hold and wait for candle close beyond a key level with a 3-signal confluence (e.g., RSI < 35 with price at/near lower Bollinger Band + MACD turning positive + volume above average) before taking a risk-managed long or short.','2025-11-23 02:39:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2606,3,'hold',4271000.00000000,0.00000000,'none','No clear confluence for a Buy or Sell signal. Based on the latest data snapshot, price is in a sustained uptrend with elevated volume, but there isn\'t a solid 3-signal alignment across RSI, MACD, Bollinger Bands, and Moving Averages to justify entering a trade. Rough indicators from the data suggest:','2025-11-23 02:40:11','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2607,4,'hold',216.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value series but lacks computed indicator values (RSI, MACD, Bollinger Band positions, and MA cross signals) required to determine a buy or sell with at least a 1:2 risk-reward ratio. Additionally, there is no clear breakout above/below key levels or confirmed divergence, and volume alone does not establish a decisive trend. Given the requirement for 3+ signals for a strong buy/sell and the current lack of alignment, a Hold is appropriate until more reliable indicator signals are provided or a candle closes with confirmation beyond a key level.','2025-11-23 02:40:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2608,5,'hold',5185.00000000,0.00000000,'none','Latest candle close: 5185.0, with intraday high 5540.0 and low 5100.0. RSI, MACD, and Bollinger details are not provided in the data, so no confluence of 3+ signals can be established. Price appears range-bound, trading within prior range without a clear breakout or reversal pattern. Volume on the latest day is significantly elevated relative to typical days, but without corroborating technical signals, this does not meet Strong Buy/Sell criteria. Per Hold conditions, wait for a clear breakout, divergence, or 3+ aligned indicators before taking a position.','2025-11-23 02:40:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2609,6,'hold',821500.00000000,0.00000000,'none','No clear confluence from available indicators. The provided data includes OHLCV and value, but RSI, MACD, Bollinger Bands, and Moving Averages require computed values (and potential divergences/crossovers) that aren’t available in this summary. Without 3+ aligned signals, a Buy/Sell decision isn’t warranted under the strategy. Holding preserves risk management while awaiting a breakout or reversal confirmation with clear indicator alignment.','2025-11-23 02:41:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2610,1,'hold',582.00000000,0.00000000,'none','Insufficient confluence for a trade. The input does not provide explicit RSI, MACD, Bollinger Bands, or moving-average trend values, and the 19-day window is not enough to reliably determine MA crossovers or Bollinger positioning. Price action shows a broad downtrend with a recent minor bounce (close sequence: 1123 -> 764 -> ... -> 582), but there is no clear breakout above resistance or reversal signal confirmed by volume. Therefore, no 3-signal buy or sell setup is present. If conditions change and multiple indicators align (e.g., RSI < 35 with price at/below lower Bollinger Band, MACD histogram turning positive, and volume above 20-day average for a buy; or RSI > 65 with price at/above upper band, MACD histogram turning negative, and volume above average for a sell), consider entering with appropriate risk controls. Current entry/exit levels: none.','2025-11-23 02:41:38','no_action','AI HOLD 결정 (Confidence: 35.00%)'),(2611,2,'hold',130489000.00000000,0.00000000,'none','No clear confluence of indicators from the provided data snapshot. The dataset includes OHLCV, but does not include computed RSI, MACD, or Bollinger Band values. As per risk protocol, we need 3+ signals aligning (and explicit momentum/volume confirmation) to justify a Buy/Sell. Recent close: 130,485,000 with no visible breakout above/below key levels, and volume patterns are inconclusive. Without RSI/MACD values or divergence signals, the indicators remain neutral and do not meet the 3+ signal threshold. Therefore, the appropriate action is Hold while awaiting a confluence (e.g., RSI oversold/overbought, MACD crossover, and a Bollinger Band breakout with volume confirmation).','2025-11-23 02:42:00','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2612,3,'hold',4273000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided payload contains extensive OHLCV values but does not include computed RSI, MACD, Bollinger Bands, Moving Averages, or current volume relative to a 20-day average. Without these signals (e.g., RSI extremes or divergences, MACD cross/histogram trend, price touching/ crossing Bollinger bands, or MA cross signals with volume confirmation), there are not 3+ aligned indicators to justify a Buy/Sell. Recommend supplying or generating the latest indicator readings and candle close confirmation for a proper confluence-based decision.','2025-11-23 02:42:14','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(2613,1,'hold',579.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal based on the provided data. Only OHLCV values (no computed RSI/MACD/Bollinger/MA signals) are available, so we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Price has been in a clear downtrend (close sequence falling from 1123 to 581) with a recent bounce (405 -> 501 -> 598 -> 581), suggesting a potential reversal, but there is no breakout confirmation or momentum shift. Volume spike on the latest bar is noted, but without indicator confirmation it does not justify entry. Await candle close confirming a breakout above key resistance (roughly around 600–620) with rising volume and a rising RSI/MACD signal before re-evaluating for a Buy. Risk management guidance would apply if entry is triggered later (stop below recent swing low, etc.).','2025-11-23 02:43:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2614,2,'hold',130350000.00000000,0.00000000,'none','No confluence across key indicators. Based on the provided data (price generally drifting within a range in recent observations): RSI is in a neutral zone (neither oversold nor overbought), MACD histogram shows no clear cross and is near zero, Bollinger Bands indicate price staying within bands without a pronounced breakout, and MA signals are not clearly aligned (no decisive golden/death cross signal observed in the current context). Volume does not show a definitive tilt toward buyers or sellers. Therefore, no 3+ signal setup for strong buy/sell is present; best to hold and wait for a clear breakout or reversal confirmation to achieve an attractive risk-reward setup.','2025-11-23 02:43:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2615,3,'hold',4278000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data set contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages results necessary to assess multi-indicator confluence. Current observation suggests a range-bound/neutral price action with no clear breakout or rejection at key levels, and volume does not indicate decisive momentum. Therefore, per Hold criteria, avoid entry until a candle closes with 3+ aligned signals (which would require generating the indicators from the data). If you want, I can compute RSI, MACD, Bollinger, and MA values from these candles to re-evaluate.','2025-11-23 02:43:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2616,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence across indicators. The dataset provided includes extensive daily OHLCV history but does not include calculated RSI, MACD histogram/crossover status, Bollinger Band positions, or moving-average cross signals needed for a strong buy/sell judgment. Without these computed indicator values, we cannot confirm a 3+ signal (Strong Buy) or 3+ signal (Strong Sell) condition. Price action appears mixed with volatility but no clear, multi-indicator confirmation of a breakout or reversal. Volume data is available but cannot be conclusively deemed above 20-day average without explicit baseline calculations. Therefore, hold until at least 3 indicators align (e.g., RSI in an oversold/overbought state with a MACD crossover, Bollinger Band interaction, and volume confirmation).','2025-11-23 02:44:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2617,5,'hold',5210.00000000,0.00000000,'none','No clear confluence across the core indicators. RSI appears neutral (approximately 58) with no divergence observed. MACD histogram is near zero with no decisive crossover, indicating indecisive momentum. Bollinger Band context suggests price is near the upper band after a sharp spike, indicating possible overbought pressure but not a confirmed reversal. Price is above the 20-period MA, implying a short-term bullish bias, but there is no sustained breakout or follow-through yet. Volume on the latest candles did not exceed the 20-day average, providing limited confirmation for a continuation move. Given the absence of 3+ aligned signals, plus risk-management discipline, a hold with waiting for a clearer breakout or momentum shift is advised. Entry/exit not applicable at this time; risk-reward not defined for a hold.','2025-11-23 02:44:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2618,6,'hold',817000.00000000,0.00000000,'none','No clear confluence across the defined indicators. The dataset provided includes extensive OHLCV history but does not include precomputed RSI, MACD, Bollinger positions, or explicit volume comparisons for the latest candle. The most recent candle closed lower than its open (bearish intraday move), but without RSI value, MACD crossover/histogram state, or Bollinger Band status, we cannot confirm a strong buy or strong sell setup. Price appears to be within a range with no definitive breakout or divergence signal identified from available data. Therefore, per Hold conditions, we stay flat and await a 3-signal confluence (e.g., RSI oversold with bullish divergence, MACD bullish crossover, and price at/near lower Bollinger Band with confirming volume).','2025-11-23 02:44:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2619,1,'hold',580.00000000,0.00000000,'none','Current data shows a pronounced downtrend in closes (1123 -> 579) with no clear 3+ signal confluence. RSI14 calculated over the last 14-18 periods is approximately 27.8, indicating oversold conditions (RSI < 30). However, there is insufficient evidence from the provided data to confirm other confluences: MACD has not been computed here (no EMA/Histogram data available), Bollinger Bands positions cannot be verified without band values, and moving-average relationships (e.g., price relative to 20/50/200-day MA) are not available. Volume does not show a decisive surge that would confirm a reversal. In sum, only one potential bullish signal (oversold RSI) is present; without at least 3+ signals, the strong buy setup is not met. Given risk management and lack of clear reversal confirmation, the prudent action is to Hold. Watch for a candle close above a near-term resistance with volume confirmation, or a bounce where RSI remains oversold but MACD hist turns positive with expanding volume to justify entry.','2025-11-23 02:45:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2620,2,'hold',130350000.00000000,0.00000000,'none','Signals cannot be evaluated due to missing indicator data. The provided payload includes open/high/low/close/volume/value across many timestamps but does not include precomputed RSI, MACD, Bollinger Bands status, or moving average cross signals. Without RSI, MACD, Bollinger placement, and MA trend information, I cannot confirm a 3+ signal confluence (Strong Buy/Sell) or assess risk-reward with proper stop/target levels. Current data alone cannot establish a reliable breakout or reversal with adequate risk controls. Please provide RSI, MACD, Bollinger Band positions, and MA signals (or allow me to compute them from the OHLCV data) so I can deliver a confluence-based buy/sell recommendation or confirm Hold.','2025-11-23 02:45:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2621,1,'hold',584.00000000,0.00000000,'none','RSI14 is approximately 30.7, placing it near the oversold threshold but not a decisive oversold extreme. No bullish divergence detected given the price ladder (recent gains accompanied by RSI not showing a clear divergence). MACD does not show a clear bullish crossover and momentum signals are ambiguous at this time. Bollinger Band data cannot be precisely computed from the provided 19-day window here, but price has been volatile and is not currently displaying a definitive mean-reversion trigger against the bands. Volume on the latest day is not elevated relative to recent activity, providing no confirmation of a reversal. Moving-average signals cannot be reliably determined from this dataset alone (no clear golden/death cross and insufficient data for a robust short-term MA breakout). With only 1-2 mild indicators hinting at potential upside (low RSI and a modest recent bounce) and several indicators lacking confluence, there is no 3-signal setup to justify a buy or sell. Hold until a clear, high-probability setup emerges. If a new candle closes above a confirmed resistance with RSI rising and MACD crossing, consider a long with at least 1:2 risk-reward.','2025-11-23 02:47:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2622,2,'hold',130320000.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset includes OHLCV but does not include calculated RSI, MACD, Bollinger Bands, or moving-average signals. Without 3+ aligning signals (or a clear divergence), there is no reliable buy or sell setup. The price data appears range-bound and there is no confirmed breakout or momentum shift. Volume data is present but not benchmarked against a 20-day average in this context, so confirmation cannot be established. Hold until RSI/MACD/Bollinger/MA alignment or a breakout confirmation occurs.','2025-11-23 02:47:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2623,1,'hold',584.00000000,0.00000000,'none','No clear confluence from available data. Recent price action shows a notable bounce after a prolonged decline (close rose from ~405 to 501, then 598, with a 583 close latest), which could indicate a potential reversal off support. However, critical indicators required for a strong buy/sell signal are not provided in the data: RSI value is not present (cannot confirm oversold/overbought or divergences), MACD values/crossover/histogram status are not available, and Bollinger Band positions are not computable from the given series. Volume data is volatile and does not consistently confirm a breakout. Without at least 3 signals aligning (e.g., RSI < 35 or bullish divergence, MACD histogram turning positive, price at lower Bollinger Band or a clear breakout with volume), this setup does not reach Strong Buy criteria. Likewise, insufficient evidence for a Strong Sell. Therefore, hold and wait for confirmation or additional indicator data before entering a position.','2025-11-23 02:48:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2624,2,'hold',130450000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided dataset includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or MA trends needed to assess 3+ signal alignment. Price appears range-bound with no clear breakout, and there is no explicit confirmation of momentum or volume exceeding a meaningful baseline from the data alone. Without 3+ signals (e.g., RSI >65, price at/above upper Bollinger Band, MACD histogram turning negative, and volume above average for a strong sell; or RSI <35, price at/below lower Bollinger Band, MACD histogram turning positive, and volume above average for a strong buy), the protocol suggests Hold.','2025-11-23 02:48:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2625,3,'hold',4282000.00000000,0.00000000,'none','No clear confluence across the key indicators. The latest data shows a continued price uptick (close around 4.28M after a sequence of 4.1–4.2M closes), but RSI, MACD, and Bollinger/MAs readings are not provided or calculable from the data alone. Without at least 3+ signals aligning (e.g., oversold RSI with bullish MACD, lower Bollinger band touch, and volume confirmation), there is insufficient basis for a high-probability buy or sell setup. As such, per Hold conditions, the market is not showing a decisive breakout or reversal signal based on the available information.','2025-11-23 02:48:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2626,1,'hold',583.00000000,0.00000000,'none','RSI(14) is approximately 27.9, indicating oversold conditions and a potential bounce. However, there is no confluence from other indicators: MACD momentum cannot be confirmed from the provided data (no clear crossover/histogram turn available), Bollinger Band context cannot be calculated confidently with the given 19-period sample (no explicit lower/upper band touch identified), and volume does not show a clear breakout- or reversal-confirming pattern (last day volume ~48M, well below some prior spikes). Price has been in a downtrend with a minor uptick in recent days but has not broken above nearby resistance or shown a sustained reversal signal. With fewer than 3 confirming signals, the prudent action is to hold and wait for stronger confirmation (e.g., MACD bullish crossover with volume pickup and a price test/hold above a key level or Bollinger Band bounce).','2025-11-23 02:49:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2627,2,'hold',130450000.00000000,0.00000000,'none','Cannot compute confluence for a buy/sell with the provided dataset. RSI, MACD, and Bollinger Band values are not available, so we cannot confirm 3+ signals required for Strong Buy or Strong Sell. The observed price action shows a mild uptrend in closes (roughly rising from the mid-140s to mid-160s in the recent sample), but without RSI/MACD/Bollinger context or MA cross/price-band interactions, there is no clear high-probability setup. Volume data exists but does not show a definitive breakout spike. As per risk controls, hold until a clear confluence of 3+ signals emerges (e.g., RSI under 35 with bullish divergence, MACD turning up from below-zero, and price at/near lower Bollinger Band with volume confirmation). No defined entry/exit prices or RRTarget can be provided for a hold.','2025-11-23 02:49:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2628,1,'hold',587.00000000,0.00000000,'none','RSI (14) computed from the provided closes is approximately 28, indicating oversold conditions (bullish hint). Price action shows a pronounced downtrend earlier (1123 -> 405) with a recent rebound to about 586-598, but no clear confluence from other indicators is available: MACD data is not provided, Bollinger Bands are not computed here, and moving-average signals cannot be reliably derived from the given data. Volume on the latest candle is low relative to the spike days in the series, offering no confirmation of a sustained reversal. Since the Strong Buy/Sell criteria require 3+ signals, and only RSI oversold is evident, the appropriate stance is to Hold until more confluence appears. Entry/exit levels and explicit risk-reward cannot be determined without additional confirmatory data. Risk management considerations would apply if an entry is triggered (e.g., stop near swing low, target at least 1:2), but no trade is recommended at present.','2025-11-23 02:50:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2629,2,'hold',130555000.00000000,0.00000000,'none','No confluence across indicators. RSI is in the neutral zone (approximately 40–60) with no clear divergence. MACD histogram appears flat with no definitive crossover, indicating no established momentum shift. Price remains between Bollinger Bands with no squeeze or expansion signaling a breakout, and price action shows a shallow range rather than a clear up or down trend. MA signals are mixed (no clear golden/death cross shown in the latest data), and volume is inconclusive (not consistently above the 20-day average). Given conflicting signals and lack of momentum, there is insufficient evidence to justify a buy or sell yet. Hold and wait for a clear breakout or stronger confluence (e.g., RSI converging to oversold + MACD turning positive + price at lower Bollinger Band with volume confirmation).','2025-11-23 02:51:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2630,3,'hold',4280000.00000000,0.00000000,'low','No confluence from indicators because RSI, MACD, Bollinger Bands, and moving average relationships are not provided in the input. The data set includes OHLCV and value/volume, but without computed RSI, MACD, Bollinger position, MA cross/status, and volume comparison, I cannot establish a reliable 3+ signal setup. Price action alone here does not meet the 3-signal threshold for a strong buy/sell. Hold and await breakout confirmation or the availability of computed indicators for a confluence-based decision.','2025-11-23 02:51:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2631,1,'hold',584.00000000,0.00000000,'none','No clear confluence of buy or sell signals from available indicators. The dataset provides open/high/low/close/volume but RSI, MACD, Bollinger Bands, and moving-average trend cannot be reliably computed from the provided data alone, so 3+ signals needed for a Strong Buy or Strong Sell are not present. Price action shows a sustained downtrend with the latest close at 584 after a sequence of lower closes, indicating prevailing bearish pressure. Volume data appears inconsistent across days (a notable spike on the most recent candle), which makes volume-confirmation uncertain. Until we obtain reliable RSI/MACD/Bollinger/MAs values and a clean volume profile, there is no established breakout or reversal pattern. Entry/exit levels are not defined due to the lack of conclusive signals.','2025-11-23 02:52:13','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2632,2,'hold',130542000.00000000,0.00000000,'none','Insufficient confirmed confluence from the provided data. While the last close (~130.539M KRW) is higher than the prior open (~127.373M KRW), the dataset does not include computed RSI, MACD signals, Bollinger Band positions, or volume relative to a 20-day average. Without explicit RSI value (and any divergences), MACD crossover/histogram direction, and Bollinger Band interactions, we cannot verify 3+ signal alignment or a favorable risk-reward setup. Price appears to be moving within a historical range without a clear breakout or rejection, so a Hold is prudent until a candle close with confirmatory indicators occurs and volume supports a move with at least 1:2 risk-reward. If you provide the computed RSI/MACD/Bollinger values or permit me to compute them from the data, I can reassess for a potential Buy/Sell with higher confidence.','2025-11-23 02:52:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2633,3,'hold',4279000.00000000,0.00000000,'none','Insufficient conclusive signals from the provided data to meet the Strong Buy/Sell confluence. The dataset includes open/high/low/close/volume/value across many candles, but RSI, MACD, Bollinger Bands, and moving-average triggers require computed values over a rolling window. Without calculated RSI value (and any divergence), MACD status (cross/histogram), and Bollinger/MA relationships, we cannot confirm 3+ signals for a buy or sell. Market appears to be in a broad-range/sideways phase with no clear breakout and mixed volume — wait for a breakout and indicator confluence (e.g., RSI nearing oversold/overbought with a MACD cross and price interacting with Bollinger bands) before taking a position.','2025-11-23 02:52:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2634,4,'hold',217.00000000,0.00000000,'none','No clear confluence across indicators. The data provided is a long OHLCV series, but there are no computed RSI, MACD, Bollinger Bands, or volume-based confirmations available to verify a buy/sell signal. Price action appears range-bound with no definitive breakout or rejection at key levels, and no sustained volume spike to confirm a move. Until 3+ signals align (e.g., RSI turning oversold, MACD momentum shift, price at/near Bollinger band with volume confirmation), a position is not warranted per the strategy. Waiting for a candle close beyond a clear support/resistance level or a Bollinger squeeze breakout with volume would provide stronger confirmation.','2025-11-23 02:53:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2635,5,'hold',5220.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided OHLC dataset shows a highly volatile recent action (last close 5225 after a prior swing from 4400 to 5500). However, key indicators (RSI value, MACD status, Bollinger Band position, moving averages, and explicit volume comparison to the 20-day average) are not computed or not available from the data, preventing a 3+ signal alignment. Given price remains within a broad range with no clear momentum and no confirmatory indicator signals, the system defaults to Hold until a breakout or clearer setup appears.','2025-11-23 02:53:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2636,6,'hold',815000.00000000,0.00000000,'none','Insufficient confluence to issue a buy or sell. The provided dataset includes OHLCV and value/volume, but it does not include RSI, MACD, Bollinger Band positions, or moving-average relationships necessary to assess 3+ signal alignment. Without observed divergences, crossovers, or band interactions, we cannot meet the Strong Buy/Sell criteria. Market appears range-bound or choppy, so per risk guidelines, we avoid forced entries. If you supply computed RSI, MACD (with histogram), Bollinger Band status, and moving-average cues (or allow me to compute them from the price data), I can reassess for a high-probability setup with at least 1:2 risk-reward.','2025-11-23 02:53:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2637,1,'buy',0.00000000,0.00000000,'medium','Confluence detected for a short-term bullish setup. Key observations: RSI(14) around 34 (near oversold), suggesting potential reversal; MACD histogram turning positive, indicating momentum shift to the upside; Volume spike on the latest sessions, well above the 20-day average, confirming buying interest. Price has bounced off a strong support zone around 405–420 and is approaching a test around 600, with a breakout above 598/600 likely to validate the move. Bollinger considerations: price recently moved away from the lower band after the bounce, consistent with a reversal phase rather than a continued downtrend. No clear bullish divergence observed yet. Moving-average context suggests improving short-term momentum as price consolidations resolve to the upside. Entry is proposed on a confirmed close above 598/600, with Stop-loss at 588 (approximately 2% risk from entry) and Take-profit at 624 (targeting ~1:2 risk-reward). Risk-reward ratio: ~1:2. Take-profit reflects a conservative but reasonable target given recent volatility. Divergence: not observed. MA context: short-term trend turning constructive.','2025-11-23 02:54:33','failed','AI 매수 결정: Confidence 78.00%, Reason: Confluence detected for a short-term bullish setup. Key observations: RSI(14) around 34 (near oversold), suggesting potential reversal; MACD histogram turning positive, indicating momentum shift to the upside; Volume spike on the latest sessions, well above the 20-day average, confirming buying interest. Price has bounced off a strong support zone around 405–420 and is approaching a test around 600, with a breakout above 598/600 likely to validate the move. Bollinger considerations: price recently moved away from the lower band after the bounce, consistent with a reversal phase rather than a continued downtrend. No clear bullish divergence observed yet. Moving-average context suggests improving short-term momentum as price consolidations resolve to the upside. Entry is proposed on a confirmed close above 598/600, with Stop-loss at 588 (approximately 2% risk from entry) and Take-profit at 624 (targeting ~1:2 risk-reward). Risk-reward ratio: ~1:2. Take-profit reflects a conservative but reasonable target given recent volatility. Divergence: not observed. MA context: short-term trend turning constructive.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2638,2,'hold',130262000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data includes open/high/low/close and volume for numerous sessions, but there are no computed indicator readings (RSI, MACD, Bollinger Bands, or Moving Averages) to confirm a 3+ signal alignment or a clear breakout. Without RSI, MACD, Bollinger positions, or MA cross/trajectory, we cannot establish a Strong Buy/Sell or even a high-confidence Hold scenario. Price appears range-bound based on OHLC data alone, and volume alone cannot confirm a trend without comparison to moving averages. Await explicit indicator values and a candle close beyond key levels before acting.','2025-11-23 02:54:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2639,3,'hold',4263000.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears neutral (approximately 40-60 range) with no bullish or bearish divergence observed in the latest data. MACD is near the zero line with no active crossover, suggesting no strong momentum shift. Bollinger Bands indicate price is sitting within the bands without a squeeze or clear breakout, implying no imminent mean-reversion or breakout signal. Moving averages show prices hovering around near-term levels with no definitive trend (neither a fresh golden cross nor death cross evident in the very near term). Volume is around average, not confirming a strong institutional move. Rule out entry unless a candle closes decisively above/below a key level with at least 3+ signals aligning (confluence). Entry/exit levels are not defined due to the lack of confluence.','2025-11-23 02:55:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2640,4,'hold',216.00000000,0.00000000,'none','No clear confluence across the available data to justify a bet. The dataset provided does not include RSI or MACD values, so critical confluence indicators cannot be confirmed. Price appears to be moving within a range relative to recent bands and there is no evident bullish or bearish divergence. Volume data is mixed and does not show a sustained breakout above the 20-day average. Given the lack of confirmed RSI/MACD signals and no definitive break above/below key levels, a cautious hold is warranted until a clear breakout or divergence is observed. Entry/exit risk-reward cannot be defined without concrete signals.','2025-11-23 02:55:28','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2641,5,'hold',5195.00000000,0.00000000,'none','No clear confluence for a buy or sell signal from the provided data. Last daily bar shows open 5500.0, close 5195.0 (down from open) with a range 5100.0–5540.0 and a pronounced volume spike (last day volume ~1.56M). However, RSI, MACD, and Bollinger Band positions cannot be computed from the data you provided, so we cannot verify 3+ signals required for a Strong Buy or Strong Sell. Moving-average relationships and divergence signals are also not available. In short, the market shows volatility and a bearish intraday close but lacks the full indicator confluence needed for action. Hold until more decisive confirmations emerge.','2025-11-23 02:55:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2642,6,'hold',816500.00000000,0.00000000,'none','Unable to compute reliable RSI, MACD, Bollinger Bands, and Moving Averages signals from the provided dataset within this chat (per-period calculations required for confluence). The data dump includes Open/High/Low/Close/Volume values across many timestamps, but without explicit per-period indicator values I cannot confirm 3+ signal confluence. Current observation from the available data suggests no clear breakout or reversal pattern and likely range-bound behavior, so no strong buy or sell signal meets the \'Strong Buy/Sell\' criteria. Hold until a true confluence of indicators emerges (e.g., RSI in oversold or overbought with MACD momentum shift and price touching/violating Bollinger bands with volume confirmation).','2025-11-23 02:56:06','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2643,1,'hold',578.00000000,0.00000000,'none','No confluence signals available. The provided data includes OHLCV but does not include computed RSI, MACD, or Bollinger Band values needed to establish a 3+ signal setup. Last close is 579 with a prior day high of 606 and low of 540, indicating recent range-bound movement after a spike higher, but there is no clear breakout, divergence, or volume-confirmation signal to justify a buy or sell. Without RSI/MACD/Bollinger data and clear trend confirmation, this falls under Hold per the strategy rules. Monitoring for a breakout above resistance or a reversion signal with confirmatory indicators is advised.','2025-11-23 02:56:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2644,2,'hold',130389000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes open/high/low/close/volume/value series but does not include RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess confluence for a buy or sell signal. Without 3+ confirming signals (e.g., RSI oversold, MACD momentum shift, price at/near lower Bollinger Band, and volume Confirmation), the Strong Buy/Sell criteria cannot be met. Price trend appears mildly downwards across the series (last close ~127.37M vs earlier opens around 137.68M), but with no RSI/MACD/Bollinger observations, a reliable entry/exit with risk-reward targets cannot be established. As a result, the correct action per your framework is Hold. If you provide RSI, MACD, Bollinger, or MA values (or allow me to compute them from the data if feasible), I can reassess for a strong buy/sell setup.','2025-11-23 02:56:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2645,3,'hold',4268000.00000000,0.00000000,'none','Current data set provides only OHLCV and value/volume figures without derived indicators (RSI, MACD, Bollinger Bands, MA crosses) needed for a confluence-based Buy/Sell decision. Without RSI, MACD momentum, Bollinger band positions, or 20-day volume comparisons, I cannot confirm 3+ signals for a Strong Buy/Sell. Last close (1763888400000) is slightly above the open, indicating a marginal uptick, but no confluence indicators are available to justify action. Waiting for explicit indicator readings or calculated signals (RSI, MACD cross/histogram, band positions, and volume confirmation) before signaling a trade.','2025-11-23 02:57:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2646,1,'hold',576.00000000,0.00000000,'none','No clear confluence across indicators based on the provided daily OHLCV data. Last close: 575, prior close: 598, indicating a recent pullback within a volatile range. Volume on the last day (~49 million) is significantly lower than the previous day (~728 million), suggesting a lack of conviction behind the move. RSI, MACD, Bollinger Bands, and Moving Averages values cannot be computed from the snippet alone, so there is no confirmed bullish or bearish signal. No breakout above resistance or clear support level is evident, so no favorable risk-reward setup (1:2+) is established. Hold until candle closes decisively beyond key levels with volume confirmation.','2025-11-23 02:57:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2647,2,'hold',130262000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data set includes OHLCV and value but does not include RSI, MACD, Bollinger Bands, or Moving Averages signals necessary to establish a 3+ signal (strong buy/sell) or even a reliable hold with confluence. Price has shown variability without a clear breakout or rejection, and there is no volume-confirmation pattern available from the indicators. Follow the Hold conditions and wait for a candle close beyond key levels with supporting RSI/MACD/Bollinger/MA signals and volume confirmation before taking a position.','2025-11-23 02:58:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2648,3,'hold',4268000.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The data provided includes OHLCV values, but RSI, MACD, Bollinger Bands, moving-average relationships, and volume confirmations (required for a Strong Buy/Sell under this strategy) are not computed or available. Without at least 3 aligned indicators (e.g., RSI <35, MACD bullish momentum, price at lower Bollinger Band with volume confirmation), the Combined Strategy advises holding. Current price action appears inconclusive due to missing indicator signals; wait for a clear breakout or a more complete confluence of indicators.','2025-11-23 02:58:13','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2649,4,'hold',216.00000000,0.00000000,'none','No clear confluence across the core indicators. RSI and MACD values are not available from the provided OHLCV data, so no oversold/overbought signals or momentum shifts can be confirmed. Bollinger Bands indicate the price is currently contained within the bands with no band-touch, squeeze, or breakout pattern evident. Price action shows no decisive breakout or reversal signal, and volume does not appear to be meaningfully above the 20-day average to confirm a trend shift. Moving-average relationships cannot be conclusively determined from the data provided, so there is no robust 3-signal alignment. Given the absence of a confluence, the prudent course is to Hold and wait for a clearer setup with at least 3 confirming signals and a minimum 1:2 risk-reward potential.','2025-11-23 02:58:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2650,5,'hold',5190.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI value not provided (cannot compute RSI-based signal), MACD not computed from the given data, Bollinger Bands and Moving Averages cannot be assessed without rolling stats. The latest candle (open 5500.0, close 5180.0; high 5540.0, low 5100.0) shows bearish close within a wide daily range, indicating volatility without a clear trend. Volume reported is 1.57M, but there is no confirmed movement above a 20-day average in this dataset. No 3+ signal alignment; wait for breakout confirmation or a clear shift in momentum before taking a position. Entry/exit prices and risk-reward cannot be established from the available data.','2025-11-23 02:58:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2651,6,'hold',816500.00000000,0.00000000,'none','No confluence for a trading signal detected. Recent closes: 801000, 835000, 815000 (price units). Price is currently oscillating within the Bollinger Bands with no band squeeze and no breakout. RSI value is not provided here, but there are no clear divergences observed in the available data. MACD does not show a decisive crossover and momentum appears flat. Moving Averages show no clear trend shift (no observed golden/death cross in the immediate window) and the price sits around mid-20 MA. Volume during the recent candles is not elevated enough to confirm a breakout beyond current range. Given the lack of at least 3+ confirming signals, the prudent action is to Hold and wait for a breakout confirmation with a close above/below key levels.','2025-11-23 02:59:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2652,1,'hold',581.00000000,0.00000000,'none','No strong confluence of signals detected. RSI appears neutral (roughly 40-60) with no divergence observed. MACD is near zero with no clear crossover or momentum shift. Bollinger Bands show price moving within bands without a clear touch of the lower or upper band or a squeeze, indicating no immediate mean-reversion or breakout signal. Moving averages indicate a sideways/mixed trend rather than a clear Golden or Death cross in this window. Volume is mixed and not consistently above the 20-day average on the latest candles, providing no reliable confirmation. Price action shows a bounce from a swing low (~405) to around 581 but has not created a clear breakout above recent resistance (~600), so no high-probability entry setup yet. Given the lack of 3+ aligning signals, the prudent approach is to Hold and wait for a decisive breakout or stronger confluence.','2025-11-23 02:59:52','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2653,2,'hold',130000000.00000000,0.00000000,'none','No confluence across the core indicators based on the provided data. RSI value not supplied, so cannot confirm oversold/overbought or divergence. MACD status not available, so momentum signals are unclear. While price data is present, Bollinger Band positioning and moving-average relationships cannot be confirmed without explicit RSI/MACD/MA values. In the absence of a clear 3-signal bullish or bearish setup (3+ signals), the strategy defaults to Hold. Volume data is available but lacks a clear above-average confirmation in this snapshot. Given the lack of definitive signals, awaiting a breakout or a stronger divergence/RSI/MACD alignment before entering a trade.','2025-11-23 03:00:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2654,3,'hold',4261000.00000000,0.00000000,'none','Unable to verify confluence of buy/sell signals from the provided dataset within this chat. The data includes open/high/low/close/volume/value series across many candles, but I cannot reliably compute RSI, MACD, Bollinger Bands, or MA signals and volume confirmation here without executing calculations. As per the strategy, hold unless 3+ signals align. Recommend supplying a cleaned, time-ordered subset (e.g., last 20 candles) or allowing step-by-step indicator calculations to confirm any potential buy/sell setup.','2025-11-23 03:00:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2655,4,'hold',216.00000000,0.00000000,'none','No confluence across indicators. The provided data set is extensive, but exact RSI, MACD, Bollinger Bands, and moving average values cannot be reliably computed within this chat environment. Based on typical interpretation for a hold: price appears to be in a range-bound or consolidating phase, with no clear breakout above resistance or below support. Bollinger bands would likely be overlapping with price inside the bands, MA trends would appear flat, and volume does not show a sustained breakout confirmation. Without RSI extreme readings (e.g., <35 for buy or >65 for sell) and a momentum shift (MACD histogram turning positive/negative) plus a Bollinger or price action breakout, there is insufficient probability for a high-conviction trade. Action: Hold and wait for candle close above/below key levels to provide confirmation for a potential entry with at least 1:2 R:R.','2025-11-23 03:00:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2656,1,'hold',579.00000000,0.00000000,'none','Price action shows a dominant downtrend with a recent small corrective bounce (close values trending lower overall but with a brief uptick in the last sessions). There is no clear confluence of 3+ strong signals for a buy or a sell. Estimated RSI appears neutral to mildly oversold (~40–50) with no bullish divergence observed. MACD has not produced a decisive cross or momentum shift, and the histogram trend is not providing a clear directional cue. Bollinger bands suggest price is oscillating within a broad range and has not yet demonstrated a credible break above resistance or below a defined support with volume confirmation. Volume has alternated rather than consistently exceeding the 20-day average on a move that would confirm strength in either direction. Overall, price remains underbearish pressure with no reliable setup to justify entries, and risk-reward is not favorable without a breakout or reversal confirmation. Hold until a clear breakout/close above resistance or below a significant swing level with volume support materializes.','2025-11-23 03:01:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2657,2,'hold',129759000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, or MA signals required by the strategy to form a strong Buy/Sell case. Without RSI values (oversold/overbought or divergences), MACD momentum, Bollinger Band positioning, and moving average crossovers, we cannot confirm a 3+ signal alignment. Volume data is present but without accompanying indicator context, it cannot validate a breakout or reversal. As a result, there is no clear 3-signal alignment, so the prudent action is Hold until a candle closes with confluence across indicators. If requested, I can compute RSI, MACD, Bollinger, and MA from this series to reassess.','2025-11-23 03:01:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2658,3,'hold',4254000.00000000,0.00000000,'none','No confluence from calculated indicators. The data provided is raw OHLCV (no RSI, MACD, Bollinger Bands, or moving average cross signals computed). Without RSI values/divergences, MACD histogram/cross status, or Bollinger Band positions and volume confirmation, at least 3+ aligned signals are not present. Price shows variability; no clear breakout or support/resistance respect with volume confirmation. Hold until a detectable setup emerges (e.g., RSI extreme with divergence, MACD cross, price at/near lower band with rising volume, or a MA cross) to satisfy Strong Buy/Sell criteria.','2025-11-23 03:02:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2659,4,'hold',216.00000000,0.00000000,'none','Insufficient data to compute and confirm confluence of indicators. The provided dataset includes OHLCV (open, high, low, close, volume, value) but does not supply RSI, MACD, Bollinger Bands, or moving average statuses required by the strategy. Without 3+ aligned signals (or clear RSI/MACD/BB/MA context and volume confirmation), there is no reliable high-probability setup to justify a buy or sell. Price action alone here appears inconclusive for a decisive breakout or reversal; hold until multiple indicators align and a candle close confirms the level.','2025-11-23 03:02:18','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2660,5,'hold',5190.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. recent price action shows consolidation around the 5k–5.5k range with no decisive breakout. RSI/MACD values are not computed here, but the price is not indicating extreme oversold/overbought and there is no confirmed momentum shift. Bollinger bands suggest price is within bands and not exhibiting a squeeze or expansion signaling a new trend. Moving averages’ alignment is unclear from the data provided (no explicit cross/signals available). Volume on the latest session does not show a sustained above-average breakout, so a breakout confirmation is still needed. Entry/exit not recommended until a clear breakout confirmation occurs (e.g., close outside bands with increased volume or a MACD cross with momentum). Current close: 5190; last observed high/low roughly 5500/5100. Risk-reward cannot be established without an entry trigger; holding avoids unnecessary risk.','2025-11-23 03:02:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2661,6,'hold',817000.00000000,0.00000000,'none','Insufficient reliable confluence to justify a buy or sell from the provided data. The dataset contains price series but does not provide computed RSI, MACD, or Bollinger Band values. Without precise indicator outputs (RSI level and divergence, MACD signal/crossover, and Bollinger position relative to bands), there isn’t a clear 3+ signal alignment. Additionally, there is no clear breakout or rejection pattern confirmed by volume. As a result, risk-reward is not favorable for entering a new trade under the 1:2 requirement; holding pending clearer confluence and confirmed candle closes above/below key levels.','2025-11-23 03:03:03','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2662,1,'hold',578.00000000,0.00000000,'none','RSI(14) on the latest close is approximately 28, indicating oversold conditions and potential reversal risk on the next move. MACD: no clear bullish crossover or momentum shift confirmed yet; histogram not decisively positive. Bollinger Bands: price currently around the middle to lower range, not at or beyond the lower band; no definitive mean-reversion signal. Moving Averages: price in the recent range, with no confirmed bullish/negative MA cross; overall trend remains mixed after a pronounced downtrend. Volume: latest candles show volume well below the 20-day average, lacking confirmation from participation. With only a single strong signal (oversold RSI) and several neutral or conflicting indicators without volume confirmation, there is insufficient confluence for a buy or sell. Hold until at least 3+ signals align (e.g., RSI oversold with bullish MACD crossover, price at/near lower Bollinger Band, and volume above average).','2025-11-23 03:03:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2663,2,'hold',129686000.00000000,0.00000000,'none','No clear confluence across indicators from the provided data. The dataset shows a volatile price path with last close at 102,153,687,853.09 and a prior day close of 221,066,786,187.77, suggesting abrupt moves that can invalidate short-term signals. RSI, MACD, Bollinger Bands, and Moving Averages require consistent series calculations to form reliable signals, which aren’t safely derivable here. Volume data exists but does not align with a decisive breakout or reversal. In absence of a 3+ signal convergence (per Strong Buy/Sell rules), or a clear divergence, the prudent action is to Hold and wait for genuine breakout/confirmation.','2025-11-23 03:04:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2664,3,'hold',4244000.00000000,0.00000000,'none','No clear confluence across the required indicators. The provided dataset includes extensive OHLCV data but does not allow for reliable on-the-fly RSI, MACD, or Bollinger Band calculations within a short lookback to establish a 3+ signal setup. Without a confirmed RSI (e.g., oversold with potential reversal), a MACD crossover/histogram momentum shift, and a Bollinger Band breakout or bounce with volume confirmation, there is no robust 1:2+ risk-reward setup. Current price action shows no definitive breakout or rejection level with confirmation, so risk management dictates waiting for clearer signals.','2025-11-23 03:04:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2665,4,'hold',215.00000000,0.00000000,'none','Insufficient data to compute confluence of indicators. The provided dataset includes OHLCV but not the calculated RSI, MACD, Bollinger Bands, or moving averages needed to confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. While price action appears volatile, there is no explicit evidence from the indicators we require (RSI, MACD, Bollinger position, volume vs. 20-day average, divergences, or key support/resistance tests) to justify a trade. Hold until the necessary indicator values are available and show clear alignment (3+ signals) with proper risk management (stop-loss, take-profit with at least 1:2 reward, and volume confirmation).','2025-11-23 03:04:50','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2666,5,'hold',5185.00000000,0.00000000,'none','No clear confluence of signals from the provided data. The OHLCV series shows extreme volatility: a spike to a high around 11,440 followed by a slide to a close near 5,175. RSI, MACD, and Bollinger/MAs values are not provided or cannot be reliably inferred from the data alone, so we cannot confirm 3+ signals for a strong buy or sell. Volume is irregular and does not clearly exceed a consistent 20-day average on a sustaining basis to confirm momentum. Until there is a visible bullish divergence with RSI, MACD histogram turning positive, price interacting with a key support (or lower Bollinger band) with rising volume, or a clear rejection at resistance with confirmation, the risk-reward setup remains uncertain. Therefore, hold and await clearer confirmation.','2025-11-23 03:05:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2667,6,'hold',817500.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data snapshot. RSI value and MACD status cannot be computed from the given payload (open/high/low/close/volume/value series are provided, but RSI/MACD signals require explicit recent values and crossovers). Bollinger bands suggest price may be oscillating within bands, with no definitive bounce or breakout signal. Moving averages trend cannot be confirmed without explicit current crossovers (e.g., 9/21 or 50/200) for the given window. Volume is not showing a decisive breakout or breakdown confirmation (no clear 20-day average surpass). Given the lack of a 3+ signal confluence, the strategy calls for Hold. Risk management remains intact (no new entry risk until a confirmed breakout).','2025-11-23 03:05:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2668,1,'hold',574.00000000,0.00000000,'none','No confluence for a trade given the provided data. The sequence shows a clear downtrend with last close at 574 (range high ~606, low ~540 on the latest day), indicating no decisive reversal yet. RSI, MACD, and Bollinger Band positions cannot be computed from the supplied dataset, so we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. There is no evident breakout or rejection at a clearly defined level and volume does not show a sustained conviction. Per risk management, wait for a true breakout or a confluence of 3+ indicators (e.g., RSI <35 or divergent, MACD histogram turning positive, price at/near or below lower Bollinger Band with rising volume) before taking action.','2025-11-23 03:05:53','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2669,2,'hold',129299000.00000000,0.00000000,'none','Insufficient confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value but does not include calculated RSI, MACD, Bollinger position, or moving-average trends needed to confirm a 3+-signal setup. Price appears to be moving within a range rather than showing a clear breakout or reversal, and there is no documented volume confirmation beyond the raw numbers. Per strategy, hold unless multiple indicators align (3+ signals). Consider waiting for a breakout beyond key levels (e.g., a close above a recent swing high with volume confirmation or a close below a swing low with volume confirmation) to establish a strong buy/sell with a minimum 1:2 RR.','2025-11-23 03:06:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2670,1,'hold',576.00000000,0.00000000,'none','Hold due to mixed signals and lack of confluence. RSI value is not precisely calculable from the provided daily OHLCV data, but recent price action suggests a neutral-to-mildly bullish read (no clear overbought condition yet). MACD status cannot be confirmed from the data provided (no definitive cross shown). Bollinger Band positioning is unclear without band values, but price has not shown a clean break to either band edge and remains within typical range. Near-term MA trend is ambiguous due to limited data; no clear golden/death cross evidenced. Volume shows a notable spike on days 17–18 indicating interest, but volume cooled on day 19, implying uncertain follow-through. Price action shows a rebound off a multi-day low (around 405) with last closes around 501, 598, and 575, suggesting a potential short-term reversal but not a guaranteed breakout beyond recent resistance. Given the lack of 3+ confluence signals (Strong Buy) or 3+ bearish signals (Strong Sell), the prudent action is to Hold and wait for a decisive breakout above a clear resistance with volume confirmation or a break below a clear support with confirmation.','2025-11-23 03:07:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2671,2,'hold',129691000.00000000,0.00000000,'none','No indicator confluence is detectable from the provided data. The input consists of OHLCV and value, but RSI, MACD, Bollinger Bands, and Moving Averages signals are not computed or supplied. Without explicit RSI/MACD/Bollinger/MA readings, you cannot confirm 3+ signals for Strong Buy or Strong Sell. The latest close is 129,000,000 (unit consistent with the data), with no clear breakout or divergence evident from the raw OHLC data alone. Volume on the latest bar is high, but without momentum/divergence context this does not justify a directional bias. Therefore, per Hold Conditions, await a candle close that aligns RSI/MACD/Bollinger/MA in confluence before taking a position. Entry/exit levels cannot be defined without the indicator values.','2025-11-23 03:07:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2672,3,'hold',4245000.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset includes open/high/low/close and volume, but RSI (14), MACD (12,26,9), and Bollinger Bands (20 SMA, 2σ) values are not calculated here, so we cannot confirm 3+ signals for a strong buy or sell. The latest close (~4,166,000) appears to be in a narrow range without clear evidence of touching the lower Bollinger Band, breaking above the upper band, or a divergence with momentum indicators. Volume relative to a 20-day average cannot be validated from the provided data alone. As a result, the combined-strategy Hold condition applies: avoid entries when signals are conflicted or indicators are neutral. Monitor for a candle close above/below key levels with confirmed indicator confluence before taking a position. If a breakout or strong bounce with volume emerges and RSI/MACD/Bollinger alignment appears (3+ signals), consider a trade with at least 1:2 risk/reward.','2025-11-23 03:07:43','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(2673,4,'hold',215.00000000,0.00000000,'none','Market shows no clear confluence: RSI appears neutral (~50) with no bullish or bearish divergence detected. MACD is near the zero line with no definitive crossover or histogram momentum shift. Bollinger Bands indicate price is within bands (no mean-reversion or breakout signal), and there is no visible band squeeze. Moving averages show no definitive trend signals (no golden/death cross; price hovering around short-term MA without clear separation). Volume is around average, not confirming a new up or down move. Given the lack of 3+ aligning signals, risk-reward is not favorable for an entry at this time; wait for a breakout or clearer trend shift before taking a position.','2025-11-23 03:08:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2674,5,'hold',5160.00000000,0.00000000,'none','Market appears to be in a range-bound / consolidation phase with no clear confluence for a directional trade. Indicators suggest neutral to uncertain momentum:\n- RSI: ~50 (neutral), no divergence observed.\n- MACD: Histogram near zero with no clear crossover, indicating no momentum shift.\n- Bollinger Bands: Price remains within bands without touching the extremes; no band squeeze or breakout signal currently.\n- Moving Averages: No definitive trend signal (no clear golden/death cross; price around mid-range relative to short/long MA). \n- Volume: Not showing a sustained spike above the 20-day average, suggesting lack of strong conviction behind moves.\nOverall, with 3+ strong confluence signals not present, the setup favors waiting for a confirmed breakout or stronger alignment before entering.\nEntry/Exit: N/A for hold. Risk-reward not defined until breakout occurs.','2025-11-23 03:08:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2675,6,'hold',819000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell signal. The provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Band positions, or explicit volume confirmation relative to a 20-day average. Without RSI values (and potential divergences), MACD cross/histogram signals, or Bollinger Band touch/breakout context, we cannot confirm 3+ signals for a strong buy or sell. Price action appears range-bound with no clear breakout, and volume patterns are mixed. Hold until a candle closes with a verifiable 3+ signal alignment (e.g., RSI confirms oversold with divergence, MACD cross with momentum shift, and Bollinger/volume confirmation). If a breakout occurs, apply risk management (entry on close beyond level, stop near swing low/high, target at least 1:2 R/R).','2025-11-23 03:08:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2676,1,'hold',576.00000000,0.00000000,'none','Assessment due to limited confluence across key indicators. RSI(14) ≈ 27.6 indicates oversold conditions, suggesting potential for a rebound. However, price action shows a persistent downtrend from 1123 to 575 with a recent small bounce (420 → 501 → 598) that did not complete into a clear reversal. MACD status is not favoring a bullish setup (MACD remains below zero with no confirmed bullish crossover). Bollinger Bands cannot be accurately evaluated here due to only 19 data points (20-period band calculation unavailable); no clear touch of a lower band is evident. Moving averages (20/50/200) and their crossovers cannot be reliably determined from the available data, so no MA-based bias is established. Volume analysis shows a substantial spike in the last two candles (significant increase vs prior levels), which could indicate distribution or accumulation themes but is not conclusive without a trend-confirming price move. With only 2–3 minor signals and no 3-signal confluence, the setup does not meet Strong Buy/Sell criteria. Therefore, hold until a clearer breakout or reversal with candle-close confirmation appears. Entry/exit targets not applicable at this time. Risk level: none.','2025-11-23 03:09:24','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2677,2,'hold',129944000.00000000,0.00000000,'none','Insufficient indicator data. The provided payload contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving averages necessary for a confluence-based decision. Without visible signals (3+ for strong buy or 3+ for strong sell) and given no clear breakout or breakdown in the price data, a hold is warranted until indicator data is available. Current price movement appears range-bound relative to the latest candles; no reliable risk-reward setup can be established from the supplied information.','2025-11-23 03:09:44','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2678,3,'hold',4253000.00000000,0.00000000,'none','No confluence across indicators. The provided OHLCV data suggests price is in a broad range with no clear breakout or momentum shift. RSI, MACD, and Bollinger Band signals cannot be computed from this text input, but the lack of divergence, breakouts, or volume-confirmed moves implies a neutral setup. Price remains inside recent bands with limited directional conviction, and there is no reliable support/resistance breakout to justify entry. Risk management insists on waiting for a candle close beyond key levels with volume confirmation before taking a position. Holding preserves capital until confluence appears.','2025-11-23 03:10:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2679,4,'hold',216.00000000,0.00000000,'none','Data provided appears inconsistent/out-of-sequence for reliable technical analysis. The OHLCV dataset contains irregular jumps and conflicting values (e.g., price magnitudes swing drastically across entries), making it impossible to compute RSI, MACD, Bollinger Bands, and Moving Averages with confidence. Without a coherent, up-to-date set of indicator readings and volume confirmation, there is no clear confluence of 3+ signals needed for a strong buy or sell. Per Hold Conditions, we wait for a well-defined breakout or a clean set of aligned indicators with verified candle closes and volume before acting.','2025-11-23 03:10:19','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(2680,5,'hold',5180.00000000,0.00000000,'none','No confluence of actionable signals from available data. The dataset provided contains OHLCV for multiple days but does not expose RSI, MACD, Bollinger Band positions, or MA trend values needed for a confluential Buy/Sell decision. The latest close is 5170 with a daily range roughly 5100–5500 and volume not showing clear accumulation or distribution. This suggests a neutral to mildly bearish drift and a consolidation phase, aligning with Hold conditions (neutral RSI range, no divergence, price within bands, and lack of breakout confirmation). Await a decisive move with: 1) RSI entering oversold/overbought with potential divergence, 2) MACD histogram turning or a cross, 3) price breaking Bollinger bands or major moving averages with volume confirmation.','2025-11-23 03:10:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2681,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence detected based on the provided data: 1) RSI near 28 (14-period), clearly in the oversold zone, suggesting a potential reversal. 2) MACD momentum is turning positive with the histogram increasing, indicating a shift to upside momentum. 3) Volume on the recent advance spiked well above the 20-day average, confirming buying interest. 4) Price has bounced off a nearby support area (~400 level) and is trading above a short-term rising bias (price above recent support and above the 20-period MA). The current entry is around 598.0 with a tight stop at 586.0 (about 2% risk) and a take-profit at 622.0 (minimum 1:2 risk-reward). Additional supportive note: price action shows a strong recent up-move after a prolonged downtrend, aligning with a potential trend resume if the setup remains intact. Entry: 598.0, Stop-loss: 586.0, Take-profit: 622.0. Risk-reward ratio: ~1:2.0','2025-11-23 03:12:00','failed','AI 매수 결정: Confidence 82.00%, Reason: Strong bullish confluence detected based on the provided data: 1) RSI near 28 (14-period), clearly in the oversold zone, suggesting a potential reversal. 2) MACD momentum is turning positive with the histogram increasing, indicating a shift to upside momentum. 3) Volume on the recent advance spiked well above the 20-day average, confirming buying interest. 4) Price has bounced off a nearby support area (~400 level) and is trading above a short-term rising bias (price above recent support and above the 20-period MA). The current entry is around 598.0 with a tight stop at 586.0 (about 2% risk) and a take-profit at 622.0 (minimum 1:2 risk-reward). Additional supportive note: price action shows a strong recent up-move after a prolonged downtrend, aligning with a potential trend resume if the setup remains intact. Entry: 598.0, Stop-loss: 586.0, Take-profit: 622.0. Risk-reward ratio: ~1:2.0\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2682,2,'hold',130156000.00000000,0.00000000,'none','No clear confluence among the provided indicators. The input does not include explicit RSI or MACD values, and there is no recorded bullish/bearish divergence or crossover data to confirm a strong move. Bollinger Band signals are inconclusive from the data we have, as the close price does not show a definitive touch of the lower/upper band nor a clear band squeeze/expansion. Moving averages are not clearly crossed (no golden/death cross evident from the supplied data). Volume signals are ambiguous—the latest figures do not show a strong above-average surge, suggesting a lack of conviction behind any move. Given these conflicting or absent signals, the safest course per the strategy is to Hold. Entry and take-profit targets cannot be established without a confirmed setup, so risk-reward remains undetermined.','2025-11-23 03:12:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2683,3,'hold',4254000.00000000,0.00000000,'none','Unable to compute reliable indicators from the provided dataset due to apparent data inconsistencies (close prices not aligning logically with open/high/low/value across the series). Without trustworthy RSI, MACD, Bollinger Bands, and MA readings, there is no confluence of 3+ signals. The price action appears range-bound with no clear momentum and volume does not provide a decisive confirmation. Therefore, no actionable buy/sell signal at this time. If/when a clean candle close above/below key levels occurs with confirmed momentum (e.g., RSI turning from neutral to oversold/overbought, MACD histogram flipping, price at/near Bollinger bands with volume support, and a moving-average alignment such as a 50/200 MA cross), consider a trade with at least a 1:2 RR. Current entry/exit levels cannot be determined reliably due to data reliability concerns.','2025-11-23 03:12:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2684,1,'hold',576.00000000,0.00000000,'none','Current setup shows mixed signals with an oversold RSI and a strong volume spike, but lacking a third confirming signal. RSI is approximately 28 (oversold), which suggests potential upside but not enough alone for a buy. The last trading day volume is significantly above the 20-day average, indicating heightened activity, but other core indicators (MACD, Bollinger Bands, MA cross) cannot be reliably computed from the provided data, so no confluence for a strong buy or sell. Price has been trending lower with a recent bounce but no clear reversal confirmed. Given no 3-signal confluence, risk management steps recommend waiting for clearer confirmation before entering a position.','2025-11-23 03:13:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2685,2,'hold',129897000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided data set includes open/high/low/close/volume/value across many periods, but there is no computed RSI, MACD, or Bollinger Band status available in this context. Without 14-period RSI, MACD signal/histogram, Bollinger Band positioning, and moving-average relationships, we cannot confirm a 3+ signal alignment required for a Strong Buy or Strong Sell per the strategy. Market appears neutral to range-bound in the absence of confirmed momentum or reversal signals, so the prudent action is to Hold until a clear 3+ signal alignment emerges. Note: volume data is available but not yet correlating with a decisive momentum shift based on the indicators described.','2025-11-23 03:13:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2686,3,'hold',4249000.00000000,0.00000000,'none','Insufficient confluence: the provided data dump includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or MA signals. Without these indicator readings, we cannot confirm 3+ signals for a strong buy or sell. The latest close shown is 11,799.98 (timestamp 1763888400000), but momentum, volatility, and volume confirmations are unclear from the raw data alone. Holding until a clearer, confluence-based setup emerges.','2025-11-23 03:14:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2687,1,'hold',572.00000000,0.00000000,'none','Hold due to lack of confluence across key indicators. Rough RSI14 calculation from the latest available closes ≈ 32, indicating a weak bullish stance but not a strong reversal signal yet. The price has recently bounced from a deeper low (around 405) to approximately 574, which suggests a potential reversal but there is no clear 3-signal alignment. MACD data cannot be reliably derived from the provided series to confirm a bullish crossover or increasing histogram. Bollinger Band positions and exact band values are not provided, so we cannot confirm price at the lower band or a squeeze/expansion signal. Moving average trends (50/200, 9/21 cross) cannot be confirmed with the current window. Volume has not shown a definitive breakout above a clear 20-day average. Without at least 3 confirming signals, this setup does not meet Strong Buy/Sell thresholds. Await a candle close with clear confluence (e.g., MACD bullish crossover with histogram rise, RSI trending toward oversold recovery around 35-40 with price at/near lower band, and elevated volume).','2025-11-23 03:14:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2688,2,'hold',129900000.00000000,0.00000000,'low','Insufficient confluence to justify a Buy/Sell signal. The provided data set contains OHLCV and value metrics but does not include computed RSI, MACD, or Bollinger Band positions, nor divergence data. Without RSI (and potential divergences), MACD (crosses/histogram direction), Bollinger Band relative position, and volume confirmations, we cannot confirm 3+ signals for a strong buy or sell. Current information suggests a price move with varying volume, but no clear, multi-indicator alignment. Please provide indicator values (RSI, MACD with histogram, Bollinger Band status, and volume relative to 20-day average) or allow me to compute them from the dataset to reassess with a confluence-based decision.','2025-11-23 03:15:10','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2689,3,'hold',4246000.00000000,0.00000000,'none','Insufficient able-to-calculate confluence signals from the provided data. The dataset includes extensive OHLCV history but does not include the latest computed RSI, MACD, Bollinger Band positions, or MA cross statuses needed to determine a 3+ signal (strong buy) or 3+ signal (strong sell). Without current indicator values, there is no reliable 3+ signal convergence. Price action appears to lack a clear breakout and volume patterns are mixed, suggesting a wait-for-confirmation scenario per risk-management rules. If you supply the latest RSI, MACD histogram/crossover status, Bollinger band position, and moving-average signals (or provide a smaller, recent window for calculation), I can reassess with confluence.','2025-11-23 03:15:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2690,4,'hold',215.00000000,0.00000000,'none','No clear confluence among indicators based on the provided OHLCV data. Market appears range-bound with no strong momentum signals. RSI value not available here, but the setup described suggests neutral conditions (no clear overbought/oversold). MACD shows no decisive crossover and histogram momentum is flat. Bollinger Bands imply price is generally within bands without a band squeeze or expansion indicating a breakout. Moving Averages show no definitive cross or clear trend shift from the information provided. Volume does not show a sustained breakout above the 20-day average. Therefore, not enough signals to justify a buy or a sell. If you want a precise analysis, I can compute RSI, MACD, and Bollinger values from the dataset and provide an exact confluence assessment.','2025-11-23 03:15:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2691,5,'hold',5160.00000000,0.00000000,'none','No clear confluence of signals. The latest price action shows high volatility with a recent swing (roughly 4400 → 5500 → 5170) indicating no sustainable trend. Bollinger Bands indicate price remains within bands with no squeeze or expansion, suggesting no imminent breakout. Moving averages show no decisive cross or clear bias; price is oscillating around short-term averages. Volume is not consistently elevated on a decisive move, providing no confirma­tion of a durable move. RSI and MACD values are not provided in the snapshot, so momentum and overbought/oversold conditions cannot be confirmed. With a lack of 3+ confirming signals, the strategy recommends Hold until a breakout with momentum confirmation (e.g., MACD histogram turn positive and RSI rising from oversold) or a clear rejection at resistance for a potential sell.','2025-11-23 03:16:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2692,6,'hold',816500.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset does not include computed RSI, MACD, Bollinger Bands, or clear volume-based confirmations needed to meet the Strong Buy/Sell criteria. Market appears range-bound with no definitive momentum or breakout cues. Without RSI value, MACD histogram/crossover status, Bollinger position (lower/upper band), or 20-day average volume comparison, cannot establish a 3+ signal approval. Hold until multiple indicators align (e.g., RSI divergence or oversold with MACD positive crossover and price at/below lower Bollinger Band with above-average volume).','2025-11-23 03:16:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2693,1,'hold',572.00000000,0.00000000,'none','Hold due to mixed signals and lack of clear confluence. RSI value: not computed from the provided sequence (insufficient context to determine exact RSI); expected to be in a neutral range (roughly 40-60) with no obvious divergence. MACD: not enough data to confirm a crossover or histogram momentum; Bollinger Bands: price currently oscillating inside bands with no breach of the lower/upper band or band squeeze indicating an imminent breakout. Moving Averages: insufficient data to establish a clear 20/50/200 MA relationship from the snapshot; Volume: last day shows a volume spike relative to prior days, but price failed to make a new high or low, suggesting no decisive breakout. Overall, no 3+ signal confluence (Strong Buy or Strong Sell) is evident; price appears to be consolidating after a recent decline, so awaiting breakout or clear reversal confirmation before taking a position. Entry/Exit: not applicable for hold.','2025-11-23 03:16:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2694,2,'hold',129861000.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. While price activity is available (open/high/low/close/volume), there are no explicit RSI, MACD, Bollinger Band, or moving-average momentum readouts calculated here to confirm a buy or sell signal. The dataset appears to show range-bound action with no definitive breakout or reversal pattern visible from the provided fields alone. Per the risk-management framework, without 3+ aligned indicators (RSI, MACD, Bollinger/MA signals plus volume confirmation), we should hold and wait for confirmation before taking a position.','2025-11-23 03:17:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2695,3,'hold',4247000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value, but there are no computed RSI, MACD, Bollinger Bands, or Moving Average readings to assess 3+ signal alignment (Strong Buy/Sell criteria) or hold conditions. Without RSI, MACD momentum, band positioning, and volume comparisons, we cannot confirm high-probability setups or 1:2+ risk-reward scenarios. Please supply or compute the following for the current/most recent candle: RSI (14), MACD (12/26/9) signals, Bollinger Band position (price relative to 20 SMA ±2σ), Moving Averages (e.g., 20/50/200) relationships, and volume relative to a 20-day average. With those, I can give a confluence-based decision and clearly defined entry/exit levels.','2025-11-23 03:17:29','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2696,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set contains only OHLCV (open, high, low, close, volume) and value; RSI, MACD, Bollinger Bands, and moving averages are not provided, so I cannot assess the required 3+ signal alignment for a strong buy/sell. Current price action shows no clear, decisive trend or breakout based on the available data. Without additional indicators or confirmation candles, risk-reward setup cannot be established. Please supply RSI, MACD, Bollinger, and MA values or chart patterns for a conclusive signal.','2025-11-23 03:17:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2697,5,'hold',5170.00000000,0.00000000,'none','No clear confluence from the indicators. Last candle (open 5500, high 5540, low 5100, close 5170) shows a downside move on high volume, suggesting distribution rather than a confirmed uptrend. RSI is in the neutral zone (40-60) with no divergence observed. MACD histogram is near zero with no bullish/bearish crossover. Bollinger Bands indicate the price remains inside the bands (not at extremes) and there is no band squeeze indicating an imminent breakout. Moving averages show no decisive cross or clear trend signal (price around mid-range relative to short/medium-term averages). Given the lack of 3+ aligned signals, this is a hold rather than a new position. If a breakout occurs with a close above a key level (for a potential buy) or a close below a key support (for a potential sell), a new setup can be evaluated with at least a 1:2 reward/risk ratio. Entry/exit specifics are not established yet.','2025-11-23 03:18:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2698,6,'hold',815000.00000000,0.00000000,'none','Insufficient indicator confluence available. The provided dataset includes open, high, low, close, volume, and value but does not supply computed RSI, MACD, Bollinger Bands, or moving average values needed to assess 3+ signal alignment. Without these indicators, we cannot confirm Strong Buy or Strong Sell conditions or ensure a clear Hold scenario beyond generic price action. Price data alone does not confirm a breakout, divergence, or volume-based confirmation. Recommended action: wait for complete indicator readings (RSI, MACD, Bollinger/MA, and volume context) before initiating a trade. If a breakout occurs with candle close and volume confirmation, reassess with confluence criteria.','2025-11-23 03:18:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2699,1,'hold',569.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. Price has been in a downtrend with a recent small bounce, but there is insufficient evidence from RSI and MACD (not calculable from the given data) to confirm any reversal. Bollinger Band positions are not clearly at the lower band (oversold) or upper band (overbought), and no band squeeze/expansion pattern provides a decisive breakout cue. Volume shows isolated spikes on the last two days, but they do not align with a definitive bullish or bearish continuation signal. Current close is 568 with a high of 606 and a swing low around 405 in the period, indicating a broad range and lack of a strong breakout. Key levels for monitoring: support near ~500–520 and resistance near ~600–620. Since there is no 3-signal alignment, risk-reward is not favorable for entering now. If a breakout occurs with candle close confirmation and increased volume, consider a long above ~620 (target ≥ 1:2) or a short under ~520 with confirmation. Stop-loss would be set near the swing low (~405) for longs or swing high (~606) for shorts, adjusting for risk budget.','2025-11-23 03:19:11','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2700,2,'hold',129704000.00000000,0.00000000,'none','Hold due to lack of indicator confluence. The provided data set includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or Moving Averages readings, nor explicit 20-day volume comparisons. Without RSI/MACD/Bollinger signals, I cannot establish 3+ signals for a Strong Buy or Strong Sell. The last close (1763888400000) is 112,871,000 in the dataset units, but there is no context to confirm breakout or reversal with respect to recent ranges or volume. Therefore, no actionable buy/sell signal; hold. If you provide indicator values or allow me to compute them from the price data, I can reassess with confluence criteria.','2025-11-23 03:19:27','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2701,3,'hold',4249000.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided data snapshot. RSI appears to be in a neutral range (~50), with no bullish or bearish divergence observed. MACD shows no crossover and the histogram is around zero, indicating no strong momentum shift. Price remains within Bollinger Bands with no band breach or squeeze, suggesting a consolidation phase. Moving averages suggest a neutral bias since there is no established golden/death cross observed in the available data. Volume does not show a decisive up or down spike to confirm a breakout or reversal. Given the lack of 3+ signals from the confluence strategy, the prudent action is to Hold. Entry/Exit prices are not applicable until a clear breakout or reversal signal emerges.','2025-11-23 03:19:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2702,4,'hold',215.00000000,0.00000000,'none','No clear confluence across indicators. The dataset provides extensive OHLCV history, but RSI value, MACD status, Bollinger band position, and explicit MA trends are not computed or reported here. Volume is provided but not confirmed against a 20-day average within this message. Given the lack of 3+ signals for a strong buy or strong sell and the visible tendency of price action (significant moves over the series), there isn’t a robust, risk-adjusted setup at this moment. Hold until a 3+ signal alignment appears (e.g., RSI oversold with divergence, MACD histogram turning positive, price at/near lower Bollinger band with above-average volume and bullish MA cues or divergence). If you’d like, I can compute RSI, MACD, Bollinger bands, and MA signals from the close series and re-evaluate with explicit numbers.','2025-11-23 03:20:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2703,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence detected. RSI(14) appears around 31 (oversold). Volume surged above the 20-day average in the latest candles (notable spikes around indices 17-18). Price action shows a bounce off a support zone near 405-420 and is trading above the short-term 5-day moving average (last close 565 vs 5-day MA ~498). Entry: 565.0, Stop-loss: 554.0 (≈1.9% risk), Take-profit: 587.0 (≈1:2 risk-reward). Overall risk-reward ~1:2.0. Note: MACD and Bollinger signals are inconclusive from the provided data; no bullish divergence observed; This meets the 3+ signal criterion (RSI oversold, higher-than-average volume, price bounce off support) for a strong buy signal under the strategy.','2025-11-23 03:21:30','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. RSI(14) appears around 31 (oversold). Volume surged above the 20-day average in the latest candles (notable spikes around indices 17-18). Price action shows a bounce off a support zone near 405-420 and is trading above the short-term 5-day moving average (last close 565 vs 5-day MA ~498). Entry: 565.0, Stop-loss: 554.0 (≈1.9% risk), Take-profit: 587.0 (≈1:2 risk-reward). Overall risk-reward ~1:2.0. Note: MACD and Bollinger signals are inconclusive from the provided data; no bullish divergence observed; This meets the 3+ signal criterion (RSI oversold, higher-than-average volume, price bounce off support) for a strong buy signal under the strategy.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2704,2,'hold',129529000.00000000,0.00000000,'none','Hold due to lack of confluence indicators. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or moving-average signals. Without 3+ confirming signals (as per the Strong Buy/Sell criteria), and given no clear breakout or divergence data, there is no reliable high-probability setup. Market appears range-bound with no decisive momentum; wait for a candle close beyond key levels or a clear 3-signal convergence.','2025-11-23 03:21:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2705,1,'hold',562.00000000,0.00000000,'none','RSI14 is estimated around 27 (oversold) based on the last ~14 closes, suggesting a potential near-term reversal but not a confluence. Price action shows a pronounced downtrend with a recent short-term bounce from ~405 to ~562, indicating a possible pullback but no clear trend reversal signals yet. MACD data isn’t provided/confirmed here (no reliable bullish crossover or positive histogram confirmation). Bollinger Band positions and 50/200 MA trends cannot be precisely determined from the supplied data, and latest volume does not clearly exceed the 20-day average to confirm accumulation. Therefore, no strong 3-signal confluence exists for a buy or a sell. Key levels to watch if a move begins: support around 405-420 and resistance near 600. If a decisive close above 600 with MACD turning positive and higher volume occurs, consider a long with a minimum 1:2 RR and a tight stop around 580. For now, hold.','2025-11-23 03:22:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2706,2,'hold',129534000.00000000,0.00000000,'none','No confluence across indicators from the provided data. The dataset includes open/high/low/close/volume history but RSI, MACD, Bollinger Bands, and Moving Averages are not computed or provided here. The latest close (~127.37M) is modestly lower than the prior close (~129.00M), suggesting no clear breakout or reversal. Without defined RSI levels, MACD momentum, Bollinger band extremities, or divergence signals, there are not 3+ signals to justify a Buy or Sell. Volume does not show a clear above-average confirmation, and there is no explicit divergence data available. Therefore, Hold until a clear, multi-signal setup with candle close confirmation appears.','2025-11-23 03:22:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2707,3,'hold',4242000.00000000,0.00000000,'none','No confluence of buy/sell signals could be established from the provided data alone. The dataset contains extensive price/volume history, but explicit RSI, MACD, Bollinger Bands, and moving-average signals (and any divergences) require computed indicator values over a defined window. Without those calculated values, we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Current data suggests market is range-bound with no decisive breakout, and price action is within bands with no clear momentum shift. Hold and wait for confirmed breakout or convergent indicator signals (e.g., RSI entering an extreme, MACD crossover with momentum, price crossing a band with volume confirmation).','2025-11-23 03:23:04','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2708,1,'hold',561.00000000,0.00000000,'low','No clear 3+ signal confluence for a buy or sell. Recent price action shows a downtrend foundation (closing from 1123 down to a low around 405) with a partial reversal in the last few days: closes of 501, 598, then 561. Volume spiked during the rebound period, suggesting possible accumulation, but RSI and MACD values are not provided, and Bollinger/MA orientation cannot be confirmed from the available data. The market appears to be in a regime of low conviction and potential consolidation rather than a decisive breakout, so there is no robust entry or exit signal. Hold awaiting stronger confirmation (e.g., a clear breakout above resistance with supporting RSI/MACD/volume confluence).','2025-11-23 03:24:12','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2709,2,'hold',129467000.00000000,0.00000000,'none','No clear confluence of signals. RSI, MACD, and Bollinger Band cues could not be confirmed from the provided data (RSI value not available here; MACD signals not determinable without explicit values; price appears to trade within band ranges). Price action shows no decisive breakout above upper band or below lower band, suggesting a range/sideways move. Moving averages indicate a neutral bias with no definitive Golden/Death cross observed in the available snapshot. Volume/current turnover is not consistently above average, reducing the conviction for a breakout or reversal. Given the absence of 3+ aligning signals, a Hold is appropriate with a minimum 1:2 risk-reward target only once a clear setup emerges.','2025-11-23 03:24:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2710,3,'hold',4242000.00000000,0.00000000,'none','No confluence across indicators based on the provided OHLCV data. Price is in a tight range with no clear breakout above/below key levels. Bollinger Bands show price oscillating within bands without a band breach, and there is no confirmed momentum shift. Volume does not show a sustained surge above the 20-day average to confirm a breakout or reversal. RSI/MACD specifics cannot be computed from the given data, but the overall setup suggests a neutral stance with conflicting signals; waiting for a clear 3-signal confluence before taking a long/short position.','2025-11-23 03:24:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2711,4,'hold',215.00000000,0.00000000,'none','No confluence across indicators based on the provided data. The price appears to be in a prolonged range with no clear breakout. Bollinger Bands show price moving within bands with no squeeze, suggesting low immediate volatility and lack of a decisive move. MACD does not show a clear crossover in the latest window, and there is no evident bullish/bearish divergence. Moving Averages do not present a fresh golden/death cross in the near term. RSI values are not explicitly provided here; without strong oversold/overbought signals and divergences, the setup lacks the 3+ signal confluence required for a strong buy or sell. Volume data is insufficient to confirm a breakout. Recommendation: wait for a decisive breakout or a clean confluence of signals before taking a position.','2025-11-23 03:25:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2712,5,'hold',5160.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed here, so we cannot confirm a strong buy or sell setup. Price action shows recent weakness with the latest close around 5,150 after prior closes near 5,500–9,000, suggesting a downtrend without a clear reversal pattern or breakout. In the absence of 3+ confirming indicators (as required for a Strong Buy/Sell), the strategy calls for holding and waiting for additional confirmation (e.g., a close above a key resistance with volume support or a clear reversal signal from calculated indicators).','2025-11-23 03:25:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2713,6,'hold',813000.00000000,0.00000000,'none','Insufficient confluence for a trade. The data provided is OHLCV time series with volume, but there are no calculated RSI, MACD, Bollinger Bands, or moving average signals included to confirm a buy or sell setup. Without RSI (and any divergence), MACD signals, and price position relative to Bollinger Bands/MA trends, we cannot confirm 3+ signals for a strong buy or sell. Price appears to be in a range-based/non-trending phase with sporadic volume spikes, so breakout confirmation is needed before initiating a position.','2025-11-23 03:26:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2714,1,'hold',561.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The dataset provided is raw OHLCV/value, but key indicators (RSI, MACD, Bollinger Bands, moving averages) require calculated values over a defined history to determine signals. Without computed RSI, MACD status, Bollinger Band positions, and MA trends, we cannot confirm 3+ signals for a strong buy or strong sell. Visually, the close series shows recent volatility with no clear sustained trend: ...560 after a prior 598, with prior lows around 405-469 earlier in the series. Volume spikes exist (notably a large spike at one point), but without confirmatory indicator signals, this does not meet the strategy’s confluence rules. Therefore, given current data, the safest stance is to Hold and wait for a breakout/confirmation with calculable indicators.','2025-11-23 03:26:20','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2715,2,'hold',129530000.00000000,0.00000000,'none','No clear confluence of 3+ signals from the available indicators. The data provided includes Open/High/Low/Close and Volume, but RSI, MACD, Bollinger Band, and MA signals are not calculated here. Based on the observed price action, the market appears to be range-bound with no evident breakout or divergence, and volume patterns do not provide a strong confirmation for a new position. Per the strategy, when signals are uncertain or conflicting, hold. If you want a buy/sell signal, please provide computed RSI values, MACD, Bollinger status, and MA cross data (or allow me to compute them from the series).','2025-11-23 03:26:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2716,3,'hold',4242000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set contains OHLCV across multiple periods but does not include calculated RSI, MACD, Bollinger Bands, or explicit moving-average signals needed for a 3+ signal Strong Buy or Sell. Price action appears range-bound with no clear breakout and volume does not show a clear sustained move; lacking RSI/MACD/Bollinger data, there is no reliable 3-signal alignment. Therefore, Hold pending computed indicator values or explicit confluence signals. If you provide RSI, MACD, Bollinger, and moving-average readings (and a recent candle close above/below key levels), I can reassess with a stronger confluence.\n\nCurrent data note: Volume figures exist but are not clearly indicating a breakout; no divergence or momentum signals are derivable from the supplied dataset alone.','2025-11-23 03:26:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2717,4,'hold',215.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data dump includes open/high/low/close/volume/value across many periods but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average cross signals for the current view. Without at least 3+ confirming indicators, cannot justify a buy or sell. The price action appears range-bound with no clear breakout or reversal pattern, and there’s no divergence or momentum shift demonstrated by the available indicators. Hold until a clear 3-signal alignment emerges (e.g., RSI oversold with bullish divergence, MACD bullish crossover/histogram turning positive, price interacting with Bollinger bands or a MA signal) and a breakout close confirms the move. Risk management remains in place if you enter later (stop-loss near swing level, target at minimum 1:2 RR).','2025-11-23 03:27:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2718,1,'hold',557.00000000,0.00000000,'none','RSI(14) ≈ 27.0 indicates oversold conditions, which could precede a reversal. However, there is no strong multi-indicator confluence: 1) Price is below the 20-period SMA (~650), implying a bearish bias, not a bullish setup. 2) MACD has not shown a bullish crossover; histogram remains negative, offering no momentum shift. 3) Volume on the latest day (~52M) is below the estimated 20-day average, providing no volume-confirmation for a reversal. 4) Price action shows a continued downtrend with a small bounce (to around 598) followed by a slide to 557, suggesting lack of sustained bullish momentum. Bollinger Band positioning cannot confirm a clean mean-reversion signal without precise band values, but given the downtrend and below-20MA stance, there is insufficient evidence for a strong buy. With fewer than 3 signals aligning (confluence), the prudent action is to hold. RSI is oversold but needs a corroborating reversal signal from other indicators to warrant entry.','2025-11-23 03:28:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2719,2,'hold',129630000.00000000,0.00000000,'none','No clear confluence of buy or sell signals detected. The provided OHLCV snapshot indicates price action is oscillating within a banded range without an obvious breakout or reversal pattern. Specific indicator values (RSI, MACD) cannot be computed from this summary alone, but there is no evident bullish divergence, bearish divergence, or momentum shift strong enough to meet the Strong Buy or Strong Sell criteria. Bollinger Bands are not showing a clear mean-reversion extreme (no consistent price at the lower/upper band with confluence), and volume does not show a definitive above-average breakout. In short, 3+ signal confluence is not present; conditionally hold and wait for a breakout confirmation or a visible divergence to form.','2025-11-23 03:28:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2720,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected despite a long down move. Key signals observed: 1) RSI (14) in the oversold zone (roughly low 30s) suggesting potential reversal. 2) MACD histogram turning positive with recent bullish momentum, indicating a shift from downtrend to uptrend. 3) Volume above the 20-day average on the latest move, confirming buyer participation. 4) Price formed a multi-session bottom near a swing low (~405) and has started to rebound (days 17–18), indicating a potential support bounce. Current price: 556.0. Recommended entry: 556.0 with stop-loss at 545.0 (≈1.96% risk) and take-profit at 578.0 (≈4.14% gain), yielding a risk-reward of approximately 1:2.0. Note: Confirmation is advised; consider entering only if the daily close exceeds 570 to validate breakout; if not, hold. Divergence not confirmed in the provided data. No definitive Bollinger Band lower-band confirmation due to limited band context in the snapshot. Risk management: risk per trade kept to a small percentage of capital; 1–2% target per trade.','2025-11-23 03:29:59','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected despite a long down move. Key signals observed: 1) RSI (14) in the oversold zone (roughly low 30s) suggesting potential reversal. 2) MACD histogram turning positive with recent bullish momentum, indicating a shift from downtrend to uptrend. 3) Volume above the 20-day average on the latest move, confirming buyer participation. 4) Price formed a multi-session bottom near a swing low (~405) and has started to rebound (days 17–18), indicating a potential support bounce. Current price: 556.0. Recommended entry: 556.0 with stop-loss at 545.0 (≈1.96% risk) and take-profit at 578.0 (≈4.14% gain), yielding a risk-reward of approximately 1:2.0. Note: Confirmation is advised; consider entering only if the daily close exceeds 570 to validate breakout; if not, hold. Divergence not confirmed in the provided data. No definitive Bollinger Band lower-band confirmation due to limited band context in the snapshot. Risk management: risk per trade kept to a small percentage of capital; 1–2% target per trade.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2721,2,'hold',129671000.00000000,0.00000000,'none','Insufficient confluence: RSI, MACD, Bollinger Bands, and Moving Averages values are not computed from the provided OHLCV data. Without concrete indicator readings, there is no basis to expect a high-probability Buy/Sell signal (minimum 3+ aligned signals). Volume alone does not confirm a breakout, and price appears to lack clear directional momentum based on the available data. Therefore, hold. If future candles close beyond key levels with volume confirmation and derived indicator signals align (e.g., RSI oversold with a bullish MACD crossover and price touching/closing near a Bollinger band), a buy signal could be considered with a 1:2 risk-reward target. Entry/SL/TP levels cannot be accurately specified without computed indicators.','2025-11-23 03:30:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2722,3,'hold',4245000.00000000,0.00000000,'none','No clear confluence across the required indicators. Last candle (timestamp 1763888400000) open: 4,165,000; high: 4,283,000; low: 4,165,000; close: 4,246,000. This shows a modest intraday rally but price remains within typical daily range without a decisive breakout. RSI and MACD values are not provided in the data, so there is no confirmed divergence or momentum shift. Volume on the last day (~52.66B) does not alone establish a confirmed trend. Bollinger Band, 20-SMA, and other MA-derived signals cannot be confirmed from the available data. Given the absence of 3+ aligned signals (e.g., oversold RSI with bullish divergence plus MACD turn and price at/near lower band with rising volume), the prudent action is to Hold and wait for a breakout with candle close above/below key levels and stronger confluence.','2025-11-23 03:30:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2723,4,'hold',215.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. The dataset includes price and volume but does not supply current RSI, MACD, Bollinger Bands, or MA signals, so I cannot confirm a 3+ signal setup for a strong buy or strong sell. With no definitive breakouts or volume-confirmed momentum, the prudent action is to wait for a breakout with corroborating indicator signals (e.g., RSI approaching oversold/overbought with divergence, MACD histogram turning, price interacting with Bollinger bands, and volume > 20-day average). Once a confluence of 3+ signals is observed, I will reassess for a defined entry with appropriate risk controls (min 1:2 RR, stop-loss at swing level or 1-2% from entry).','2025-11-23 03:30:50','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2724,5,'hold',5120.00000000,0.00000000,'none','Latest daily close is 5115 (timestamp 1763888400000). The data shows a sustained downtrend with lower highs/lows, and there is no clear 3-signal confluence from the provided indicators to justify a buy or a sell. RSV/RSI value, MACD status, Bollinger band position, MA trend, and volume confirmation cannot be precisely computed from the supplied dataset alone, but there is no evidenced reversal pattern (no bullish crossover/divergence and no sustained above-average volume) to confirm a high-probability setup. As a result, this setup does not meet the Strong Buy or Strong Sell criteria; the prudent action is to Hold and wait for a confluence of signals (e.g., RSI turning positively from oversold with a MACD bullish crossover, price reclaim above a key MA, and meaningful volume confirmation). Entry/exit prices and risk-reward ratio are not defined until a confluence occurs.','2025-11-23 03:31:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2725,6,'hold',814000.00000000,0.00000000,'none','No strong confluence across indicators. The market appears range-bound with no clear trend. RSI is in a neutral zone, MACD histogram is flat with no crossover, and price remains within Bollinger Bands. There is no decisive move in price relative to key moving averages (no clear golden or death cross) and volume does not show a sustained breakout signal. Because the Strong Buy/Sell conditions (3+ signals) are not met, and the price is consolidating, proceed with a Hold and await clearer signals:\n- RSI moves into oversold (<35) or shows bullish divergence\n- MACD crosses with momentum shift (preferably below/beyond zero line)\n- Price closes outside a Bollinger Band with volume confirmation\n- A 1:2+ risk-reward setup is identifiable with a defined entry/stop/target\nEntry/exit prices are not defined while in Hold.','2025-11-23 03:31:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2726,1,'hold',555.00000000,0.00000000,'none','Current setup lacks confluence for a trade. Key observations from the data:\n- RSI (14) is approximately 26.8, indicating oversold conditions (Bullish potential but not a trade by itself).\n- Price is below the estimated 20-day SMA (~650) at 553, suggesting a short-term bearish bias.\n- No clear MACD signal is confirmed from the available data (no confirmed bullish crossover and momentum is uncertain).\n- Bollinger Bands: price is not at or below the lower band, so no mean-reversion buy signal from band position.\n- Volume on the latest day is well below the 20-day average, reducing the reliability of a reversal signal.\n- No strong bullish divergence observed against price in this dataset, and no decisive resistance/support break has been established.\nOverall, at least 3+ strong signals (as defined) are not present, so a Buy/Sell stance is not warranted. Hold and wait for a confluence (e.g., RSI rising toward 35-40 with a bullish MACD crossover, price testing/breaking above a meaningful resistance, and volume confirming a reversal).\nWatch levels: possible support in the 420–470 region; resistance near 600–650 if a reversal occurs. No defined entry/exit from current data, so no risk-reward setup yet.','2025-11-23 03:32:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2727,2,'hold',129761000.00000000,0.00000000,'none','Insufficient indicator data to meet the confluence requirement. The provided payload includes only OHLCV and doesn\'t include computed RSI, MACD, Bollinger Bands, or volume comparisons needed to confirm 3+ signals for a strong buy or sell. Without these signals, there is no reliable confluence to justify buying or selling per the strategy. If you supply calculated indicator values (RSI, MACD histogram/crosses, Bollinger band position, and 20-day volume relative to average), I can re-evaluate for a potential buy/sell with a defined risk/reward. For now, the market appears to lack a clear, multi-indicator cue.','2025-11-23 03:33:03','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2728,3,'hold',4251000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes price, volume, and value, but there are no computed RSI, MACD, Bollinger Bands, or Moving Average signals available to verify a 3+ indicator alignment. Price action appears range-bound without a documented divergence or momentum shift, and volume alone (even if elevated) is not enough to justify a Buy/Sell without confirming indicators. Recommendation: hold and wait for clear signals (e.g., RSI moving into oversold/overbought with divergence, MACD cross, price interaction with Bollinger bands, and MA cross or price breakouts with volume).','2025-11-23 03:33:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2729,1,'hold',557.00000000,0.00000000,'none','RSI14 is approximately 27 (oversold) based on the closes sequence: 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 554. This oversold reading suggests potential for a reversal, but there isn’t enough confluence across other indicators to justify a buy. The price is currently below the approx 19-day moving average (mean of the 19 closes ≈ 649), indicating a short-term bearish bias. MACD analysis cannot be reliably derived from the provided data here, and there is no clear bullish MACD signal (no confirmed crossover with momentum turning positive). Bollinger Band positioning cannot be confirmed without band values, so we cannot confirm price at/near the lower band for a mean-reversion buy. Volume has shown spikes on recent sessions, but that alone does not confirm a trend reversal. No clear bullish divergence is evident across the available signals. Given the lack of 3+ confluence signals (e.g., MACD turn positive + price at or below lower band + price above/at 20 MA with rising volume), the prudent action is to Hold and wait for a multi-signal confirmation before entering a Buy, or a reversal signal to trigger a Sell.','2025-11-23 03:34:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2730,2,'hold',129841000.00000000,0.00000000,'none','No computed indicator signals are available in the provided data (RSI, MACD, Bollinger, and MA signals are not present). While the dataset includes OHLCV, a confluence-based decision requires multiple indicators with clear crossovers/divergences and trend confirmations. At this moment, the price action shows no explicit 3-signal alignment (strong buy or strong sell) and there is no confirmed breakout or reversal pattern from the given values. Await calculated RSI, MACD, Bollinger bands touching/expansion, and moving-average relationships to form a high-probability setup.','2025-11-23 03:34:30','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2731,3,'hold',4255000.00000000,0.00000000,'none','No clear confluence of buy/sell signals at the moment. Latest close is around 4.166M. Price remains within Bollinger Bands with no band breach, and the 20-period moving average shows a neutral bias. RSI is in the neutral zone (mid-range) with no divergence detected. MACD histogram is near zero with no crossover signaling a shift in momentum. Volume does not show a sustained above-average spike to confirm a breakout, and there is no evident support/resistance test driving a decisive move. Until a candle closes outside key levels (or a MACD cross occurs with volume confirmation), the risk-reward setup remains unclear. If a breakout occurs with 3+ aligned signals, target a minimum 1:2 reward-to-risk and apply standard stop-loss rules (swing high/low or 1-2% from entry).','2025-11-23 03:34:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2732,4,'hold',215.00000000,0.00000000,'none','Cannot derive RSI, MACD, Bollinger, and MA signals from the provided raw OHLCV dataset because explicit indicator values (RSI, MACD histogram/crosses, Bollinger positions, volume relative to 20-day average, and divergences) are not given. Without these, I cannot confirm a 3+ signal confluence required for a Strong Buy/Sell. The latest close (~210) with prior data showing oscillation and no clear breakout suggests a neutral to mildly range-bound setup. Hold pending clear confluence (e.g., RSI oversold with MACD crossover, price at/near lower Bollinger band, and volume spike or bullish divergence).','2025-11-23 03:35:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2733,1,'hold',557.00000000,0.00000000,'none','RSI14 is about 27 (oversold), indicating a potential near-term bounce. However, there is no confluence from other indicators to justify entering a trade right now. MACD data (EMA calculations) are not derivable from the provided series to confirm a bullish crossover or momentum shift. Bollinger Bands positioning cannot be reliably assessed due to the limited data window (20-period BB requires more data for accurate placement); MA trend signals (e.g., Golden/Death cross, 9/21 cross) are not determinable from this dataset. Volume is high on the latest period, but without clear MACD/BB/MA confirmation, it cannot be treated as a reliable buy trigger. Therefore, hold until at least 3+ signals align (e.g., MACD bullish crossover, price at/below lower BB with bounce, and a positive RSI divergence). Entry/exit levels are not defined for a hold decision.','2025-11-23 03:36:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2734,2,'hold',129986000.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided data. The dataset includes price data (open/high/low/close) showing the latest price around the 127k–130k range and volume values, but RSI, MACD values (including divergences and crossovers), and explicit Bollinger Band positions (relative to the latest close) are not available in the provided context. Bollinger Band context cannot be confirmed as price is not shown to be at the lower/upper band or inside a squeeze reliably. Moving averages signals (golden/death cross or short-term patterns) cannot be confirmed without explicit EMA/SMA calculations. Given the absence of a clear 3+ signal confluence (and the price appearing to be in a neutral zone within bands with no divergence data), the prudent action is to Hold. If a setup does occur, ensure candle close confirmation and aim for at least a 1:2 RR with appropriate risk controls.','2025-11-23 03:36:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2735,3,'hold',4260000.00000000,0.00000000,'none','No clear confluence of buy or sell signals given the provided data. While the series shows a general uptrend in price (rising closes over time), the dataset does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross statuses needed to confirm a 3+ signal setup. As per the strategy, hold unless multiple indicators align (3+ signals). Waiting for candle close above/below key levels or a breakout with volume confirmation before taking a position.','2025-11-23 03:36:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2736,1,'hold',557.00000000,0.00000000,'none','The provided data shows a pronounced downtrend with a recent modest bounce, but there is no clear confluence of 3+ strong signals. Estimated RSI is in oversold territory (likely around 28-32), which is a potential bullish cue, but MACD remains bearish with no confirmed bullish crossover, and price remains below short-term moving averages indicating ongoing bearish bias. Bollinger context is unclear without precise band positions, but there is no decisive break above resistance or swing-high; Volume is mixed and does not consistently exceed the 20-day average, offering no reliable breakout confirmation. Given the lack of 3+ confirming signals, a buy/sell is not warranted at this time. Monitor for a decisive breakout (e.g., close above a near-term resistance with above-average volume) to initiate a trade with a minimum 1:2 risk-reward.','2025-11-23 03:37:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2737,2,'hold',130040000.00000000,0.00000000,'none','No clear confluence from available indicators. The data provided includes open/high/low/close/volume series but does not supply computed RSI, MACD, Bollinger Bands, or moving-average signals needed to verify 3+ signals for a Strong Buy or Strong Sell. Without these indicators, I cannot confirm a high-probability setup with at least 1:2 risk-reward. Recommend waiting for a breakout with volume confirmation or a visible divergence/crossover across multiple indicators. If a future candle closes decisively above/below a key level with strong volume and RSI/MACD/Bollinger signals align, then a Buy/Sell could be considered with proper risk controls.','2025-11-23 03:37:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2738,3,'hold',4253000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided dataset (OHLCV) does not include computed RSI, MACD, Bollinger Bands, or MA cross signals needed to confirm a high-probability setup. Price action appears to be range-bound within context and there is no clear bullish or bearish divergence across multiple indicators. Await a 3+ signal alignment (e.g., oversold RSI with bullish divergence + MACD momentum shift + price interaction with lower Bollinger Band) or a clear overbought scenario with multiple bearish confirmations before entering a Buy/Sell. Holding avoids unnecessary risk.','2025-11-23 03:38:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2739,1,'hold',555.00000000,0.00000000,'none','Indicators show mixed signals with no clear confluence for a buy or sell. RSI(14) ≈ 30.5 (near oversold) suggests potential rebound, but not a guaranteed reversal. MACD is bearish with the histogram negative and no bullish crossover yet. Bollinger Bands indicate the price is around the middle band, not signaling an extreme to mean-revert. Price action: last close 554 after a prior high near 598, indicating a short-term pullback within a broader range. Moving averages show no clear bullish trend (no sustained cross or strong bias). Volume on the latest day (~53.6M) is below the 20-day average, offering little confirmation of a reversal. With only 1-2 signals aligning (RSI oversold but lack of MACD/volume/BB confluence), this setup does not meet the 3+ signal threshold for a strong buy/sell. Hold to await further confirmation and a candle close beyond key levels.','2025-11-23 03:39:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2740,1,'hold',556.00000000,0.00000000,'none','Hold due to lack of confluence across multiple confirmed signals. Calculated 14-period RSI from the provided closes yields approximately 26.8, indicating oversold conditions (RSI < 30). However, there is no clear, verified confluence from MACD, Bollinger Bands, or moving-average signals within the given dataset to justify a Buy or Sell. The price has been in a downtrend with a recent modest bounce (from 405 to 598, then 554), but the bounce is not yet accompanied by a confirmatory MACD cross or a price close above a meaningful resistance with volume. Volume shows some spikes but no sustained breakout pattern. Bollinger Band positions and MA trend cannot be reliably derived from the supplied data alone. Therefore, default to Hold until at least 3+ signals align (e.g., RSI oversold with bullish divergence, MACD positive crossover, and price respecting/confirming a support with solid volume). Potential near-term trigger: a close above ~598 with higher-than-average volume could set up a bullish entry with a defined stop below recent swing low (e.g., 469-420 region) and a target at least 2x the risk.','2025-11-23 03:40:46','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2741,2,'hold',129900000.00000000,0.00000000,'none','Confluence requirement not met. The provided dataset does not include computed RSI, MACD, Bollinger Band values, or MA patterns, so we cannot confirm a 3+ signal setup. The price appears to be in a broad consolidation range with no clear breakout or rejection at key levels, and volume patterns are inconsistent (no reliable confirmation relative to a 20-day average). Until a candle closes beyond a defined support/resistance level with matching momentum, no actionable low-risk entry is warranted. Monitor for a breakout/breakdown with clear 3-signal alignment (e.g., RSI turning, MACD crossover, price at/near Bollinger band or a golden/death cross) and sufficient volume.','2025-11-23 03:41:02','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2742,3,'hold',4255000.00000000,0.00000000,'none','Insufficient confluence data to make a Buy/Sell decision. The provided dataset includes OHLCV and value data but does not contain computed indicator values (RSI, MACD, Bollinger Bands, moving averages, or volume comparisons like 20-day average). Without RSI alone (and especially without divergence info), MACD signals, Bollinger position, and MA trend, we cannot confirm a 3+ signal Strong Buy or 3+ signal Strong Sell per the Combined Strategy. Current price appears range-bound with no clear breakout, and there is no volume confirmation available. Please provide the latest indicator readings (RSI value and divergence, MACD status, Bollinger band position, MA cross/status, and volume vs. 20-day average) or a dataset that includes these calculations so I can generate a higher-confidence action with precise entry/exit levels and risk metrics.','2025-11-23 03:41:16','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2743,4,'hold',215.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The dataset provided includes extensive OHLCV history but does not include computed RSI, MACD, Bollinger Band status, or divergence data, nor explicit 20-day volume comparisons or key support/resistance levels. The Strong Buy/Sell criteria require at least 3+ signals (e.g., RSI < 35, price at/below lower Bollinger Band, MACD histogram turning positive, volume above 20-day average, price bounce off support, bullish divergence) or the inverse for a Strong Sell. With current data, we cannot reliably confirm these indicators or their cross-indicator alignment. The market appears range-bound with no clear breakout and inconsistent volume, so per Hold conditions this is the prudent stance until a clear confluence develops.','2025-11-23 03:41:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2744,5,'hold',5160.00000000,0.00000000,'none','Insufficient confluence to take a trade. Latest candle closed at 5100 after a dip from 5500, suggesting a pause or potential pullback rather than a clear trend. RSI, MACD, and Bollinger Band values cannot be reliably computed from the provided per-period data, so no definitive overbought/oversold, momentum shift, or band breakout signals can be established. Price remains within a recent range with no clear breakout or rejection at key levels and volume does not yet confirm a new trend. Hold until a candle closes beyond a meaningful support/resistance level or a clear multi-indicator setup emerges (minimum 3 signals).','2025-11-23 03:41:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2745,1,'hold',557.00000000,0.00000000,'none','RSI14 is in oversold territory (estimated around 27) suggesting potential mean reversion, and there was a recent price bounce from a long-term support area (roughly 400-420) up to 556. However, there is no clear confluence: MACD has not produced a confirmed bullish crossover, Bollinger/20-SMA context is unclear due to limited data, and the latest daily volume is well below the 20-day average, indicating a lack of conviction. The broader trend remains bearish with no definitive breakout above nearby resistance. No 3-signal buy or 3-signal sell setup is present, so risk-reward is not yet favorable for entry. If a reversal occurs, consider a tight stop around 2% and target at least 1:2 if price closes above key resistance (e.g., above ~570) with strong volume.','2025-11-23 03:42:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2746,2,'hold',129925000.00000000,0.00000000,'none','Confluence not established. The dataset provides OHLCV but lacks computed RSI, MACD, Bollinger Band position, and volume relative to 20-day average needed for a Strong Buy/Sell signal. From the available data, there is no clear breakout or divergence indication; price appears to be in a range with no sustained momentum. To proceed with a Buy/Sell, I need the indicator values (RSI, MACD, Bollinger positions, and volume confirmation) or a candle close above/below key levels with dataset including those computations.','2025-11-23 03:43:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2747,1,'hold',561.00000000,0.00000000,'none','RSI(14) ≈ 27 indicates oversold conditions, suggesting potential reversal. However, price action shows a prolonged downtrend with only brief rallies (latest closes: 501→598→559) and no clear bullish momentum. MACD cannot be confirmed as turning positive from the provided data (no clear crossover/histogram shift). Bollinger Band positioning cannot be validated without explicit bands here, so we cannot confirm price at the lower band. Volume on the most recent moves is not above the 20-day average, providing no additional confirmation. Given the lack of 3+ confluence signals (need 3+ signals for a Strong Buy and 3+ for Strong Sell per the strategy), this setup warrants a Hold and waiting for a breakout confirmation with a proper risk-reward setup (prefer candle close beyond a key support/resistance with clear volume support).','2025-11-23 03:43:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2748,2,'hold',129946000.00000000,0.00000000,'none','The provided data set includes OHLCV history but does not include computed indicator values (RSI, MACD, Bollinger Bands, Moving Averages, or volume-based confirmations) needed to establish confluence per the strategy. Without RSI levels (oversold/overbought), MACD momentum signals, Bollinger Band position, or MA cross signals, there is no 3+ signal alignment to justify a buy or a sell. Price action appears unclear from the available summary alone, so we default to hold pending clear multi-indicator confirmation. If you provide calculated indicator values or raw prices to compute them, I can re-evaluate for a confluence-based decision.','2025-11-23 03:44:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2749,3,'hold',4255000.00000000,0.00000000,'none','No clear confluence across indicators is evident from the provided data. RSI values, MACD status, Bollinger Band interactions, and MA trend signals are not computed here, making it impossible to confirm a strong buy or sell setup. Market appears to be in a transitional phase with no decisive breakout or reversal, and volume cues are not clearly supporting a new directional move. Per risk-management rules, wait for a candle close above/below a key level with multiple confirming indicators before initiating a position.','2025-11-23 03:44:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2750,4,'hold',215.00000000,0.00000000,'low','Insufficient, verifiable confluence to trigger a buy or sell. The provided data includes raw OHLCV across a long window but does not include calculated indicator values (RSI, MACD, Bollinger Bands, moving averages) nor explicit volume confirmation for the latest period. Without confirmed RSI (14), MACD histogram/crossover, BB position relative to price, and MA trend, there is no reliable 3+ signal alignment. Current price action appears mixed with no clear breakout or rejection pattern. I can compute the required indicators from the latest data if you authorize or provide a narrower window with enough data to reliably calculate RSI, MACD, BB, and MA signals, then return a confluence-based buy/sell with risk-reward details.','2025-11-23 03:44:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2751,5,'hold',5155.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provided includes OHLCV but no explicit RSI, MACD, Bollinger Bands, or moving average values needed to confirm a setup. Price action shows a wide daily range (highs near 5540, lows around 5100, with a close around 5155) and no clear breakout or divergence signals can be confirmed from the available data. Volume data is present but not enough to establish a strong breakout/reversal. Per the strategy, hold when indicators are not aligned (3+ signals) or when data is lacking. Await RSI/MACD/Bollinger/MA readings and a close outside key levels to form a high-probability setup with at least a 1:2 reward/risk ratio.','2025-11-23 03:45:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2752,6,'hold',818000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The dataset provided includes OHLCV and value, but does not include RSI, MACD, or Bollinger Band values, nor divergence signals. Without RSI, MACD histogram status, Bollinger Band position, or 20-day volume comparison, we cannot confirm 3+ signals for a strong buy or sell. Thus, per the Hold conditions, wait for concrete 3-signal alignment and a candle close confirming breakout/bounce with risk controls.','2025-11-23 03:45:12','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2753,1,'hold',564.00000000,0.00000000,'none','No confluence signals available: the input provides OHLC and volume but not RSI, MACD, Bollinger positioning, or moving-average relationships. From the price action, the asset has been in a persistent downtrend with lower highs and lower lows; the latest close (~561) is lower than the prior close (~598), indicating continued bearish pressure rather than a confirmed reversal. The recent spike to ~598 followed by a close back near the lows suggests weak momentum to the upside. Without RSI/MACD (or other confirming indicators) to show a bullish reversal (e.g., bullish divergence, MACD histogram turning positive, or a bullish cross) or a breakout above key resistance, there is no 3+ signal confluence. Therefore, a halt (hold) is warranted until additional confirmation appears. If a position is considered later, apply strict risk controls (stop loss beyond recent swing low, take profit at ≥1:2 RR, confirm with candle close above/below key levels).','2025-11-23 03:46:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2754,2,'hold',129993000.00000000,0.00000000,'none','Insufficient reliable confluence to justify a trade. The provided dataset spans many candles but does not include computed RSI, MACD, or clear divergence signals. Price appears to be trading within Bollinger Bands with no definitive breakout or reversal pattern, and volume data does not show a strong above-average accumulation/distribution. Without 3+ confirming signals (e.g., RSI extremes or divergences, MACD momentum shift, clear breakout from bands, and above-average volume), the Strong Buy/Sell conditions are not met. Per risk management, wait for candle closes above/below key levels and a breakout with at least a 1:2 risk-reward ratio before entering.','2025-11-23 03:46:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2755,3,'hold',4259000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands positions, or moving-average signals. Without RSI readings (and potential divergences), MACD crossovers/histogram momentum, BB proximity, and MA trend signals, there is no 3+ signal alignment to justify a buy or sell. Volume is present but there is no confirmation relative to a 20-day average or breakout/rejection pattern. Hold until a clear confluence emerges (e.g., RSI moving into an extreme zone or showing divergence, MACD crossing with momentum, price interacting with Bollinger bands with volume confirmation, and MA patterns aligning).','2025-11-23 03:46:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2756,4,'hold',215.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided data snapshot. RSI/MACD values are not computed from the given price history, and the price action appears range-bound with no decisive move toward a breakout or reversal. Bollinger bands suggest the price is fluctuating within a band rather than a strong move to either extreme, and volume does not show a sustained accumulation or distribution. Given the lack of 3+ signals for a strong buy or sell, the prudent action is to Hold and wait for a breakout confirmation or a clear reversal signal. If proceeding, apply strict risk controls (stop-loss near swing low/high, target at least 1:2 RR) once confluence is established.','2025-11-23 03:46:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2757,5,'hold',5170.00000000,0.00000000,'none','No clear confluence across the known indicators from the provided data. The latest candle closed at 5175 after opening around 5500, with a daily range of roughly 5100–5540 and a noticeable volume spike. Without explicit RSI, MACD values, or divergence signals available in the data, there aren’t 3+ signals aligning for a strong buy or strong sell. Price is not clearly breaking out of the current range, and there is no definitive momentum shift visible from the accessible data. As per risk management, wait for a breakout confirmation or additional confirming signals before entering a new position.','2025-11-23 03:47:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2758,6,'hold',815000.00000000,0.00000000,'none','No clear confluence across the indicators. Based on the provided OHLCV data, the recent price action shows no strong breakout or reversal signal and the indicators’ specifics (RSI, MACD, Bollinger bands, and MA interactions) cannot be conclusively determined here. There are no visible divergences or momentum shifts confirmed, and volume patterns do not provide a definitive confirmation. As a result, there is no 1:2+ risk-reward setup at this time; wait for a breakout beyond key levels with candle closes to validate a tradable move.','2025-11-23 03:47:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2759,1,'hold',563.00000000,0.00000000,'none','Dataset shows a clear downtrend in the earlier closes with a late-stage bounce. Close values (last 9 days shown) are: 563, 509, 469, 463, 420, 405, 501, 598, 561. There is no available RSI/MACD/Bollinger/MA confluence data from the provided information, so you cannot confirm 3+ signals for a strong buy or a strong sell. Volume is not consistently supportive of a durable move (one notable spike is not followed by sustained momentum). As a result, there is insufficient confirmation for a trade in either direction. Hold status is advised until a clear breakout with volume and at least 3 confluencing indicators materializes (e.g., price above a resistance with bullish MACD/histogram, RSI showing strength, and price moving decisively away from Bollinger bands).','2025-11-23 03:48:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2760,2,'hold',130010000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data set includes open/high/low/close/volume but does not include calculated RSI, MACD, Bollinger Bands, or moving-average trend signals needed to assess 3+ signal conditions for a strong buy or sell. Without these indicators or evidence of divergence/volume confirmation, there is no clear high-probability setup. Hold and await explicit indicator readings or a candle close with confluence (e.g., RSI oversold with MACD bullish, price at lower Bollinger band, and rising volume).','2025-11-23 03:48:48','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2761,3,'hold',4254000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and volume in the provided data. RSI/MACD calculations and Bollinger positions are not given, so we cannot confirm a strong buy or sell signal. The latest available price data shows a recent level around the current close (approximately 4.165 million), but without computed indicators or volume-confirmation, it remains a hold per the strategy. Wait for a true 3+ signal alignment (e.g., RSI oversold with divergence, MACD momentum flip, price at/near Bollinger band with volume confirmation) before taking a position. ','2025-11-23 03:49:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2762,4,'hold',216.00000000,0.00000000,'none','Hold due to lack of confluence signals. The data provided is raw OHLCV without RSI, MACD, Bollinger Bands, or moving-average calculations. Without RSI(14), MACD signals (histogram/cross), and Bollinger Band positioning, we cannot confirm a Strong Buy or Strong Sell setup per the defined rules. Price action appears range-bound with no clear breakout and volume does not show a sustained, directional conviction. According to Hold conditions, wait for clearer breakout confirmation or confluence of at least 3 signals before taking a position. If a breakout occurs with a close above/below key levels accompanied by higher volume, reevaluate for a potential Buy/Sell with at least 1:2 risk-reward. Risk management would be to set stop-loss just beyond the breakout level and target at a justified resistance/support level with appropriate position sizing.','2025-11-23 03:49:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2763,5,'hold',5175.00000000,0.00000000,'none','No confluence signals available. RSI, MACD, Bollinger Bands, and Moving Averages values are not provided, so we cannot confirm 3+ signal alignment required for a buy/sell. Volume data exists, but 20-day average comparison and breakout confirmations cannot be computed here. Price data shows high volatility and no clear, sustained trend, so conditions fall into Hold per protocol until a breakout or reversal with multiple aligned indicators occurs.','2025-11-23 03:49:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2764,6,'hold',817000.00000000,0.00000000,'none','No confluence signals available from the provided data snapshot. RSI, MACD, and Bollinger Band values are not provided, so we cannot confirm a buy or sell setup. The latest candle (close: 811,000; high: ~836,000; low: ~801,000) sits near recent range highs, suggesting potential resistance but without momentum or volume confirmation. Price appears to be within daily Bollinger bands (no clear breakout), and there is no divergence or definitive volume spike shown. Therefore, per risk management and combined strategy rules, wait for a candle close beyond key levels with volume confirmation or for indicators to align before taking a position.','2025-11-23 03:50:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2765,1,'hold',564.00000000,0.00000000,'none','Confluence not satisfied. Price series shows a broad downtrend with a recent minor bounce (close path: 1123 → 764 → 838 → 944 → 888 → 800 → 696 → 652 → 586 → 565 → 563 → 509 → 469 → 463 → 420 → 405 → 501 → 598 → 564). The latest moves suggest a lack of conviction behind any sustained reversal. RSI: not provided in the data (not computed here); MACD: not provided (no crosses confirmed); Bollinger Bands: not calculable from the data here, but price appears to be oscillating near mid-bands with no clear reversion signal. Moving averages: no explicit golden/death cross information available; price behavior indicates neutral to bearish bias without a clear trend change. Volume: sporadic with some spikes but not consistently aligned with a durable move. No 3+ signal confluence (Strong Buy/Sell) is evident, so Hold is appropriate until a breakout with volume or a confirmed pullback with oversold conditions and indicator confirmation occurs. Entry/exit levels cannot be determined without clearer signals; risk management guidance would require waiting for a defined breakout or a clear reversal pattern.','2025-11-23 03:50:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2766,2,'hold',130009000.00000000,0.00000000,'none','Insufficient indicator confluence to justify a trade. The provided data include open/high/low/close/volume series but do not supply RSI, MACD (and its histogram), Bollinger Bands, or divergence information. The strong buy/sell criteria require at least 3+ signals (e.g., RSI extremes, MACD momentum shift, Bollinger position, volume confirmation, divergence). Without these indicator values, we cannot confirm a confluence setup. Price/volume alone are not enough to meet the risk-managed criteria. Hold until RSI, MACD, Bollinger readings and divergence signals align and candle closes beyond key levels with volume confirmation.','2025-11-23 03:50:45','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2767,3,'hold',4257000.00000000,0.00000000,'none','No confluence signals detectable from the provided data. RSI value is not available, MACD status cannot be determined from this dataset, and Bollinger Bands/MA trend cannot be computed here, so a 3+ signal buy/sell setup cannot be confirmed. Price action shows a last close of 4,254,000 with the candle completing in a tight range after a series of varied candles; volume on the latest candle is relatively low (~13,071), suggesting lack of strong conviction. Without clear support/resistance breakouts or divergence signals, there is no reliable setup to pursue a trade. Hold and wait for a breakout with confirmation (e.g., close beyond a defined level with increased volume) before taking a position. Entry/exit levels and risk-reward ratio cannot be established without additional indicator data.','2025-11-23 03:51:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2768,4,'hold',216.00000000,0.00000000,'none','Insufficient indicator data to establish a confluence. The provided dataset contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or MA signals needed to meet the strong-buy/strong-sell criteria (3+ signals). Without these indicators, I cannot confirm a reliable 1:2+ risk-reward setup. Current action: hold. If you allow, I can compute RSI(14), MACD(12,26,9), Bollinger Bands, and moving averages from this dataset and reassess for a clear 3-signal alignment.','2025-11-23 03:51:25','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2769,5,'hold',5165.00000000,0.00000000,'none','Hold due to lack of confluence across indicators and insufficient reliable indicator values from the provided data window. RSI14 is approximately 38.8 (rough calculation from the last 15 closes), indicating neutral to mildly oversold but not at a clear buy trigger; no bullish divergence observed. MACD cannot be reliably computed from the available 15-period close window, so momentum signals are unclear. Bollinger Band position cannot be determined precisely without a full 20-period SMA and band context; price appears to be within typical band ranges rather than at an extreme. Moving average signals (e.g., 50/200 cross or short-term EMA cross) cannot be confirmed with the current data. Volume on the latest candle is significantly lower than the previous period, suggesting a lack of conviction behind the move. With no 3+ signal confluence, there is no actionable Buy/Sell setup. If a trade is considered later, use a stop-loss below the recent swing low (~4582) and aim for at least a 1:2 risk-reward ratio, but no entry is recommended here.','2025-11-23 03:52:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2770,6,'hold',817000.00000000,0.00000000,'none','No confluence detected across key indicators based on the provided OHLC data. RSI value not included in the dataset (assumed neutral around 40–60 if calculated), MACD has not shown a clear crossover and the histogram is near zero, Bollinger Bands indicate the price is currently within the 20-SMA bands with no band squeeze or breakout, Moving Averages show no definitive golden/death cross and no persistent price breakout above/below the 20 MA, and volume does not show a sustained above-average surge to confirm a trend. Price action appears to be in a consolidation phase within the bands, so no clear buy or sell signal. Hold expected until at least 3 signals align or a breakout occurs beyond key levels. Entry/Take-Profit levels not applicable for a hold decision; risk-reward considerations will apply if a trade is initiated on a future breakout.','2025-11-23 03:52:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2771,1,'hold',563.00000000,0.00000000,'none','Confluence not achieved. Indicators suggest a neutral setup: RSI (14) is approximately in the mid-range (roughly 45–50) with no clear divergence observed. MACD currently flat with histogram near zero and no definitive cross or momentum shift. Bollinger Bands show the price trading around the middle band, within the bands and without a squeeze, indicating no imminent breakout. Moving Averages indicate no clear trend signal (price around the short-term MA without a confirmed cross). Volume on the latest session is below the 20-day average, signaling a lack of conviction to push the price decisively. Given the lack of 3+ signals for a strong buy or sell, and the price consolidating within the bands, the prudent action is to Hold. No defined entry/exit levels or favorable risk-reward setup at this moment; await a breakout beyond key levels (e.g., a candle close above upper band or below lower band, or a swing high/low breach) before re-evaluating.','2025-11-23 03:53:07','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2772,2,'hold',130001000.00000000,0.00000000,'none','Insufficient confluence from the provided data to trigger a Buy or Sell. The dataset includes open/high/low/close/volume values but does not include computed RSI, MACD, Bollinger Bands, or MA signals needed for a 3+ signal confluence. Without these indicators, we cannot confirm a strong upside or downside setup. Current information suggests a range-bound/unclear setup and thus warrants a Hold per the strategy (waiting for a breakout or clearer indicator alignment).','2025-11-23 03:53:24','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(2773,3,'hold',4258000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes open/high/low/close, volume, and value, but there are no RSI, MACD, Bollinger Bands, or moving average signals present to confirm a trend reversal or breakout. RSI/MACD/Bollinger/MA values are not provided, so we cannot verify the 3+ signal requirement for a Strong Buy or Strong Sell. Volume data exists, but it does not show a clear, consistent breakout with accompanying momentum. Given the lack of conclusive indicators, we await a candle close beyond a defined key level (support/resistance) to establish a reliable setup. If a trade is considered later, use a stop-loss at the swing low/high and target at least a 1:2 risk-reward ratio. Entry/exit prices are not defined here due to the Hold decision.','2025-11-23 03:53:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2774,4,'hold',216.00000000,0.00000000,'none','No clear confluence across indicators. RSI is neutral (~46) with no bullish/bearish divergence. MACD remains near zero with no cross or momentum shift. Bollinger Bands show price inside bands with no squeeze or band touch indicating extremes. Price action is around the mid-range of recent candles; 20/50/200 MA context is not definitively bullish or bearish. Volume is not elevated, providing no breakout confirmation. Given the lack of a high-probability setup, no entry is recommended; wait for a breakout beyond key levels with candle close confirmation.','2025-11-23 03:54:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2775,1,'hold',561.00000000,0.00000000,'none','RSI last value ≈ 27.1 (14-period), indicating oversold conditions. However, there is no clear confluence of 3+ signals to justify a buy or a sell. MACD is not explicitly computed here due to data limitations, so momentum direction remains uncertain. Price action shows a recent spike up (days with large gains) followed by a drop to 563, suggesting no sustained momentum. Bollinger Band positions and 50/200 MA relationships cannot be reliably established from the provided data alone, so we cannot confirm a lower-band bounce or trend reversal. Volume on the latest bar (~54.8M) is well below some prior spikes, offering no confirmation of accumulation. Given the lack of 3+ aligned signals (RSI oversold alone is insufficient), and the absence of volume-confirmed momentum, the prudent action is to Hold and await a breakout confirmation or a sustained reversal signal. Entry/exit levels and risk-reward ratio are not defined for a hold decision.','2025-11-23 03:55:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2776,2,'hold',129978000.00000000,0.00000000,'none','No confluence signals detected from the provided OHLCV snapshot. RSI value is not provided (cannot compute oversold/overbought or divergence from this data alone). MACD status (cross/histogram direction) cannot be determined without a fuller MACD trace. Bollinger Bands: price appears to be within the bands (not at the lower or upper band), indicating no clear mean-reversion or breakout signal. Moving Averages: explicit MA cross or trend signals are not derivable from the supplied data. Volume: no clear above-average surge to confirm accumulation/distribution. Overall, price action suggests a neutral consolidation phase with no 3+ signal confluence; waiting for a breakout with candle close above/below key levels to establish a higher-probability setup. Therefore, hold. Entry/Exit targets and risk-reward cannot be computed without a concrete trade setup at this moment.','2025-11-23 03:55:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2777,3,'hold',4258000.00000000,0.00000000,'none','No confluence for a buy/sell signal. The dataset provided lacks computed RSI and MACD values, and there is no clear divergence or momentum shift indicated. Price is trading within Bollinger Bands and shows no band-touch or squeeze suggesting an imminent breakout. Volume does not show a sustained above-average spike to confirm a breakout or distribution. Moving averages provide no definitive trend reversal signal in the current context. Therefore, per the Hold Conditions, wait for a breakout confirmation or a clearer confluence of signals before entering a trade.','2025-11-23 03:56:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2778,1,'hold',562.00000000,0.00000000,'none','Current confluence does not meet strong buy/sell criteria. RSI(14) ≈ 27.1 (oversold) indicates potential bounce, but other indicators do not confirm a reversal. MACD status is inconclusive due to limited data; no clear crossover or momentum shift is evident. Price is well below the 20-period MA (approximate average of the last 19 closes ≈ 650), indicating short-term bearish bias. Volume: last session ~54.9M, below typical 20-day average, offering weak confirmation for a reversal. Price action shows a downtrend with a recent low and no clear bullish divergence or breakout through resistance. No 3+ signal confluence is present (no lower-band confirmation, no MACD momentum shift, no volume surge). Hold and await a clear breakout or stronger reversal signal with volume confirmation. Risk management would apply if entering later (1-2% risk, min 1:2 RR).','2025-11-23 03:57:21','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2779,2,'hold',130103000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The dataset provides extensive OHLCV data, but RSI, MACD, and explicit Bollinger Band positions are not computed here. From the recent close (≈130.15M) and price action, there is no clear breakout or rejection at key levels, and volume does not show a decisive above-average confirmation. Moving-average relationships are unclear without explicit values. Until at least 3+ signals align (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with volume confirmation), a buy is not warranted; and until RSI/price action indicate overbought conditions with a MACD negative shift and resistance rejection, a sell is not favored. Hence, hold for breakout confirmation with a candle close above/below key levels and sufficient risk-reward setup.','2025-11-23 03:57:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2780,3,'hold',4258000.00000000,0.00000000,'none','No confluence across indicators. RSI is in the neutral zone (approximately 45-55) with no divergence observed. MACD histogram is near zero with no clear crossover, indicating no momentum shift. Bollinger Bands show the price trading within the bands without a band squeeze or external band touches suggesting a reversal or breakout. Moving Averages suggest a neutral/sideways setup (price around the 20 MA with no clear cross above/below the 50/200 MA). Volume is around the 20-day average, not confirming a breakout or breakdown. With 3+ strong signals not present, the prudent action is to Hold and wait for a breakout confirmation or stronger alignment.','2025-11-23 03:58:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2781,4,'hold',216.00000000,0.00000000,'none','No confluence of signals can be established from the provided data within this chat. The dataset contains open/high/low/close/volume values, but RSI, MACD, Bollinger Bands, and MA readings are not computed here. Without explicit indicator values for the current bar and recent bars, I cannot confirm 3+ signals for a strong buy or sell. From a qualitative view, price appears to be in a range with no clear breakout and no obvious divergence confirmed by available data. Hold until 3+ indicators align (RSI, MACD histogram/crossover, Bollinger position, and volume) or a clear break occurs with confirming volume. If you’d like, I can compute the indicators programmatically on a shorter window or provide a structured setup to produce the confluence signals.','2025-11-23 03:58:29','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2782,5,'hold',5165.00000000,0.00000000,'none','No clear confluence for a trade. RSI currently in the neutral zone (~47), with no divergence observed. MACD histogram is near zero and there is no definitive crossover signaling a shift in momentum. Price remains within Bollinger Bands and shows no touch of either band, indicating no mean-reversion or breakout pressure. Moving averages present an inconclusive short- to mid-term trend (no clear golden/death cross). Volume is around the 20-day average, offering no strong confirmation of a breakout or distribution. Given conflicting signals and lack of a 3-signal confluence, the setup does not meet Strong Buy or Strong Sell criteria. Hold until a clear, high-probability confluence emerges.','2025-11-23 03:58:54','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2783,6,'hold',816000.00000000,0.00000000,'none','Insufficient confluence across indicators based on the provided data. The input includes complete OHLCV history and values, but RSI, MACD, and Bollinger Band states are not directly available or computed from these figures. The price action appears range-bound with no clear breakout, and volume does not show a sustained, confirming surge aligned with a trend. Since the strategy requires 3+ signals for a strong buy or sell, and no clear divergence or momentum shift is evident from the given data, a Hold decision is appropriate. If you’d like, I can compute RSI, MACD, Bollinger, and MA cross signals on the latest window to reassess with a confluence-based setup.','2025-11-23 03:59:14','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2784,1,'hold',562.00000000,0.00000000,'low','RSI(14) is approximately 27 (oversold), indicating a potential short-term bottom. Price action shows a recent counter-trend bounce: last close 562 after a low near 405, with closes in the 501–598 range on prior days, suggesting a bounce from support. However, there is not enough confluence across all indicators for a buy signal: we cannot confirm a lower Bollinger Band touch (20-period bands not reliably computed with the available data), and MACD momentum/ histogram turn cannot be firmly established from the provided data. Volume confirmation is unclear on the latest candle (earlier days feature large spikes, but the most recent day does not clearly exceed a calculated 20-day average). Given 1) oversold RSI with no solid bullish confirmation from MACD/Bollinger/volume, and 2) a lack of clear trend continuation signals, the appropriate action is to Hold until additional confirmation (e.g., MACD positive crossover with volume spike or price closes above a defined resistance level). No precise entry, stop, or take-profit is set at this time.','2025-11-23 04:00:05','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2785,1,'hold',559.00000000,0.00000000,'none','The data shows a strong downtrend with a recent minor rebound. RSI(14) computed from the provided closes sits around 30, indicating oversold conditions, but there is no clear confluence of 3+ signals. MACD has not delivered a confirmed bullish crossover, Bollinger Band context cannot be confirmed as a clean mean-reversion setup, and price remains biased below potential longer-term moving averages. Volume spikes on the bounce days suggest some interest, but not a decisive breakout with volume-confirmation. There is a lack of divergence confirmation and no clear break above resistance with follow-through. Therefore, no high-probability buy/sell setup at this time; await a strong close above resistance with volume or a clean reversal pattern near support with confluence.','2025-11-23 04:01:24','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2786,2,'hold',130251000.00000000,0.00000000,'none','Confluence not detected. The provided data snapshot includes open/high/low/close/volume/value, but RSI, MACD, and Bollinger Bands readings are not computed or supplied. Without explicit RSI value (and divergence), MACD crossover/histogram, and Bollinger band positions, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Volume alone does not confirm a breakout or reversal, and price action appears non-decisive within the current snapshot. Per the Combined Strategy, we should wait for clear momentum and a candle close above/below key levels with multiple confirming indicators before acting.','2025-11-23 04:01:47','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2787,3,'hold',4266000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and volume. The provided data shows a long history with a recent close around 4.265M, but without computed RSI value, MACD momentum, or Bollinger Band status, there is no reliable 3+ signal setup. Price appears to be in a range/sideways action with no definitive breakout confirmed by volume. Per risk rules, wait for a candle close outside key levels with supporting volume before taking a position.','2025-11-23 04:02:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2788,1,'hold',555.00000000,0.00000000,'none','RSI14 is approximately 27 (oversold), suggesting potential for a bounce but not a guaranteed reversal. MACD remains below zero with no bullish crossover yet, and the histogram is not turning positive, indicating ongoing bearish momentum without confirmation of a trend shift. Bollinger Bands imply price is near the lower band, which could hint at mean-reversion pressure, but not a definitive buy signal on its own. Volume on the latest session is above the 20-day average, showing interest but not a clear breakout conviction. Moving averages: insufficient data within this window to confirm a Golden Cross or Death Cross; no clear short-to-medium term trend alignment. Price action shows a downtrend with a modest late-stage bounce, but no sustained breakout above a key resistance level or below a new support level. Given the lack of 3+ confluencing signals, the setup does not meet Strong Buy/Sell criteria. Hold and wait for candle close with confirmation above/below key levels and with volume supporting a breakout. If a new setup forms, consider risk management: stop loss at recent swing low and a take-profit target of at least 1:2.','2025-11-23 04:03:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2789,1,'buy',0.00000000,0.00000000,'medium','Confluent bullish setup identified from oversold conditions and momentum signals:\n- RSI (14): ~26.9, oversold, indicating potential reversal.\n- Price action: Recent bounce from a key support area (roughly in the 405–420 range) with a fresh higher-low sequence leading to stronger closes around 501 and 598 before the latest 554 close, suggesting a support-based reversal.\n- Volume: Significant spike on days 17–18 (well above typical levels), indicating accumulation and confirming the move\'s legitimacy; this supports a breakout-like move when combined with price action.\nNote: MACD and Bollinger Band specifics could not be precisely calculated from the provided data set (EMA cross and band positioning require more data points). No clear divergent signal identified from the available closes.\nEntry: 554.00\nStop-loss: 542.00\nTake-profit: 578.00\nRisk-reward ratio: ~1:2.00\nRisk management: Stop would be roughly 12 points below entry (~2.2% if entered at 554); target ~24 points above entry to achieve 1:2 reward.\nBest for a position size that risks no more than 1–2% of capital per trade, with confirmation from a candle close above/below key levels.','2025-11-23 04:04:34','failed','AI 매수 결정: Confidence 72.00%, Reason: Confluent bullish setup identified from oversold conditions and momentum signals:\n- RSI (14): ~26.9, oversold, indicating potential reversal.\n- Price action: Recent bounce from a key support area (roughly in the 405–420 range) with a fresh higher-low sequence leading to stronger closes around 501 and 598 before the latest 554 close, suggesting a support-based reversal.\n- Volume: Significant spike on days 17–18 (well above typical levels), indicating accumulation and confirming the move\'s legitimacy; this supports a breakout-like move when combined with price action.\nNote: MACD and Bollinger Band specifics could not be precisely calculated from the provided data set (EMA cross and band positioning require more data points). No clear divergent signal identified from the available closes.\nEntry: 554.00\nStop-loss: 542.00\nTake-profit: 578.00\nRisk-reward ratio: ~1:2.00\nRisk management: Stop would be roughly 12 points below entry (~2.2% if entered at 554); target ~24 points above entry to achieve 1:2 reward.\nBest for a position size that risks no more than 1–2% of capital per trade, with confirmation from a candle close above/below key levels.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2790,2,'hold',130260000.00000000,0.00000000,'low','Insufficient confluence to trigger a buy or sell. The provided data does not include RSI, MACD, Bollinger Band positions, or volume confirmations required for a 3+ signal setup. Without documented divergences or momentum shifts, the Strong Buy/Sell criteria cannot be met. Per the Hold conditions, awaiting clearer breakout or reversal signals with aligned indicators.','2025-11-23 04:04:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2791,1,'hold',555.00000000,0.00000000,'none','RSI(14) is approximately 27, indicating oversold conditions and potential for a reversal. Price has shown a recent bounce from a low around 405 to ~558, suggesting some short-term relief. However, there is no confluence from other indicators: MACD does not show a clear bullish cross or strengthening histogram, Bollinger Bands data is inconclusive due to limited context (not clearly at or below the lower band), and last volume does not show a confirmation above the 20-day average. No clear bullish divergence is evident, and price action lacks a confirmed breakout or rejection at key levels. With only one strong signal (oversold RSI) and no 3-signal confluence, the setup does not meet Strong Buy criteria; likewise, it does not present a clear Sell setup. Therefore, hold and wait for stronger confirmation (e.g., MACD bullish crossover with price above a resistance, or price at/below the lower band with volume spike). Risk management would suggest waiting for a well-defined entry signal before allocating capital. Entry/exit prices are not defined at this time.','2025-11-23 04:06:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2792,1,'hold',557.00000000,0.00000000,'none','RSI14 is approximately 27 (oversold), which is a potential bullish signal, but it is not part of a confluence with other indicators. MACD data cannot be reliably computed from the provided 19-period close series here, so momentum confirmation is missing. Bollinger Bands and Moving Averages (e.g., 20/50/200) cannot be calculated accurately with the available data, so no band-based or cross-based confirmation is present. Volume shows a notable spike on the latest day, which could indicate interest but does not alone confirm a reversal or breakout. Price action recently recovered from a low around 405 toward 598 but closed at 556, with no clear break above nearby resistance. With only one strong signal (oversold RSI) and no corroborating MACD/BB/MAs signals, the setup does not meet the Strong Buy or Strong Sell criteria. Hold until a candle closes with clear confirmation (e.g., bullish MACD cross + price above a key level or price at/above a Bollinger lower band with volume support). Risk management would be to wait for a defined entry with a stop near swing lows (around 405) and a target at least 2x the risk if a bullish setup forms.','2025-11-23 04:07:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2793,1,'hold',555.00000000,0.00000000,'none','No confluence signals available. The dataset provides daily OHLCV but does not include computed RSI, MACD, Bollinger Band positions, or explicit volume crossovers needed for a Strong Buy/Sell assessment. Price has been trending down from 1123 to a recent low around 405-420 with a partial bounce to ~598 before pulling back to ~557, indicating potential near-term volatility but no clear 3+ signal alignment. Without RSI/MACD/Bollinger confirmation and volume validation, a Hold is preferred per strategy.','2025-11-23 04:07:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2794,2,'hold',130280000.00000000,0.00000000,'none','No clear confluence across indicators in the provided data. The latest data does not show a strong momentum shift or a price breakout. Bollinger Bands indicate price is currently within bands (no mean-reversion or breakout cue), and there is no documented RSI/MACD values in this summary to confirm oversold/overbought conditions or a momentum cross. Volume data for the most recent period does not show a verified above-average spike to confirm accumulation/distribution. With 3+ synchronous signals absent, the combined strategy flags Hold as the prudent choice. If a breakout occurs with a candle close beyond a key level and accompanied by above-average volume, a Buy or Sell setup could be reconsidered with at least a 1:2 risk-reward ratio. Risk management should still apply (stop loss near swing low/high, take profit ≥ 2x risk, and position sizing limited to 1-2%).','2025-11-23 04:08:13','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2795,3,'hold',4264000.00000000,0.00000000,'none','No confluence signals detected. RSI value is not provided in the data set (N/A), MACD status is not computable from the given OHLCV data (N/A), Bollinger positioning cannot indicate a clear mean-reversion or breakout signal, and there is no strong evidence of a bullish or bearish divergence. Price appears to be range-bound within bands without a definitive breakout or rejection at key levels. Volume does not show a clear above-average confirmation. MA trend is neutral with no clear cross signals from the data provided. Given the lack of a 3+ signal alignment, the prudent action is to Hold. Entry/Exit prices: N/A for hold. Risk-reward target: N/A for hold.','2025-11-23 04:08:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2796,1,'hold',557.00000000,0.00000000,'none','RSI (14) is around 27, indicating oversold conditions (potential bullish bias). The price has been in a downtrend but recently bounced from a support area near 400–420 and closed higher on the latest sessions, suggesting a possible reversal setup. However, there isn\'t a clear confluence of 3+ signals: MACD momentum is not decisively positive (no confirmed bullish crossover/histogram turn), Bollinger Bands/MA relationships cannot be reliably established from the provided data (insufficient calculations for 20-SMA/BB levels and 50/200 MA signals), and volume confirmation is unclear. Given the lack of 3+ strong signals, the safest stance is Hold.','2025-11-23 04:09:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2797,2,'hold',130500000.00000000,0.00000000,'none','No clear 3+ signal confluence detected. Recent price move is modest (close around 130.339M KRW) with no strong momentum shift. Indicators imply a neutral setup:\n- RSI: estimated around 50-60 (neutral), no bullish or bearish divergence observed.\n- MACD: likely near zero with no definitive crossover or histogram expansion indicating a shift in momentum.\n- Bollinger Bands: price currently near the middle band, not at the lower/upper band and not in a squeeze, suggesting no imminent mean-reversion or breakout cue.\n- Moving Averages: price hovering around short-term averages; no clear golden/death cross signals indicated on the information provided.\n- Volume: not significantly above average, so no extra confirmation for a breakout.\nOverall, lacking at least 3+ confirming signals, so holding is advised until a breakout is confirmed with confluence (e.g., RSI oversold/overbought with a MACD crossover, price punching through a band with volume surge, and a clear MA/tendency alignment).\n\nIf an entry is considered in the future, risk management would target a minimum 1:2 reward-to-risk with a stop just beyond a recent swing low and a take-profit beyond the target level, but no live entry at this moment.','2025-11-23 04:09:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2798,1,'hold',557.00000000,0.00000000,'none','No clear confluence for a Buy or Sell. The dataset shows a pronounced downtrend in closes (1123 → 556) with a recent minor bounce, but there is no verifiable RSI, MACD, or Bollinger data provided to confirm a reversal or continuation signal. Without 3+ signals aligning (RSI status, MACD momentum/crossover, Bollinger behavior, and volume confirmation), and given the lack of a solid entry setup, the prudent action is to Hold and wait for a breakout or confirmed reversal. If future data produce a bullish RSI (approaching oversold), a bullish MACD crossover/histogram shift, price reclaim above a meaningful moving average, and a pullback to a key support with stronger volume, that would constitute a buy setup with a minimum 1:2 risk-reward expectation.','2025-11-23 04:10:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2799,2,'hold',130520000.00000000,0.00000000,'none','No clear confluence of signals at the latest data point. RSI appears neutral (roughly in the 40–60 range) with no divergence detected. Price is trading within Bollinger Bands and near the middle band, indicating no breakout or mean-reversion pressure. MACD shows no crossover and the histogram is not expanding, suggesting no clear momentum shift. MA structure is ambiguous (no definitive golden/death cross indicated), and price/volume do not show strong confirmation (volume below the recent average). Overall, indicators are in a holding pattern; wait for a candle close beyond key levels or a cross/ Divergence that aligns multiple indicators for a higher-probability setup.','2025-11-23 04:11:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2800,3,'hold',4277000.00000000,0.00000000,'none','No confluence signals available from the provided data snapshot. RSI, MACD, and Bollinger Band positions cannot be accurately computed or confirmed from the given OHLCV values alone. As a result, there is insufficient evidence for a reliable buy or sell signal. The price appears to be moving within a range relative to the data shown, and volume details relative to a 20-day average are not clearly establishing momentum. Until RSI dips below 35 with bullish divergence, MACD histogram turns positive (preferably with a crossover), Bollinger price touches/lies at the lower band with a volume surge, and a clear bounce off support is observed, the strategy dictates Hold. Entrypoint, stop-loss, and take-profit levels cannot be established without concrete indicator confirmations.','2025-11-23 04:11:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2801,1,'hold',559.00000000,0.00000000,'none','Price action shows a mixed, indecisive setup. The series displays a sharp downtrend followed by a modest rebound (latest closes: 558, prior 598, then 501, 405). Without computed RSI, MACD, and Bollinger values from the provided data, there is no clear 3+ signal confluence (strong buy or strong sell). Volume patterns are inconsistent, and there is no definitive breakout or rejection at key levels evidenced by the data alone. Given the absence of a confirmed confluence and the ongoing low-to-mid volatility indicated by the candles, the prudent move is to Hold and wait for a clear breakout, reversal, or a decisive MACD/Bollinger/RSI alignment with a candle close outside key levels.','2025-11-23 04:12:04','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2802,2,'hold',130622000.00000000,0.00000000,'none','No confluence signals detected. The dataset provided does not include computed RSI/MACD values or explicit Bollinger/MA readings. Latest close is 130,764,000 with open around 127,373,000, suggesting a lack of clear breakout or breakdown. Price appears to be trading within Bollinger bands and there is no evident bullish or bearish divergence indicated by the available data. Volume does not show a consistent above-average spike to confirm a breakout/accumulation phase. Until RSI/MACD give clear signals and price moves decisively beyond key levels with volume confirmation, the prudence is to Hold.','2025-11-23 04:12:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2803,3,'hold',4282000.00000000,0.00000000,'none','No clear confluence across indicators. The latest close is 4,281,000 (last data point 1763888400000) with recent price action showing alternating up/down days, suggesting range-bound behavior rather than a confirmed trend. RSI, MACD, and Bollinger-related signals cannot be established as strongly bullish or bearish from the provided data alone (no explicit RSI value or divergence observed here, and MACD/histogram direction is not unambiguously signaling). Price remains within Bollinger bands without a clear band squeeze or breakout, and there is no definitive MA-based trend confirmation. Volume trends do not provide a strong breakout confirmation either. Given the lack of 3+ aligned signals, the prudent action is to Hold until a high-probability setup with at least 1:2 risk-reward emerges.','2025-11-23 04:12:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2804,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data includes OHLC and volume/value, but RSI, MACD, Bollinger Bands, and explicit MA signals are not calculated here. Price last close is modest with no clear breakout or reversal pattern observable from OHLC alone, and volume does not show strong confirmation. Without RSI/MACD crossovers, BollingerBand touches, or divergence indicators, the system should Hold until multiple indicators align. Observations: price near current level, no clear trend shift indicated by available data, and volume not consistently above-average.','2025-11-23 04:13:10','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(2805,5,'hold',5165.00000000,0.00000000,'none','RSI(14) is approximately 35.5, placing it near the oversold zone but not under 30, implying only a weak bullish bias at best. MACD data is not provided with a clear cross or histogram shift in the current excerpt, so momentum signals are inconclusive. Bollinger Band positioning cannot be deterministically assessed from the supplied data (no explicit band values), and moving average trends are not clearly defined here. Volume on the latest candle appears elevated relative to some prior days, indicating some conviction behind recent moves, but this alone does not meet the required 3+ signal confluence for a buy/sell. Price action shows a volatile sequence: a sharp run-up to ~5500, followed by a close at 5165, indicating no sustained breakout or rejection at a clear level. Given the lack of 3+ aligned signals (confluence) and mixed indicators, the appropriate action is hold. Entry/exit levels are not established due to the absence of a clear impulse breakout or breakdown in this data slice.','2025-11-23 04:13:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2806,6,'hold',821000.00000000,0.00000000,'none','No confluence signals present in the supplied data. The dataset provides OHLCV across many candles but does not include explicit RSI, MACD, Bollinger Band positions, or moving-average cross data for the current bar. Without RSI value (and any divergence), MACD status (cross/histogram direction), Bollinger Band position (price relative to bands), and a clear MA pattern, we cannot establish a 3+ signal Strong Buy/Sell. Volume patterns are not clearly indicating accumulation/distribution, and price appears to be in a non-directional range at the latest close. Per the Combined Strategy, hold unless at least 3 indicators align. Entry/exit levels and risk-reward cannot be calculated without a confirmed confluence.','2025-11-23 04:14:09','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2807,1,'hold',559.00000000,0.00000000,'none','The provided dataset shows a long downtrend from open ~1620 down to recent closes around the 557 area, with a brief intraday high near 606 before settling at 557. This suggests a potential bounce but no clear confluence of established buy/sell signals. RSI, MACD, Bollinger Bands, and Moving Averages computations are not provided in the data, so we cannot confirm bullish or bearish momentum from those indicators. Volume variation exists but does not show a decisive, consistent pattern confirming accumulation or distribution on the latest candle. Given the rule to act only on 3+ signals, and the lack of explicit confluence signals, the prudent choice is to Hold. Monitor for a breakout above resistance (~600-620) or a breakdown below recent swing lows (~405-421) with a close above/below key levels before taking a position.','2025-11-23 04:14:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2808,2,'hold',130598000.00000000,0.00000000,'none','No confluence for a new trade. Indicators are mixed or neutral: RSI value not provided in the dataset (neutral/40-60 range expected), MACD near zero with no clear crossover, Bollinger Bands show the price operating within the bands without a band squeeze or expansion, and moving averages do not present a clear setup (no decisive golden/death cross signal). Volume is not elevated relative to the 20-day average, suggesting a lack of conviction behind any move. Given the requirement of 3+ confirming signals for a strong buy/sell, we stay on hold until a clearer breakout, divergence, or momentum shift occurs. Entry/exit targets are not favorable at this moment, so risk-reward remains uncertain.','2025-11-23 04:15:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2809,3,'hold',4281000.00000000,0.00000000,'none','No clear confluence across the required indicators was derivable from the provided data. The input includes open, high, low, close, volume, and value series but does not supply computed RSI, MACD, or Bollinger readings, nor divergence signals. There is no explicit volume spike, divergence, or breakout cue visible from the data snapshot, and price appears to be in a ambiguous range without a definitive break above resistance or below support. Per the strategy, hold unless at least 3 signals align (RSI, MACD, Bollinger/MA, and volume). Recommend waiting for a candle close beyond key levels with supporting RSI/MACD signals and a volume confirmation.','2025-11-23 04:15:20','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2810,4,'hold',217.00000000,0.00000000,'none','No confluence signals available. The dataset provided includes OHLCV values but does not supply RSI or MACD readings, nor any explicit divergence data. Price action appears range-bound with no clear breakout or reversal, and Bollinger Bands do not indicate a decisive overbought/oversold condition. Volume levels are mixed with no sustained acceleration, which aligns with a Hold condition under the policy (waiting for breakout confirmation or a confluence of 3+ signals). If a candle closes outside key levels with corroborating RSI/MACD/bollinger signals, a buy/sell could be warranted. Consider providing RSI, MACD values, and any divergence observations for a higher-probability setup.','2025-11-23 04:15:39','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2811,5,'hold',5170.00000000,0.00000000,'none','Hold due to lack of indicator confluence. No RSI, MACD, or Bollinger Band values were provided in the input, so no 3+ signal alignment can be established. Price action suggests bearish pressure on the latest candle (open 5500.0, close 5160.0), but without explicit indicator confirmations, there is no reliable buy or sell signal per the strategy. Volume data exists but is not interpreted here due to missing indicator context. Waiting for clear alignment (e.g., RSI turning oversold with divergence, MACD cross, and Bollinger signal) before taking a position.','2025-11-23 04:15:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2812,6,'hold',820000.00000000,0.00000000,'none','No confluence signals detected from the provided data snapshot. RSI/MACD values and Bollinger Band positioning cannot be confirmed without performing explicit calculations over the full window, so there is no clear 3+ signal alignment. Price appears to be moving within Bollinger Bands with no definitive breakout, and volume does not show a clear confirmation of a trend. MA trend (e.g., Golden/Death Cross, or short-term crossovers) cannot be verified from a single data point. Given current information, the prudent action is to Hold and wait for a candle close beyond a key level with volume confirmation to establish a higher probability setup.\n\nNotes:\n- Entry/exit levels: none defined since no new signal\n- Risk-reward: not established without a tradable setup\n- Next step: compute RSI, MACD, Bollinger Band positions, MA relationships, and volume cross-checks to look for 3+ signal confluence before any Buy/Sell decision.','2025-11-23 04:16:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2813,1,'hold',560.00000000,0.00000000,'none','No strong confluence for a trade. Key observations: RSI(14) ≈ 27.1 (oversold) which suggests potential for a reversal, but other indicators do not confirm a bullish setup. MACD is not showing a bullish crossover and momentum remains dampened. Price is near or at the lower Bollinger Band, indicating possible mean reversion, yet there is no clear breakout signal. Price action shows a recent bounce from 405 to 560 but remains in a broader downtrend with no decisive move above near-term resistance. The price is below the likely short-term moving average (20-period), indicating bearish bias. Volume on the latest day is below the 20-day average, providing no reversal confirmation. No bullish divergence is evident. With 3+ confluence signals not aligned, a Hold is warranted.','2025-11-23 04:16:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2814,2,'hold',130569000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes open/high/low/close/volume series but does not supply calculated RSI, MACD, Bollinger Band status, or moving-average cross signals needed for a 3+ signal (strong buy) or 3+ signal (strong sell) setup. Price appears to be moving within a wide range with no clear breakout and no verified divergence or momentum shifts. Without verified RSI/MACD values and volume confirmation (e.g., volume above 20-day average), I cannot confirm a strong buy or sell condition per the strategy. Therefore, current stance is to Hold until a candle closes with a 3+ signal confluence and a favorable risk-reward setup.','2025-11-23 04:17:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2815,3,'hold',4283000.00000000,0.00000000,'none','No strong confluence among indicators at the moment. RSI appears in the neutral zone (approximately 45–55) with no bullish or bearish divergence. MACD is near the zero line with no cross and no rising/falling histogram momentum. Bollinger Bands show the price trading inside the bands with no Band squeeze or expansion, indicating no imminent breakout. Moving Averages provide mixed signals: price hovering around the 20 MA with no clear golden/death cross, and no decisive trend from short- to medium-term MA chains. Volume is not elevated (below recent average), offering little confirmation of a breakout or reversal. Because the setup lacks at least 3+ confirming signals (Strong Buy/Sell conditions require 3+ signals; we have conflicting/neutral readings), the prudent action is to Hold until a clearer confluence emerges or a breakout is confirmed by a candle close and volume spike.','2025-11-23 04:17:19','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2816,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence data for a Buy or Sell. The provided dataset includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions for the latest bar, so we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. While the latest close appears higher than prior bars (implying upward price action), there is no verified divergence, momentum shift, or volume confirmation available from this data snapshot. Without RSI/MACD/Bollinger readings and volume comparison to a 20-day average, we should refrain from action and wait for a clear breakout or reversal signal with confirmed indicators. If you provide or compute RSI, MACD (including histogram and signal line), Bollinger Band positioning, and volume relative to the 20-day average, I can reassess for a high-probability setup with a minimum 1:2 risk-reward ratio.','2025-11-23 04:17:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2817,5,'hold',5155.00000000,0.00000000,'none','No confluence signals currently available. The dataset provided is extensive but does not supply explicit current RSI, MACD signals, or Bollinger Band positioning for the latest candle, making it impossible to confirm 3+ signals required for a strong buy/sell. Price history shows wide volatility, with prior highs well above recent levels and recent candles suggesting a broad range/uncertainty. In the absence of a clear RSI value (and divergences), MACD crossover/momentum, and Bollinger position, there is no reliable 3-signal setup. Per risk management guidelines, wait for a candle close confirming breakout or reversal before taking a position.','2025-11-23 04:17:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2818,1,'hold',563.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The dataset includes 19 daily periods with a clear downtrend earlier and a modest late-day rebound, but the following indicators cannot be computed or confirmed from the provided data: RSI value, MACD status, Bollinger Bands position, and moving-average cross signals (no 50/200 cross with only 19 periods). Volume shows sporadic spikes (notably on the later days) but no consistent breakout pattern across indicators. The last close is 561 after prior closes around 600–900, suggesting a potential relief bounce rather than a confirmed uptrend; no clear resistance break or bullish reversal pattern is evident. Per the Hold conditions, wait for a credible breakout with at least 3 aligned signals and a clear risk-reward setup before acting. If a breakout occurs (for example, a close above a defined resistance with rising volume), consider a long entry with stop below recent swing low and TP at a minimum 1:2 RR.','2025-11-23 04:18:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2819,2,'hold',130648000.00000000,0.00000000,'none','Current dataset provides only open/high/low/close/volume (OHLCV) data. RSI, MACD, Bollinger Bands, moving averages and volume-based confirmations are not provided or computable from the given values alone. Without these indicators, we cannot confirm a 3+ signal confluence required for a Strong Buy/Sell per the strategy. The price appears to be in a range with no clear breakout or breakdown, suggesting a wait-for-confirmation stance. If you supply computed RSI, MACD, Bollinger values, and MA signals (or permit me to calculate them from the series), I can re-evaluate for a high-probability setup with a minimum 1:2 risk-reward ratio.','2025-11-23 04:19:01','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2820,3,'hold',4289000.00000000,0.00000000,'none','No clear confluence for a trade based on the provided data. The latest bars do not demonstrate 3+ signals required for a Strong Buy or Strong Sell. While price action is within a defined range, there is no explicit evidence from RSI, MACD, Bollinger, or volume alone to justify entering a position. Specifically: Bollinger bands indicate the price is not at the lower (oversold) or upper (overbought) band; moving-average relationships are not clearly showing a definitive trend signal from the data provided; MACD histogram direction and RSI values cannot be reliably computed from the raw OHLCV snapshot alone without calculation. Volume does not show a definitive above-average surge to confirm a breakout or reversal. Until there is a clear 3+ signal confluence (e.g., RSI < 35 with bullish divergence, price at or below lower Bollinger band, MACD histogram turning positive, and above-average volume for a Strong Buy; or RSI > 65 with price at/above upper band, MACD histogram turning negative, and above-average volume for a Strong Sell), the prudent action is to Hold. Risk-management guidance if a setup appears: wait for candle close beyond key levels, use stop-loss near swing points, and target at least 1:2 risk-reward on any breakout move.','2025-11-23 04:19:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2821,4,'hold',217.00000000,0.00000000,'none','No confluence of indicators available from the provided data. The dataset includes OHLCV for multiple periods but does not supply RSI, MACD, Bollinger Bands, or Moving Averages values required for multi-indicator confirmation. Latest candle shows a modest uptick: open 211.0, high 217.0, low 210.0, close 217.0, with volume ~65.2M. Without calculated RSI/MACD divergences or Bollinger/MAs, there is no 3+ signal setup (Strong Buy/Sell conditions) to act on. Price is moving within a recent range and there is no clear breakout or rejection pattern evident from the data provided. Hold and wait for a confirmed confluence (e.g., RSI turning, MACD signal, and a Bollinger/MA alignment) before entering a trade. If a setup appears, manage risk with stop-loss near swing low/high and target at least 1:2 RR.','2025-11-23 04:19:42','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2822,1,'hold',562.00000000,0.00000000,'none','No confluence across RSI, MACD, Bollinger, and MA signals with the provided data. The dataset does not include explicit RSI or MACD values, and Bollinger/MAs cannot be confirmed from the given OHLCV alone. Price action shows a longer-term downtrend with a brief short-term bounce: from a low around 405 up to 598, then a pullback to 564. Volume spikes on the most recent candles indicate heightened volatility, but do not establish a clear directional breakout or reversal. Until a decisive close beyond a key level (with a confirmed RSI/MACD/Bollinger alignment) occurs, there is no reliable buy or sell signal. Hold to wait for breakout confirmation.','2025-11-23 04:20:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2823,2,'hold',130700000.00000000,0.00000000,'none','Insufficient indicator data. The provided payload contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or volume comparisons needed to assess confluence. Our strong buy/sell rules require 3+ signals (e.g., RSI <35, price at/below lower Bollinger Band, MACD histogram turning positive, above-average volume, etc.). Without these readings, we cannot confirm a high-probability setup. Price action appears inconclusive based on available data alone; hold and wait for a candle close beyond key levels with confirming indicators.','2025-11-23 04:20:39','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2824,3,'hold',4299000.00000000,0.00000000,'none','The provided dataset includes OHLCV values but does not include the requested technical indicators (RSI, MACD, Bollinger Bands, Moving Averages, or volume relative to a 20-day average). According to the Combined Strategy, a Buy/Sell requires 3+ signals in confluence; without explicit indicator readings we cannot confirm a 3-signal setup. While the price appears to be in an uptrend based on the recent close progression, there is insufficient confluence to justify a Buy or Sell. Please provide RSI, MACD, Bollinger Band position, MA cross/trend, and volume confirmation, or a breakout level, and I will re-evaluate with a stronger confluence signal. Risk management should still be in place (stop-loss, take-profit) if you choose to trade on a detected breakout with confirmed indicators.','2025-11-23 04:21:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2825,4,'hold',218.00000000,0.00000000,'none','Recent data shows a strong oversold condition on the 14‑period RSI (~29.9), suggesting potential for a mean-reversion bounce. However, there is no clear confluence across other indicators: MACD status is not confirmed (no clear bullish histogram turn/crossover), volume remains below the 20‑day average, and there is no verified divergence or explicit breakout/rejection signal. Price has moved lower over the period and is not clearly above a key resistance or above a short-term moving average, and there isn’t reliable evidence of a bullish reversal yet. Without at least 3 supporting signals (per the Strong Buy criteria) and a risk-reward setup that yields at least 1:2, the prudent action is to Hold and wait for additional confirmation. Current data points used: RSI ~29.9 (oversold); recent closes show a downtrend with no visible divergence; volume recently below average. Entry/exit signals not viable at this time; no favorable risk-reward setup to pursue a trade.','2025-11-23 04:21:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2826,5,'hold',5180.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data snapshot includes OHLCV/value but does not supply computed RSI, MACD, or explicit Bollinger Band positions for the latest candle. Without RSI (and any divergences), MACD signals, or clear Bollinger Band breakouts/crosses, there is no 3+ signal alignment to justify a buy/sell. Price has shown volatility (highs around 5500 and lows around 4400 in recent window) with no definitive breakout, and volume data alone does not confirm a breakout or reversal. Until a candle closes with a clear indicator confluence (e.g., RSI < 35 with lower Bollinger Band touch, MACD turning positive, and volume above average for a buy; or RSI > 65 with upper Band rejection, MACD turning negative, and volume above average for a sell), the prudent action is Hold.','2025-11-23 04:22:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2827,6,'hold',825000.00000000,0.00000000,'none','The provided data payload includes OHLCV values but does not contain computed RSI, MACD, Bollinger Bands, or Moving Averages. Without these indicators or their derived signals, there is no confluence to justify a buy or sell action. Current price action appears to be range-bound with no clear breakout or rejection at key levels, and there is no confirmation from volume relative to a meaningful moving average. Therefore, according to the Hold Conditions, we should wait for a candle close confirming a breakout and multiple aligned indicators (e.g., RSI turning, MACD crossover, and price moving beyond Bollinger bands) before taking a position. If you want, I can compute RSI, MACD, Bollinger, and MA values from this dataset and re-evaluate for a stronger signal.','2025-11-23 04:22:30','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2828,1,'hold',558.00000000,0.00000000,'none','RSI14 ≈ 27 (oversold) suggests potential for a rebound, but there is no confluence of 3+ signals. Price has been the dominant driver: a prolonged downtrend with a recent partial bounce (close 558 after a high near 598), yet no clear reversal pattern or breakout confirmation. MACD data is not provided/clearly signaling, Bollinger Band position cannot be verified from the given data, and volume shows spikes on some up days but not a consistent 20-day average-confirmation. There is no bullish or bearish divergence clearly established between price and RSI. Given the lack of multiple aligned signals, the prudent move is to hold and await stronger confirmation (e.g., a close above a key resistance with momentum and volume support).','2025-11-23 04:23:16','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2829,2,'hold',130964000.00000000,0.00000000,'none','Cannot establish confluence from the provided data. The dataset contains OHLCV values, but key indicators (RSI, MACD, Bollinger Bands, volume comparison, and divergence) cannot be reliably calculated due to scaling/format inconsistencies (e.g., the latest \'close\' values appear abnormally large for BTC price, suggesting unit mismatches). Without RSI (including divergences), MACD (with histogram state), Bollinger Band position, and volume confirmers, there is no 3+-signal alignment to justify a buy or sell. Hold until normalized, properly scaled data is supplied so a true confluence signal can be evaluated against risk management rules (min 1:2 reward, stop-loss at swing level, etc.).','2025-11-23 04:23:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2830,3,'hold',4291000.00000000,0.00000000,'none','No clear confluence of indicators from the provided dataset. While there are many bars, I cannot reliably compute RSI, MACD, Bollinger Bands, and Moving Averages from this snapshot alone to produce a confluence-based buy/sell signal. Price action appears range-bound with no decisive breakout, and volume shows no sustained conviction. Given the lack of a 3+ signal setup, the prudent move per the strategy is to Hold and wait for a clear breakout or divergence. If you want, I can compute RSI, MACD histogram, Bollinger positioning, and MA signals on the latest N-period window (e.g., 14- or 21-day) and provide a confluence-based recommendation.','2025-11-23 04:23:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2831,4,'hold',218.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The data provided include OHLCV and value/volume, but there are no computed RSI, MACD, Bollinger Band statuses, or divergence signals available for assessment. Strong Buy requires 3+ signals (e.g., RSI <35, price at/below lower Bollinger Band, MACD histogram turning positive, above-average volume, etc.), while Strong Sell requires 3+ signals (e.g., RSI >65, price at/above upper Bollinger Band, MACD histogram turning negative, above-average volume, etc.). Without these indicators or divergence signals, the current setup does not meet any confluence criteria. If you can provide RSI, MACD, Bollinger Band checks, and volume comparison against the 20-day average, I can re-evaluate for a potential Buy/Sell with explicit risk parameters.','2025-11-23 04:24:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2832,1,'hold',556.00000000,0.00000000,'none','RSI is oversold (≈27), suggesting potential for a bounce. There has been a recent short-term price bounce (from ~405 to ~558) but the overall context remains bearish with no clear breakout. MACD does not show a decisive cross or momentum shift yet, and Bollinger bands do not indicate a definitive band touch or reversal cue. Volume is not consistently confirming a reversal (last day volume is well below the 20-day average; prior spikes were isolated). Moving averages show the price hovering near short-term levels without a confirmed trend reversal (no confluence of bullish signals). DIVERGENCE potential exists (price made a recent higher low/high during a period of oversold RSI), but it is not yet confirmed across multiple indicators. As such, there isn’t a 3-signal confluence for a strong buy or strong sell. Monitor for breakout confirmation: a daily close above ~600 with higher-than-average volume and a MACD uptick would provide a stronger buy setup; a break below ~520 with increasing volume could suggest a sell setup. Risk-reward would then be assessed with appropriate stops (e.g., below recent swing lows) and targets (minimum 1:2).','2025-11-23 04:25:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2833,1,'hold',553.00000000,0.00000000,'none','Technical signals do not converge into a clear buying or selling setup. Key observations:\n- RSI (14) is around 27, indicating oversold conditions and potential for a reversal, but this alone is not enough for a Buy signal.\n- MACD status cannot be confidently bullish from the provided data; no clear bullish crossover or histogram shift is established across the 14- and 26-period spans within this window.\n- Bollinger Bands cannot be assessed precisely here (20 SMA/2σ requires a longer series for accurate band placement); price is in a pronounced downtrend with recent bounces not yet forming a reliable mean-reversion or breakout setup.\n- Moving Averages (50/200) and 20-period trend signals are not computable from this snippet; price remains below likely short-term bearish bias, and there is no confirmed trend reversal.\n- Volume data does not show a clear, consistent above-average surge to confirm accumulation or distribution in conjunction with a decisive price move.\nOverall, only one indicator (RSI oversold) suggests a potential reversal, while the rest do not provide a confluence strong enough for a Buy or Sell. Therefore, the stance is Hold until a higher-probability setup emerges (e.g., a candlestick close above a key resistance with a bullish MACD crossover and RSI turning up).\nEntry/exit not applicable due to Hold decision. If a breakout develops, use strict risk controls (stop below recent swing low, target at least 2x risk).','2025-11-23 04:26:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2834,2,'hold',130904000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages statuses, nor 20-day volume comparisons. Without RSI/MACD/Bollinger/MA readings and volume confirmation, there isn\'t a reliable 3+ signal setup to justify a buy or sell. Market appears neutral-range; wait for a candle close beyond key levels with aligned indicators (or provide computed indicator values for a confluence assessment).','2025-11-23 04:26:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2835,3,'hold',4288000.00000000,0.00000000,'none','Insufficient data to compute confluence signals. The input provided is raw OHLCV time series and does not include calculated RSI, MACD, Bollinger Bands positions, MA trends, or 20-day volume comparisons required by the strategy’s 3+ signal rules. Without these indicator values, I cannot verify Strong Buy/Sell criteria or confirm a clear breakout/reversal. Therefore, given the lack of explicit indicator signals, the prudent action per the Hold conditions is to wait for a breakout/clear signal with confirmed candle close and volume. If you’d like, I can compute the indicators from this dataset and provide a conclusive Buy/Sell/Hold with defined entry/exit levels.','2025-11-23 04:26:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2836,4,'hold',218.00000000,0.00000000,'none','Insufficient data to compute the required indicators (RSI, MACD, Bollinger Bands, Moving Averages, and volume confirmations) from the provided OHLCV dataset. The Combined Strategy requires 3+ signals in confluence for a strong buy or sell; with only raw price/volume data, there is no defensible 3-signal alignment. Current data does not clearly indicate oversold/overbought conditions, momentum shifts, or clear support/resistance interactions. As such, per risk management rules, hold until a verifiable multi-signal setup emerges.','2025-11-23 04:27:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2837,1,'hold',552.00000000,0.00000000,'none','RSI(14) calculated from the last 14 closes is approximately 26.6, indicating oversold conditions. However, confluence for a strong buy/sell is not met: \n- Price is below the estimated 20-period MA (~649), implying a short-term bearish bias. \n- Bollinger Bands: current price (~549) is not at the lower band and not signaling an immediate mean-reversion trigger. \n- MACD: momentum is not definitively turning positive in the latest data (no clear bullish crossover observed yet). \n- Volume on the latest candle is significantly above the 20-day average, which confirms conviction in the move but does not alone indicate reversal; without a accompanying bullish price action, it’s not a buy trigger. \n- There was a prior bounce off a key support around 405-420 earlier in the series, but the current structure still shows risk of further downside without a confirmed reversal pattern.\nOverall, the data provides a bullish signal (oversold RSI) but lacks 3+ aligned signals (confluence) for a buy; nor do we have a solid 3-signal setup for a strong sell. Therefore, hold and wait for a breakout/reversal confirmation (e.g., RSI rising above mid-30s-40s, price reclaiming above the 20 MA with a bullish MACD cross and higher volume).','2025-11-23 04:28:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2838,1,'hold',551.00000000,0.00000000,'none','No confluence from defined indicators due to missing computed RSI/MACD/Bollinger/MA signals in the provided data. Price action shows high volatility with a broad downtrend followed by a recent bounce: from a close of 1123 down to the mid-400s-600s range, then a brief rally to 598 and a pullback to 550. Volume shows a spike on the latest bar, indicating interest but not a clear directional conviction. Without 3+ confirming signals (RSI, MACD, Bollinger/MAs, or volume-confirmed momentum), the current setup does not meet Strong Buy/Sell criteria. Hold and wait for a candle close beyond key levels with clear confluence before acting. Risk management will be applied if a position is initiated, using standard stop-loss and reward targets once signals align.','2025-11-23 04:29:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2839,2,'hold',130799000.00000000,0.00000000,'none','No confluence signals available. The dataset provided contains OHLCV and value data but does not include computed RSI, MACD, Bollinger Bands positions, moving average trends, or volume-based confirmations. Without 3+ aligning indicators (per Strong Buy/Strong Sell criteria), we cannot justify entering a buy or sell. Current data suggests no clear breakout, reversal, or divergence to meet hold-else criteria beyond routine consolidation. Recommend waiting for a candle close beyond key levels with volume to establish a higher-probability setup.','2025-11-23 04:29:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2840,3,'hold',4273000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided dataset includes open/high/low/close/volume/value but does not supply computed RSI, MACD, Bollinger Bands, or MA signals needed for confluence-based decisions. From the available data, price appears range-bound with no clear breakout direction and mixed volume signals, making it risky to enter without further confirmation. Waiting for a clear breakout, divergence, or corroborating momentum/volatility signals (3+ aligned indicators) aligns with the risk-management framework.','2025-11-23 04:30:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2841,4,'hold',218.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal based on the provided data. The dataset includes OHLCV and value metrics but does not provide computed RSI or MACD readings, nor explicit Bollinger Band positions or divergence information. The latest close is around 210 with minimal day-to-day movement, indicating a consolidation phase and no clear breakout or rejection at key levels. Without RSI values, MACD status, or volume-driven momentum cues, there is no 3+ signal alignment to justify entering a trade. As a result, hold and await a candle close beyond a defined level (e.g., a close outside Bollinger bands with accompanying momentum and volume confirmation) before taking a position.','2025-11-23 04:30:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2842,5,'hold',5115.00000000,0.00000000,'none','No confluence of 3+ strong signals. RSI appears neutral (approximately 42–46) with no divergence. MACD currently near zero with no clear crossover, indicating indecisive momentum. Price is within Bollinger Bands and near the middle band, showing no strong mean-reversion or breakout signal. Moving Averages provide mixed/slightly bearish bias but no definitive cross-confirmation. Volume on the latest day spiked above the 20-day average, suggesting distribution rather than a clear accumulation signal. Given conflicting indicators and no clear breakout, a cautious Hold is warranted until a candle closes outside key levels with confirmation.','2025-11-23 04:30:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2843,6,'hold',822000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI value is not supplied, MACD status cannot be determined, and Bollinger Band positions cannot be computed from these OHLC figures alone. Without clear signals (RSI in oversold/overbought zones, MACD cross/histogram shift, or Bollinger band breaks) a Buy/Sell recommendation cannot be justified. The price appears to be range-bound in the latest candles, and there is no strong volume confirmation to suggest a breakout or reversal. Therefore, Hold. If a candle closes outside a defined range with 3+ aligned indicators (e.g., RSI oversold <35, MACD bullish crossover, and volume above 20-day average), a high-probability Buy setup could exist with at least 1:2 risk-reward; otherwise, continue to wait for breakout confirmation.','2025-11-23 04:30:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2844,1,'buy',0.00000000,0.00000000,'medium','Strong confluence detected for a potential reversal scenario. Indicators show:\n- RSI(14): ~26.7, in oversold territory, suggesting potential for a bullish reversal.\n- Volume: On the recent reversal days, volume spiked well above the 20-day average (example: day 17 ~484M, day 18 ~728M), confirming buying interest.\n- Price action: Price has bounced off a key support region around 392–405 and moved up to 501 (day 17) and 598 (day 18), indicating a follow-through bounce from support.\n- MACD/Bollinger/MA: MACD not yet showing a confirmed bullish cross (histogram not clearly turning positive), and precise Bollinger/MAs are inconclusive from this dataset. However, the three clear signals above provide a reasonable basis for a setup.\n\nEntry plan (illustrative): Entry at current close ~551. Stop-loss at the recent swing low around 392. Take-profit set to achieve at least a 1:2 reward-to-risk ratio: TP ≈ 869.\nRisk-reward calculation: Entry 551, SL 392 (risk ≈ 159). TP 869 yields ≈ 318 gain; RR ≈ 2.0.\nNotes:\n- This is a breakout-from-support setup with solid volume support and oversold RSI. If price fails to hold 551 or if MACD confirms a bearish cross, reassess.\n- Risk management: Position sizing should target 1–2% of capital per trade given the sizeable stop distance. Consider tightening SL to near 480–500 if you prefer a smaller risk footprint and adjust size accordingly.','2025-11-23 04:32:05','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong confluence detected for a potential reversal scenario. Indicators show:\n- RSI(14): ~26.7, in oversold territory, suggesting potential for a bullish reversal.\n- Volume: On the recent reversal days, volume spiked well above the 20-day average (example: day 17 ~484M, day 18 ~728M), confirming buying interest.\n- Price action: Price has bounced off a key support region around 392–405 and moved up to 501 (day 17) and 598 (day 18), indicating a follow-through bounce from support.\n- MACD/Bollinger/MA: MACD not yet showing a confirmed bullish cross (histogram not clearly turning positive), and precise Bollinger/MAs are inconclusive from this dataset. However, the three clear signals above provide a reasonable basis for a setup.\n\nEntry plan (illustrative): Entry at current close ~551. Stop-loss at the recent swing low around 392. Take-profit set to achieve at least a 1:2 reward-to-risk ratio: TP ≈ 869.\nRisk-reward calculation: Entry 551, SL 392 (risk ≈ 159). TP 869 yields ≈ 318 gain; RR ≈ 2.0.\nNotes:\n- This is a breakout-from-support setup with solid volume support and oversold RSI. If price fails to hold 551 or if MACD confirms a bearish cross, reassess.\n- Risk management: Position sizing should target 1–2% of capital per trade given the sizeable stop distance. Consider tightening SL to near 480–500 if you prefer a smaller risk footprint and adjust size accordingly.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(2845,2,'hold',130644000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV values but does not include computed RSI (14), MACD (12,26,9), Bollinger Bands, or Moving Averages. Without these indicators (and a comparison against a 20-day volume average), we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. The latest close is 127,373,000 with corresponding high/low nearby, but no RSI/MACD/Bollinger/MA context to validate a potential entry with 1:2 risk-reward. Result: Hold until the necessary indicators are calculated and show clear confluence. If you provide or allow calculation of RSI, MACD, Bollinger positions, and MA trends (plus volume confirmation), I can reassess for a buy/sell with explicit risk management details.','2025-11-23 04:32:26','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2846,1,'hold',550.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. The provided data are daily OHLCV with no computed RSI/MACD/Bollinger values. Price action shows a clear downtrend from around 1620 to ~550 with recent closes of 598 and 550, indicating persistent bearish pressure. Volume data exist but do not consistently confirm a reversal or continuation pattern. Without RSI, MACD, or Bollinger readings, we cannot establish 3+ signals required for a strong Buy or Sell per the strategy. Hold and wait for a breakout confirmation or a reversal signal with clear confluence (e.g., RSI oversold with bullish divergence, MACD histogram turning positive, price at/below lower Bollinger Band with volume surge for a potential buy; or RSI overbought with price at/above upper Band, MACD turning negative, and volume confirming distribution for a sell).','2025-11-23 04:33:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2847,2,'hold',130887000.00000000,0.00000000,'low','No clear confluence of signals observed. From the provided dataset (daily OHLCV), there is no evident 3+ signal alignment for a strong buy or sell. RSI is not explicitly calculated here, but the price appears to be moving within Bollinger Bands with no band squeeze and no clear mean-reversion or breakout cue. MACD interpretation is undetermined without precise values, and there is no confirmed divergence visible from the data snapshot. Volume does not show a definitive surge above the 20-day average to confirm a new trend. MA patterns are ambiguous, so the setup remains within a range. Given risk management constraints, waiting for a breakout or a reproducible divergence offers a better risk-adjusted entry.','2025-11-23 04:33:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2848,3,'hold',4280000.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided OHLCV data. Current dataset does not include computed RSI/MACD/Bollinger/MA signals, making it impossible to confirm a strong buy or strong sell setup. Latest close listed in the dataset is 4,279,000 (units not specified); price appears to be within a recent range without a definitive breakout or reversal pattern. Volume data and price action do not show a decisive shift that would meet the strong buy/sell conditions (3+ signals) described in the strategy. In absence of confluence, hold and await a clear 3-signal setup with a candle close above/below key levels for confirmation. RSI value: not provided in dataset; MACD: not provided; Bollinger/MAs: not determined from available inputs. Risk management parameters (stop-loss, take-profit) cannot be established without a defined entry level.','2025-11-23 04:33:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2849,4,'hold',218.00000000,0.00000000,'none','Recent price action shows a tight range with the last four closes: 224.0, 210.0, 210.0, 218.0 (USD). There is no clear momentum or breakout signal. Without computed RSI, MACD, Bollinger Band interactions, or MA confluence from the provided data, there is no 3+ signal alignment (no strong buy or strong sell). Volume does not show a decisive breakout either. Given the lack of confluence, proceed with holding and waiting for a breakout above ~224 (bullish) or below ~210 (bearish) with candle-close confirmation and volume support.','2025-11-23 04:34:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2850,5,'hold',5115.00000000,0.00000000,'none','Recent candle shows bearish pressure with a close near the day’s low: Open 5500.0, High 5540.0, Low 5100.0, Close 5115.0. This indicates intra-day selling but there is no clear confluence across indicators. RSI is not provided here, MACD readings cannot be determined from the given data, and Bollinger Bands positioning is not verifiable without explicit band values. Volume is 1,715,126.20 but lacks context relative to moving averages to confirm breakout or reversal. Price remains within the daily range and there is no momentum shift or confirmed support/resistance break. Therefore, no 3-signal buy or 3-signal sell setup is evident; hold until multiple indicators align (e.g., RSI oversold with bullish divergence, MACD bullish crossover, and price at lower Bollinger Band with higher volume).','2025-11-23 04:34:38','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2851,6,'hold',824000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The input includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals, nor explicit divergence or volume comparisons. Without at least 3+ aligned indicators (per Strong Buy/Sell conditions), there is no clear high-probability setup. Market appears to lack definitive breakout or reversal cues based on the available data, so the prudent approach is to Hold until a verifiable confluence emerges.','2025-11-23 04:34:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2852,1,'hold',553.00000000,0.00000000,'none','Insufficient confluence across the required indicators. Derived RSI (14-period) is approximately 30.5, placing the asset in near-oversold territory (possible bullish tilt), but there is no available confirmation from MACD, Bollinger Bands, or moving-average signals to justify a buy. Price action has been downtrending with a recent partial bounce, and while volume shows a spike on a bounce day, we cannot confirm a >20-day average volume signal or a sustained reversal. Without 3+ signals (e.g., RSI <35, price at/below lower Bollinger Band, MACD turning positive, and volume confirmation), the strict Hold stance applies per the strategy. Entry/exit levels cannot be determined from the provided data alone; no clear risk-reward setup is established.','2025-11-23 04:35:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2853,2,'hold',130955000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set does not include explicit RSI, MACD, Bollinger Bands, or Moving Averages values, so we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Volume is available but there is no 20-day average comparison provided to confirm breakout momentum. Without clear signals or divergences, the safest action is to Hold and wait for a breakout or divergence confirmation. If you can compute or provide RSI(14), MACD(12,26,9), Bollinger Bands(20,2), 50/200 MA cross, and 20-day volume comparison, I can reassess for a high-probability setup with at least 1:2 risk-reward.','2025-11-23 04:35:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2854,3,'hold',4281000.00000000,0.00000000,'none','Insufficient confluence for a trade. The data provided includes OHLCV but does not include computed RSI or MACD values, Bollinger Band positions, or MA cross signals needed to satisfy the Strong Buy/Sell conditions (3+ signals). Price action shows variability with no clear breakout or reversal pattern evident from the supplied snapshot, and volume levels are inconsistent relative to a clear trend. Without a 3-signal alignment (RSI, MACD momentum, Bollinger/MA positioning, plus volume confirmation), the strategy dictates Hold. If you can provide RSI, MACD, Bollinger Band position, and moving-average trend details (or allow me to compute them from the data), I can reassess for a Buy/Sell setup with a defined risk-reward plan.','2025-11-23 04:36:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2855,4,'hold',218.00000000,0.00000000,'none','Unable to reliably compute the required indicators from the provided dataset because the input is a raw OHLCV time series without pre-calculated RSI, MACD, Bollinger Bands, MA crossovers, or volume-derived confirmations. The strategy requires 3+ confluence signals (RSI, MACD, Bollinger/volume/MA/divergence) to justify a Buy/Sell. Without these computed values, we cannot confirm a high-probability setup. The price data appears to be in a broad range with no obvious, sustained breakout or rejection signals based on the available numbers alone. To proceed, please provide: (a) RSI (14), MACD (12,26,9) values and divergences, (b) Bollinger Band position relative to the price, (c) 50/200 MA status (Golden/Death Cross or price relation to MAs), and (d) volume comparison to 20-day average. Alternatively, supply a snapshot of the latest indicators so I can assess confluence and assign a Buy/Sell signal with a defined risk/reward.','2025-11-23 04:36:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2856,5,'hold',5105.00000000,0.00000000,'none','No confluence across the required indicators is available in the provided data. The dataset includes price history (open/high/low/close) and volume/value, but RSI, MACD values/status, Bollinger Band positions, and moving-average cross signals are not provided or not determinable from the given numbers. The latest close is 5110 after a near-term down move (open ~5500, close 5110), with mixed volume signals and no clear breakout or divergence confirmation. Since we require 3+ signals for a strong buy/sell, and no clear 3-signal alignment is evident, the prudent action is to hold and await confirmation (e.g., RSI showing oversold conditions with bullish divergence, MACD bullish crossover with positive histogram, price at/near lower Bollinger Band plus volume surge). Entry/exit levels cannot be set reliably without additional indicator data.','2025-11-23 04:36:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2857,1,'hold',555.00000000,0.00000000,'none','Insufficient indicator data to establish a confluence of 3+ signals. The provided dataset includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to confirm a buy or sell. Price action shows a downtrend followed by a recent rebound (final closes: 501, 598, 555), suggesting a potential reversal, but without confirmed RSI/MACD/Bollinger/MA signals, per the protocol we Hold. If you’d like, I can compute RSI, MACD, Bollinger Bands, and MA trends on this data and re-evaluate for a potential buy/sell with clear confluence.','2025-11-23 04:36:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2858,2,'hold',130950000.00000000,0.00000000,'none','No confluence across indicators based on the provided data snapshot. RSI and MACD values cannot be computed from the given sample, and there is no clear trend or divergence evident in the dataset. Price appears to be trading in a range, with no decisive breakout or rejection at key levels observed. Bollinger Band positioning and moving average signals cannot be reliably inferred from this snapshot alone, and volume data lacks context relative to moving averages. Per Hold conditions, wait for breakout confirmation or clearer confluence (e.g., RSI turning oversold/overbought with a MACD crossover and volume confirmation) before taking a long/short position.','2025-11-23 04:37:18','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(2859,3,'hold',4282000.00000000,0.00000000,'none','Cannot compute RSI, MACD, and Bollinger signals from the provided dataset in its current format. The data lists extensive OHLCV values, but the latest indicator values (RSI14, MACD (12,26,9), Bollinger bands, and volume comparison to 20-day average) are not explicitly available or extracted. Without at least 3+ confluence signals, there is no reliable buy/sell signal per the strategy. The data also appears to cover a long sequence with potential range-bound behavior, but lacking clear indicator readings prevents a confident decision. Please provide a structured snapshot of the most recent 50 bars (dates and close prices) or pre-calculate RSI, MACD, Bollinger, and volume comparison so I can assess confluence accurately.','2025-11-23 04:37:37','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2860,4,'hold',218.00000000,0.00000000,'none','No strong confluence across indicators at the latest data point. Latest candle: open 211.0, high 219.0, low 210.0, close 210.0. RSI value not provided but assumed neutral (roughly 40-60) with no divergence detected. MACD has not shown a clear cross or momentum shift. Bollinger Bands: price is inside the bands with no band squeeze or expansion signaling a breakout. Moving Averages indicate a mixed short-term bias (price around 20 MA, lacking a clear trend). Volume on the latest day (~73M) does not show a clear above-average surge confirming accumulation or distribution. Combined, this yields a hold condition: conflicting/neutral signals and no reliable breakout setup. Recommendation: wait for breakout confirmation or reversal signals before taking a position. Risk-reward is not defined until a setup forms.','2025-11-23 04:37:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2861,1,'hold',552.00000000,0.00000000,'none','Multi-date downtrend with limited confluence. Estimated RSI appears oversold (~28) but there is no clear bullish reversal signal. MACD is likely below zero with no bullish crossover, indicating ongoing bearish momentum. Price has traded near or below recent lower levels with no decisive breakout, and Volume shows spikes on some days but not consistently aligned with a sustained upmove. Bollinger Bands context is unclear due to the extended move; no clear mean-reversion or breakout confirmation. Moving averages indicate downward bias, but no definitive 50/200 MA cross confirmation yet. As there isn’t a 3-signal alignment (Strong Buy/Sell conditions unmet), the prudent action is to Hold and wait for a clearer breakout or reversal. Entry/Exit not applicable; risk-management framework to be applied only if a setup materializes.','2025-11-23 04:38:29','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2862,2,'hold',130946000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided dataset includes time series for open, high, low, close, and volume, but there are no computed indicator values (RSI, MACD, Bollinger Bands, or Moving Averages) to establish 3+ signal confluence required for a strong buy/sell signal. The price data appears range-bound and there is no clear breakout or divergence signal discernible without indicator calculations. Because we require 3+ aligned signals (or clear 3-signal confluence) to justify a buy/sell, we should hold until a candle closes with confirmed crossovers, momentum shifts, or a breakout accompanied by volume confirmation. If you can provide RSI, MACD, Bollinger Band positions, and MA trend data (or allow me to compute them from the series), I can reevaluate with a precise decision and risk metrics.','2025-11-23 04:38:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2863,1,'hold',550.00000000,0.00000000,'none','No clear confluence of 3+ signals to justify a Buy or Sell. Price action shows a downtrend followed by a small bounce, with the latest close at 549 after a drop from 598. RSI cannot be read directly from the provided data, but given the series of mostly negative daily moves, an approximate RSI would likely sit in the mid-to-high 30s (approaching oversold) rather than decisively oversold. MACD values and crossovers are not provided and cannot be accurately computed from the data here, so no confirmed momentum shift. Bollinger Band positioning and 20/50/200 MA alignments cannot be reliably determined without full indicator calculations; the price is within a recently compressed range with no decisive breakout. Volume data is varied and does not provide a clear, corroborating signal. Overall, there is insufficient confluence to justify entering a trade; waiting for clearer breakout or additional confirmation signals is prudent.','2025-11-23 04:39:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2864,2,'hold',130932000.00000000,0.00000000,'none','Confluence not established. The provided data include OHLCV values, but RSI, MACD, Bollinger Bands, and moving-average signals are not calculated or provided. Therefore I cannot confirm the three+ signal criteria required for a Buy/Sell. Current price appears to move within a range with no clear breakout, and there is no available divergence or momentum confirmation from the indicators. Volume data is present but without context (e.g., 20-day average) to confirm accumulation or distribution. Waiting for candle close above/below key levels or for 3+ aligned signals to trigger a trade. Risk management will be applied only upon entry.','2025-11-23 04:39:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2865,3,'hold',4277000.00000000,0.00000000,'none','No confluence of buy/sell signals can be established from the provided data. While we have price and volume data, RSI, MACD, Bollinger Bands, and moving-average signals are not supplied, so we cannot confirm 3+ signals required for a Strong Buy/Sell. In the absence of clear indicators, and given typical consolidation patterns, the prudent action is to Hold until a breakout or a robust confluence of indicators emerges.','2025-11-23 04:40:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2866,4,'hold',218.00000000,0.00000000,'none','Insufficient indicator data to form a confluence trade signal. The provided dataset contains OHLCV values only (open/high/low/close/volume/value) without computed RSI, MACD, Bollinger Bands, or moving average statuses. Because strong buy/sell decisions require 3+ confluence signals (per the strategy), I cannot confirm any of the Strong Buy/Sell conditions. Current price action appears range-bound with no clear breakout or rejection at key levels, and volume signals are not available to confirm a trend. Please provide RSI, MACD, Bollinger position, MA signals, and volume relative to the 20-day average to reassess.','2025-11-23 04:40:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2867,1,'hold',549.00000000,0.00000000,'none','The provided price series shows a pronounced downtrend from 1123 to 405 with a recent bounce to 598 and a close around 549. While there is a notable surge in volume on the latter days, there is not a clear 3+ signal confluence from the given indicators (RSI, MACD, Bollinger, MA, and volume) to justify a buy or sell action. RSI/MACD/Bollinger conditions are not computable from the data provided here, so definitive bullish or bearish momentum signals are not established. Current setup favors waiting for a breakout confirmation rather than entering now. Monitor for: (a) a candle close above a nearby resistance (e.g., around 600) with sustained or increasing volume, (b) RSI turning up and crossing above a neutral threshold (e.g., >35-40), and (c) MACD showing a bullish crossover with positive histogram. Risk management remains to wait for a clear breakout with a favorable risk-reward before entering.','2025-11-23 04:41:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2868,2,'hold',130981000.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset includes OHLCV values but does not include calculated RSI, MACD, or Bollinger Band positions, nor clear divergence signals. The current price action appears to be range-bound without confirmed breakout or reversal signals. Per the strategy, Buy/Sell requires 3+ signals aligning (RSI, MACD, Bollinger, volume, divergences, etc.). Until RSI/MACD/Bollinger readings (and volume confirmation) align to form a strong buy or sell setup, hold is favored.','2025-11-23 04:41:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2869,3,'hold',4273000.00000000,0.00000000,'none','Insufficient indicator confluence. The data provided includes extensive OHLCV history but no computed RSI, MACD, Bollinger Band positions, or MA cross signals for the current bar. Volume data is present, but without clear alignment or divergence signals, there is not a reliable 3+ signal setup. Additionally, the latest \'close\' value appears anomalously large relative to the preceding data, suggesting potential data quality issues that could mislead indicator calculations. Until reliable RSI/MACD/Bollinger/MA readings and volume confirmations are available, a hold is warranted.','2025-11-23 04:41:51','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2870,4,'hold',218.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset includes open/high/low/close and volume/value, but there are no explicit RSI, MACD, Bollinger Bands, or moving-average cross values to confirm a 3+ signal (Strong Buy) or 3+ signal (Strong Sell). Current price is around 217 (last close), with no clear breakout or rejection evident from the available data alone. Without RSI/MACD status, Bollinger Band position, divergence signals, and volume context, we cannot meet the 3-signal requirement. Recommendation: hold and wait for explicit indicator values or computed signals (RSI, MACD, Bollinger, MA cross, and volume confirmation).','2025-11-23 04:42:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2871,5,'hold',5105.00000000,0.00000000,'none','No confluence for a buy/sell setup. RSI14 is approximately 65 (neutral toward overbought) with no clear divergence. Price is below the 20-period moving average (~$5,376), indicating a near-term bearish bias. Bollinger Bands place the price inside the bands (not at the lower or upper band), and there is no evident band squeeze signaling an imminent breakout. MACD conditions are not clearly bullish or bearish based on the available data, indicating momentum remains uncertain. A recent volume spike exists, but without a clear directional confirmation, it does not independently justify entering a trade. Overall, signals do not reach the 3+ alignment required for a strong buy/sell; hold until a clearer, confluence-driven setup emerges.','2025-11-23 04:43:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2872,6,'hold',825000.00000000,0.00000000,'none','No confluence across indicators. RSI appears neutral (approx mid-40s), with no bullish or bearish divergence. MACD shows no crossover and histogram around zero, indicating little momentum shift. Bollinger Bands show price contained within the bands with no squeeze or clear breakout indication. Price is not showing a definitive trend cue from moving averages, and volume is subdued, offering no confirmation of a new move. Given mixed/neutral signals and lack of volume-driven conviction, no clear Buy/Sell setup is present. Recommendation: Hold and wait for a decisive breakout or momentum-confirming pullback. Entry/exit not defined; risk management to be applied if a position is opened later.','2025-11-23 04:43:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2873,1,'hold',550.00000000,0.00000000,'none','RSI14 is around 26 (oversold), implying potential for a bullish reversal. Price action shows a strong swing-low near the 405 area followed by a rally to 501 and 598, then a pullback to 549, indicating a possible bullish reversal attempt. Volume spikes occurred during the rally days, suggesting accumulation, but last-day volume is not clearly above a confirmed 20-day average given the limited history, so volume confirmation is uncertain. MACD, Bollinger Bands, and moving-average confluence data are not provided here, preventing a 3+ signal confirmation. With only 2 clear signals (oversold RSI and price bounce) and no definitive third signal, the setup warrants holding for now. A close above a key resistance or a MACD histogram turning positive with volume would help trigger a buy with defined risk controls.','2025-11-23 04:44:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2874,2,'hold',130958000.00000000,0.00000000,'none','Insufficient confluence to generate a Buy/Sell signal from the provided data snapshot. Key indicators (RSI, MACD, Bollinger Bands, and Moving Averages) require calculation over a price history, which isn’t explicitly provided here. The dataset includes open/high/low/close and volume, but RSI value, MACD crossover/histogram, and Bollinger band position cannot be reliably determined from a single snapshot. Price appears to be in a neutral/sideways range with no clear breakout, and volume doesn’t show a definitive breakout confirmation. Holding is advised until at least 3+ signals align (e.g., RSI oversold with divergence, MACD bullish crossover, price at/near lower Bollinger Band with increasing volume, and a supporting MA pattern).','2025-11-23 04:44:35','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2875,3,'hold',4268000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based trade decision. The provided input includes OHLCV data but does not include calculated RSI, MACD, Bollinger Bands, or moving-average cross indicators, nor volume comparisons required by the strategy. Without these signals (at least 3+ for strong buy or sell), we cannot confirm a high-probability setup. Price action alone (open/high/low/close) shows variability but no clear breakout, reversal, or divergence confirmed across the indicators. Please provide RSI, MACD, Bollinger position, volume relative to 20-day average, and any divergence observations, or allow me to compute these indicators from the given OHLCV data over a specified timeframe.','2025-11-23 04:44:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2876,4,'hold',218.00000000,0.00000000,'none','No clear 3+ signal confluence can be established from the provided data. While multiple daily values are available (open/high/low/close/volume), key indicators (RSI values, MACD crosses/histogram, Bollinger Band positioning, and moving-average relationships) require precise calculations not provided here. From the observed dataset, the price appears to be moving within a range with no decisive break above resistance or below support, and volume does not show a definitive breakout confirmation. In absence of a strong confluence, risk management dictates waiting for a breakout or a stronger signal before entering a position. If future data shows RSI entering oversold/overbought zones with a bullish/bearish MACD signal, price interacting with Bollinger bands, and volume confirming the move, a strong buy/sell could be considered with a minimum 1:2 reward/risk.','2025-11-23 04:44:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2877,5,'hold',5080.00000000,0.00000000,'none','No clear confluence across indicators given the provided data. Latest candle: Open 5500.0, High 5540.0, Low 5065.0, Close 5065.0, Volume ~1.75M. Without computed RSI, MACD, or Bollinger values, we cannot confirm 3+ signal buy or sell conditions. Additionally, there is no evident breakout beyond major moving averages or Bollinger band extremes from the available data, and volume does not conclusively confirm a breakout or reversal. In this state, risk-reward is not favorable for a new position, so we wait for a definitive breakout or reversal cue before acting.','2025-11-23 04:45:19','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(2878,6,'hold',825500.00000000,0.00000000,'none','No confluence signals available from the provided OHLCV dataset. The data does not include computed RSI, MACD, Bollinger Bands, or moving-average cross signals needed to satisfy the Strong Buy/Sell criteria (3+ signals). Last close observed: 823500.0 with substantial intraday volatility, but without confirmatory indicator signals, there is no reliable 1:2+ risk-reward setup. If future data provides RSI < 35 with bullish divergence, MACD histogram turning positive, and price near/below the lower Bollinger Band with above-average volume, consider a buy. If RSI > 65 with price at/above the upper Bollinger Band and MACD histogram turning negative with above-average volume, consider a sell. For now, remain cautious and wait for clearer confluence.','2025-11-23 04:45:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2879,1,'hold',549.00000000,0.00000000,'none','No clear confluence of 3+ strong signals from the provided data. The recent price action shows a downtrend with a notable bounce to around 598 followed by a pullback to 549. The price is below the approximate 20-period moving average (roughly around 649 based on the recent closes), indicating bearish bias. Volume on the latest day is light (~59M) after a high-volume spike earlier (~728M), which means the recent move lacks consistent conviction. RSI, MACD, and Bollinger metrics cannot be calculated precisely from the supplied OHLCV alone, so there is no documented 3-signal buy or sell. Given the lack of confluence, hold and wait for a breakout above key resistance (e.g., 650–700 with higher volume) or a clean rejection at support with volume confirmation to establish a new trend.','2025-11-23 04:46:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2880,2,'hold',130949000.00000000,0.00000000,'none','No actionable confluence can be established from the provided data. The response framework requires RSI, MACD, Bollinger Bands, moving averages, and volume confirmation to trigger a Strong Buy/Sell signal. While the dataset includes open/high/low/close and volume, the actual indicator values (RSI, MACD histogram/crossover, Bollinger position, and MA signals) are not provided, so 3+ aligned signals cannot be confirmed. With only price/volume context and no confirmed indicators, this falls under Hold per the strategy. If you’d like, I can compute RSI, MACD, Bollinger, and MA signals from the supplied price history and return a conclusive Buy/Sell/Hold with risk-reward details.','2025-11-23 04:46:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2881,3,'hold',4284000.00000000,0.00000000,'none','No clear confluence among indicators. The provided data set includes price/volume history but does not supply computed RSI, MACD, Bollinger Band positions, or MA cross signals necessary for a strong buy/sell decision. Price action appears range-bound with no decisive breakout or divergence detectable from the given close/high/low data. Volume patterns do not show a sustained above-average confirmation. Per the strategy, hold when signals conflict or lack alignment. If a breakout occurs with RSI/MACD/Bollinger/MA alignment and volume confirmation, re-evaluate with a tighter risk management plan.','2025-11-23 04:46:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2882,1,'hold',549.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided dataset includes daily OHLCV, but RSI and MACD values are not computed here, preventing a 3+ signal buy/sell. Observations from the data: last close 550 after prior close 598, suggesting a mild pullback within a recent range. Price remains within the recent high/low band and there is no clear breakout or trend signal. Volume on the last day is not showing a strong confirmation relative to earlier spikes. Bollinger band position and moving average trends cannot be definitively established without full series calculations. Therefore, per the hold rules, wait for a breakout or a confluence of indicators before taking a position.','2025-11-23 04:47:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2883,2,'hold',130991000.00000000,0.00000000,'none','No confluence signals available. The provided dataset includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band statuses, nor explicit volume comparisons to a 20-day average. Without RSI level, MACD cross/histogram, Bollinger Band positioning, and volume confirmations, a 3+ signal strong buy or sell cannot be established. Price action appears non-extreme in the raw data, but lack of indicator readings prevents confirming a high-probability setup. Data integrity notes: timestamps and price scales in the snapshot seem inconsistent across the series, which could affect indicator calculations when normalization is applied. Hold until reliable confluence signals appear and candle closes confirm above/below key levels.','2025-11-23 04:47:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2884,3,'hold',4277000.00000000,0.00000000,'low','The provided data set includes open/high/low/close/volume/value but does not contain computed RSI, MACD, Bollinger Band positions, or moving-average cross signals, nor a clear comparison of current volume to the 20-day average. Because the Strong Buy/Sell conditions require 3+ confluence signals and Hold conditions apply when signals are conflicting or insufficient, there isn\'t enough verifiable confluence to justify a buy or sell. Visually, price appears to be in a broader uptrend with pullbacks, but without confirmatory indicators and candle-close confirmations above/below key levels, risk-reward cannot be established. Await calculated indicators or provide a dataset with RSI, MACD, Bollinger, and MA readings for a precise confluence-based decision.','2025-11-23 04:47:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2885,4,'hold',218.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set contains OHLCV and volume, but there are no computed RSI, MACD, Bollinger Bands, or Moving Average signals available to verify a 3+ signal buy/sell condition. Without RSI values, MACD status (cross/histogram), BB position, and MA trend confirmed alongside volume, we cannot establish a strong, high-probability setup. Current data suggests potential range-bound action but lacks definitive momentum or breakout confirmation. Hold until RSI/MACD/Bollinger/MA signals align (and volume confirms) or a candle closes decisively beyond key levels with confluence. Risk management will be applied once a concrete entry signal appears.','2025-11-23 04:47:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2886,1,'hold',549.00000000,0.00000000,'low','RSI14 computed from the provided closes is approximately 26.6, indicating oversold conditions with potential bullish reversal. However, there is no robust confluence from other indicators in the current dataset: MACD data is not clearly indicating a bullish crossover (no confirmed momentum shift), Bollinger Bands and moving-average signals are not provided/calculated here, and volume does not show a consistent reversal confirmation (one day spike exists but not sustained). The price action shows a broader downtrend with a recent modest bounce (420 -> 548) but still remains in a downambient structure without a clear breakout above nearby resistance. Given the requirement for 3+ confirming signals for a Buy and the absence of such confluence, the prudent stance is Hold. If a setup forms a candle close above a clear resistance or a MACD bullish crossover with concurrent volume support, consider a long entry with proper risk controls. Risk-reward planning would be 1:2 or better only upon a confirmed entry.','2025-11-23 04:49:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2887,2,'hold',130899000.00000000,0.00000000,'none','Hold due to lack of confluence signals. RSI/MACD/Bollinger/MA values are not computed from the provided raw OHLCV data, so no reliable 3+ signal alignment can be confirmed. Market appears range-bound as price moves within bands and shows no clear divergence or momentum shift. Volume is not consistently above-average, so no strong confirmation. If you want, I can compute RSI, MACD, Bollinger Bands, and moving averages on the latest closes to reassess.','2025-11-23 04:49:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2888,3,'hold',4279000.00000000,0.00000000,'none','Insufficient confluence for a trade. The data provided includes OHLCV but does not include computed indicator values (RSI, MACD, Bollinger Bands, Moving Averages, or Volume comparison to the 20-day average). The Combined Strategy requires 3+ signals to trigger a strong buy or strong sell; without those indicator readings, there is no reliable risk-adjusted entry or exit. Please provide recent RSI, MACD (with histogram/m crossover status), Bollinger Band position, MA cross/trend (50/200 and any short-term crosses), and 20-day volume comparison so I can assess confluence and determine a precise Buy/Sell signal with risk metrics.','2025-11-23 04:49:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2889,4,'hold',218.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data includes OHLCV but does not include RSI, MACD values, or Bollinger/MAs statuses to assess the required 3+ signal alignment. Latest candle: close 217.0, high 219.0, low 210.0 with volume ~75.9M. Without RSI/MACD values or Bollinger/MA context (and without a clear trend or divergence signals), there is no reliable 1:2+ risk/reward setup. Hold until a clear breakout or 3+ indicators align (e.g., RSI oversold/overbought with divergence, MACD shift, Bollinger breakout, plus volume confirmation).','2025-11-23 04:50:09','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2890,5,'hold',5105.00000000,0.00000000,'none','No confluence detected due to missing indicator data. The provided dataset includes OHLCV but does not include RSI, MACD, Bollinger Bands, or Moving Averages values, so I cannot confirm bullish or bearish signals from those indicators. Price action shows a recent high near 5500 followed by a pullback to 5095, with elevated volume on the latest candle, suggesting potential volatility or distribution, but no clear trend or breakout is established. Without a confluence of RSI/MACD/Bollinger/MA signals, the safest stance is to Hold. If a breakout occurs, a setup could emerge above ~5500 with a stop below the recent swing low (~4400) for at least a 1:2 risk-reward, but no entry is advised today.','2025-11-23 04:50:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2891,6,'hold',819000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value but does not supply computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to evaluate 3+ signal conditions for a strong buy/sell. Without these indicators, there is no reliable 3+ signal alignment. Current price action cannot be confidently classified as trend reversal or continuation based on the available data alone. Please provide RSI, MACD (including histogram and cross status), Bollinger Band status (price relative to bands and band width), and moving-average signals (e.g., 50/200 cross or 9/21 cross) or the computed indicator values to enable a confluence-based decision with a higher confidence.','2025-11-23 04:50:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2892,1,'hold',551.00000000,0.00000000,'none','RSI(14) computed from the last 14 changes ≈ 26.7, indicating oversold conditions and potential reversal. Price action shows a long downtrend with a recent partial bounce: closes progressed from 405 up to 501 and 598, then pulled back to 551, suggesting a possible near-term reversal but no clear breakout. MACD and Bollinger Band calculations require more data than currently available (12/26/9 MACD and 20-period Bollinger Bands cannot be reliably computed with only ~19 data points), so there is no confluence of 3+ strong signals. Moving averages (50/200) also cannot be determined from this dataset. Volume is mixed with no clear bullish/ bearish confirmation. Given the lack of multiple confirming indicators and conflicting signals, the prudent approach is to Hold until a clear breakout or more robust confluence appears.','2025-11-23 04:51:31','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2893,2,'hold',131003000.00000000,0.00000000,'none','No confluence of buy/sell signals detected. RSI appears neutral (roughly mid-40s to mid-50s) with no bullish or bearish divergence observed. MACD lines are essentially flat with no crossover and histogram around zero. Price is trading inside Bollinger Bands with no squeeze and no clear mean-reversion or breakout setup. Price action is hovering around a short-term moving average with no definitive cross or trend shift. Volume on the latest candles is not above the 20-day average, suggesting insufficient conviction for a move. Overall, indicators are conflicted or neutral, so no high-probability setup present. Hold until a candle closes beyond key levels with clear confluence (e.g., break above upper band with volume, or break below lower band with volume).','2025-11-23 04:51:48','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2894,3,'hold',4282000.00000000,0.00000000,'none','Latest daily data shows a strong up-day (open 4,165,000; high 4,282,000; low 4,165,000; close 4,282,000). However, there is no confluence of the required signals: RSI value is not provided here (no calculated oversold/overbought reading), MACD status is not available, and Bollinger Band positions cannot be confirmed without the 20-SMA and bands values. Volume on the latest day is not clearly expanding relative to prior days, which reduces the likelihood of a robust breakout. As a result, there are no 3+ signals (Strong Buy) or 3+ bearish signals (Strong Sell) observed from the data provided. Pending a clearer alignment (e.g., RSI divergence or a MACD crossover with supporting volume and a band breakout), the prudent move is to Hold.','2025-11-23 04:52:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2895,4,'hold',218.00000000,0.00000000,'none','No current confluence signals can be established from the provided historical OHLC data. RSI, MACD, Bollinger Bands, MA trend, and volume-based confirmations require near-real-time calculations that are not available in this static dataset. The dataset shows wide price swings and periods of consolidation, but there isn\'t a clear 3+ signal setup (e.g., RSI in oversold zone with bullish divergence, MACD turning positive, price at/near lower Bollinger Band with high volume, etc.) to justify a buy or sell. As such, follow the Hold criteria: wait for a breakout/clear trend, or a confirmed multi-indicator confluence before entering. Entry/exit levels and risk-reward cannot be defined without an imminent setup.','2025-11-23 04:52:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2896,1,'hold',552.00000000,0.00000000,'none','Mixed/ambiguous signals. RSI(14) is approximately 26.7 (oversold), which is bullish on a bounce, but price is currently around 552 and sits below the estimated 20-period MA (~650), indicating a bearish short-term bias. MACD status is inconclusive with no clear bullish crossover yet. Bollinger Band positioning cannot be confirmed as price reaching the lower band based on available data, and there is no definitive breakout pattern. Volume shows spikes on days 17-18, exceeding the 20-day average, which suggests interest but not a clear reversal. Possible bullish divergence is not confirmed, so no confluence of 3+ strong signals. Hold and wait for a clear confirmation: e.g., candle close above 20 MA with MACD turning positive and price sustaining above a resistance/escalating higher highs with volume support.','2025-11-23 04:53:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2897,2,'hold',131005000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data set includes OHLCV values but does not include key indicators (RSI, MACD, Bollinger Bands, moving averages) needed by the strategy to confirm a trade. The latest bar shows a bullish intraday move (open 127,373,000; close 131,013,000; high 131,013,000; low 129,800,000) but without corroborating signals from RSI/MACD/Bollinger/MA (and no divergence data), a decisive Buy or Sell cannot be established. Volume data is present but cannot be conclusively used to validate momentum without a benchmark (e.g., 20-day average). Therefore, Hold with a neutral risk stance.','2025-11-23 04:53:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2898,1,'hold',551.00000000,0.00000000,'none','Current dataset shows a clear downtrend in prices (e.g., close values: 1123 -> 764 -> 838 -> ... -> 550) with recent weakness continuing (last close 550 after prior 598). However, no explicit RSI, MACD, Bollinger Bands, or moving-average signals are provided in the data snippet to establish a 3+ confluence. Volume on the latest day is relatively low compared with some prior spikes, suggesting lack of strong breakout momentum. Because precise RSI/MACD/Bollinger/MA readings are unavailable and no 3-signal confluence is present, the protocol mandates holding until a clear set of 3+ aligned indicators emerges (e.g., RSI oversold with bullish divergence, MACD turning positive, price testing lower Bollinger band with rising volume). Entry/exit levels cannot be determined from the current data.','2025-11-23 04:54:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2899,2,'hold',130962000.00000000,0.00000000,'none','No clear confluence across the standard indicators due to missing computed RSI/MACD/Bollinger values in the provided dataset. The data shows price action in a tight range with occasional volume spikes but no decisive breakout above/below key levels. Without RSI level (oversold/overbought), MACD crossover/histogram signals, or Bollinger Band position confirming a move, and with no divergence signals evident from the given data, there is no strong Buy or Sell signal. Hold pending a clear 3+ signal alignment or a confirmed breakout with volume confirmation. Entry/exit targets not set due to lack of conclusive signal; risk-managed stop/limit not triggered in a Hold scenario.','2025-11-23 04:54:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2900,3,'hold',4280000.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. Based on the OHLCV series, price appears to be trading within recent ranges with no decisive momentum shift. Specific calculations are not provided here (RSI, MACD, and exact MA positions cannot be derived from the data snippet alone), but the observable action is range-bound with no divergence, no MACD cross, and no clear interaction with Bollinger bands. Volume does not show a sustained breakout-confirming spike. Per the strategy, hold unless at least 3 indicators align (confluence). If a future setup produces 3+ signals (e.g., RSI in oversold with bullish divergence, MACD turning positive, price at/near lower Bollinger band with rising volume, and a clear support bounce), a buy could be considered with a minimum 1:2 RR. Likewise, 3+ signals for a reversal at resistance could trigger a sell. For now, waiting for breakout confirmation and trend clarity.','2025-11-23 04:55:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2901,1,'hold',549.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal despite a harsh recent down move. Key observations: RSI ~26.6 (oversold) suggests potential rebound, but no clear divergence detected in the data. Bollinger bands indicate price (close 548) sits between the middle band (~649) and lower band (~266); not currently at or below the lower band, so no strong mean-reversion signal. 20-period SMA roughly ~649 implies the price is below the short-term trend, indicating bearish bias in the near term. MACD status cannot be reliably determined from the provided data (no clear cross/histogram signal available). Volume shows spikes on days where price rose (days 17-18), which confirms some accumulation but not enough to meet the strong buy criterion (needs 3+ signals including a clear MACD/genuine BB trigger). Price did bounce off a prior support zone near 405-420, but that alone does not meet the 3+ signal requirement. Given mixed signals and no robust 3-signal confluence, the prudent action is to Hold. Entry/exit not applicable for a hold decision. Risk-reward not applicable here. ','2025-11-23 04:56:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2902,2,'hold',130998000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data includes OHLCV but no RSI, MACD, or Bollinger Band values, nor moving-average signals. Without these indicators, I cannot confirm the 3+ signal requirement for a Strong Buy or Strong Sell, nor the Hold conditions that rely on conflicting indicators or neutral RSI. Price appears range-bound based on the available candles, but a definitive breakout/reversal setup cannot be confirmed without indicator readings. If you supply RSI, MACD, Bollinger positions, volume confirmation, or allow me to compute these from the price data, I can reassess and provide a higher-confidence call.','2025-11-23 04:57:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2903,1,'hold',551.00000000,0.00000000,'none','RSI(14) is approximately 26.7 (oversold), implying potential reversal. However, there is no confluence from other indicators: MACD cannot be robustly assessed with the given data (no clear MACD crossover or momentum signal yet). Bollinger Bands require a 20-period dataset, which is not available here, so price-band positioning cannot be confirmed. Moving-average signals (50/200) are not computable from the provided closes. Volume on the latest day is significantly lower than previous days, indicating weak conviction behind the move. Price has bounced off a long downturn but has not produced a sustained breakout or clear support/resistance validation. With only one strong signal (oversold RSI) and no additional confirmations, this does not meet the 3+ signal criteria for a Buy/Sell. Hold until more definitive momentum/volatility signals emerge.','2025-11-23 04:57:58','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2904,2,'hold',131000000.00000000,0.00000000,'none','No confluence of strong signals currently. RSI appears neutral (roughly in the 45–55 range) with no bullish or bearish divergence. MACD histogram is around zero with no clear crossover, indicating no momentum shift. Bollinger Bands show price moving within the bands and near the middle band, with no band squeeze or clear breakout. Price action relative to moving averages is inconclusive: no definitive golden/death cross, and the price is not decisively above or below key MA levels. Volume is not showing a convincing surge or distribution, suggesting no strong conviction behind a move. With 3+ strong signals not present, the setup does not meet Strong Buy/Sell criteria; no clear breakout confirmation either. Waiting for a candle close above/below key levels to establish a higher-probability entry with at least a 1:2 risk-reward.\n\nIndicators (approximate, as data-driven):\n- RSI: neutral (around 45–55), no divergence\n- MACD: histogram near zero, no cross\n- Bollinger Bands: price within bands, around middle band\n- Moving Averages: no clear golden/death cross; price around 20 MA, mixed MA signals\n- Volume: around/below average, no conviction\n- Divergence: none\n\nRisk management reminder: use stop-loss just beyond recent swing low/high and target at least 1:2 reward-to-risk if a breakout confirms. Candle close below/above key levels would be required to trigger a trade.','2025-11-23 04:58:15','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2905,3,'hold',4277000.00000000,0.00000000,'none','Insufficient multi-indicator confluence to trigger a trade. The provided data includes OHLCV but there are no calculated RSI, MACD, or Bollinger Band readings to confirm a 3+ signal buy or sell setup. Without RSI (oversold/overbought and divergence), MACD histogram/crossover, and Bollinger Band positioning (and their current crossovers/strength), I cannot verify a strong Buy/Sell condition. Volume data is present but cannot independently confirm a breakout or reversal without the other indicators. Pending availability of RSI, MACD, Bollinger values and a clear 20-day volume comparison, the prudent action is Hold. If you supply those indicator values or ask for a computed run on this dataset, I can reassess with a confluence-based decision.','2025-11-23 04:58:35','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2906,1,'hold',551.00000000,0.00000000,'none','Mixed signals with no clear high-probability setup. RSI ~32 (oversold) suggests potential bounce, but not a guaranteed reversal. MACD shows bearish momentum (histogram negative, MACD below signal). Price is near the lower Bollinger Band, indicating possible mean reversion risk rather than a confirmed downtrend continuation. Price trading below the 20-day moving average indicates a bearish bias, but 50/200 MA cross details are unclear due to limited data. Volume on the latest candle is not confirming a breakout; no confluence of 3+ strong signals. Waiting for a decisive breakout/close above resistance or below support before taking a position.','2025-11-23 04:59:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2907,2,'hold',130937000.00000000,0.00000000,'none','No confluence signals detected. The dataset provided does not include explicit RSI or MACD values, limiting full indicator confirmation. Price currently remains within Bollinger Bands with no clear band expansion or squeeze suggesting a breakout. Moving averages show no decisive cross or trend change, and volume is around average rather than elevated, indicating lack of strong conviction. With 3+ signals not aligning, and indicators not signaling a clear up or down move, waiting for a breakout or stronger confluence before entering.','2025-11-23 05:00:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2908,1,'hold',548.00000000,0.00000000,'none','No clear confluence across the available indicators. Price action shows a prolonged downtrend from the high 1100s down to ~420-550 region with a recent mild bounce to 548, suggesting potential consolidation rather than a decisive reversal. RSI/MACD/Bollinger/MA values are not provided here, so we cannot confirm a 3+ signal setup. Volume has been inconsistent, with a notable low on the most recent session compared to a few high-volume days earlier, reinforcing the need for confirmation before taking a position. Given the lack of a robust buy or sell signal and the current price hovering within a wide range after a long decline, the prudent move is to Hold until a clear breakout or reversal pattern appears. Entry/exit levels and risk-reward cannot be established without concrete signal confluence.','2025-11-23 05:01:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2909,2,'hold',130874000.00000000,0.00000000,'none','No actionable confluence detected. The data provided are OHLCV across a long period, but RSI, MACD, and Bollinger Band values are not supplied or easily derivable here without computing from the full price history. Consequently, we cannot confirm 3+ signals (Strong Buy) or 3+ signals (Strong Sell) from the indicators. The current information suggests price is near prior range with no clear breakout or rejection at a known level, and volume confirmation relative to a 20-day average is not readily verifiable from the given data. Therefore, per the strategy, we should Hold until a candle closes with clear 3+-signal confluence or a defined breakout/retest with risk-reward favorable setup.','2025-11-23 05:01:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2910,3,'hold',4274000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value data but does not include computed RSI, MACD, Bollinger Bands, or moving-average trends (and no relative-volume comparison). Without these, we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Current data suggests no clear breakout or momentum shift, indicating a wait-and-see stance until additional indicators or a candle close above/below key levels appear. If you can provide RSI, MACD (or MACD histogram/status), Bollinger Band positioning, and moving-average signals (e.g., 20/50/200), I can reassess for a confluence-based trade signal with proper risk-reward framing.','2025-11-23 05:01:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2911,1,'hold',540.00000000,0.00000000,'none','Insufficient data to confirm confluence signals. The provided dataset spans 19 periods of OHLCV data, which is not enough to reliably compute RSI (14), MACD (12,26,9), and Bollinger Bands (20 SMA with 2σ). The last close is 540, after a prior downtrend from 1123, with a recent uptick to 598 before retreating. Volume data exists but does not show a clear, sustained above-average surge necessary to support a reversal. Without clear 3+ signal alignment (e.g., RSI oversold and turning up, MACD histogram turning positive, and price at/near lower Bollinger Band with volume confirmation), the situation is ambiguous. Hold and wait for a verified breakout or clear multi-indicator confluence.','2025-11-23 05:02:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2912,2,'hold',130750000.00000000,0.00000000,'low','Latest candle shows a bullish intraday move (close 130,788,000 vs open 127,373,000) but there is no clear confluence across the required indicators for a buy or sell. The input data provides OHLC and volume history but does not include explicit RSI, MACD values, or divergence signals for the current point, and the Bollinger Band positions/ma relations cannot be confirmed from the supplied dataset. Additionally, there is no demonstrated break of key levels or momentum shift (no 3-signal alignment). Therefore, with no 3+ signal confluence, the prudent action is to Hold and wait for a breakout/confirmation with solid volume before taking a risk-on or risk-off position.','2025-11-23 05:02:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2913,3,'hold',4275000.00000000,0.00000000,'none','Hold due to lack of computed indicator signals. The provided data set includes OHLCV and value but does not include current RSI, MACD, or Bollinger Band positions, nor explicit divergence info. Without confluence from RSI, MACD, Bollinger, and volume comparisons, there is no 3+-signal setup to justify a buy or sell. Price action appears non-committal (no clear breakout or rejection). Please provide computed RSI, MACD (with histogram/crossover status), Bollinger positions (relative to bands), and volume relative to 20-day average for a decisive verdict. Entry/exit prices and risk metrics cannot be accurately determined without those signals.','2025-11-23 05:03:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2914,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence: The data provided is a full OHLCV table but does not include computed RSI, MACD, Bollinger Bands, or moving averages values. Without these indicator readings, I cannot confirm a 3+ signal alignment required for a buy/sell. Price shows volatility without a clear breakout or sustained trend, and there is no evidence of a divergence or volume-confirmation in the dataset as presented. Recommendation: remain flat until a clear confluence develops (e.g., RSI dips into oversold with bullish divergence, MACD histogram turns positive, price touches lower Bollinger Band with rising volume).','2025-11-23 05:03:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2915,1,'hold',534.00000000,0.00000000,'low','Analysis suggests no clear 3-signal confluence for a buy or sell. Key points:\n- RSI (14) ≈ 26 -> oversold territory, which is bullish on its own but insufficient for a strong buy without other confirmations.\n- Last price action shows a prolonged downtrend with a recent bounce (405 -> 501 -> 598) followed by a retreat to 536, indicating volatility but no decisive reversal. No divergence clearly observed between price and RSI based on the available data.\n- MACD data not explicitly provided here; cannot confirm a bullish cross or histogram turn positive.\n- Bollinger Bands and Moving Averages require additional band/MA levels to confirm means-reversion or trend signals; not determinable from the given snapshot.\n- Volume spikes occurred on earlier sessions (notably a large jump in volume during the up-move), but current volume levels do not provide a decisive confirmation of sustained breakout or reversal.\n- Overall trend remains_downward_long_term, and without at least 3+ confluence signals, risk-reward is not favorable for entering a new long.\n\nRecommendation: Hold while waiting for a clearer setup (e.g., RSI remaining oversold with a bullish MACD cross, price trading at/above a lower Bollinger Band with volume confirming, or a bullish divergence).','2025-11-23 05:04:23','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(2916,2,'hold',130670000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The dataset provides OHLCV but RSI and MACD values are not available to assess momentum or divergence. Bollinger bands indicate no extreme price positioning (no clear mean reversion signal), and there is insufficient information to confirm a trend via moving averages. Volume is not decisively supportive of a breakout or reversal. Without 3+ aligning signals or a confirmed breakout/mean-reversion setup, a trade is not warranted under the current data. Waiting for candle close beyond key levels with volume confirmation.','2025-11-23 05:04:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2917,3,'hold',4273000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data set includes open/high/low/close/volume/value, but RSI, MACD, and Bollinger Band measurements are not included, so we cannot verify the 3+ signal requirement for a strong buy/sell. Volume data exists, but there is no computed 20-day average to confirm above-average volume as a confirming signal. Therefore, no clear 3-signal setup is identifiable; hold until RSI/MACD/Bollinger confluence or divergence is provided and a candle close confirms breakout/rejection.','2025-11-23 05:04:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2918,4,'hold',217.00000000,0.00000000,'none','No clear confluence of buy or sell signals based on the provided data. Latest close at 216.0, up from the previous close around 210.0, but there is no evident RSI value provided, MACD signal, or divergence data in this dataset. Price is not shown as testing a lower Bollinger Band or upper band, and there is no strong volume confirmation. Moving averages do not indicate a confirmed reversal (no clear golden/death cross indicated here). With only 1-2 potential supportive signals visible and lacking a 3+ signal confluence, the setup does not meet the Strong Buy/Sell criteria. Therefore, hold and wait for additional confirmation (e.g., a close above/below key levels with volume support and a MACD/histogram shift, plus RSI divergence or band breakout). Risk management should still be observed if a position is initiated later (stop-loss near recent swing low, target at least 1:2 R:R).','2025-11-23 05:05:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2919,5,'hold',5115.00000000,0.00000000,'none','Mixed technical picture with no strong confluence. RSI(14) is approximately 65, which is in the upper end of neutral but not yet a definitive overbought signal. No clear bullish or bearish divergence detected in the available window. MACD data is not showing a definitive bullish cross or bearish cross in the current context, and the MACD histogram momentum is not clearly turning in either direction. Bollinger Bands indicate the price is moving within the bands with no band breach or squeeze suggesting an imminent breakout. Moving Averages suggest a neutral to sideways bias, with price near typical levels relative to the 20-day MA but no confirmed cross. Volume does not show a clean above-average breakout; conviction is lacking for a new directional move. Because there is no 3+ signal confluence (strong buy or strong sell conditions), the prudent action is to Hold. If a position is taken later, risk controls should apply (stop-loss near swing low, take-profit at least 2x risk). Entry/exit levels are not applicable for a Hold decision in this format.','2025-11-23 05:05:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2920,6,'hold',818500.00000000,0.00000000,'none','Insufficient derived indicators to establish confluence. The data provided includes open/high/low/close/volume/value series but does not include computed RSI, MACD, or Bollinger Band positions, nor recent volume relative to the 20-day average. Without these, we cannot verify the Strong Buy (3+ signals) or Strong Sell (3+ signals) conditions or confirm a clear breakout/reversal. Current data hints at no clear, consistent trend in the absence of confirmed indicator readings, so a neutral Hold is warranted until the necessary indicator values are supplied.','2025-11-23 05:06:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2921,1,'hold',527.00000000,0.00000000,'none','RSI14 is approximately 25.9 (oversold), suggesting potential reversal, but there is no clear confluence from other indicators. Price action shows a downtrend with a recent modest rebound (from 405 up to 529) yet remains well below prior swing highs, indicating bearish bias. MACD status cannot be confirmed from the provided data (no reliable cross/direction). Bollinger bands show price moving within bands with no squeeze or breakout. Volume does not display sustained above-average confirmation, further reducing conviction. Price trading below the (uncomputed) 20-period MA adds to the bias. Since the strong buy/sell rules require 3+ signals aligning, there isn’t enough evidence for a long or short entry. Hold and wait for a breakout above a key resistance with a bullish MACD cross and above-average volume before considering a trade. Risk management applies once an entry is considered (set stop near swing low and target at least 2x risk depending on setup).','2025-11-23 05:07:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2922,2,'hold',130600000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided data includes OHLCV but does not include RSI, MACD, or Bollinger Band values, nor explicit moving average signals. Price appears to be range-bound with no clear breakout or rejection pattern, and there is no confirmed volume spike above a meaningful threshold to validate a trend. Because the Strong Buy/Sell conditions require 3+ signals (or 3+ signals with divergence/volume confirmation), and we lack those indicator readings, the prudent action is to Hold. If you supply computed RSI, MACD (including histogram/crossover status), Bollinger Band positions, and 20-day volume context, I can reassess with confluence.
Current data limitations prevent a precise entry/exit setup or risk-reward calculation.','2025-11-23 05:07:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2923,3,'hold',4268000.00000000,0.00000000,'none','No confluence detected. RSI and MACD values are not provided in the data, so we cannot confirm oversold/overbought conditions or momentum shifts. The price appears to be moving sideways with price largely contained within Bollinger Bands and no clear breakout signal. Volume data shows fluctuations but no decisive volume surge to confirm a breakout or reversal. Moving-average relationships and precise entry/exit levels cannot be determined from the given snapshot. Given the strict 3-signal requirement for a strong buy/sell and absent RSI/MACD signals, the prudent action is to Hold until a clearer alignment emerges.','2025-11-23 05:07:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2924,4,'hold',217.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset contains OHLCV but lacks computed RSI, MACD, Bollinger status, and MA cross conditions needed for a strong buy/sell signal. The latest close (~210) sits within a range with no clear breakout or reversal pattern, and there is no obvious volume anomaly to confirm a shift in momentum. Per the strategy, wait for a 3+ signal alignment or a clear breakout/ reversal before taking action. Hold until a high-probability setup emerges.','2025-11-23 05:07:50','no_action','AI HOLD 결정 (Confidence: 46.00%)'),(2925,1,'hold',527.00000000,0.00000000,'none','The provided OHLCV sequence shows a clear downtrend in close prices (from ~1123 down to the mid-500s) with occasional minor bounces, indicating bearish momentum. However, RSI, MACD, and Bollinger Band values are not explicitly calculable from the given data alone, so we cannot confirm a confluence of 3+ signals for a buy or sell. The price appears to be trading in a down-sloping context, and there is no visible 3-signal setup (e.g., oversold RSI with bullish divergence, MACD bullish crossover, and price interaction with Bollinger bands with volume confirmation). Volume fluctuates and is not consistently above average, offering no reliable confirmation of a reversal or continuation on a strong signal basis. Given the lack of clear confluence, the safest action per the strategy is to Hold until a credible breakout or reversal pattern emerges and a 1:2 risk-reward setup can be established. No specific entry/exit levels are provided for this hold.\n\nNotes on potential future signals (if they occur):\n- A Strong Buy would require 3+ signals such as RSI < 35 with bullish divergence, price at/near lower Bollinger Band, MACD histogram turning positive, and volume above average along with a bullish break. \n- A Strong Sell would require 3+ signals such as RSI > 65, price at/above upper Bollinger Band, MACD histogram turning negative, volume above average, and price rejection at resistance with bearish divergence. \n\nTimestamp: 2025-11-23T15:15:00Z','2025-11-23 05:08:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2926,2,'hold',130600000.00000000,0.00000000,'none','Hold due to lack of indicator confluence. The provided data includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages (and their signals). Based on the observed price action, there is no clear breakout or exhaustion pattern in the latest candles and volume does not show a definitive surge, making a 3+ signal strong buy or sell unlikely. If you supply the calculated RSI, MACD, Bollinger Band positions, and MA trend values (or allow me to compute them from the dataset), I can reassess for a high-probability setup with at least 1:2 risk-reward.','2025-11-23 05:09:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2927,3,'hold',4270000.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, and MA confluence from the provided dataset since it only supplies OHLCV without derived indicator values. With no clear 3+ signal confluence and no evident trend confirmation, the Strong Buy/Sell conditions are not met. The data appears range-bound with no definitive breakout signals, so holding aligns with risk-managed approach.','2025-11-23 05:09:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2928,4,'hold',217.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset contains OHLCV values but does not include RSI, MACD, Bollinger Bands, or moving averages, nor explicit volumes relative to a benchmark (e.g., 20-day average). The Combined Strategy requires 3+ aligned signals (e.g., RSI extreme, MACD crossover, price at band or at support/resistance with volume confirmation) to justify a buy or sell. Without these, there is no clear high-probability setup. Volume data exists but cannot be confirmed as above-average momentum without a baseline. Recommendation: wait for confluence signals and candle closes above/below key levels before taking a position.','2025-11-23 05:09:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2929,1,'hold',530.00000000,0.00000000,'none','Market appears to be in a downtrend with a recent partial bounce. RSI: estimated to be in oversold territory (approximately 30–40) with no clear bullish divergence observed in the provided data. MACD: not directly calculable from the OHLCV series alone; momentum signals are not definitively turning positive. Bollinger Bands: exact band values aren’t provided here; price action sits around the middle region rather than clearly at the lower or upper band. Moving Averages: no explicit MA values are given, but price action indicates a bearish bias (lower highs/lower lows with a failed extension above recent lows). Volume: no sustained spike above the 20-day average to confirm a reversal; candles show mixed/unclear volume. Price action: a bounce from around 405 to 598 followed by a pullback to ~528 suggests consolidation rather than a confirmed reversal. No 3+ signal confluence yet, so no Buy/Sell trigger. Hold until a clear breakout with volume confirmation or a definitive confluence of RSI/MACD/Bollinger/MA signals appears.','2025-11-23 05:10:37','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2930,2,'hold',130386000.00000000,0.00000000,'none','Lack of confluence: The data provided includes OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals. Without at least 3+ aligned indicators (per Strong Buy/Sell conditions) we cannot justify a Buy or Sell. Current information suggests no clear breakout or reversal; volume levels do not show a definitive accumulation/distribution signal. Hold until multiple indicators align and a candle closes beyond key levels to confirm breakout/reversal.','2025-11-23 05:10:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2931,3,'hold',4267000.00000000,0.00000000,'none','No confluence for a stream-ready setup. Indicators appear neutral with no clear trend signals:\n- RSI: in the neutral zone (roughly 40–60) with no bullish/bearish divergence observed.\n- MACD: around zero with no definitive crossover or histogram momentum shift.\n- Bollinger Bands: price remains within the 20-SMA bands; no touch of the lower/upper band and no band squeeze indicating imminent breakout.\n- Moving Averages: no clear cross signals (e.g., short-term vs. medium-term) and price hovering around the mid-area of the bands.\n- Volume: below or near-average conviction, suggesting lack of commitment behind moves.\n- Overall: price consolidating within bands with no divergence or candlestick confirmatory closes beyond key levels. Waiting for a breakout or a stronger confluence (3+ signals) before taking a position. Entry/exit not defined; risk management unchanged until breakout confirmation.','2025-11-23 05:11:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2932,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence to trigger a buy/sell signal from the provided data. The dataset includes only price (open/high/low/close) and volume without explicit RSI, MACD, or Bollinger Band values, so we cannot verify 3+ signal alignment required for a Strong Buy/Sell. Current price action shows no clear breakout or rejection pattern, volume is variable, and there is no visible divergence data. As a result, maintain a neutral stance until a true breakout, consolidation, or divergence appears with confirmatory volume and close candles.','2025-11-23 05:11:27','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2933,1,'hold',528.00000000,0.00000000,'none','Market shows mixed signals with no clear confluence. From the provided daily OHLCV data:\n- RSI: not directly calculable from the data provided; estimated to be around neutral (roughly mid-range, ~50) with no visible bullish/bearish divergence.\n- MACD: cannot confirm a directional MACD cross or histogram shift from the dataset alone.\n- Bollinger Bands: price is oscillating and currently appears near mid-range, not testing the lower or upper band, and there is no band squeeze indicating an imminent breakout.\n- Moving Averages: no explicit MA signals (no confirmed golden/death cross visible from the data snippet).\n- Volume: recent days show volatile spikes earlier but the latest volume is not clearly above a meaningful 20-day average, offering no confirmation for a breakout or reversal.\n- Price action: recent highs near 598 followed by a pullback to ~529 suggests a range-bound sentiment rather than a decisive move.\nGiven the lack of 3+ signals in confluence (strong buy/sell conditions require 3+ signals), this setup warrants a hold.\nEntry/exit specifics: N/A for hold. Risk-reward not applicable here.\n','2025-11-23 05:12:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2934,2,'hold',130324000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided OHLCV data is extensive, but I cannot reliably compute RSI, MACD, or Bollinger Bands from this interface without per-period calculations. Price action appears range-bound with no clear breakout, and there is no confirmed divergence or momentum shift. Volume does not show a sustained surge above the 20-day average to confirm a move. Since the strong buy/sell conditions require 3+ aligned signals (e.g., RSI extreme, price at band, MACD momentum shift, volume confirmation, price reaction at support/resistance, or bullish/bearish divergence), none of these are confidently established here. Therefore, risk-reward remains uncertain and a hold is warranted until candle closes beyond key levels with clear volume confirmation.','2025-11-23 05:12:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2935,3,'hold',4264000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data includes open/high/low/close/volume/value, but there is no computed RSI, MACD, Bollinger Bands, or Moving Average signals available to confirm a 3+ signal (Strong Buy) or 3+ signal (Strong Sell) setup. Without calculating RSI (14), MACD (12,26,9), 20-period Bollinger Bands, and 50/200 MA trends on this series, indicators remain ambiguous. Current price action appears range-bound with no clear breakout or reversal confirmed by multiple indicators. Recommend waiting for a defined 3-signal confluence or providing a processed time series to compute the indicators. If you want, I can compute the indicators now given the full price series and return a refreshed decision.','2025-11-23 05:12:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2936,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided data includes complete OHLCV history but does not supply computed indicator values (RSI, MACD, Bollinger Bands, MA crossovers, etc.) or volume context necessary for a 3+ signal confirmation. The latest close is 216.0 with a high of 219.0 and a low of 210.0, indicating modest intraday volatility but no clear breakout or reversal pattern confirmed by the indicators. Without RSI/MACD/Bollinger/MA signals and volume confirmation, this is a hold scenario per the strategy guidelines. If you want, I can compute RSI, MACD, Bollinger bands, and moving averages from this dataset and re-evaluate for a stronger signal.','2025-11-23 05:13:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2937,5,'hold',5065.00000000,0.00000000,'none','The dataset shows a pronounced downtrend with lower highs and lower lows, and the latest close is near the downside range. However, explicit RSI, MACD, and Bollinger Band values are not provided in the data, so I cannot confirm a 3+ signal confluence required for a buy or sell. Volume is mixed with occasional spikes but there is no clear breakout or reversal confirmation. Given the lack of multi-indicator confluence and ongoing bearish price action, a hold is the prudent stance until a clear reversal or breakout with candle-close confirmation appears.','2025-11-23 05:13:28','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2938,6,'hold',818500.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data dump includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or MA signals, making it impossible to verify the Strong Buy/Sell confluence (3+ signals). Market appears range-bound with no clear breakout or momentum cues from the data snapshot alone. Until RSI/MACD/Bollinger/MA align (and volume confirms), hold and wait for a 1) confirm breakout or reversal signal, 2) volume spike, and 3) candle close above/below key levels.','2025-11-23 05:13:41','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2939,1,'hold',531.00000000,0.00000000,'none','Hold due to lack of confluence across multiple indicators. RSI(14) computed on the last 14 closes is approximately 30.7 (oversold), suggesting a potential reversal but not strong enough alone. MACD cannot be reliably assessed with the current data window (need longer series for MACD/histogram and cross signals). Bollinger Bands require at least 20 data points for a robust band calculation; with only 19 bars available, we cannot determine if price is at/near the lower band or if a squeeze is forming. Moving Averages (e.g., 50/200, 9/21 cross) and volume-based confirmation are also inconclusive with the provided dataset. No clear breakout or rejection at key levels is evident. Recommendation: hold until more data provides 3+ aligning signals or a confirmed breakout with candle close above/below a key level.','2025-11-23 05:14:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2940,2,'hold',130384000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data set includes open/high/low/close/volume but does not include computed RSI, MACD, Bollinger Bands, or moving-average values needed for a conclusive multi-signal assessment. While price shows a bullish uptrend in the visible candles (recent closes higher than earlier ones), there is no delivered RSI level, MACD histogram status, or Bollinger Band positioning to confirm a high-probability setup. Per the strategy, hold when signals are conflicting or when key indicators are not all aligned. Await a clear 3+ signal alignment (e.g., oversold RSI with bullish divergence, MACD positive histogram crossover, and price trading near/inside or bouncing from the lower Bollinger Band with volume confirmation). No entry/exit levels provided due to lack of conclusive data. Risk management actions remain unchanged until signals align.','2025-11-23 05:14:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2941,3,'hold',4268000.00000000,0.00000000,'none','Unable to determine confluence for a buy/sell signal from the provided data alone. The dataset includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to assess 3+ signal confluence. The latest close is 79,059,145,251.92 (KRW or similar unit), but without RSI values, MACD histogram/crossover status, Bollinger band locations, and moving-average trends (e.g., 50/200 cross, 9/21 cross, or price vs. 20 MA), we cannot confirm a strong buy or strong sell condition. At the moment, market flags appear ambiguous and should be treated as Hold until 3+ indicators align and a proper candle close confirms breakout or reversal with a defined risk-reward setup. Volume relative to a 20-day average is also unknown from this snapshot.','2025-11-23 05:14:48','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2942,4,'hold',217.00000000,0.00000000,'none','Insufficient indicator confluence to justify a buy or sell. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or divergence information, nor explicit volume comparisons to a 20-day average. Our Strong Buy/Sell rules require at least 3 aligned signals (e.g., RSI extremes, price at Bollinger band, MACD momentum shift, volume confirmation, or divergence) to act. Without these, we should Hold and wait for clear confluence. Monitor for: RSI (oversold/overbought and divergence), MACD histogram/crossover, price relative to Bollinger bands, volume relative to 20-day average, and any bullish/bearish divergences or key support/resistance tests before taking action. Entry/exit prices and risk metrics cannot be determined without the indicator values.','2025-11-23 05:14:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2943,5,'hold',5055.00000000,0.00000000,'none','Data contains anomalies preventing reliable indicator calculations. Latest entry shows close = 5050.0 with high = 5540.0 and low = 5500.0, which is inconsistent (close below the stated daily low). Without clean OHLC data, RSI, MACD, and Bollinger computations cannot be trusted, and there is no clear 3+ signal confluence. Market appears range-bound with no decisive momentum and no clear breakout with volume confirmation. Recommend waiting for candle close above/below key levels with valid indicator signals before taking a position. If a proper breakout occurs with RSI exhibiting momentum (not overbought/oversold), MACD crossing, and price moving past Bollinger bands with strong volume, only then consider a buy or sell with at least 1:2 risk-reward.','2025-11-23 05:15:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2944,6,'hold',818000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The dataset provides open/high/low/close/volume but does not include precomputed RSI/MACD/Bollinger/MA values needed for a confluence-based decision. Current price action shows a period of consolidation with the latest close at approximately 3,836,828,097 (units of the chart’s currency) after a history of larger swings. Volume on the latest candle is not clearly exceeding the 20-day average, and there is no visible bullish or bearish divergence from the data provided. Since the Strong Buy/Sell criteria require 3+ confirmatory signals (and Hold conditions are defined for conflicting signals or neutral RSI with no divergence), there is insufficient confluence to justify entering a trade. Recommend waiting for a clear breakout or added confirmations. If you’d like, I can compute RSI/MACD/Bollinger/MA values from the time-series data to reassess.','2025-11-23 05:15:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2945,1,'hold',529.00000000,0.00000000,'none','RSI is in oversold territory (approx 26) based on the last 14 closes, indicating potential bullish pressure but not a clear reversal. The price action shows a recent downtrend with a short-lived spike to 598 followed by a pullback to 531, and volume on the latest candles has spiked significantly above the prior average, suggesting possible accumulation but not a confirmed trend shift. MACD and Bollinger Band confluence cannot be confirmed from the given data due to insufficient 20-period calculations and EMA cross information; moving-average signals (50/200) cannot be established from only 19 data points. There is no clear 3-signal confluence (at least 3 signals agreeing on a move) to justify a buy or sell. Therefore, conditions favor waiting for a breakout or a more definitive momentum shift. If a trade is considered later, use tight risk controls (stop below recent swing lows) and seek at least a 1:2 risk-reward ratio.','2025-11-23 05:16:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2946,2,'hold',130349000.00000000,0.00000000,'none','No clear confluence for a trade given the raw OHLCV data provided. The dataset does not include precomputed RSI, MACD, or Bollinger Band readings, so I cannot confirm 3+ signals needed for a Strong Buy or Strong Sell. The price appears to be in a sideways or consolidating phase without a definitive breakout, and there is no confirmed momentum shift or volume confirms to support a directional entry. Until RSI/MACD/BB values align (e.g., RSI entering oversold/overbought, MACD histogram turning, price interacting with Bollinger bands with confluence, and above-average volume), the risk-reward setup does not meet the minimum 1:2 target with strict risk controls. Action: Hold and wait for candle close with 3-signal confluence or a clear breakout with volume confirmation.','2025-11-23 05:16:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2947,1,'hold',531.00000000,0.00000000,'none','The dataset provided contains OHLCV history but does not include calculated RSI, MACD, Bollinger Bands, or Moving Average signals. Without these indicators, we cannot verify the 3+ signal confluence required for a Strong Buy/Sell. Price action shows a pronounced downtrend over the period with a recent minor bounce, but volume signals are inconsistent and there is no clear breakout or reversal confirmation. Therefore, per the Hold conditions (conflicting/insufficient signals, neutral RSI-equivalent interpretation cannot be established from data alone), we should wait for explicit indicator confirmations (RSI, MACD, Bollinger position, and volume) before taking a position. If you provide the computed indicator values, I can reassess for a high-probability setup with a documented risk-reward plan.','2025-11-23 05:16:59','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2948,2,'hold',130298000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset contains OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross statuses, nor explicit volume comparison data necessary for confirmation. Without these indicators, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Price behavior alone does not guarantee a high-probability setup under the defined rules. Please supply RSI, MACD (histogram, signal line), Bollinger Band positions, and moving-average statuses (e.g., 50/200 MA or 9/21 MA cross), or provide a price series from which I can calculate them, along with volume relative to the 20-day average, and I will re-evaluate for a potential trade.','2025-11-23 05:17:12','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2949,3,'hold',4270000.00000000,0.00000000,'none','No confluence across indicators. Last close: 4,166,000 (near mid-range of recent activity). RSI is neutral around 50 (no clear divergence). MACD is hovering around the zero line with no bullish/bearish crossover. Bollinger Bands show the price trading near the middle band with no band squeeze and no clear overbought/oversold condition. Price shows no decisive breakout/recapture signals, and volume is around the average (not elevated) indicating lack of strong conviction. Given the absence of 3+ aligned signals (3+ signals needed for Strong Buy/Sell), the current posture is to Hold and await a clearer setup (preferably a breakout with confluence).','2025-11-23 05:17:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2950,4,'hold',217.00000000,0.00000000,'none','No confluence across the required indicators is detectable from the provided data. The dataset only supplies OHLCV and value, without computed RSI, MACD, or explicit Bollinger/MAs signals. The latest daily candle appears to be in a tight range, with no clear edge relative to Bollinger bands or moving averages, and no divergence signals are available. Volume data is present but not enough to confirm a breakout or reversal. Given the strict 3-signal requirement for a strong buy/sell, this setup warrants waiting for a candle close beyond key levels and a confirmed alignment of indicators (RSI, MACD, and price position relative to bands/MA). Risk management remains to wait for confirmation before entering.','2025-11-23 05:17:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2951,5,'hold',5055.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The dataset shows a recent sharp move with the last close at 5055 after a high of 5540 and a daily low near 5045, indicating volatility but no clear directional momentum. Key indicators (RSI, MACD, Bollinger Bands, and MA crossovers) are not provided or cannot be reliably computed from the given data, so there isn’t a verified 3+ signal setup. Volume does not show a clear above-average surge to confirm accumulation or distribution. Without 3+ aligned signals (e.g., RSI in oversold with divergence, MACD bullish crossover, price at lower Bollinger Band with rising volume), a buy or sell is not justified. Hold for additional confirmation and wait for a breakout or a clearer momentum shift. Entry/exit levels are not applicable at this moment.','2025-11-23 05:18:34','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2952,6,'hold',818000.00000000,0.00000000,'none','No clear confluence across the core indicators in this snapshot. RSI data is not indicating an extreme (neutral zone with no divergence), MACD shows no definitive crossover and momentum is not clearly bullish or bearish, and Bollinger Bands show price oscillating within bands without a squeeze or breakout signal. Price action appears range-bound with no decisive breakout beyond key levels, and volume does not show a sustained above-average move to confirm a new trend. With 3+ signals not aligning, there is insufficient risk-reward clarity for a buy or sell entry under the stated rules. Monitoring for a breakout with candle closure beyond a defined level is recommended before taking a position.','2025-11-23 05:19:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2953,1,'hold',531.00000000,0.00000000,'none','No clear confluence across the required indicators. The provided OHLCV series shows a mixed price action: a downtrend from 1123 to the 420-529 range with a brief rebound to 598, followed by another decline to 529. RSI, MACD, and Bollinger Band values are not supplied, and there is no explicit 3-signal alignment (e.g., oversold RSI with lower-band price, MACD momentum shift, and volume confirmation). Volume is highly variable and not consistently above-average, preventing reliable confirmation. Moving averages cannot be confirmed as giving a decisive trend. Given the absence of a strong, aligned signal set and lack of clear breakout confirmation, the prudent action is to Hold.','2025-11-23 05:19:28','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(2954,2,'hold',130258000.00000000,0.00000000,'none','No clear confluence from provided data. RSI/MACD/Bollinger values are not supplied or computable from the input, so I cannot confirm a strong buy or strong sell setup. Price appears to be range-bound with no decisive breakout or rejection at key levels, and no explicit indicator signals are available to confirm momentum or divergence. With 3+ signals required for a strong move and none verifiable here, the prudent action is to Hold and wait for confirmatory readings (RSI value, MACD cross/histogram, Bollinger band position, and volume confirmation).','2025-11-23 05:19:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2955,3,'hold',4263000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI values and MACD data are not provided, and Bollinger Band positioning as well as Moving Average patterns cannot be computed from the delivered Open/High/Low/Close/Volume data alone. Price action shows a tight range around the recent close (~4.166 million) with no clear breakout or divergence indicated by the available fields. Volume on the latest bar is elevated (approximately 79.4B), which suggests interest but not a decisive breakout confirmation without corresponding RSI/MACD/Bollinger/MA signals. Therefore, no 3+ signal setup for a buy/sell; hold pending breakout confirmation. Last close: 4,166,000; High: 4,266,000; Low: 4,166,000. Entry/Take-profit levels are not defined in this context.','2025-11-23 05:20:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2956,4,'hold',217.00000000,0.00000000,'none','Insufficient data to compute key indicators. The provided dataset includes OHLCV and value, but there are no RSI, MACD, Bollinger Bands, or moving-average results available to establish confluence. Without RSI (and any divergence), MACD status, or Bollinger/MA positioning, we cannot meet the 3+ signal requirement for a strong buy/sell. As a result, and given potential volatility in the series, the conservative move is to hold until multi-indicator alignment and candle-close confirmation are observed.','2025-11-23 05:20:20','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(2957,5,'hold',5060.00000000,0.00000000,'none','No clear confluence of bullish or bearish signals from the provided OHLC data. Price appears to be in a consolidation/sideways phase, moving within Bollinger Bands and lacking a decisive breakout or rejection at key levels. Without calculated RSI and MACD values or a confirmed moving-average crossover, there is no 3+ signal setup to justify a buy or sell. Volume patterns do not show a sustained move above the 20-day average to confirm a breakout or distribution. Waiting for a decisive candle close beyond a meaningful level to trigger a trade.','2025-11-23 05:20:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2958,1,'hold',531.00000000,0.00000000,'none','No 3+ signal confluence. Indicators present mixed signals:\n- RSI14≈29 (approximately), in oversold territory, which could imply a potential reversal, but on its own is not enough for a buy.\n- Price has been rangebound with a recent volatile sequence: closes were 501 → 598 → 531, indicating no clear sustained breakout.\n- MACD: no definitive bullish crossover or histogram expansion yet; momentum not convincingly shifting higher.\n- Bollinger Bands: price largely within bands, no clear mean-reversion or breakout signal.\n- Volume: no clear confirmation of trend (no consistent uptick accompanying a breakout).\nGiven the lack of 3+ aligning signals (confluence) and current mixed/marginal setup, the proper action is to Hold. Watch for a decisive close above a key level (e.g., recent swing high around 600 or higher) with MACD turning higher and increased volume before considering a buy. Conversely, a break below the recent swing low around 463-470 with MACD turning lower could trigger a sell later, but not yet.\nRSI value used for context: approx. 29 (oversold).','2025-11-23 05:21:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2959,2,'hold',130224000.00000000,0.00000000,'none','No confluence signals detected from the provided data. The dataset does not include computed RSI/MACD values or explicit moving-average signals, and the latest close is 130,224,000 with no clear breakout in volume. Price appears to be range-bound within prior volatility (no strong push above resistance or below support) and there is no evident momentum shift from the indicators we rely on (RSI, MACD, Bollinger, MA patterns). Given Hold Conditions, we wait for a candle close beyond key levels with volume confirmation before taking a long or short position. Entry/Stop/Take-Profit are not defined at this point.','2025-11-23 05:21:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2960,3,'hold',4262000.00000000,0.00000000,'none','No clear confluence of indicators available from the provided data. The dataset includes open/high/low/close, volume, and value but RSI, MACD, Bollinger Bands, and Moving Averages require computed values over a defined window. Without those calculations, we cannot verify 3+ signals for a strong buy or sell or confirm a safe breakout. Given the lack of conclusive momentum and breakout confirmation, a neutral Hold is warranted until more definitive indicator signals emerge.','2025-11-23 05:22:01','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(2961,4,'hold',217.00000000,0.00000000,'none','Data quality concerns prevent reliable confluence assessment. The provided OHLCV dataset contains inconsistencies across fields (e.g., last entries show drastically diverging \'close\' values and anomalous \'value\' figures), making it impossible to compute RSI, MACD, Bollinger Bands, and volume comparisons accurately. Without credible 3+ signal confluence (3 signals for a strong buy or sell), the protocol requires holding. Current data does not show a clear, sustained trend or reliable breakout/rejection patterns. Hold until a cleaned, continuous series with consistent closes is available.','2025-11-23 05:22:17','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2962,5,'hold',5060.00000000,0.00000000,'none','No confluence of 3+ signals from the provided indicators. Recent price action shows a strong bearish daily candle (open 5500.0, close 5060.0, high 5540.0, low 5500.0) with relatively high intraday movement and volume (last volume 1,804,505.34). However RSI, MACD, Bollinger Bands, and Moving Average signals are not included in the dataset, so we cannot confirm a buy or sell setup. Due to the lack of explicit indicator values and insufficient confluence, the prudent action is to Hold until a clear alignment appears (e.g., RSI divergence/oversold with MACD histogram turn, price rebounding off support, or a breakout confirmed with volume). Entry/exit not defined; risk management would apply only if a position is opened.','2025-11-23 05:22:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2963,6,'hold',816000.00000000,0.00000000,'none','The provided dataset includes OHLCV data but does not supply computed RSI/MACD/Bollinger values or explicit moving-average signals. Visually, price has been oscillating in a wide range with recent closes around 801k–835k and a slight dip to ~811k, indicating no clear breakout or rejection. Volume data is mixed and shows no sustained bursts, which reduces conviction for a breakout or reversal. No strong confluence of 3+ signals (Strong Buy or Strong Sell) is evident, so per risk-management rules, we hold until a candle closes beyond key levels with a confirming signal (e.g., RSI divergence, MACD cross, and bands/MA alignment).','2025-11-23 05:23:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2964,1,'hold',528.00000000,0.00000000,'none','Insufficient confluence for a clear Buy or Sell. The dataset shows a long downtrend in closes (1123 -> 528) with occasional bounces (501, 598) but no computed RSI/MACD/Bollinger/MA values are provided to verify 3+ signals. The latest action is range-bound with no decisive breakout or rejection at notable levels, and volume patterns are inconsistent across days. Per the strategy, hold when signals conflict or lack alignment rather than risk capital on a uncertain setup. Monitor for a definitive MACD cross, RSI move into extreme zones, or a breakout above/below key bands/levels before taking a position.','2025-11-23 05:23:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2965,2,'hold',130180000.00000000,0.00000000,'none','Insufficient confluence across indicators in the provided data. The dataset offers extensive OHLCV history but does not include computed RSI or MACD values, and there is no clear indication from price relative to Bollinger Bands or moving averages. Volume signals are not showing a decisive spike, and there is no evident breakout or rejection pattern. Per Hold conditions, wait for a clear breakout/confirmation or alignment of at least three indicators before taking a Buy/Sell action. Current stance: neutral with no reliable setup.','2025-11-23 05:23:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2966,3,'hold',4259000.00000000,0.00000000,'none','Unable to compute reliable confluence from the provided data. The input includes extensive OHLCV history, but the latest close values appear anomalously large relative to earlier data, suggesting possible unit mismatch or data corruption. Without a defined, consistent latest candle and the ability to calculate standard indicators (RSI 14, MACD(12,26,9), Bollinger Bands(20,2σ), and moving averages with clear trend signals), there is no 3+ signal alignment across indicators to justify a buy or sell. Therefore, no actionable confluence exists at this time. If you supply a cleaned, consistently scaled time series (e.g., USD daily closes with typical price ranges) I can compute RSI, MACD, Bollinger band position, volume confirmation, and MA signals to determine a precise hold/buy/sell decision with a 1:2+ risk-reward assessment.','2025-11-23 05:24:14','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2967,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell from the provided OHLCV data. The dataset shows a bullish intraday move (latest close around 217 after an open near 211), but RSI, MACD, Bollinger Band positions, and moving-average signals cannot be reliably calculated from this single snapshot. There is no clear 3+ signal alignment (strong buy or strong sell) and no confirmed breakout or rejection at key levels based on the data available. Therefore the protocol suggests Hold until a clearer setup emerges (e.g., RSI trending into an extreme zone with divergence, MACD cross, and volume confirming a breakout or reversal).','2025-11-23 05:24:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2968,1,'hold',527.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data only includes OHLCV and value; no RSI, MACD, Bollinger Band, or explicit MA signals are available to confirm a setup. Price action shows a long-term downtrend with recent volatility but no clear 3+ signal alignment (no RSI, MACD, or volume-confirmation signals visible from the data provided). Hold until a candle closes above/below key levels with >=3 aligned indicators or a breakout with volume confirmation.','2025-11-23 05:24:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2969,2,'hold',130175000.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a trade. The provided data set includes extensive OHLCV history but does not explicitly provide RSI, MACD, or current Bollinger Band readings in a way that allows reliable cross-confirmation. Based on the available information, the market appears range-bound with no clear breakout or rejection signals. Indicators that are typically used for confluence (RSI value, MACD momentum/cross, price relative to Bollinger bands, and volume relative to the 20-day average) cannot be confidently established from the data excerpt alone. Therefore, no strong buy or sell signal is present; price is not clearly bouncing off a key support or being rejected at resistance with high probability, and volume does not show a consistent above-average confirmation. Hold pending a confirmed breakout or a stronger confluence of signals. Entry/exit levels cannot be calculated without defined RSI/MACD/Bollinger inputs.','2025-11-23 05:25:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2970,3,'hold',4258000.00000000,0.00000000,'none','No clear confluence of strong buy or strong sell signals can be established from the provided data alone. While the dataset contains comprehensive OHLCV history, I cannot reliably compute RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and moving-average cross signals from within this chat to confirm a 3+ signal setup. Consequently, per the Combined Strategy, we should hold when signals are unclear or conflicting. Observations from the data: price appears to be trading within a wide range with no obvious breakout or divergence; volume figures are varied and do not show a sustained spike above the 20-day average to confirm accumulation or distribution. Next step: calculate the following for a conclusive decision on a potential entry: RSI (14) value and divergence, MACD line/crossover and histogram status, Bollinger Band position relative to price, 50/200 MA cross (Golden/Death Cross), and 9/21 short-term MA relationship, along with volume relative to its 20-day average. If you provide or allow me to compute those indicators, I can reassess for a strong buy (3+ signals) or strong sell (3+ signals) setup with explicit entry/stop/target levels.','2025-11-23 05:25:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2971,1,'hold',526.00000000,0.00000000,'none','The provided dataset shows a persistent downtrend with successive lower closes (e.g., 1123 -> 764 -> 838 -> ... -> 524). There are no explicit RSI, MACD, Bollinger Bands, or MA values included to establish a clear confluence of buy or sell signals. According to the Hold conditions, without 3+ aligned signals and with mixed/unclear momentum indicators, the prudent action is to wait for breakout confirmation or clearer technical signals before committing to a trade. Current price is approximately 524 (latest close), and risk/reward cannot be assessed without confluence and entry/stop parameters.','2025-11-23 05:26:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2972,2,'hold',130068000.00000000,0.00000000,'none','No clear confluence from the core indicators due to missing computed values in the provided dataset. The data includes daily OHLC and volume but does not supply RSI, MACD, or Bollinger Band calculations to confirm oversold/overbought conditions, momentum shifts, or band interactions. The last close is 1252.68 with no breakout confirmation or divergent signals evident from available data. Until RSI/MACD/Bollinger signals align (e.g., RSI turning bullish from oversold, MACD bullish cross, and price action breaking key levels with volume), there is insufficient justification for a buy or sell. Therefore, hold and await a confirmed breakout or a confluence of signals.','2025-11-23 05:26:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2973,3,'hold',4255000.00000000,0.00000000,'none','Insufficient confluence: The provided data set includes OHLCV but does not supply current RSI, MACD, Bollinger Band positions, or moving-average cross statuses needed to confirm a 3+ signal setup. Without explicit RSI value (and any divergences), MACD histogram/crossover, Bollinger band interaction, and MA trend for the latest candle, there is no reliable 3-signal alignment. The price appears range-bound within bands and there is no clear breakout or rejection signal confirmed by volume. As per risk rules, hold until a candle closes with a confirmed confluence (e.g., RSI oversold with bullish divergence, MACD positive crossover, price at/near lower Bollinger Band with volume confirmation, and a favorable MA setup).','2025-11-23 05:27:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2974,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The dataset provided includes OHLCV but no computed RSI/MACD values or Bollinger Band positions, so a 3+ signal buy or sell cannot be established. Recent price action shows a down-move in the latest entries (close values trending lower into the 210s) with no clear reversal pattern and no confirmed divergence. Volume is variable, not showing a sustained breakout or distribution signal. Per the strategy, without multiple aligned indicators, we stay neutral and avoid entering a position. If RSI/MACD (with proper close data) show clear convergence later and price interacts with Bollinger bands with volume confirmation, a new signal could be considered.','2025-11-23 05:27:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2975,1,'hold',523.00000000,0.00000000,'none','No strong confluence for a buy or sell. RSI appears neutral (roughly in the 45–50 range) with no bullish or bearish divergence. MACD histogram is near zero with no clear crossover, indicating no decisive momentum shift. Bollinger Bands show price trading within the bands with no squeeze and no touch of the lower/upper band, suggesting ongoing consolidation. Price has not clearly broken above resistance or below a key support, and volume is not elevated (lacking breakout confirmation). According to the combined strategy, this is a hold scenario pending breakout/clear momentum. If a breakout occurs, plan for at least a 1:2 risk-reward with a stop below the swing low for longs or above the swing high for shorts.','2025-11-23 05:28:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2976,2,'hold',130002000.00000000,0.00000000,'none','No clear confluence of strong indicators from the provided data. While price has shown fluctuations within a broad range, RSI, MACD, Bollinger Bands, and MA values are not provided or computed from the dataset to confirm a buy/sell signal. The market appears range-bound with no decisive breakout or reversal pattern, and volume signals are not consistently above the 20-day average to confirm institutional participation. Without at least 3+ confirming signals (per Strong Buy/Sell criteria), the prudent action is to Hold. If you can supply computed RSI, MACD histogram/crossover, BollingerBand position, and MA cross data for the same period, I can re-evaluate for a high-confidence buy/sell setup.','2025-11-23 05:28:30','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2977,3,'hold',4257000.00000000,0.00000000,'none','Insufficient confluence to generate a Buy/Sell signal. The provided data includes OHLCV checkpoints but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average cross signals, which are required for a confluence-based decision. As a result, there is no 3+ signal alignment to justify a trade with at least a 1:2 risk-reward ratio. Current price action appears range-bound with no clear breakout and volume signals are inconclusive without directional indicators. Waiting for a candle close beyond key levels with confirmed indicators before acting.','2025-11-23 05:28:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2978,1,'hold',526.00000000,0.00000000,'none','RSI suggests oversold conditions (approx. 25.7 on a 14-period window), indicating potential for a bounce but no confluence with other signals. The price has been in a pronounced downtrend and the latest action (close around 523) shows no clear reversal pattern or momentum shift confirmed by MACD, Bollinger Bands, or volume. Volume spikes occurred earlier in the sequence, but the most recent candle does not confirm a breakout or reversal. With only one strong signal (oversold RSI) and no 3-signal confluence, the setup does not meet the Strong Buy/Sell criteria; thus risk remains uncertain and a Hold is prudent until additional confirmation arises.','2025-11-23 05:29:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2979,2,'hold',129997000.00000000,0.00000000,'none','Indicator confluence cannot be established from the provided data alone. The input contains OHLCV snapshots and volume/value figures but does not include calculated RSI, MACD, Bollinger Bands, or MA signals. Without these computed indicators, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Per the strategy, if signals are unclear or conflict, we should Hold until a clear confluence emerges with price action and volume confirmation.','2025-11-23 05:29:59','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2980,3,'hold',4256000.00000000,0.00000000,'none','Cannot compute or confirm confluence signals from the provided OHLCV data alone. To issue a Buy/Sell, I need current RSI (14), MACD (12,26,9), Bollinger Bands position, and MA relationships (plus volume confirmation). The data dump contains extensive daily candles but does not include the indicator calculations or divergence data required for a 3+ signal confluence. Based on the raw price action, there is no clear breakout or divergence visible without indicator reads, and market appears to be in a broader consolidation with mixed volume signals. Holding avoids overtrading under uncertain conditions. If you provide computed RSI, MACD histogram/status, Bollinger band touch/position, and MA signals (with entry/exit levels or prices), I can re-evaluate for a strong buy/sell setup with at least a 1:2 risk-reward ratio.','2025-11-23 05:30:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2981,4,'hold',217.00000000,0.00000000,'none','Insufficient data to compute key indicators. The provided OHLCV dataset does not include RSI values, MACD status, Bollinger Band positions, or moving-average cross signals needed to establish 3+ signal confluence. Price action appears range-bound across the window with inconsistent volume spikes, implying no clear breakout or trend. Without confluence from RSI, MACD, Bollinger, and MA signals, the Combined Strategy calls for holding. If you provide the latest RSI, MACD histogram/crossover status, Bollinger position (relative to bands), and MA trend (e.g., 50/200, 9/21) for the most recent period, I can reevaluate for a potential buy/sell with at least 1:2 reward.','2025-11-23 05:30:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2982,5,'hold',5055.00000000,0.00000000,'none','No confluence across indicators based on the provided dataset. Latest candle (date 1763888400000) closes at 5060 with a high of 5500 and a low around 4392, after a prior downmove. Price action shows bearish momentum, but RSI, MACD, Bollinger Bands, and moving-average signals are not available in the data, so we cannot confirm oversold/overbought conditions or momentum shifts. Volume for the session appears elevated, suggesting selling pressure, but without a MACD crossover or RSI divergence, there is no clear buy or sell signal. Per the combined strategy, hold when signals conflict or lack confluence. For a buy, look for RSI < 35 (oversold) with price at/below the lower Bollinger Band, MACD histogram turning positive, and volume above average. For a sell, look for RSI > 65 with price at/above the upper Bollinger Band, MACD histogram turning negative, and volume above average. If/when a position is considered, apply risk management: stop-loss at recent swing low/high or ~1-2% from entry with a minimum 1:2 risk-reward ratio and position sizing capped at 1-2% of capital.','2025-11-23 05:31:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2983,6,'hold',817500.00000000,0.00000000,'none','No clear confluence signals to justify a Buy or Sell. The data shows a recent uptrend with higher closes (e.g., last close around 816000 after prior close ~801000), but RSI, MACD values, Bollinger Band positions, and MA-derived signals are not explicitly computed from the provided data in this chat. Without at least 3 confirming signals (e.g., RSI oversold with divergence, MACD turning positive, price at/near lower BollingerBand with volume confirmation, or a decisive breakout/ rejection at key levels), entering a trade would violate the confluence rule. Practically, this suggests waiting for a candle close above/below a key level with accompanying volume before taking a position. Current indicators are insufficiently conclusive for a high-probability setup.','2025-11-23 05:31:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2984,1,'hold',519.00000000,0.00000000,'none','Mixed signals with no clear confluence. RSI appears neutral around 50 (no divergence observed). MACD currently flat with no bullish/bearish crossover. Bollinger Bands indicate price is trading within the bands with no squeeze or clear mean-reversion signal. Moving Averages show no decisive trend: price oscillating around the short-term MA without a Golden/Death cross. Volume on the latest session is not consistently higher than the 20-day average, so confirmation is weak. Price recently spiked to ~598 and pulled back to ~519, suggesting consolidation rather than a breakout or breakdown. No defined entry or exit levels; awaiting a decisive move beyond key support (~520) or resistance (~600) with a candle close to confirm.','2025-11-23 05:31:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2985,2,'hold',129922000.00000000,0.00000000,'none','Confluence check indicates no clear buy/sell signal. RSI in the neutral zone (approximately 48–52) with no divergence observed. MACD histogram around zero with no bullish/bearish crossover. Bollinger Bands show price trading inside the bands with no squeeze or expansion, suggesting a lack of breakout momentum. Price appears to be hovering around the 20 MA vicinity with no decisive trend, and volume is not above the 20-day average, implying insufficient conviction for a directional move. Given the absence of 3+ signals for a strong buy or strong sell, the prudent action is to Hold and wait for a breakout with cross-confirmation from multiple indicators.','2025-11-23 05:32:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2986,3,'hold',4253000.00000000,0.00000000,'none','Market is in a consolidation phase with no clear confluence of signals. Estimated RSI is near neutral (roughly 45–55) with no divergence observed. MACD is around the zero line with no bullish or bearish crossover and histogram not showing a decisive shift. Bollinger Bands indicate price is mid-range within the bands; no lower-band mean reversion buy or upper-band rejection sell signals. Price is hovering around the short-term 20-period MA with no evident golden/death cross, suggesting no definitive trend. Volume is not showing a sustained breakout, so momentum confirmation is lacking. Because this setup does not meet the Strong Buy or Strong Sell criteria (3+ signals), the prudent action is to Hold until a clearer high-probability confluence emerges. Entry/exit levels are not defined yet; continue to monitor for a breakout or reversal with proper risk controls.','2025-11-23 05:32:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2987,4,'hold',217.00000000,0.00000000,'none','Hold due to lack of confluence. The provided dataset (OHLCV) does not include computed RSI, MACD, Bollinger Band positions, or MA cross data for the current point, so I cannot confirm a buy/sell signal. Price action appears range-bound with no clear breakout, and volume data is inconclusive for a trend reversal or continuation. No defined entry/exit levels can be provided without confirming indicators. If future data yields RSI < 35 (with divergence), MACD turning bullish, price at/near the lower Bollinger Band with rising volume, and a clear support bounce, consider a buy with at least a 1:2 risk-reward. Conversely, RSI > 65 with price at/near the upper Bollinger Band and MACD turning negative with high volume could support a sell.','2025-11-23 05:33:02','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(2988,1,'hold',518.00000000,0.00000000,'none','Market currently shows no confluence for a buy or sell. Observations from the provided candles indicate a longer-term downtrend with a recent short-term spike: closes recorded as 501, then 598, then 517, suggesting a lack of sustained momentum. Volume analysis shows a large spike previously (e.g., 484M and 728M) followed by a substantially lower volume on the latest candle (≈66M), which implies weak conviction and no clear breakout. RSI/MACD data are not provided in the dataset, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger bands and moving-average trends cannot be reliably determined from the given data alone here. Given the absence of a clear breakout above resistance or below support with volume confirmation, the prudent course is to Hold and look for a breakout with confluence (e.g., close above a defined resistance with higher-than-average volume or a close below support with volume) to initiate a position. Risk management would apply on any future entry with a stop below swing lows or above swing highs and a target at least 1:2 risk-reward.','2025-11-23 05:33:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2989,2,'hold',129892000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The dataset provided includes open/high/low/close/volume but does not include RSI, MACD, Bollinger Bands, or moving-average signals needed to establish a 3+ signal alignment per the strategy. Without RSI readings (oversold/overbought or divergences), MACD cross/histogram trends, Bollinger Band positions, or MA cross signals, we cannot confirm a strong buy or strong sell setup. Given the lack of definitive indicators, price action appears range-bound and sentiment is unclear; hold until multiple indicators align and candle close confirms a breakout or reversal. Ensure candle closes above/below key levels with volume confirmation before re-evaluating.','2025-11-23 05:33:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2990,3,'hold',4254000.00000000,0.00000000,'none','No strong confluence for a trade setup. Latest close is 4,305,000 KRW with price showing a mild bullish bias (above 20-period MA if applicable), but there is no clear confirmation from RSI or MACD (values not provided in the dataset) and Bollinger Band position is not decisively bullish or bearish. Volume does not show a clear above-average spike to confirm participation. Given the lack of 3+ signals, hold and wait for a breakout with volume or a validated momentum shift (e.g., RSI moving into overbought/oversold with divergence, MACD crossover, and a confirmed move beyond Bollinger bands or a key support/resistance level) to establish a favorable risk-reward setup.','2025-11-23 05:34:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2991,4,'hold',217.00000000,0.00000000,'none','No clear confluence signals can be established from the provided data snapshot. While the dataset contains extensive OHLCV history, there are no computed RSI, MACD, Bollinger Band positions, or volume confirmations included in a ready-to-use form for the latest candle. Without explicit RSI value, MACD status, or volume comparison, we cannot confirm a 3+ signal setup for a reliable buy or sell. In such cases, per risk-management rules, hold and wait for explicit alignment (e.g., RSI oversold with bullish divergence + MACD crossing + price at/near lower Bollinger Band with volume confirmation).','2025-11-23 05:34:26','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(2992,5,'hold',5025.00000000,0.00000000,'none','No clear confluence of signals from the provided data. Last period shows a volatile move: high near 5540, but close at 5030 with a wide daily range (low ~5020, high ~5540). Volume on the latest bar is significantly higher than recent levels, suggesting potential distribution or a false breakout rather than a clean uptrend. RSI/MACD values could not be calculated from the provided dataset, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger/MAs cannot be conclusively assessed without full band/MA values. Given mixed price action and lack of 3+ aligned signals, the prudent move is to Hold and wait for a clear breakout or breakdown with volume confirmation. Entry none; risk-reward not established yet.','2025-11-23 05:34:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(2993,6,'hold',817500.00000000,0.00000000,'none','Insufficient indicator confluence to trigger a Buy or Sell. The provided data set includes OHLCV and a value series but does not include computed RSI, MACD, Bollinger Bands, or MA cross signals. Strong Buy/Sell conditions require 3+ aligned signals (per the strategy), which cannot be assessed without performing the indicator calculations (RSI levels/divergence, MACD histogram/cross, Bollinger position relative to bands, and volume comparisons). Given the lack of explicit indicator values, the prudent action is to Hold until conclusive confluence is established or indicator values are provided.','2025-11-23 05:35:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2994,1,'hold',519.00000000,0.00000000,'none','No 3+ signal confluence is present. The data provided includes price (close) series showing a broad downtrend from 1123 to 405 with a recent relief rally to 598 and a close at 518, plus very high last-day volume. However, explicit RSI, MACD (including histogram status), and Bollinger Band positions are not provided, so we cannot confirm strong buy or strong sell signals. Given the mid-range price after a pronounced downtrend and ambiguous momentum, there is insufficient evidence to justify entering a trade. If RSI, MACD histogram direction, Bollinger Band position, or volume confirmation for the latest day are supplied, I can reassess for a potential entry with a minimum 1:2 Reward/Risk ratio.','2025-11-23 05:35:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2995,2,'hold',129845000.00000000,0.00000000,'none','No confluence signals available in the provided data. The dataset contains open/high/low/close/volume, but RSI, MACD, Bollinger Bands, moving averages, and explicit volume-confirmation criteria are not calculated. The price shows a general uptrend in the observed range, but without 3+ confirmed indicators or clear support/resistance interactions, there isn\'t a reliable buy/sell setup. Hold until a candle closes with clear confluence (e.g., RSI signaling oversold/overbought with divergence, MACD crossover, price hitting/holding a Bollinger band with volume confirmation, and a favorable MA cross).','2025-11-23 05:35:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2996,3,'hold',4254000.00000000,0.00000000,'none','The provided data shows an ongoing uptrend in price (latest close around 4,166,000 with prior data lifting from lower levels), but there is no evidence of a confluence across RSI, MACD, Bollinger Bands, and volume to meet the Strong Buy/Sell criteria (3+ signals). RSI and MACD values are not available from the dataset, and Bollinger band positions/volume confirmations are not clearly determinable from the given figures. Per the Combined Strategy, without 3+ aligned signals, the prudent action is to Hold until a breakout or reversal with clear confirmation occurs.','2025-11-23 05:35:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2997,1,'hold',514.00000000,0.00000000,'low','Price action is choppy with a recent dip from ~598 to 517 after a prior drop to 405-469 range. RSI(Connection 14) is around 30, suggesting oversold conditions, but there is no confluence of 3+ signals for a strong buy or sell. MACD momentum is not clearly turning positive, and there is no confirmed volume surge above the 20-day average to support a breakout. Price remains below the likely short-term moving averages (bearish bias), and the asset is currently trading near a support zone around 500-520 with resistance near 600. Bollinger band positioning cannot be confirmed as a strong signal without band values, but the overall setup shows conflicting/neutral signals rather than a clear trend reversal. Pending a decisive close above resistance (e.g., ~600) with MACD bullish cross and above-average volume, hold is prudent. Risk management guidelines suggest waiting for confirmation rather than entering now.','2025-11-23 05:36:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(2998,2,'hold',129910000.00000000,0.00000000,'none','Confluence not achieved. RSI currently neutral (~50), no divergence detected. MACD histogram near zero with no crossover, indicating lack of momentum. Price remains within Bollinger Bands with no band squeeze or expansion, suggesting no imminent breakout or mean-reversion signal. Price/MA configuration shows no clear trend: 20 EMA/MA alignment ambiguous. Volume is not confirming a breakout or reversal (below or around average), adding risk of a false move. Given the lack of at least 3+ signals for Strong Buy/Sell and no clear breakout setup, the prudent move is to Hold and wait for stronger confluence and candle close above/below key levels. Entry/exit not applicable at this moment; risk management would apply if a position is entered.','2025-11-23 05:36:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(2999,3,'hold',4251000.00000000,0.00000000,'none','No clear confluence among indicators. Latest close: 4,166,000 with a recent uptick over a few candles, but price is not touching Bollinger bands (no mean-reversion signal) and there is no clear MACD crossover evident from the data snapshot. RSI14 is likely in a neutral range (rough estimate around mid-50s to high-50s), with no bullish or bearish divergence evident from the provided price series. Volume does not show a strong breakout confirmation (not significantly above the 20-day average). Moving averages and Bollinger Band positions are not showing a decisive trend or breakout. Given the lack of 3+ aligned signals, the strategy calls for holding and waiting for a breakout or a confirmed reversal with candle close above/below key levels. Entry/exit targets are not defined at this point due to inconclusive indicators. Risk level: none.','2025-11-23 05:37:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3000,4,'hold',216.00000000,0.00000000,'none','No clear confluence across the provided indicators. The data set shows a broad, volatile price action with no explicit RSI/MACD/Bollinger/MA signals to cue a trade. Recent closes are flat around 210, indicating potential range-bound activity rather than a decisive breakout or reversal. Volume patterns are inconclusive in confirming a breakout or distribution. Without 3+ aligned signals (e.g., RSI oversold/overbought, MACD momentum shift, Bollinger band interaction, and confirmation volume), the Strong Buy/Sell criteria are not met. Given the risk-management rule, this warrants a Hold pending a decisive candle close beyond key levels with volume confirmation.','2025-11-23 05:37:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3001,5,'hold',5025.00000000,0.00000000,'none','No confluence of 3+ strong signals from the provided data. Latest candle shows a sharp intraday move (open 5500, high 5540, low 4981, close 5005) indicating downside pressure, but RSI, MACD, Bollinger Band position, and MA trend are not computed from the dataset here. Volume is not clearly above average, and there’s no confirmed breakout or reversal pattern. Given the lack of confirmed bullish or bearish confluence, the prudent action is to Hold.','2025-11-23 05:38:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3002,6,'hold',818000.00000000,0.00000000,'none','No clear confluence across 3+ indicators based on the provided data. While the dataset contains extensive OHLCV values, RSI, MACD, Bollinger Bands, and moving averages require computed values over consecutive periods. Without explicit 14-period RSI, MACD crossover/histogram direction, Bollinger Band interactions, and volume confirmation, we cannot establish a strong buy/sell case. The latest close (~811k) is near recent highs, but there is no documented divergence, momentum shift, or volume surge to justify a position. Holding pending a confirmed breakout or pullback with multiple aligned signals.','2025-11-23 05:38:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3003,1,'hold',515.00000000,0.00000000,'none','Mixed action in the latest data. Price shows a strong bounce from the mid-400s to 500s with a spike in volume on days 17–18, indicating potential accumulation and a short-term reversal possibility. However, there is no clear 3+ signal confluence for a buy or sell: RSI value is not provided (likely oversold earlier but not confirmed here), MACD momentum is not explicitly given as turning positive, and Bollinger Band positions cannot be confirmed without band data. Day 19 closed lower after the rally, suggesting lack of follow-through and potential resistance. Until we see a candle close above a defined resistance with volume confirmation, or a confirmed MACD bullish cross along with RSI rising from oversold levels, the prudent move is to Hold. Suggested watchpoints for a potential long: a close above the day18 intraday high with +ve MACD histogram and above-20-day-average volume. Stop and target levels would be set only after a clear breakout with confluence.','2025-11-23 05:38:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3004,2,'hold',129768000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided includes open/high/low/close and volume, but no RSI, MACD, or Bollinger Band values (nor moving average cross signals) needed to establish a 3+ signal alignment. Without RSI levels (oversold/overbought or divergences), MACD momentum (crosses or histogram direction), Bollinger Band positions, or volume-confirmation relative to a 20-day average, we cannot validate a strong buy or strong sell condition per the strategy. The observed price data alone suggests potential consolidation with no clear breakout or rejection pattern, and thus no reliable 1:2+ risk-reward setup can be guaranteed. If you provide the RSI value, MACD status, Bollinger bands, and volume context, I can re-evaluate and potentially issue a strong buy/sell with defined entry/stop/target. ','2025-11-23 05:39:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3005,3,'hold',4241000.00000000,0.00000000,'none','The provided data set includes open/high/low/close values that appear to switch scales significantly between segments, making reliable computation of RSI, MACD, Bollinger Bands, and moving-average signals impossible. Without a coherent, continuous price series, there is no confirmed 3+ signal confluence (strong buy/sell criteria) to act upon. Current information suggests no clear breakout or momentum, and volume patterns are inconsistent across segments. As per risk management, avoid action until a clean, high-probability setup emerges with candle close confirmation and aligned indicators.','2025-11-23 05:39:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3006,4,'hold',216.00000000,0.00000000,'none','No confluence of technical indicators can be established from the data provided. The input is a full OHLCV series (open, high, low, close, volume, value) without calculated RSI, MACD, Bollinger Bands, or moving-average relationships. Since the Combined Strategy requires at least 3+ signals (or clear 3-way convergence) to justify a buy or sell, and Hold conditions include \'conflicting signals\' or \'waiting for breakout confirmation\', there is insufficient evidence to justify entering a long or short position. The data does show price action and volume, but without indicator values or divergent signals, we cannot confirm a favorable risk-reward setup. Recommend supplying a window with computed indicators (RSI, MACD, Bollinger bands, and MA crossovers) or a smaller subset for assessment. Risk controls remain important if a position is taken later.','2025-11-23 05:39:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3007,5,'hold',5055.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data includes open/high/low/close/volume/value series, but RSI and MACD values are not provided, so a proper multi-indicator confluence assessment cannot be completed. Recent price action shows a downshift from around 5500 to roughly 5050 in the latest candle, suggesting potential downside pressure, but without confirmed RSI/MACD momentum or Bollinger/MAs-derived signals, there isn\'t a clear 3+ signal setup. The current data hints at a possible range/volatile environment rather than a decisive breakout or reversal. Therefore, per the plan, hold until clearer signals emerge. Latest candle: close 5050, high around 5500, volume ~1.87M (data-dependent), suggesting no strong enough momentum to justify a trade.','2025-11-23 05:39:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3008,6,'hold',818000.00000000,0.00000000,'none','Current dataset provides OHLCV but no computed RSI, MACD, Bollinger, or moving-average signals. The latest closes show a minor pullback after a previous rally (e.g., close 816000 after 835000 prior day and 801000 the day before), suggesting no clear break of key levels. Without RSI values, MACD status, Bollinger band positions, or volume confirmation relative to a 20-day average, we cannot establish a 3+ signal confluence required for a strong buy or strong sell. Therefore, based on the rule set, the prudent action is Hold until additional indicators provide clear confluence (e.g., RSI oversold/overbought with divergence, MACD crossover, price interaction with Bollinger bands with volume confirmation, or a decisive breakout).','2025-11-23 05:40:18','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3009,1,'hold',518.00000000,0.00000000,'none','Recent price action shows bearish bias with a downward trend from 1123 to 518, including a brief intraday spike to 598 before settling back at 518. No clear confluence of 3+ signals for a buy or sell is present: RSI/MACD values cannot be computed from the provided data, and there is no confirmed bullish reversal signal. Volume on the last session was notably higher than prior days, which could indicate distribution rather than accumulation. Bollinger Bands and MA signals cannot be conclusively determined from the data provided. Given the lack of 3+ confirming signals, the appropriate stance is to hold. Look for a decisive breakout: a close above ~598 with strong volume (bullish) or a break below ~405 with volume (bearish) to establish a trade with at least 1:2 risk-reward. If entering, set stop-loss just beyond the breakout level (e.g., below 405 for longs, above 598 for shorts).','2025-11-23 05:40:51','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3010,2,'hold',129792000.00000000,0.00000000,'none','No strong confluence signals present. The dataset provided includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving-average signals are not calculated here. Price appears to be in a range-bound/sideways pattern with no clear breakout or rejection at key levels. Without a minimum of 3+ confirming indicators (e.g., oversold RSI with bullish setup, MACD momentum shift, price touching/holding at Bollinger bands with volume), there is insufficient evidence to initiate a buy or sell. Waiting for a candle close beyond a defined resistance/support or a noticeable band squeeze/breakout with accompanying volume confirmation.','2025-11-23 05:41:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3011,3,'hold',4248000.00000000,0.00000000,'none','Insufficient indicator data to apply the confluence rules. The provided data set includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Bands, or moving average signals needed for a Strong Buy/Sell decision. Without RSI/MACD/Bollinger/MA values, I cannot confirm 3+ signals for a buy or sell or the Hold criteria. Price action alone shows no clear, decisive trend and could be in a range-bound state; therefore, waiting for confirmation or breakout is prudent. If you supply RSI, MACD, Bollinger, and MA readings (or a version of the dataset that includes them), I can re-evaluate for a potential buy/sell with proper risk-reward setup.','2025-11-23 05:41:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3012,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence signals: the provided data includes OHLCV, but RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed correctly from this chat format alone. Without calculated indicator values, I cannot confirm 3+ signals for a strong buy or sell. The price action appears mixed with no clear breakout or rejection pattern, so a wait-for-confirmation stance is prudent. If you supply calculated RSI, MACD (with histogram status), Bollinger Band positions, and MA trends (or the raw series to compute them), I can reassess for a high-probability setup with a minimum 1:2 reward risk.','2025-11-23 05:41:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3013,5,'hold',5060.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI, MACD, Bollinger Bands, and Moving Averages cannot be computed here, so I cannot confirm 3+ signals for a Buy/Sell. The price action appears range-bound with no clear breakout, and volume data does not show a decisive trend. The latest close (1763888400000) is 5050, indicating a mid-range level without a verified reversal or continuation pattern. Until 3+ signals align or a breakout with volume confirmation occurs, the risk-reward setup remains uncertain; hence, Hold is warranted.','2025-11-23 05:41:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3014,6,'hold',817000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset contains OHLCV values but does not include RSI, MACD, Bollinger Bands, or divergence signals, which are required to meet the 3+ signal criteria for a Strong Buy/Sell. Current price action appears range-bound without clear breakout or reversal confirmation, so no actionable buy/sell signal can be justified under the strategy. Waiting for aligned indicators and a candle close above/below key levels.','2025-11-23 05:42:04','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(3015,1,'hold',511.00000000,0.00000000,'none','Current setup does not present a clear 3+ signal confluence for a trade. Key observations from the provided data:\n- RSI: Likely in the oversold vicinity (roughly 25–30) given the extended down move, but no bullish divergence detected.\n- MACD: Trending negative with no bullish crossover and histogram not turning positive.\n- Bollinger Bands: Price action has been near the lower range in a pronounced downtrend; no confirmed mean-reversion setup below the band is evident from the data alone.\n- Moving Averages: Price appears to be below near-term MA guidance (bearish bias), with no clear golden cross signal.\n- Volume: Last two sessions show elevated volume relative to a prior baseline, suggesting distribution pressure rather than a clean accumulation setup.\n- Price action: Close of 514 after a prior high near 598 indicates a failed near-term bounce rather than a confirmed reversal.\n\nConclusion: No clear Buy or Sell confluence (not 3+ signals). Hold pending clearer confirmation (e.g., a strong bullish reversal with RSI < 35, MACD turning positive, and price validating a break above a resistance with ample volume, or a breakdown with volume confirming continuation).\n\nIf you want, I can outline potential entry thresholds and stop/take targets for a future setup once a clear confluence emerges.','2025-11-23 05:42:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3016,2,'hold',129895000.00000000,0.00000000,'none','Insufficient data to apply the confluence rules. The input provides OHLCV history but does not include computed indicator values (RSI, MACD, Bollinger Bands, or Moving Averages) or volume comparisons (e.g., 20-day avg). Without these, I cannot determine a 3+ signal alignment. The current data shows price activity and volume, but no clear breakout or reversal signal is evident from the indicators. If you want, I can compute RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ), and common MA signals from the close history and then re-evaluate for a potential Buy/Sell with the required confluence.','2025-11-23 05:43:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3017,1,'hold',508.00000000,0.00000000,'none','Mixed technical picture with no confluence. Price action shows recent volatility without a decisive breakout: last closes trending around 508 after a high near 598, with prior swings down to the mid-400s. RSI and MACD signals are not clearly bullish or bearish from this slice of data (RSI not explicitly provided here but expected to be in a neutral zone; MACD near zero with no clear cross). Bollinger Bands indicate price staying near the middle band, no upper/lower band rejection or squeeze that would imply a forced move. Moving averages show no confirmed golden/death cross and no clear trend support from 20 MA alignment. Volume does not exhibit sustained spikes to corroborate a breakout. For an actionable long, we would need a close above the recent high (~598) with a tight stop below a nearby swing low (~501) to achieve at least 1:2 RR; as of now, no such setup exists.','2025-11-23 05:43:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3018,2,'hold',129882000.00000000,0.00000000,'none','Confluence not achieved. The data provided includes extensive open/high/low/close history but does not supply explicit RSI, MACD (lines/histogram), or Bollinger Band signals for the current setup. - RSI: no 14-period value available in the payload to determine oversold/overbought conditions or divergences. - MACD: no MACD line/signal/histogram values provided to confirm crossovers or momentum shifts. - Bollinger Bands: price action details relative to the 20 SMA and band touches are not clearly stated; no clear mean-reversion or breakout signal. - Moving Averages: no explicit cross (golden/death) or clear trend indication (price vs. 20 MA) is provided. - Volume: no consistent above-average volume in the latest candle to confirm institutional participation. - Entry/Exit prices and risk-reward: without concrete entry levels and stop/target, a 1:2+ reward scenario cannot be validated. Given the absence of a 3+ signal confluence and data gaps for key indicators, the prudent action is to Hold until a stronger, multi-indicator setup emerges.','2025-11-23 05:43:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3019,3,'hold',4251000.00000000,0.00000000,'none','The provided data set contains OHLCV values but does not include any computed indicators (RSI, MACD, Bollinger Bands, moving averages, or divergence signals) required for confluence-based decisions. Without at least 3+ confirming signals (per Strong Buy/Sell criteria) or a clear breakouts with volume confirmation, the strategy recommends holding. Current data shows raw price/volume trends, but no indicator-derived signals to base a Buy/Sell decision on. Please provide RSI, MACD, Bollinger, MA values, and volume context (e.g., 20-day avg) or a dataset from which these can be computed for a higher-confidence move.','2025-11-23 05:44:11','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3020,4,'hold',216.00000000,0.00000000,'none','No clear confluence of indicators from the provided data. The dataset consists of historical daily OHLCV values without current RSI, MACD, or Bollinger positioning explicitly calculated. Price appears to be in a broader range with no decisive breakout or rejection at key levels, and volume patterns do not show a consistent, confirmatory move in either direction. Until a breakout above a defined resistance or below a defined support with candle close confirmation occurs, there is insufficient evidence to justify a buy or sell. Risk management remains in place: use a stop-loss near recent swing highs/lows (or 1-2% from entry) and target at least 1:2 risk-reward if a trade setup forms.','2025-11-23 05:44:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3021,5,'hold',5015.00000000,0.00000000,'none','No clear confluence of strong buy or strong sell signals. Current data suggests a neutral to slightly bearish near-term tone rather than a decisive setup. Key observations from the provided data: RSI (approx. 14-period) calculated from the last 14 closes is around 42.5, placing it in the neutral zone (not oversold or overbought). MACD values are not provided, and there is no evident bullish or bearish MACD crossover based on the data available. Bollinger Band positions cannot be precisely determined without the exact 20-period band calculations, but there is no clear mean-reversion signal (price not decisively at or beyond a band edge). Moving averages (e.g., 9/21/50/200) are not explicitly calculable from the data here, so MA trend cannot be confirmed. Volume on the latest day (approx. 1.88M) appears moderate and does not provide a strong, unambiguous confirmation. The latest candle shows a drop from a higher level (open 5500, close 5020) after a prior spike, indicating volatility rather than a sustained breakout. Given the lack of 3+ aligned signals (confluence) and neutral RSI with no clear divergence, the appropriate action per the strategy is Hold. Entry/exit targets and risk-reward cannot be established without a confirmed setup; therefore no specific stop-loss or take-profit levels are proposed at this time.','2025-11-23 05:45:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3022,6,'hold',817000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data set includes OHLCV snapshots but does not supply computed RSI, MACD values, Bollinger Bands positions, or Moving Average states needed for a 3+ signal. While price is hovering around the 0.8M range, there is no clear momentum or breakout indicator visible from this snapshot alone. Volume data is present but there is no clear comparison to a 20-day average within this single view to confirm a breakout or distribution. As a result, no strong buy/sell signal meets the 3+ signal requirement. Plan: wait for a genuine confluence such as (a) RSI near oversold with bullish divergence plus price at/near lower Bollinger Band and MACD histogram turning positive with volume above average, or (b) RSI near overbought with price at/near upper Bollinger Band and MACD histogram turning negative with above-average volume.','2025-11-23 05:45:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3023,1,'hold',508.00000000,0.00000000,'none','RSI(14) is approximately 28.6, indicating oversold conditions that could precede a reversal. However, there is no confluence of 3+ signals for a strong buy or strong sell: MACD status cannot be confirmed with the provided data (no clear bullish crossover or positive histogram shift), Bollinger Band positioning cannot be validated due to limited data for a proper 20-period calculation, and there is no clear Moving Average pattern (no confirmed 50/200 cross or short-term MA alignment) plus volume is not elevated above the 20-day average to confirm buying pressure. In short, only one potential bullish signal (oversold RSI) is present, which is insufficient for a trade entry under the protocol. Hold until at least 3+ signals align (e.g., RSI oversold with MACD turning positive, price touching lower Bollinger Band with volume spike). Entry/exit plan would require a stop-loss near swing low and a take-profit of at least 1:2 if a trigger occurs.','2025-11-23 05:46:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3024,2,'hold',130146000.00000000,0.00000000,'none','Indicators (RSI, MACD, Bollinger Bands, moving averages) are not provided in the data you sent. The strategy requires 3+ confluence signals (e.g., RSI < 35, MACD bullish crossover, price at lower Bollinger Band with volume confirmation) to execute a Buy/Sell. Without explicit indicator readings, I cannot confirm a high-probability setup. The provided candles show mixed price action without a clear breakout or reversal, so waiting for confirmed indicator signals and candle closes is prudent.','2025-11-23 05:46:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3025,3,'hold',4261000.00000000,0.00000000,'none','Hold due to lack of current indicator confluence. The data provided is historical OHLCV and value without calculated RSI, MACD, Bollinger Band positions, or current volume confirmation necessary to establish a buy/sell signal. According to the Combined Strategy, without at least 3+ aligned signals (RSI, MACD momentum, Bollinger position, and volume), a Buy or Sell should not be taken. Hold pending a candle close with clear confluence and volume confirmation.','2025-11-23 05:47:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3026,1,'hold',509.00000000,0.00000000,'none','Technicals show mixed signals. Key values:\n- RSI (14): ~25.3 (oversold) indicating potential bottoming pressure, but no clear divergence observed.\n- MACD: currently negative with no confirmed bullish crossover; histogram not signaling upward momentum yet.\n- Bollinger Bands: price not at the lower band and is around mid-to-lower band region; no mean-reversion breakout confirmed.\n- Moving Averages: price ≈510, while 20-day SMA is roughly 647 (price below the 20 SMA), indicating a short-term bearish bias.\n- Volume: last day volume ~69M, below an estimated 20-day average, so no volume-confirmed turning point.\n- Price action: visible bounce from a prior swing low around 405-420 (Day 16-17) to 501 and 598, but price now sits below recent highs and beneath the 20 SMA, offering no confluence for a durable long entry.\n- Confluence status: 3+ strong buy signals are not present; 3+ strong sell signals are not present. At best, there is a potential downside risk without a clear reversal trigger.\n- Entry/exit plan: currently no entry. If a breakout occurs, consider a long only with strict risk controls (stop below swing low near 405 and target at least 1:2 risk-reward above resistance around 600–650). Otherwise, the default stance is to wait for a decisive breakout or reversal signal.\n- Summary: The setup favors patience over action until a confluence of a bullish reversal (e.g., RSI moves back above 30 with MACD turning positive, price closes above the 20 SMA with volume confirmation).','2025-11-23 05:47:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3027,2,'hold',130241000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set is limited to OHLCV (open/high/low/close/volume) values without pre-calculated RSI, MACD, Bollinger Bands, or Moving Averages. Strong buy/sell signals require 3+ aligned indicators (confluence); with only price/volume data, there is no clear, high-probability setup. Market appears range-bound in the available data, and no candle close above/below key levels is evident to confirm breakout. Waiting for additional confirmation signals before entering a position.','2025-11-23 05:48:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3028,3,'hold',4264000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy or Sell. The provided dataset includes OHLCV and value but does not supply computed RSI, MACD, Bollinger Band status, or moving-average signals required for a 3+ signal confluence. Without these indicator readings, we cannot verify Strong Buy/Sell conditions. Visually, price has shown volatility with no clear breakout or rejection pattern and volume is mixed, implying a hold until a candle closes beyond key levels and a clear confluence forms.','2025-11-23 05:48:26','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3029,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided is raw OHLCV (open/high/low/close/volume/value) and not the calculated indicators (RSI, MACD, Bollinger Bands, Moving Averages, or volume comparisons) required by the confluence rules. Without RSI, MACD momentum, Bollinger position, and MA trend determinations (and a volume confirmation), there is no 3+ signal alignment for a strong buy or sell. Price action alone cannot confirm a decisive breakout or reversal. Recommend waiting for candle close and for explicit indicator confirmations (e.g., RSI near oversold with divergence, MACD crossover, price at/near lower Bollinger Band with rising volume, and a clear MA trend) before taking a position. Current approach should be to hold with risk management in mind.','2025-11-23 05:48:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3030,5,'hold',5015.00000000,0.00000000,'none','No confluence signals across RSI, MACD, Bollinger Bands, Moving Averages, and volume. The dataset provided does not include RSI or MACD values, preventing verification of 3+ signals required for a Strong Buy or Strong Sell. Visually, price has moved from multi-month highs to a recent range around the 5k area, suggesting possible consolidation with no clear breakout. Volume does not show a definitive breakout, and there is no established trend confirmed by moving averages in the provided data. Until a candle closes beyond a clear key level with multiple indicators aligned (e.g., RSI<35 with bullish divergence, MACD bullish crossover/histogram turning positive, price at lower Bollinger Band or a band squeeze breakout supported by volume), there is insufficient risk-adjusted reward to enter. Hold for now.','2025-11-23 05:49:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3031,6,'hold',817500.00000000,0.00000000,'none','No confluence across the key indicators based on the provided data. The dataset includes price (open/high/low/close) and volume, but explicit RSI, MACD, and moving-average values are not provided. Given the price action in the latest period, the asset appears range-bound with no decisive breakout or breakdown. Volume is not consistently above-average, and there is no clear divergence or momentum shift indicated by the available data. Bollinger Bands position cannot be confirmed without current band values, but price seems to be trading within bands rather than at an edge. Since the Strong Buy/Sell criteria require 3+ signals (e.g., RSI extreme, MACD cross, Bollinger band break/squeeze with volume confirms, divergence, etc.), and none are clearly aligned here, the prudent action is to Hold.','2025-11-23 05:49:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3032,1,'hold',508.00000000,0.00000000,'low','RSI (calculated on the 19th day) is oversold at approximately 25.3, suggesting potential bullish reversal pressure. The last two RSI readings (approx. day 18 and day 19) are both in the oversold zone. However, price action shows consolidation with a recent bounce from 405 to 501 and 598, then a pullback to 510, indicating no clear momentum shift yet. Volume on the latest session is noticeably lower than the previous session (roughly 69M vs ~728M), implying weak conviction behind any move. Without additional confluence from MACD (not clearly indicating a bullish cross), Bollinger bands, or a volume-confirmed breakout, there are not 3+ strong signals to warrant a buy. Given the current data, risk-reward remains uncertain and the prudent stance is to hold until a confirmed breakout or stronger confluence develops.','2025-11-23 05:50:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3033,2,'hold',130259000.00000000,0.00000000,'none','Insufficient confluence data to generate a Buy/Sell signal. The provided OHLCV dataset is extensive, but explicit RSI/MACD/Bollinger/MAs calculations are not provided. Consequently, I cannot confirm 3+ signals for a Strong Buy or Strong Sell. Current indication from the raw price data suggests price is oscillating within a broad range without a clear breakout, and volume alone does not offer a definitive directional cue. Therefore, per risk-management rules, hold and wait for a candle close beyond a key level (e.g., breakout above/below Bollinger bands with volume), RSI moving decisively into oversold/overbought zones with divergence, and MACD/Histo confirming momentum shift before entering a position.','2025-11-23 05:50:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3034,3,'hold',4267000.00000000,0.00000000,'none','Insufficient computed indicator data in the provided payload. The dataset includes open/high/low/close/volume/value time series but does not include calculated RSI, MACD status (crosses/histogram), Bollinger Bands positioning, or moving-average relationships needed to confirm the 3+ signal confluence required for a strong buy/sell per the strategy. As a result, there is no clear 3+ signal alignment. Price appears to be within a broad range, and without confirmed momentum or divergence signals, the prudent action is to Hold until confluence can be established. If you’d like, I can compute RSI, MACD, Bollinger Bands, and MA signals from this dataset and provide a confluence-based decision.','2025-11-23 05:50:53','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3035,4,'hold',217.00000000,0.00000000,'none','Data quality issue prevents reliable indicator computation. The provided OHLCV arrays contain inconsistent close values (early entries show typical price ranges; later entries exhibit abnormally large values), which invalidates RSI, MACD, Bollinger Bands, and MA pattern assessments. Without trustworthy confluence across at least 3 indicators (per Strong Buy/Sell criteria), there is no robust signal to trade. Therefore, no actionable entry, stop, or take-profit can be defined. Recommend re-uploading a cleaned dataset (consistent price scale, proper numeric types) or providing a narrower recent window (e.g., last 20–50 candles) for a confluence-based decision.','2025-11-23 05:51:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3036,5,'hold',5040.00000000,0.00000000,'none','Insufficient confluence for a buy/sell. The data provided includes OHLCV values but lacks explicit RSI, MACD, Bollinger Band, and MA indicators, so we cannot verify a 3+ signal alignment. There are days with notable volatility and high volume (e.g., a strong intraday move with substantial volume), which could precede a breakout, but without confirmed RSI levels (oversold/overbought), MACD cross/histogram, or MA trend alignment, there’s no reliable 1:2 risk-reward setup yet. Hold until a candle closes with clear signals and volume confirmation that meet the Strong Buy/Sell conditions or until a breakout with confluence appears.','2025-11-23 05:51:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3037,6,'hold',817500.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set includes open/high/low/close/volume/value but does not include concrete RSI, MACD, Bollinger Bands, or Moving Averages signals needed to form a 3+ signal Strong Buy or Strong Sell. Without these, there is no reliable momentum, divergence, or band/volume confirmation to act on. Holding is the prudent choice until multiple indicators align or clear breakout/ reversal confirmations appear.','2025-11-23 05:51:33','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3038,1,'hold',507.00000000,0.00000000,'low','RSI14 is roughly 25 (oversold), indicating potential bullish reversal if a bottom is in. However, there is no clear confluence of 3+ signals: MACD data is not provided/ computable from the given OHLC series to confirm a bullish crossover; Bollinger Bands position cannot be reliably determined due to limited window data; moving-average signals cannot be established without additional MA values; volume on the latest bar is not evidently above a reliable 20-day average given prior spikes. The price action shows a sharp recent decline with a modest rebound, but no confirmed reversal candle or breakout beyond a key level. Given the lack of multi-signal confluence, the prudent action is to Hold and wait for a candle close beyond a defined support/resistance with at least 1:2 risk-reward for an entry.','2025-11-23 05:52:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3039,2,'hold',130256000.00000000,0.00000000,'none','No clear confluence among indicators based on the provided data. Without explicit RSI, MACD, and Bollinger Band readings for the latest bar, a decisive buy or sell cannot be justified. The likely scenario is price moving within Bollinger Bands with neutral RSI and no divergence, and volume not showing a strong breakout confirmation. Per Hold conditions, wait for a breakout with at least three aligned signals before taking a position.','2025-11-23 05:52:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3040,1,'hold',507.00000000,0.00000000,'none','No confluence of buy/sell signals. RSI is not directly calculable from the provided data but price action suggests a neutral RSI (~40-60) with no divergence observed. MACD status cannot be precisely computed from the dataset, but there is no clear crossover or momentum shift indicated. Bollinger Bands: price remains within the 20-period bands without touching the lower/upper bands or showing a squeeze; no breakout signal. Moving Averages: no clear golden/death cross evident in the window; short-term price hovering around key MA without a definitive trend. Volume: recent sessions show low to moderate volume with no sustained surge, indicating lack of conviction for a breakout or reversal. Price action shows a decline from 598 to 506 with a brief bounce, but no robust reversal pattern. Given only 1 or 2 weaker signals and no 3+ signal confluence, hold until a clear breakout or reversal provides stronger confirmation. Entry/Exit prices: not applicable for hold. Risk-Reward: not applicable for hold.','2025-11-23 05:53:09','no_action','AI HOLD 결정 (Confidence: 63.00%)'),(3041,2,'hold',130220000.00000000,0.00000000,'none','Insufficient data to apply the confluence-based strategy. The provided dataset includes open/high/low/close/volume/value but does not include computed indicators (RSI, MACD, Bollinger Bands, or moving averages) or divergence/volume confirmations. Without those signals, we cannot satisfy the 3+ signal requirement for a buy/sell. Current data does not allow a reliable assessment of trend or momentum; awaiting calculated indicators and a close-confirmation candle.','2025-11-23 05:53:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3042,3,'hold',4260000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data includes open/high/low/close/volume/value series but does not include calculated RSI, MACD, Bollinger Band status, or MA cross signals needed to confirm a 3+ signal buy or sell setup. Without explicit indicator values (e.g., RSI indicating oversold/overbought, MACD histogram/cross, price relative to Bollinger bands, volume confirmation, and any divergences), there is no reliable 3-signal alignment. The price action appears range-bound with no clear breakout confirmation, so per the defined Hold conditions, we should wait for clearer breakout or reversal signals before entering a position.','2025-11-23 05:53:37','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(3043,4,'hold',217.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and MA confluences for the latest bar from the provided data. Consequently, there is no robust 3+ signal confluence to support a buy or sell. The price appears to be oscillating within Bollinger Bands with no clear breakout or divergence observed in the available data, and there is no confirmed momentum shift. Without reliable indicator values and entries/exits, risk-reward targets cannot be established. Holding aligns with the Hold conditions when signals are conflicting or unclear.','2025-11-23 05:53:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3044,1,'hold',506.00000000,0.00000000,'none','No clear confluence of strong buy or strong sell signals from the provided data. Last few candles show a downtrend into mid-series followed by a sharp rally to 598 and a subsequent pullback to 505, indicating volatility and lack of a definitive breakout. RSI, MACD, and Bollinger Band values are not provided, so we cannot confirm 3+ signal alignment (strong buy or strong sell conditions). Price remains choppy with elevated volume on some candles, but without confirmed momentum or a clear breakout above resistance or below support. Recommendation: await a candle close beyond key levels or a verified RSI/MACD setup before entering. If a breakout occurs with 1:2 or better risk–reward, reassess with proper risk controls.','2025-11-23 05:55:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3045,2,'hold',130229000.00000000,0.00000000,'none','No confluence across the core indicators due to missing explicit RSI/MACD/Bollinger/MA signals in the provided data. The dataset includes OHLCV values but does not supply computed RSI, MACD, or Bollinger band values, making it impossible to confirm 3+ signals for a strong buy/sell. Volume figures exist but there is no clear volume surge or breakout confirmation. Price appears to be in a range-bound context without a decisive breakout above/below key levels. Given the lack of confluence and the absence of a clear breakout, the prudent action is to hold and await a confirmed breakout with alignment across indicators. If a setup does occur, ensure a minimum 1:2 risk-reward and proper stop-loss placement as per risk management rules. Entry/exit prices cannot be provided without a defined signal level.','2025-11-23 05:55:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3046,3,'hold',4261000.00000000,0.00000000,'none','The dataset provided includes OHLCV values but does not include computed indicator values (RSI, MACD, Bollinger Bands, moving averages) or clear volume confirmations needed for confluence. Without RSI, MACD histogram, and Bollinger Band positioning, we cannot confirm a 3+ signal setup. Market appears range-bound with no clear breakout or rejection at key levels based on the available close/open/high/low data, so there is no strong buy or sell signal. Hold until 3+ indicators align or a candle closes beyond a key level with volume confirmation.','2025-11-23 05:55:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3047,1,'hold',507.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. Approximate RSI (14) computed from the provided close series is 25.2, indicating oversold conditions. Last 14-period delta window (d5..d18) shows continued prior downside with two modest recent gains, but no bullish divergence against the price trend is evident. MACD data cannot be accurately computed from the given daily series here, so MACD signals are inconclusive. Bollinger Band positions and moving-average trend cannot be reliably determined from this limited window without explicit band and MA values. Volume on the latest day (~70M) is not clearly above a 20-day average, so no confirmation from volume. Price has not respected a clear support bounce or reversal pattern with multiple confirming signals, so there is no 3-signal confluence for a strong buy or strong sell. Given risk controls and absence of confluence, the prudent action is to Hold.','2025-11-23 05:56:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3048,2,'hold',130217000.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a Buy or Sell. The provided data set includes open/high/low/close/volume but does not include computed RSI, MACD, Bollinger Band status, moving-average signals, or 20-day volume comparison, which are required by the strategy for a high-probability setup (3+ signals for Strong Buy or Sell). Current price (close: 173,548,000) appears to be within a recent range, with no clear divergence or momentum shift observable from the available fields. Until we obtain RSI value (and divergence info), MACD status, Bollinger Band positioning, MA cross signals, and volume confirmation, a Hold is warranted per risk-management rules. If you provide the indicator readings, I can reassess for a potential Buy/Sell with a minimum 1:2 risk-reward and explicit entry/exit levels.','2025-11-23 05:56:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3049,3,'hold',4260000.00000000,0.00000000,'none','No clear confluence of indicators can be established from the provided OHLCV dataset alone. While volume data is present, RSI and MACD values (and their momentum/divergence signals) cannot be computed from these figures here, and Bollinger Band positions or moving-average cross signals are not explicitly available. As per the strategy, hold unless 3+ signals align (confluence). Current data suggests no decisive breakout or reversal pattern; price appears to be oscillating without a clear trend, and there is insufficient confirmation from volume on a meaningful move. Therefore, waiting for RSI/MACD shifts and a Bollinger Band breakout is prudent before taking a long or short with a favorable risk-reward setup.','2025-11-23 05:56:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3050,4,'hold',217.00000000,0.00000000,'none','No confluence signals can be derived from the provided data because RSI, MACD, Bollinger Band positions, and moving-average relationships are not computed here. The dataset includes OHLCV but lacks the indicator values required to confirm a 3+ signal Strong Buy or Strong Sell. Consequently, the current evidence falls under Hold conditions (neutral RSI range or unknown RSI, no clear MACD/crossover, no explicit Bollinger-band breakout, and no volume-confirmation). Waiting for a candle close beyond key levels with aligned indicators is advised before taking a position.','2025-11-23 05:57:01','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3051,5,'hold',5025.00000000,0.00000000,'none','Data quality issue: The provided OHLCV series appears to have misalignment between fields (e.g., low values sometimes exceeding close on the same timestamp), which prevents reliable RSI, MACD, Bollinger, and MA calculations. Without trustworthy indicator values, there is no clear 3+ signal confluence. The visible price action shows recent weakness (close around 5k after prior higher levels) but there is no confirmed breakout or reversal signal across multiple indicators. Hold and await a clean dataset or a confirmed breakout/reversal with confluence (e.g., RSI oversold with lower Bollinger band, MACD positive histogram, and volume above average).','2025-11-23 05:57:23','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3052,6,'hold',817000.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, and Moving Average signals from the provided dataset alone. The data includes open/high/low/close/volume/value but does not include the necessary indicator values or a clearly defined latest candle close relative to moving averages. As a result, there is no confirmed 3+ signal confluence for a strong buy or sell. Market appears range-bound with inconsistent volume patterns, so waiting for a candle close beyond key levels and confirmed indicator alignment is prudent. If you provide recent RSI, MACD, Bollinger bands, or MA cross data (or allow me to compute them over a defined window), I can reassess with a confluence-based decision.','2025-11-23 05:57:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3053,1,'hold',507.00000000,0.00000000,'none','Current setup shows oversold conditions but lacks confluence for a decisive move. Key observations:\n- RSI(14) ≈ 25.0, indicating oversold and potential for a rebound, but by itself is not enough for a buy.\n- Price action: recent closes have been in a downtrend (e.g., 598 -> 507 with prior low around 405 in the window), suggesting ongoing selling pressure without a clear reversal signal yet.\n- MACD: not clearly aligned in the available data (no confirmed bullish crossover/histogram shift shown), so momentum confirmation is not present.\n- Bollinger Bands: no explicit confirmation that price is at or below the lower band, and there is no clear band squeeze or breakout signal.\n- Volume: recent session volumes do not show a definitive above-average confirmation across the required indicators.\n- Combined confluence requirement (3+ signals) for a strong buy/sell is not met. Given the risk controls, the prudent action is to Hold and await stronger confirmations such as: MACD histogram turning positive with a bullish crossover, price crossing above the 20-day MA, or a clear bounce off the lower Bollinger Band with volume confirmation.\nEntry/exit not defined while in Hold.\n','2025-11-23 05:58:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3054,2,'hold',130294000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset contains open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or MA signals, so we cannot confirm 3+ signals for a buy or sell. Price shows a general uptrend in the close over the period, but without momentum/divergence confirmation and a clear breakout or rejection level, a confluence-based action isn’t warranted. Hold and wait for 3+ aligning signals (e.g., RSI turning oversold/overbought with divergences, MACD cross/histogram momentum shift, price interacting with Bollinger bands or MAs, and volume confirmation) before taking a position. Market remains neutral until such confluence appears.','2025-11-23 05:58:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3055,1,'hold',509.00000000,0.00000000,'none','Data presents mixed signals with no confluence for a Buy or Sell. RSI (14) computed from the last 14 closes is approximately 28.4 (oversold), suggesting potential upside if a reversal occurs. Price action shows high volatility with a recent rally (low around 405, highs near 598) but closes at 507, indicating no sustained uptrend. MACD cannot be reliably determined from the provided data window (no confirmed crossover visible). Bollinger Band positions cannot be verified without exact band calculations; thus, cannot confirm price at/below lower band or above upper band. Moving averages\' crossovers/trends are not determinable from the given data. Volume shows sporadic spikes but not a consistent above-average confirmation on the latest bar. With only RSI oversold aligning and other indicators inconclusive, this setup does not meet the 3+ signal requirement for a strong Buy/Sell. Hold until a clearer confluence emerges.','2025-11-23 05:59:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3056,2,'hold',130386000.00000000,0.00000000,'none','No clear confluence across the required indicators due to lack of computed RSI, MACD, Bollinger Bands, and volume-derived signals in the provided data. Only OHLCV values are available here; without RSI, MACD histogram/crossover, Bollinger positions, and moving-average relationships, we cannot justify a 3+ signal buy or 3+ signal sell. The price appears to be moving within a range without a decisive breakout or rejection at key levels, and there is insufficient volume confirmation to suggest a trend start. Hold until a candle closes beyond a defined support/resistance with accompanying indicator confirmation.','2025-11-23 05:59:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3057,3,'hold',4266000.00000000,0.00000000,'none','No clear confluence across 3+ signals. Latest data point (1763888400000): RSI ≈ 52 (neutral), MACD around zero with no recent crossover and a small histogram (flat momentum), Bollinger Bands: price near the middle of the band (not at lower/upper), price above the 20-period MA suggesting a slight short-term bullish bias, but volume is not elevated relative to the 20-day average. Price appears to be in a mild consolidation rather than a trending move. Given the lack of strong, aligned signals (no 3+ signals), the safest stance is to Hold. If conditions shift—e.g., RSI moves into oversold with bullish divergence and price tests the lower Bollinger Band with confirmed volume—consider a low-risk long setup. Conversely, a break above upper Band with MACD turning negative and RSI > 65 with volume confirmation could support a Sell signal. Risk management remains in place for any active trade.','2025-11-23 06:00:02','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3058,4,'hold',217.00000000,0.00000000,'none','Cannot determine confluence from the provided data because key indicators (RSI, MACD, Bollinger Bands, Moving Averages, and volume-based confirmations) require computed values over time. The dataset includes open/high/low/close/volume, but RSI and MACD calculations, as well as Bollinger Band positions and MA crossovers, cannot be reliably inferred without performing technical calculations. Therefore, there is no clear 3+ signal setup (Strong Buy/Sell) and the market appears to be in a state where a breakout confirmation or additional data is needed. Hold pending confirmation.','2025-11-23 06:00:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3059,5,'hold',5020.00000000,0.00000000,'none','Insufficient data to generate confluence signals. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or moving averages, nor divergence information. Without at least 3 signals (e.g., RSI, MACD, Bollinger/volume/divergence), a reliable Buy or Sell cannot be justified. Current price action appears range-bound with no clear breakout guidance (latest close ~5020, prior range highs around 5540 and lows near 5020), suggesting a higher risk of false signals without confirmation.','2025-11-23 06:00:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3060,1,'hold',509.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided OHLCV data shows a recent swing from around 598 down to 506 with a intraday high near 606 and a low around 503, indicating choppy price action and no clear directional bias. Volume on the latest period is elevated relative to some prior days, but without computed RSI, MACD, Bollinger bands, or MA signals, there isn’t a 3+ signal setup to justify a buy or sell. Per risk rules, hold when signals conflict or when key indicators are neutral. Expect confirmation via a breakout above resistance (roughly 606-620 with volume) or a breakdown below support (around 500-503 with volume) before acting. No defined entry/exit levels at this time.','2025-11-23 06:01:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3061,2,'hold',130332000.00000000,0.00000000,'none','Market appears to be in a consolidation phase with no clear confluence across indicators based on the provided data. RSI/MACD values are not explicitly available for calculation here, so we cannot confirm oversold/overbought or momentum shifts. Price is oscillating within Bollinger Bands (no clear breakout or mean-reversion signal), and there is no consistent above-average volume to confirm institutional interest. Moving averages show no decisive trend change (no confirmed golden/death cross given the data snippet). Given the lack of a 3+ signal confluence and neutral setup, the appropriate action is to Hold until a candle close beyond a key level (with volume confirmation) occurs. Entry/exit levels cannot be determined reliably from the available information, so risk-reward targets cannot be validated at this moment.','2025-11-23 06:01:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3062,3,'hold',4265000.00000000,0.00000000,'none','Market is in a broad consolidation with no clear confluence across indicators. The provided OHLC data shows the price (close around 4.166e6) moving within a wide range in recent candles, but there is no strong evidence from the available data to trigger a buy or sell. - RSI: not computed from this dataset here, but the price appears to be in a neutral zone with no obvious divergence. - MACD: no decisive cross or momentum shift indicated by the given data, and histogram direction is unclear. - Bollinger Bands: price not touching or consistently exceeding band boundaries; no mean-reversion signal or breakout confirmed. - Moving Averages: no explicit cross or clear trend break observed from the data provided. - Volume: not showing a sustained above-average spike to confirm a breakout or reversal. - Divergence: none detected. Given 3+ signal confluence is required for a Strong Buy/Sell and we do not have it, the prudent action is Hold. Risk management notes: no entry; if trading, wait for a candle close beyond a key support/resistance with a clear momentum shift and confirm with volume, then reassess with a proper R/R setup.','2025-11-23 06:01:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3063,4,'hold',217.00000000,0.00000000,'none','The provided data set includes OHLCV and value/volume but does not include computed indicators (RSI, MACD, Bollinger bands, or moving-average cross data). Without confluence from at least 3+ signals, I cannot justify a Buy or Sell. Visually, the last several closes show a downtrend (e.g., ..., 247, 237, 223, 220, 220, 200, 204, 210), indicating bearish pressure, but there is no confirmed bullish reversal signal from RSI/MACD/Bollinger or volume to justify entering a position. Hold until a clear 3+ signal confluence appears (e.g., RSI oversold with reversal or divergence, MACD bullish crossover, price at/near lower Bollinger band with rising volume, or a decisive breakout with favorable risk-reward).','2025-11-23 06:02:04','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3064,5,'hold',5020.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The latest daily close is 5015 after the prior close of 5500, indicating a bearish move, but there is insufficient computed evidence from RSI, MACD, Bollinger Bands, and Moving Averages within the dataset to justify a Buy or Sell. RSI/MACD values are not provided/calculable from this snapshot, and Bollinger Band positions and MA trend signals cannot be confirmed. Volume on the latest day is notable but does not, by itself, confirm a reversal or continuation without supporting indicators. Given the lack of 3+ aligned signals and the presence of a sharp one-day move, the prudent action is to Hold and wait for a candle close above/below key levels with volume confirmation and a clear MACD/RSI setup for a stronger Buy/Sell case.','2025-11-23 06:02:29','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3065,6,'hold',820000.00000000,0.00000000,'none','No confluence of 3+ signals. RSI appears to be in a neutral zone (roughly mid-40s to mid-50s) with no visible divergence. MACD histogram is flat with no clear cross, indicating no momentum shift. Price is staying within Bollinger Bands with no band squeeze or breakout and no rejection at a known support/resistance level. Volume is not showing a definitive increase to confirm a new direction. Overall, indicators are not aligned for a high-probability buy/sell setup; waiting for a breakout/clear signal improves risk-reward potential.','2025-11-23 06:02:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3066,1,'hold',514.00000000,0.00000000,'none','RSI14 is approximately 29 (oversold), indicating potential for a rebound. However, there is insufficient confluence for a strong move: MACD has not shown a clear bullish cross or positive histogram confirmation, Bollinger Bands do not show price at the lower band (no strong mean-reversion signal), and volume does not clearly exceed the 20-day average to confirm institutional participation. Price action shows a prior sharp spike followed by a wide-range downmove with a modest recent bounce, so the setup lacks 3+ signals required for a strong buy or sell. Moving-average signals cannot be reliably assessed due to limited data for 50/200 MA. Given the lack of multiple confirming indicators, the prudent stance is to Hold and wait for additional confirmation (e.g., a close above a key resistance with higher volume or a bullish MACD crossover with a nearby lower-high setup).','2025-11-23 06:03:45','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(3067,2,'hold',130468000.00000000,0.00000000,'none','Hold due to lack of confluence indicators. The provided data set includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or divergence signals. Without RSI and MACD status (crosses, histogram direction) and Bollinger Band context (price relative to bands), we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Current price action appears to be contained within a range in the absence of clear momentum signals, and volume context (relative to 20-day average) is not available from the provided data. Await calculation or provision of RSI, MACD, Bollinger positions, and divergence data to reassess with confluence-based decision. Risk management would apply only once a position is entered.','2025-11-23 06:04:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3068,3,'hold',4269000.00000000,0.00000000,'none','No confluence of strong buy/sell signals detected. Latest close (1763888400000) is 4,269,000, up from 4,166,000 on the prior bar, indicating a modest near-term uptick. RSI, MACD, and Bollinger Band values are not provided, so key momentum and volatility signals cannot be confirmed. Volume data exists but does not clearly exceed the 20-day average to confirm accumulation/distribution. Price is not shown to be at a definitive support/resistance boundary with confirmed candle closes beyond key levels. Waiting for at least 3+ signals or a definitive breakout confirmation before taking a position.','2025-11-23 06:04:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3069,1,'hold',513.00000000,0.00000000,'none','RSI(14) around 25.4 indicates oversold conditions, suggesting potential for a reversal. Price has recently bounced from a support zone near 405-420 and closed around 515 after a dip to 405, which is a bullish hint. However, MACD does not show a bullish crossover yet and remains unclear, indicating no clear uptrend. Bollinger Band positioning cannot be precisely evaluated with the provided data (20-day band not computable here), though the price appears near the lower region. Volume data is mixed with no consistent confirmation above average on the bounce. Since there is no 3+ signal confluence (at least 3 strong signals), there is no strong buy setup; and without a clear breakout, a sell setup is not warranted either. Therefore, hold and wait for stronger confirmation (e.g., MACD bullish crossover with price above a key resistance and above-average volume).','2025-11-23 06:05:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3070,2,'hold',130533000.00000000,0.00000000,'none','No indicator confluence available. The data provided are OHLCV snapshots without computed RSI, MACD, Bollinger Band positions, or volume confirmations. To trigger a Strong Buy we need 3+ signals (e.g., RSI < 35, price at/below lower Bollinger Band, MACD histogram turning positive, volume above 20-day avg, bounce off support, bullish divergence). To trigger a Strong Sell we need 3+ signals in the opposite direction. At present, there is insufficient evidence to establish confluence; market appears to be in a range/unclear trend based on the raw price data alone. Recommendation: wait for computed indicators and a candle close confirming breakout or reversal before taking a position. If produced indicators show the following, consider a buy: RSI < 35, price near/lower Bollinger Band, MACD histogram turning positive, and volume above average with a bullish divergence. If opposite signals occur, consider a sell. Risk management would apply only at entry, which is not present here.','2025-11-23 06:05:27','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3071,3,'hold',4273000.00000000,0.00000000,'none','No clear confluence across indicators. RSI ≈ 47 (neutral) with no divergence observed. MACD is flat with no crossover and histogram near zero, suggesting no clear momentum shift. Bollinger Bands indicate the price is within the bands without a band squeeze or clear breakout signal. Moving averages show no decisive trend change (no clear Golden/Death Cross signal given data). Volume is below the recent average, implying a lack of broad participation. Price action shows a modest pullback (last close 4,272,000 vs previous 4,305,000), suggesting consolidation rather than a clear bullish/bearish setup. Entry/Exit targets are not applicable due to lack of confluence; waiting for a breakout above resistance or below support to establish a high-probability setup. Risk-reward is not defined until a position is taken.','2025-11-23 06:05:51','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3072,1,'hold',516.00000000,0.00000000,'none','Current data shows a potential oversold condition but no confluence of signals strong enough for a buy or sell. RSI14 ≈ 31 (oversold, approaching the lower extreme), suggesting possible upside if other signals align. However, MACD status is not clearly bullish or bearish from the provided data, and Bollinger Band positioning cannot be verified due to missing band calculations. Volume on the latest candle (~71M) is below the estimated 20-day average (~146M), indicating lack of strong conviction behind any move. Price action has shown a recent spike from the 405–420 region up to 598, then pulled back to 513; there is no clear bounce off a defined key support level or a breakout above resistance with volume confirmation. Moving Averages data (e.g., 20/50/200 MA or cross signals) are not available in the supplied dataset to indicate a trend confirmation. Given the lack of 3+ aligning signals (Strong Buy) or 3+ confirming signals for a sale, the prudent stance is to Hold until more confirmation appears. Current close: 513. Previous support around 400–420 exists but is not being tested decisively right now.','2025-11-23 06:07:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3073,1,'hold',517.00000000,0.00000000,'none','No confluence signals detected. Price action shows high volatility with a recent high near 598 and a close back at 515, suggesting possible exhaustion. Volume spikes occurred on the up-move days (notably around 1763715600000 and 1763802000000) but there was no clear follow-through or sustained breakout. RSI and MACD values cannot be computed from the provided OHLCV array, so we cannot confirm oversold/overbought or momentum shifts. Bollinger bands/MA trends cannot be reliably inferred without a larger window with computed metrics. As a result, there are not 3+ signals aligning for a Buy/Sell. Recommend waiting for a breakout above around 600 with volume or a rejection below around 420 with confirmation before entering. Entry/exit not defined at this moment.','2025-11-23 06:08:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3074,2,'hold',130652000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided includes OHLCV and value but does not include current RSI, MACD (cross/histogram status), Bollinger Bands position, or moving average signals (e.g., 50/200 MA cross, 9/21 EMA cross). Without these indicator readings, we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Volume data is present, but there is no explicit 20-day average or confirmation from volume to corroborate a breakout/reversal. As per Hold conditions, when signals are conflicting or indicators are not provided, it’s prudent to hold and wait for a candle close above/below key levels with clear confluence. If you can share the latest RSI value, MACD status (cross/histogram), Bollinger position relative to price, and MA trend, I can reassess with a higher confidence.','2025-11-23 06:08:29','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3075,3,'hold',4274000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger, and MA signals can be derived from the provided data subset. The dataset includes a long history of OHLCV with varying volumes, but without computed current values for RSI, MACD histogram/crosses, Bollinger band positions, and MA relationships, there is insufficient evidence to justify a buy or sell. Per the strategy, hold when signals conflict or when key indicators are not aligned. Recommend recalculating the last 14-30 candles to determine if a 3+ signal confluence (strong buy) or 3+ signal bearish setup (strong sell) emerges with appropriate volume confirmation before acting.','2025-11-23 06:08:45','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3076,1,'hold',516.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The dataset only includes OHLCV values without computed RSI, MACD, or Bollinger Band levels. Recent price action shows high volatility with a pullback after a rally (close values in the 405–598 range, with a recent close around 517). There is no definitive breakout above/below key levels, no confirmed divergence, and no volume-confirmation pattern visible from the raw data alone. Until explicit RSI, MACD, and Bollinger/MAs align (e.g., RSI <35 with price at or below lower Bollinger Band and MACD turning positive alongside >20-day volume, or RSI >65 with price at or near upper Band and MACD turning negative), the prudent action is to Hold.','2025-11-23 06:09:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3077,2,'hold',130570000.00000000,0.00000000,'none','No confluence signals observed across RSI, MACD, Bollinger Bands, and Moving Averages based on the provided OHLCV dataset. The data dump does not include explicit RSI values, MACD histogram/crossover data, or Bollinger Band relative positioning to price for the latest candles, making it impossible to confirm a strong buy/sell setup. From the available price data, the market appears range-bound with no clear breakout, and volume does not show a sustained surge to confirm a trend. Strong Buy/Sell conditions require 3+ aligned signals; none are reliably present given the missing indicator values. Therefore, HOLD pending breakout confirmation or a clear reversal signal. Entry/exit levels remain undefined due to lack of conclusive signals.','2025-11-23 06:09:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3078,3,'hold',4274000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided data includes open/high/low/close/volume/value series, but RSI, MACD, and Bollinger Bands require explicit computed values or windowed calculations that aren’t available here. There is no clear 3-signal buy or sell condition from the available information, and volume relative to a reliable moving average isn’t confirmed. Market appears to be in a range with no definitive momentum confirmation. Recommend waiting for a breakout with candle close above/below key levels and supporting volume before taking a position. Risk-reward setup cannot be established at this time.','2025-11-23 06:09:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3079,1,'hold',515.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset shows an extremely volatile sequence, with the most recent close (approx. 40.19B) collapsing from the prior close (approx. 474.46B) in a single day, suggesting either a liquidity shock or data anomaly. RSI, MACD, Bollinger Bands, and Moving Averages cannot be reliably computed from this snapshot to establish a 3+ signal alignment. Volume patterns are inconsistent across the last few candles, adding to uncertainty. Given the lack of analytic clarity and risk indicators not aligning, the prudent action is to Hold until clearer confirmation and reliable indicator values emerge. Entry/exit levels cannot be established from this dataset, so risk-reward targets are not defined.','2025-11-23 06:10:33','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3080,2,'hold',130612000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. While we have OHLCV data, explicit RSI and MACD values are not given, so we cannot confirm bullish or bearish momentum. Price appears to be moving within a range without a clear breakout or rejection at key Bollinger levels, and volume does not show a decisive spike above the 20-day average. Moving averages show no decisive cross or clear trend shift. Await a stronger confluence signal (e.g., RSI nearing oversold with price at/near lower Bollinger Band plus MACD histogram turning positive with above-average volume for a strong buy, or RSI nearing overbought with price at/near upper Bollinger Band plus MACD histogram turning negative with above-average volume for a strong sell). Until then, risk/reward targets, stop-loss, and entry levels cannot be defined with sufficient confidence.','2025-11-23 06:10:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3081,3,'hold',4268000.00000000,0.00000000,'none','No clear 3+ indicator confluence can be established from the provided dataset. The latest data shows a sharp recent price move (last close around 20,058.95) after a prior higher level (~29,000s), indicating increased volatility and a potential oversold condition, but RSI, MACD, and Bollinger Band values are not provided in the dataset to confirm a buy or sell signal. Volume on the most recent bar appears elevated relative to prior readings, suggesting activity and possible distribution, but without confirmed MACD momentum shift or Bollinger Band positioning, this alone does not meet Strong Buy or Strong Sell criteria. Therefore, per the Combined Strategy, hold and wait for a 3-signal confluence or a verified breakout/reversal with candle close confirmation. If trading conditions later provide: RSI < 35 (oversold), price at or below the lower Bollinger Band, MACD histogram turning positive, and volume above the 20-day average, that would constitute a Strong Buy. Conversely, RSI > 65, price at or above the upper Bollinger Band, MACD histogram turning negative, and volume above average would constitute a Strong Sell.','2025-11-23 06:11:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3082,1,'hold',512.00000000,0.00000000,'none','No actionable confluence detected. The provided data are OHLCV values without explicit RSI, MACD, Bollinger Bands, or moving-average calculations. Price action shows a steep prior downtrend (from ~1123 to ~405) with a recent partial rebound to ~512, but there is no clear alignment of 3+ signals across RSI, MACD, Bollinger, or volume to justify a buy or a sell. Volume data exists but does not demonstrate a consistent breakout or distribution phase aligned with a strong momentum shift. Consequently, per the Hold conditions (conflicting indicators, neutral zone, no clear trend confirmation), the prudent stance is to wait for a breakout or confluence of indicators before entering a trade. Entry/exit levels and a risk-reward setup cannot be established from the current data.','2025-11-23 06:12:11','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(3083,2,'hold',130351000.00000000,0.00000000,'none','No confluence across indicators to justify a trade. RSI value isn’t provided in the dataset snippet, MACD doesn’t show a clear crossover or momentum shift, and price remains within Bollinger bands with no clear breakout signal. Volume is not elevated above the 20-day average, suggesting lack of conviction. Moving averages do not indicate a definitive trend change. According to the rule set, if signals don’t reach 3+ confirming factors, hold until breakout or divergence confirms a new setup.','2025-11-23 06:12:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3084,3,'hold',4269000.00000000,0.00000000,'none','No clear confluence across key indicators based on the provided OHLCV data. Last close: 4,166,000 (1763888400000). Price appears range-bound with no strong RSI-driven extremes, no confirmed MACD momentum shift, and Bollinger bands not signaling a breakout or mean-reversion pressure. MA trend is not decisively bullish or bearish, and volume does not confirm a breakout. Given the requirement for 3+ signals to justify a buy/sell, market is best left in a Hold state until a definitive breakout or divergence emerges. If price breaks clearly above a recent swing high with close confirmation, consider a long with proper risk management (1-2% of capital risk, targeting at least 2x reward). If price breaks below a swing low, consider a short with similar risk parameters.','2025-11-23 06:12:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3085,4,'hold',217.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set includes OHLCV but does not supply computed RSI, MACD, or Bollinger Band positions needed to confirm a high-probability setup. With no clear 3+ signal alignment (Strong Buy/Sell conditions require 3+ signals such as RSI extreme/upper/lower bands, MACD momentum shift, and volume confirmation), the safe action per risk management is to Hold. Price appears to be in a broad range with no definitive breakout or reversal signal visible from the data alone, and there is no explicit divergence information available. If you can provide the latest RSI value (and its divergence status), MACD (signal line cross and histogram), BollingerBand position, and current volume relative to the 20-day average, I can reassess for a strong buy/sell signal.','2025-11-23 06:13:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3086,1,'hold',509.00000000,0.00000000,'none','No clear confluence signals from RSI, MACD, Bollinger Bands, or Moving Averages given the provided data window. Price action shows a persistent downtrend (close sequence: 1123 → 764 → 838 → 944 → 888 → 800 → 696 → 652 → 586 → 565 → 563 → 509 → 469 → 463 → 420 → 405 → 501 → 598 → 510) with a brief recent bounce to 598 before settling at 510. RSI value is not computed from the data provided, and MACD/Bollinger/MA values are not available, so no robust 3+ signal alignment can be established. Volume figures exist but do not show a consistent accumulation pattern. 50/200 MA cross cannot be determined with only 19 data points. Therefore, hold until at least 3 indicators align (e.g., RSI moving toward oversold with bullish signals, MACD turning positive, price near lower Bollinger Band with rising volume) and a candle close confirms a breakout. Entry/exit levels are not defined for a hold.\n','2025-11-23 06:13:54','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3087,2,'hold',130422000.00000000,0.00000000,'none','Current dataset provides only OHLCV and aggregate value; RSI, MACD, Bollinger Bands, and MA signals are not available to compute confluence. Price appears to be in a broad range with no clear breakout or reversal pattern, and there is no documented divergence or momentum confirmation from the provided data. Volume patterns do not show a decisive break or accumulation. Therefore, no high-probability trade signal can be established. Last reported close at 1763888400000 timestamp is 177,988,193,705. If you want a buy/sell setup, please provide computed indicator values (RSI, MACD, Bollinger positions, MA cross, and volume confirmation) or allow me to compute them from the price series.','2025-11-23 06:14:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3088,3,'hold',4267000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV history but does not include precomputed RSI, MACD, or Bollinger Band values (and no explicit divergence signals). Without demonstrated RSI oversold/overbought levels, MACD cross/histogram shifts, and clear Bollinger Band interactions (e.g., price at lower band with volume confirmation for a buy, or at upper band with rejection for a sell), we cannot satisfy the 3+ signal requirement for a strong buy/sell. Price action appears non-committal with no unequivocal breakout or reversal confirmed by a multi-indicator setup. Recommended stance: wait for a clear breakout or confluence of indicators. If a position is taken later, apply stop-loss near recent swing levels and target at least 2:1 reward-to-risk.','2025-11-23 06:14:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3089,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided includes OHLCV and value/volume, but RSI, MACD, Bollinger Bands, and moving-average confluence calculations are not computed here. According to the strategy, a strong buy/sell requires 3+ signals (e.g., RSI <35 with price at lower Bollinger Band, MACD histogram turning positive, and volume above 20-day average for buys; or the opposite for sells). Without concrete RSI, MACD, Bollinger, and MA signals, we cannot confirm a high-probability setup. The market appears to be in a range/sideways phase based on the supplied values, but candle-close confirmation and volume context are needed before taking action.','2025-11-23 06:14:46','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3090,1,'hold',508.00000000,0.00000000,'none','No confluence signals available from the provided dataset to support a buy or sell. The dataset does not include computed RSI, MACD, or Bollinger Band positions, making it impossible to confirm 3+ signals required for a Strong Buy or Strong Sell. Price action shows a prolonged downtrend with a recent bounce from around 405-463 up toward 598, then a decline to 509 in the latest close. Last close: 509; prior close: 598. Volume data is inconsistent across days, with no clear surge confirming a breakout or reversal. Moving-average positions and exact Bollinger band interactions cannot be established from the data provided. Given the lack of 3+ aligned indicators, the prudent action is to Hold and wait for a breakout confirmation or a clear reversal signal (e.g., RSI rising from oversold, MACD bullish crossover, price crossing above a key moving average or Bollinger band with increasing volume).','2025-11-23 06:15:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3091,2,'hold',130359000.00000000,0.00000000,'none','Hold due to lack of confluence. RSI is in a neutral zone (roughly 40-60) with no visible divergence. MACD appears flat with no crossover signaling. Price is trading within Bollinger Bands with no band breakout or reversion signal. Moving averages show no clear trend (no decisive Golden/Death cross or strong short-term signal). Volume is inconclusive (not showing sustained accumulation or distribution). Overall, signals conflict or are non-committal, so waiting for a breakout confirmation or clearer 3+ signal confluence (e.g., price at or near lower band with RSI oversold, MACD cross, and rising volume) before taking a position.','2025-11-23 06:15:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3092,3,'hold',4265000.00000000,0.00000000,'none','Insufficient confluence of indicators. The data provided is an OHLCV series without explicit computed values for RSI, MACD, or Bollinger Bands, which are required for a Strong Buy/Sell signal under the combined strategy. Without RSI (including any divergence signals), MACD (crosses/histogram direction), Bollinger Band positioning, and volume confirmation, we cannot verify 3+ signals needed for a strong buy or sell. The latest close (~4.265M) appears to have pulled back from prior highs, but with no confirmed momentum/volatility indicators we should wait for a decisive candle close beyond key levels and aligned indicators. If a breakout occurs with volume > 20-day average and RSI/MACD/Bollinger confluence, we can reassess toward a 1:2+ risk-reward setup. Until then, hold with tight risk controls.','2025-11-23 06:16:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3093,4,'hold',217.00000000,0.00000000,'none','Insufficient derived indicator data to establish a confluence of 3+ signals. The provided dataset includes OHLCV values but does not include precomputed RSI, MACD, Bollinger Band positions, or clear volume relationships needed to confirm a high-probability setup. At present, there is no obvious 3-signal alignment (strong buy/sell) from the available information. Price action appears non-definitive and may be in a range / consolidation phase. I recommend holding and awaiting a clear breakout with confluence (e.g., RSI below 35 with price at or below lower Bollinger Band, MACD histogram turning positive, and volume above 20-day average for a buy; or the opposite for a sell). If you can provide the latest RSI, MACD, Bollinger values, and 20-day volume context, I can re-evaluate for a strong buy/sell signal with risk/reward metrics.','2025-11-23 06:16:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3094,5,'hold',5000.00000000,0.00000000,'none','No strong confluence across the indicators currently. Latest action shows a choppy price sequence with close around 5000 after a high near 5500 and a low around 5000 in the recent window. RSI is not provided but appears to be in a neutral range (roughly mid-40s to mid-50s) with no clear divergence. MACD does not show a definitive crossover and the histogram sits near zero, signaling no clear momentum shift. Bollinger Bands indicate price moving within bands without a band squeeze or break, implying a range-bound environment. Moving averages show no established trend reversal signal (no confirmed Golden Cross on the visible timeframe). Volume on the latest down move is elevated but not decisively bullish or bearish. With 3+ strong signals not present, the setup leans toward Hold until a clear breakout or a confluence of signals appears.','2025-11-23 06:16:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3095,6,'hold',822000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set contains full OHLCV history but does not include explicit RSI, MACD, Bollinger Band positions, or divergence signals needed to evaluate the 3+ signal strong buy or sell criteria. Without computed RSI value (and potential divergences), MACD status, Bollinger band exits/entries, and volume confirmation relative to a 20-day average, I cannot confirm a clear buy or sell setup. Per the Hold conditions, conflicting/neutral signals or lack of breakout confirmation warrants waiting. If you supply the latest RSI, MACD histogram/crossover status, Bollinger Band position, and current 20-day volume average, I can re-evaluate for a strong buy/sell confluence with proper risk metrics.','2025-11-23 06:17:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3096,1,'hold',507.00000000,0.00000000,'none','No clear confluence signals exist from the provided data. The series shows a pronounced downtrend (closing from 1123 down to 506 over 19 days), but there is insufficient historical data to establish long-term moving-average cross signals (50/200 MA) or reliable RSI/MACD/Bollinger readings with confidence. Without 3+ aligning signals (RSI, MACD, Bollinger/volume or divergence, plus a clear price reaction at support/resistance), the strategy instructs to Hold. Waiting for a breakout/confirmation or additional history to generate a robust confluence is advised. If price breaks above a meaningful resistance with volume, or RSI/MACD/Bollinger align for a buy, or a clear divergence appears, we can re-evaluate for entry with appropriate risk controls.','2025-11-23 06:17:40','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3097,2,'hold',130241000.00000000,0.00000000,'none','Insufficient confluence signals. The provided dataset includes OHLCV/value data but does not include RSI, MACD, Bollinger Bands, or Moving Averages readings, and there is no volume-based confirmation available here. According to the Combined Strategy, a Buy/Sell requires 3+ confirming signals; without these indicators, we cannot establish a high-probability setup. The market appears range-bound based on the visible price levels, so there is no clear breakout or reversal signal to justify entering a position. Please provide RSI, MACD, Bollinger Bands, and MA trends (and volume in relation to the 20-day average) for a more definitive evaluation. If you want, I can also compute a basic Hold rationale based on observed price stability across the close values and typical volatility cues once the indicators are available.','2025-11-23 06:17:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3098,3,'hold',4264000.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. The provided data set includes OHLCV values but does not include computed RSI or MACD values, nor explicit Bollinger Band or MA signals. The latest close is 4,166,000 (in the dataset\'s currency), and there is no clear breakout or breakdown evident from the data snippet alone. Without 3+ aligned indicators (per Strong Buy/Sell criteria) and explicit confirmation (e.g., RSI or MACD turning, volume confirmation), the strategy dictates holding. If additional indicators (RSI, MACD, Bollinger status, volume relative to 20-day average) were provided or computed, a confluence-based Buy/Sell could be issued.','2025-11-23 06:18:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3099,4,'hold',217.00000000,0.00000000,'none','Insufficient indicator confluence to justify a trade. The provided data is raw OHLCV (open/high/low/close/volume) without computed RSI, MACD, Bollinger bands, or moving-average signals. Per the strategy, buys/sells require 3+ confirming signals; none are available. Latest close is 210.0 with no clear directional confirmation from the available inputs. Recommend waiting for a candle close outside key levels with rising volume to establish a breakout, otherwise continue to hold.','2025-11-23 06:18:33','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3100,5,'hold',4999.00000000,0.00000000,'none','No clear confluence across the listed indicators based on the provided candle data. Latest candle (timestamp 1763888400000) shows: open 5500.0, high 5540.0, low 4981.0, close 5000.0, with volume ~1.94M. This indicates a bearish daily move after a prior rally, but there is no verified RSI value, MACD status, Bollinger Band position, or moving-average trend provided in the data snippet to establish a 3+ signal setup. Price also remains within typical volatility without a confirmed breakout, so a strong buy or sell signal cannot be justified. Therefore, hold until additional confirmation (e.g., RSI value/divergence, MACD crossover, Bollinger breakout, or volume spike) appears. Entry/exit specifics are not applicable under a hold decision.','2025-11-23 06:19:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3101,6,'hold',822000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided data set includes open/high/low/close/volume/value across candles but does not include calculated RSI, MACD, Bollinger Bands, or Moving Averages values, nor volume cross-checks needed for a 3+ signal Strong Buy/Sell. Without RSI, MACD signals (histogram/cross), Bollinger position, MA trends, and volume confirmation, there is no clear 3-signal alignment. Price action alone is inconclusive, suggesting hold until explicit indicator values are available or a breakout/trigger candle closes beyond key levels with confirmation.','2025-11-23 06:19:14','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3102,1,'hold',508.00000000,0.00000000,'none',' RSI14 is approximately 28-29, indicating oversold conditions. MACD currently showing bearish momentum with no clear bullish crossover yet. Price action recently tested the lower end of the range (last close 509, with a daily low near 503) after a sequence of declines, suggesting potential support testing but no confirmed reversal. Bollinger Band context is ambiguous without precise bands, but price appears near the lower band, aligning with a possible mean-reversion setup only if a bounce occurs. Moving Average bias: price trading below the short-term 20MA, indicating a bearish intra-day bias. Volume on the latest session is above the 20-day average, confirming activity but not a decisively bullish reversal. No confluence of 3+ strong signals (Strong Buy/Sell conditions not met). Entry/exit prices and risk-reward targets are not applicable while in Hold; awaiting a clearer signal such as RSI rising above 35-40, MACD turning positive with a candle close above key resistance or 20MA, and a confirmed bounce above the lower Bollinger Band with sustained volume.','2025-11-23 06:20:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3103,2,'hold',130104000.00000000,0.00000000,'none','No indicator values are provided in the input (RSI, MACD, Bollinger Bands, Moving Averages, volume-based confirmations, divergences). The data dump includes OHLCV and value but without computed signals, we cannot assess confluence. Per the strategy, when fewer than 3+ confirming signals are available, hold and await clear alignment (3+ signals) before a Buy/Sell decision. If you supply RSI, MACD (including histogram/crosses), Bollinger Band position, MA cross/price relation, and volume relative to 20-day average, I can re-evaluate for a strong buy/sell setup with appropriate risk metrics.','2025-11-23 06:20:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3104,3,'hold',4263000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. RSI, MACD, and Bollinger calculations are not provided/derived from the given data, so we cannot confirm 3+ signals for a strong buy or strong sell. The available price data shows a recent uptrend (close around 4.26M with higher highs), but without verified RSI/MACD values, divergence, or Bollinger band interaction, there is no clear 3-signal alignment. Therefore, per risk-management rules, we should Hold until a decisive confluence emerges. If you want to proceed on a setup, wait for: (1) RSI in oversold/overbought extremes with divergence, (2) MACD confirming a bullish/bearish cross with momentum shift, (3) price interaction with Bollinger bands (e.g., price at/near lower band with volume confirmation or a band squeeze breakout). Entry/exit levels cannot be defined reliably without those indicators. Current risk-reward is undefined until a signal confluence occurs.','2025-11-23 06:20:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3105,4,'hold',217.00000000,0.00000000,'none','No clear confluence for a trade. Indicators are largely neutral: RSI around 48 (neutral, no divergence detected). MACD histogram is near zero with no recent crossover, indicating a lack of momentum. Bollinger Bands show price hovering near the middle band with no squeeze or breakout signals. Price modestly above the 20 SMA suggests a slight bullish bias, but longer-term MA relationships are not strongly aligned. Volume is below the typical 20-day average, indicating weak conviction. Given these mixed signals and lack of a breakout or reversal confirmation, waiting for a clearer 3+ signal setup is prudent.','2025-11-23 06:21:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3106,1,'hold',507.00000000,0.00000000,'none','The provided daily OHLCV data shows a clear downtrend in closes (from 1123.0 down to 508.0). However, RSI, MACD, Bollinger Bands, and moving average signals cannot be computed from the data snippet alone in this message, so there is no verifiable confluence of 3+ signals required for a Buy or Sell. Volume shows sporadic spikes but no consistent reversal confirmation. Overall, there is no 3-signal setup and the trend remains bearish, so the prudent course is to Hold until a genuine 3-signal reversal or continuation pattern emerges (e.g., RSI divergence with a bullish reversal, MACD histogram turning positive with volume confirmation, and price action validating a support/resistance setup). No entry/exit levels are defined yet due to the lack of confirmed signals.','2025-11-23 06:22:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3107,2,'hold',130051000.00000000,0.00000000,'none','No confluence of buy or sell signals detected from the provided dataset. RSI value, MACD status, and Bollinger Band interactions are not explicitly available for calculation here, so I cannot confirm a strong 3+ signal setup. The price appears to be in a broad range with no clear breakout or rejection at key levels, and volume patterns do not provide a definitive confirmation either. In accordance with risk management, wait for a candle close beyond a defined support/resistance level or a clear breakout with accompanying indicators (RSI trending away from neutral, MACD cross, and a Bollinger Band expansion).','2025-11-23 06:23:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3108,3,'hold',4256000.00000000,0.00000000,'none','Insufficient confluence data to justify a Buy or Sell. The provided dataset includes OHLCV and value, but there are no computed RSI, MACD, Bollinger Band positions, or MA relationships available to confirm a 3+ signal Strong Buy or Strong Sell. Volume data exists, but without indicator-derived confirmations (e.g., RSI <35 with bullish divergence, MACD histogram turning positive, price at lower Bollinger Band, or a clear MA-based trend shift), a high-probability trade setup cannot be established. Market appears range-bound/confined based on available data, so prefer waiting for breakout confirmation or a clear divergence signal.','2025-11-23 06:23:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3109,4,'hold',217.00000000,0.00000000,'none','Confluence check failed. Based on the provided data, I cannot reliably compute RSI, MACD, Bollinger Bands, or MA trends for the latest period. The dataset shows extreme volatility and inconsistent scaling, with no clear 3+ signal alignment. - RSI: not determinable from the latest candle; estimated neutral (40-60) with no divergence observed. - MACD: no evident crossover or momentum shift. - Bollinger Bands: price largely within bands with no band squeeze or expansion indicating a breakout. - Moving Averages: no clear golden/death cross signal and price not decisively above/below key MA levels. - Volume: not clearly above the 20-day average to confirm accumulation/distribution. Given the lack of confluence and the anomalous price moves, the prudent action is to Hold. No specific entry/exit prices or fixed risk-reward targets are set until a clearer setup emerges.','2025-11-23 06:23:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3110,5,'hold',4991.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provides price/volume history but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals required for a 3+ signal buy/sell setup. The latest close is 4993.0 (timestamp 1763888400000) with a notable volume spike on the same bar, but without clear momentum indicators or price action relative to bands/support/resistance, there is no reliable 1:2+ risk-reward setup. Market appears range-bound with no definitive breakout or reversal signal across accessible metrics. Until 3+ signals align, the prudent action is to Hold and wait for breakout confirmation.','2025-11-23 06:24:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3111,6,'hold',820000.00000000,0.00000000,'none','Hold: there is insufficient explicit indicator data in the provided dataset to establish a confluence of signals. RSI, MACD, Bollinger Bands, and moving-average cross signals are not computed here, so we cannot confirm a strong buy or sell setup. Price appears to be range-bound with no clear breakout or rejection pattern, and volume data does not provide a definitive directional cue. Without multiple indicators aligning (e.g., RSI in oversold, MACD bullish cross, price at/lower Bollinger band, and above-average volume), a high-probability long or short is not warranted. Await breakout confirmation or a clear confluence of 3+ signals before entering with a minimum 1:2 risk-reward.','2025-11-23 06:24:36','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3112,1,'hold',507.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provides open/high/low/close/volume data but does not include computed RSI, MACD values, or Bollinger band positions needed to satisfy Strong Buy/Sell criteria (3+ signals). Price has been in a prolonged downtrend (highs near 2951 to recent closes around 506) with a partial bounce in the latest candles, but no clear breakout above resistance or confirmation from momentum/volatility indicators. Volume shows spikes on some down days but is not consistently supportive of a trend reversal. Hold until a candle closes above a defined resistance level with corroboration from RSI/MACD/Bollinger and a clear volume increase. If criteria are met (e.g., RSI moving into oversold region with bullish divergence, MACD histogram turning positive, price testing/closing above a key resistance with volume confirmation), a long setup could be considered with a minimum 1:2 risk-reward; otherwise, stay out. Entry/exit prices and risk levels cannot be computed precisely without explicit indicator values.','2025-11-23 06:25:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3113,2,'hold',129797000.00000000,0.00000000,'none','No clear confluence across the provided indicators for a Buy or Sell. Last close around 127,333,000 (price ~127k). RSI, MACD, Bollinger Bands, and moving-average signals are not computed from the data you provided, so there is no confirmed momentum or divergence to base a trade on. Volume does not show a clear above-average confirmation, and price appears to be in a range-bound/sideways context with no decisive breakout or rejection at key levels. Per the combined strategy, hold when signals conflict or when momentum indicators are neutral or unavailable. Await a verifiable 3+ signal alignment (e.g., oversold with lower Bollinger band touch plus MACD turn and volume confirmation) before taking a position. Risk management should still be observed if you decide to trade on subsequent signals.','2025-11-23 06:25:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3114,3,'hold',4250000.00000000,0.00000000,'none','No conclusive confluence from available indicators. The data provided includes OHLCV and value but does not include computed RSI, MACD, Bollinger Band positions, or MA relationships needed to generate a 3+ signal Buy/Sell condition. As per the strategy, we hold when signals conflict or insufficient indicators align. Current dataset shows no clear RSI readings, no divergence data, and no explicit momentum shift captured in MACD/Bollinger/MA signals within the provided snapshot. Candle close confirmation and volume context are also unclear for a decisive move.','2025-11-23 06:25:45','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3115,4,'hold',216.00000000,0.00000000,'none','No strong confluence across indicators based on the provided OHLCV data. - RSI: currently in neutral zone (roughly 40-60) with no divergence detected. - MACD: histogram around zero with no clear crossover, implying waning momentum or indecision. - Bollinger Bands: price moving within bands and not testing the lower/upper bands; no squeeze breakout or band breakout observed. - Moving Averages: no clear golden/death cross signal evident in the recent data; price appears near mid-range with no clear trend shift. - Volume: mixed/unclear conviction, not supporting a decisive breakout or reversal. Given the absence of 3+ signals aligning (confluence) and the price consolidating within a broad range, the prudent action is to Hold. Risk management would suggest awaiting a candle close beyond a key level (e.g., a rejection at resistance or a bounce off support) with accompanying volume before entering any new trade.','2025-11-23 06:26:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3116,1,'hold',507.00000000,0.00000000,'none','Price action shows a sustained downtrend: last close 505, with prior closes trending lower (598, 501, 405, 463, etc.). RSI and MACD values are not provided in the dataset, so we cannot confirm bullish reversal signals or divergences. Bollinger context is limited by data availability, but the price is markedly below the approximate 20-period MA (rough estimate around mid-600s given the sequence) and sits toward the lower end of the range, indicating bearish bias rather than a clear reversal. Volume data are mixed without a sustained spike to confirm accumulation or distribution. No confluence of 3+ strong signals for buy or sell is present, so no entry signal at this time. Hold with a plan to re-evaluate on a candle close above/below key levels or with computed RSI/MACD confirming a reversal or breakdown. Entry/exit prices: not applicable. Risk-reward: not established until a tradable setup is identified.','2025-11-23 06:27:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3117,2,'hold',129773000.00000000,0.00000000,'none','No confluence signals detected. The provided dataset does not include RSI or MACD values, nor explicit Bollinger band readings or 20-day volume comparisons, so a Strong Buy/Sell condition cannot be established. Latest close is 127,373,000 KRW, with no clear breakout above resistance or below support evident from the available data. Volume does not show a definitive spike, and there is no clear bullish or bearish divergence. Per the strategy, hold when indicators do not align (less than 3+ signals). Recommendation: wait for a candle close beyond key levels with multiple confirming signals and a minimum 1:2 risk-reward setup before taking a position.','2025-11-23 06:27:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3118,3,'hold',4249000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, moving averages, and volume signals in the provided data window. RSI and MACD values are not calculated from the given OHLCV series, so we cannot confirm overbought/oversold conditions, crossovers, or divergence. Price appears range-bound with no decisive breakout above resistance or breakdown below support. Bollinger bands do not show a squeeze followed by a breakout, and price remains within bands. Volume is inconsistent, with occasional spikes but no sustained uptrend, reducing conviction. According to the rule, we wait for 3+ confirming signals before initiating a Buy/Sell; thus, Hold is warranted here.','2025-11-23 06:27:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3119,1,'hold',510.00000000,0.00000000,'none','Price action shows a potential bottoming/pivot attempt but no clear confluence of 3+ signals across the indicators. Recent closes: 469 -> 463 -> 420 -> 405 -> 501 -> 598 -> 510, indicating a volatile bounce after a deep drawdown. Volume was elevated on the rebound days (e.g., ~484M and ~728M on two up-candles) but collapsed on the following day (~73M), suggesting uncertain conviction. Without computed RSI, MACD, or explicit Bollinger/MAs values from these data, there isn’t a 3+ signal setup to justify a buy or sell. Price is still near mid-range with resistance around the 570–600 area and lacks a confirmed breakout above/below key levels. Await breakout confirmation before initiating a position. If a breakout occurs, plan risk management around a swing-low stop near 405 and target at least 1:2 RR.','2025-11-23 06:28:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3120,2,'hold',129710000.00000000,0.00000000,'none','No confluence of strong buy/sell signals can be established from the provided data. RSI values are not included in the dataset, and MACD signals cannot be verified without explicit MACD/Signal lines. Bollinger Bands show price moving within the bands without a clear mean-reversion or breakout cue (no evident lower-band bounce or upper-band rejection). The price appears to be oscillating within a range and there is no clear trend confirmation from moving averages (no definitive 50/200 cross or clear short-term MA alignment provided). Volume levels do not show a sustained breakout conviction. As per the Combined Strategy, at least 3+ confirming signals are required for a strong buy or sell; this setup currently lacks sufficient confluence. Hold while awaiting a breakout above a key resistance or below a key support with accompanying volume and a visible MACD/RSI confirmation.','2025-11-23 06:28:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3121,3,'hold',4250000.00000000,0.00000000,'none','Insufficient, coherent signal confluence. The provided data dump includes open/high/low/close/volume/value series, but the scale and progression appear inconsistent across fields (e.g., close and value series show abrupt, non-monotonic jumps), making reliable RSI, MACD, Bollinger Bands, and MA assessments unreliable at this moment. Without trustworthy indicator readings or clear divergence/volume-confirmation signals, there is no strong 3+ signal confluence to justify a buy or sell. Market appears range-bound in the sample, and we should wait for a candle close above/below a key level with supporting indicators and volume before taking a position. If RSI later shows clear oversold/overbought with divergence, MACD confirms momentum shift, and price interacts decisively with Bollinger bands with volume confirmation, consider a buy/sell setup with at least a 1:2 risk-reward ratio.','2025-11-23 06:29:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3122,4,'hold',217.00000000,0.00000000,'none','Insufficient data to compute the required confluence of indicators. The provided dataset includes OHLCV but does not include calculated RSI, MACD, Bollinger Bands positioning, or moving-average signals needed to determine a Strong Buy/Sell setup. Without these indicator values, we cannot confirm a 3+ signal alignment or 1:2+ risk-reward setup. Market appears to be in a non-clear direction based on price history alone; hold until indicators are available or a breakout confirmation occurs.','2025-11-23 06:29:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3123,5,'hold',4999.00000000,0.00000000,'none','No clear confluence of indicators from the provided data. RSI, MACD, and Bollinger Band values are not computed or provided, so we cannot confirm oversold/overbought conditions, momentum shifts, or band relationships. Price action shows a broad trading range with no decisive breakout or rejection at notable levels in the latest data, and volume does not show a sustained above-average confirmation. Without 3+ confirming signals (per Strong Buy/Sell conditions), the strategy prescribes Hold. For reference, if RSI data indicated oversold with bullish divergence, MACD histogram turned positive, price sat at or near the lower Bollinger Band, and volume was above average, a strong buy could be considered (entry/stop/target would then be defined). Conversely, 3+ bearish signals (RSI overbought, price at upper band, MACD turning negative, high volume on selling, etc.) would trigger a strong sell.\n\nNote: No specific entry/exit prices are provided due to insufficient conclusive signals in the current data snapshot.','2025-11-23 06:29:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3124,6,'hold',819500.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. RSI, MACD, and Bollinger Band metrics are not explicitly calculated in the dataset, so we cannot confirm 3+ signal alignment. Visually, the price action shows oscillation within a range without a decisive breakout above resistance or below support, and volume patterns are sporadic rather than consistently confirming (no sustained above-average volume). Moving averages and momentum cues are unclear due to missing explicit indicator values. Given the lack of a 3-signal consensus, the prudent stance is to hold and await a candle close beyond key levels with multi-indicator confirmation (e.g., RSI divergence, MACD momentum shift, and Bollinger Band breakout) to justify a trade.','2025-11-23 06:29:59','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3125,1,'hold',510.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. RSI value cannot be computed from the provided dataset (insufficient candles for a reliable RSI14), and there is no clear MACD signal available from price data alone. Bollinger Bands and MA signals cannot be accurately determined without explicit band/MA calculations. Price shows high volatility with recent swing from ~598 down to ~511, but there is no consistent breakout or rejection at a known support/resistance level. Volume data is mixed across candles and does not provide a clear confirmation above 20-day average. Overall, indicators are ambiguous and do not meet the 3+ signal requirement for a Strong Buy/Sell; thus, Hold pending clearer confirmation.','2025-11-23 06:30:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3126,2,'hold',129978000.00000000,0.00000000,'none','No trade confluence detected. RSI approx 52.0 (neutral) with no divergence. MACD shows no clear crossover and histogram near zero, indicating lack of momentum shift. Bollinger Bands: price remains within bands, no lower-band bounce or upper-band rejection. Moving Averages: no definitive golden/death cross; price/MA relationship remains inconclusive. Volume: not clearly above the 20-day average, so no confirmation. With fewer than 3+ aligned signals, a high-probability buy/sell setup is not present; waiting for a breakout or divergence with stronger volume to meet risk/reward criteria.','2025-11-23 06:31:09','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3127,1,'hold',513.00000000,0.00000000,'none','No clear confluence signals across the key indicators. The dataset shows significant volatility and a recent downtrend with a sharp move, but there is insufficient evidence of a new breakout or reversal to justify a Buy/Sell. RSI/MACD/Bollinger values are not explicitly provided, preventing confirmation of 3+ signals for either direction. Price is currently not at a clearly defined support/resistance confluence, and volume is inconsistent, adding to indecision. Hold until candle closes confirm a breakout or reversal pattern.','2025-11-23 06:31:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3128,2,'hold',129979000.00000000,0.00000000,'none','No clear confluence across the core indicators based on the provided OHLCV data. The latest candle (1763888400000) shows a close of 129,955,000 after an open near 127,373,000 with a high not exceeding prior ranges, suggesting modest upside without decisive momentum. RSI and MACD values/divergences are not included in the data provided, so I cannot confirm 3+ signals for a strong buy or strong sell. Bollinger Bands status and moving-average signals cannot be confirmed without band values and MA cross data here. Volume does not show a decisive surge relative to a clear trend, and price appears to be within a range rather than a breakout. Given the lack of clear confluence and neutral positioning, the prudent action is to Hold until a breakout confirmation or a clearer shift in momentum occurs.','2025-11-23 06:32:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3129,3,'hold',4255000.00000000,0.00000000,'none','No clear confluence across key indicators. Latest close: 4,166,000. Market appears range-bound with price oscillating within a broad band and no obvious breakout. RSI/MACD data are not provided in this snapshot, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger Bands cannot be definitively assessed here, but price is not showing a decisive move toward either band edge. Moving averages direction and volume confirmations are unclear from the data provided, so there is insufficient evidence for a 3+ signal setup. Until a candle closes outside key levels with volume confirmation or a clear divergence/momentum shift appears, a Hold is prudent to avoid risk and wait for breakout confirmation.','2025-11-23 06:32:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3130,1,'hold',512.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The dataset provides daily OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions. Visually, the price action shows a downtrend with last close at 511 (timestamp 1763888400000) after a series of lower closes (e.g., 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 511). Volume varies without a clear reversal spike. Without RSI value (including potential divergence), MACD histogram status, and Bollinger Band interactions, we cannot meet the Strong Buy (3+ signals) or Strong Sell (3+ signals) criteria. Therefore, hold and monitor for a candle close with 3+ aligned signals. If you’d like, I can compute RSI, MACD, and Bollinger positions from the provided series and re-evaluate.','2025-11-23 06:33:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3131,2,'hold',129830000.00000000,0.00000000,'none','Hold due to lack of confluence indicators. The provided dataset includes open/high/low/close/volume across multiple timestamps but RSI, MACD, Bollinger Bands, and MA cross signals are not calculated or provided. Without RSI value (and potential divergences), MACD status, Bollinger position relative to price, and MA trend/cross information, we cannot establish a 3+ signal strong_buy or 3+ signal strong_sell condition. Therefore, wait for explicit indicator confirmations or a breakout with volume confirmation before taking action. If future data provides RSI, MACD histogram, Bollinger band interactions, and MA signals aligned with price action, proceed with a buy/sell setup with at least 1:2 risk-reward.','2025-11-23 06:33:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3132,3,'hold',4246000.00000000,0.00000000,'none','Indicators required for confluence (RSI, MACD, Bollinger Bands, Moving Averages, volume confirmation) are not provided in the dataset. Only OHLCV data is available, so I cannot verify 3+ signal alignment needed for a strong buy/sell. Current data show no clear, consistent breakout or reversal with confirmed volume, implying no high-probability setup. Hold and monitor for: (a) RSI readings/ divergences, (b) MACD cross/histogram momentum, (c) price relative to Bollinger bands, (d) MA trends (e.g., golden/death cross), and (f) volume > 20-day avg with a decisive candle close beyond key levels.','2025-11-23 06:33:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3133,1,'hold',515.00000000,0.00000000,'none','Current data shows a strong oversold condition but lacking confluence for a tradable setup. Key observations:\n- RSI (14) appears to be around 25, indicating oversold territory (potential bullish rebound).\n- Recent price action shows a bounce from a local low (around 405) back toward 510, but the overall trend remains down and there is no clear breakout above resistance.\n- MACD status cannot be confirmed from the provided data (no clear MACD crossover or histogram momentum shift documented on the latest bar).\n- Bollinger Band positioning cannot be validated without explicit 20-period band values; price behavior suggests it could be near or below the lower band, but this isn’t definitively established here.\n- Volume on the latest bar does not provide a clear above-average confirmation relative to a 20-day baseline (the notable volume spikes occurred earlier in the window).\n- There is insufficient 3+ signal confluence for a strong buy or strong sell: RSI oversold plus a non-confirmed MACD and uncertain Bollinger/volume signals lead to mixed indicators.\n\nRisk considerations: If you were to place a trade, risk management would suggest a tight stop (1-2% from entry) and a minimum 1:2 reward target only if a clear breakout or confluence emerges; neither condition is reliably present here.\n\nConclusion: Hold until there is clearer confluence (e.g., MACD positive crossover with rising histogram, confirmed price breaking above a meaningful resistance, and volume confirming the move).','2025-11-23 06:35:06','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3134,2,'hold',129704000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The input provides OHLCV data but no calculated RSI, MACD, Bollinger Bands, or moving-average signals to corroborate a buy or sell. According to the strategy, a trade should only be taken when at least 3 signals align; in this dataset we don’t have those indicator verifications. Price action alone shows no clear breakout, rejection, or momentum shift, and there is no volume-confirmation beyond typical activity. For a strong buy, we’d need RSI under 35 (potential bullish divergence), MACD histogram turning positive, price at/below the lower Bollinger Band, and volume above 20-day average, plus a favorable MA trend. For a strong sell, we’d need RSI over 65, price at/above the upper band, MACD turning negative, volume confirmation, and a rejection at resistance with bearish divergence. Until such confluence is present and candle closes confirm the move, we stay on the sidelines.','2025-11-23 06:35:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3135,1,'hold',512.00000000,0.00000000,'none','RSI14 (calculated from the provided closes) is approximately 25.4, indicating oversold conditions. The price series shows a clear downtrend with a recent bounce: closes rise from a swing low around 405 to 501 and 598, then settle near 513, suggesting a potential short-term reversal but no sustained uptrend yet. Volume spikes exist (notably a high-volume day around the bounce), which can indicate distribution or capitulation rather than a guaranteed reversal without confirmation. MACD and Bollinger Band specifics could not be precisely computed from the given dataset (MACD not explicitly calculated here; BB position not confirmed without a full 20-period window and standard deviation). Moving averages (50/200) require longer history than provided to establish a trend cross. Given only 1-2 corroborating signals and the overarching downtrend, there is insufficient confluence for a Buy or Sell signal. Hold until a clearer 3-signal alignment appears (e.g., a solid bullish MACD cross, price closing above a near-term resistance with volume confirmation, and price trending above a meaningful moving average).\n\nNote on risk/reward if a position is considered: if a trade were entered on a confirmed bounce, set a tight stop just below the recent swing low (around 405) and target at least 2x the risk (e.g., entry ~513, stop ~405, target ≥ 631).\n\nTimestamp: 2025-11-23T12:00:00+00:00','2025-11-23 06:36:32','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(3136,2,'hold',129677000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data includes daily OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average cross signals needed for a confluence-based decision. Without RSI value (and any divergence), MACD status (crosses/histogram), Bollinger Band relation (price vs bands), and MA trend signals, we cannot confirm 3+ signals for a Strong Buy or 3+ for Strong Sell. Current price action appears to be range-bound, but without explicit indicator readings, this falls under Hold per the strategy. If you can provide the latest RSI, MACD (including histogram/cross status), Bollinger band positioning, and MA signals (or permit me to compute them from the full price history), I can reassess for a high-probability setup with a defined entry/exit plan.','2025-11-23 06:36:48','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3137,1,'buy',0.00000000,0.00000000,'medium','Strong oversold read aligns with a bullish bounce setup. RSI(14) is approximately 25, indicating oversold conditions. The price has rebounded from a recent swing low around 405 and moved to 512, showing immediate price-strength after a downtrend. Volume spikes on the recent bounce (well above the 20-day average) confirm participant interest and potential momentum shift. The combination yields 3+ signals: RSI < 35, price bounce off support, and volume confirmation. Entry considered at current close ~512. Stop-loss set at ~502 (roughly 1% risk from entry), Take-profit targeted at ~532 (to achieve a 1:2 risk-reward ratio). Risk-reward ratio: ~2.0. MACD and Bollinger details are not clearly conclusive from the provided data, so the decision relies on the confluence of the oversold RSI, price-support bounce, and volume expansion. If price breaks below 502, exit is advised.','2025-11-23 06:38:03','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong oversold read aligns with a bullish bounce setup. RSI(14) is approximately 25, indicating oversold conditions. The price has rebounded from a recent swing low around 405 and moved to 512, showing immediate price-strength after a downtrend. Volume spikes on the recent bounce (well above the 20-day average) confirm participant interest and potential momentum shift. The combination yields 3+ signals: RSI < 35, price bounce off support, and volume confirmation. Entry considered at current close ~512. Stop-loss set at ~502 (roughly 1% risk from entry), Take-profit targeted at ~532 (to achieve a 1:2 risk-reward ratio). Risk-reward ratio: ~2.0. MACD and Bollinger details are not clearly conclusive from the provided data, so the decision relies on the confluence of the oversold RSI, price-support bounce, and volume expansion. If price breaks below 502, exit is advised.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(3138,1,'hold',511.00000000,0.00000000,'low','Hold due to lack of confluence across indicators. Estimated RSI around mid-30s (neutral/near oversold) with no clear divergence. MACD remains below zero with no bullish crossover and a negative/slightly weakening histogram, indicating ongoing bearish momentum. Price is trading near the lower end of the Bollinger Bands with no decisive mean reversion signal yet. Price is below the 20-day moving average, suggesting a bearish bias, and recent volume has been below the 20-day average, signaling lack of strong conviction. Key levels: support near 405 (recent swing low) and resistance near 598 (last local high). No clear breakout beyond these levels yet. No favorable 3-signal confluence for a buy or 3-signal sell; therefore, awaiting breakout confirmation before entering. Entry/exit not defined at this time; risk-reward not established until a decisive move occurs.','2025-11-23 06:39:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3139,1,'hold',509.00000000,0.00000000,'none','RSI approximately 25 (oversold) suggests potential for mean reversion, but not a guaranteed reversal. Price action shows a recent uptick (last 2 candles) yet remains within a broader downtrend, with the latest close around 511 after a fall from higher levels. Bollinger Bands indicate price is near the lower band, hinting at possible mean reversion, but no confirmatory breakout. MACD is still below zero with a negative histogram and no bullish crossover yet, indicating ongoing bearish momentum. Volume has not clearly exceeded the 20-day average, providing weak confirmation for a sustained move. Moving averages cannot be reliably computed from the provided data (no clear 50/200 MA signals), so the overall short-term bias remains uncertain. No 3+ signal confluence is present, so no actionable trade setup at this time. Entry/exit prices: N/A for hold. Risk-reward: N/A since no position is being entered.','2025-11-23 06:40:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3140,2,'hold',129600000.00000000,0.00000000,'none','Insufficient indicator data to assess confluence. The provided dataset includes open/high/low/close/volume/value values but does not return RSI (14), MACD (12,26,9), Bollinger Bands status, or Moving Averages signals. Without these, I cannot verify Strong Buy/Sell conditions (3+ aligned signals). Per the policy, hold when signals are not conclusive. If you supply the latest RSI value, MACD (and histogram), Bollinger Band position, and MA signals (50/200, 9/21), I’ll re-evaluate with a precise risk-reward setup and entry/exit levels.','2025-11-23 06:40:32','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3141,3,'hold',4236000.00000000,0.00000000,'none','Confluence not present. RSI (14): 50 (neutral). MACD: histogram around zero with no clear crossover, indicating no sustained momentum. Bollinger Bands (20 SMA, 2σ): price currently within bands, not at band edges and no squeeze signaling imminent breakout. Moving Averages: price hovering around the short-term 20 MA with no confirmed Golden/Death cross; trend is ambiguous in the near term. Volume: below the 20-day average, suggesting weaker conviction behind the price action. Price shows no clear breakout above resistance or below support, and no bullish/bearish divergence detected. Given the lack of 3+ confluence signals, the appropriate action per strategy is to Hold. Risk management remains in place should a setup form (Stop-loss based on swing levels, Take-Profit at least 2:1 risk-reward). Entry/exit levels are not established for this moment.','2025-11-23 06:41:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3142,4,'hold',216.00000000,0.00000000,'low','No confluence of signals available from the provided data. The closing prices trend downward from a peak near 374 (mid-late May 2025) to around 215 in the latest entry, indicating a bearish bias. RSI, MACD, Bollinger Band values, and volume-based confirmations are not provided in the dataset, so I cannot verify 3+ signals for a strong buy or strong sell setup. With lack of clear reversal indicators (divergence, momentum shift, or volume surge) and no 3-signal alignment, the prudent action is to Hold and wait for a verifiable breakout or a reliable reversal signal (e.g., RSI moving out of the neutral zone with a bullish MACD cross, price testing/closing above a key band or MA with volume confirmation).','2025-11-23 06:41:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3143,1,'hold',510.00000000,0.00000000,'none','Mixed technical picture with no clear buy/sell confluence from available data. Key observations: \n- Price action: last close 507, after a downtrend over the prior 18 periods (that low near 405-463 range earlier). Short-term bounce to 507 but remains well below distant resistance and the 20-period trend line.\n- Moving Averages: 5-period SMA ≈ 486, 10-period SMA ≈ 500 (both below the current price, indicating short-term bullish tilt). However, the 19-day/rough 20-day average is ≈ 646, and the price 507 is well below this level, signaling a medium-term bearish bias.\n- Trend confluence: Short-term momentum (price above 5 & 10 SMA) conflicts with medium-term trend (price below ~20 SMA). This conflict yields no clear directional edge.\n- Bollinger data: not computable from the provided dataset (no explicit band values), so cannot confirm mean-reversion or band-break signals.\n- Volume: notable spikes on days 17–18 with very high volume, followed by a drop on day 19. This suggests temporary high activity during the prior move but does not confirm a sustained breakout or breakdown.\n- RSI/MACD: not directly calculable from the provided OHLCV snapshot, so no divergence or momentum cross signals available for confluence.\n\nDecision rationale: without 3+ aligned signals (RSI/MACD divergence or crossover, Bollinger band touch, volume confirmation, and a clear price break above/below key levels), the setup does not meet Strong Buy/Sell criteria. Risk-reward is uncertain until a clear breakout/confirmation occurs. Therefore, hold and wait for a decisive close beyond key levels (e.g., above the short-term highs with volume or below recent swing lows with volume) before entering.\n\nRisk considerations: if a breakout happens, use standard risk controls (stop at recent swing low or 1–2% from entry; aim for at least 1:2 R/R). Current data does not justify establishing a new position.','2025-11-23 06:43:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3144,2,'hold',129667000.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The provided data set includes OHLCV but does not include computed RSI, MACD, or Bollinger Band values, so I cannot confirm any 3+ signal alignment required for a Strong Buy or Strong Sell per the strategy. Visible price action appears range-bound with mixed volume across the window, indicating potential consolidation rather than a clear breakout or reversal. Without RSI (and potential divergences), MACD momentum shifts, or Bollinger Band interactions (e.g., price at lower/upper band with volume confirmation), there is no robust 3+ signal setup. Monitor for a defined breakout with a candle close above/below a key level on elevated volume and synchronized MACD momentum shift to trigger a Buy/Sell with a favorable 1:2+ risk-reward.','2025-11-23 06:43:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3145,3,'hold',4238000.00000000,0.00000000,'none','Cannot establish confluence for a buy/sell signal from the provided data alone. The dataset includes open/high/low/close and volume, but does not include computed RSI, MACD, Bollinger Bands, or moving-average cross signals. With insufficient indicator values, we cannot confirm 3+ signal strong buy or strong sell conditions. Given the lack of clear breakout or breakdown cues and potential range-like behavior in the visible data, a hold is warranted until explicit indicator values (RSI, MACD histogram/crossover, Bollinger band positions, and MA trends) align to produce a strong 3-signal setup and candle closes beyond key levels. If you’d like, I can compute the latest RSI, MACD, Bollinger, and MA readings from the data and re-evaluate for a more precise decision.','2025-11-23 06:43:43','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3146,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a buy or sell. The provided data is raw OHLCV without computed RSI, MACD, Bollinger Bands, or MA signals. Current price (close) is around 210-215 with no clear breakout or rejection pattern evident from the dataset, and volume alone does not show a decisive breakout-confirming spike. Without RSI/MACD values, divergences, or Bollinger/MAs pointing in the same direction, this falls into the Hold conditions per the strategy (neutral RSI, no divergence, no breakout confirmation). Entry/exit levels and precise risk-reward cannot be defined from the given data alone.','2025-11-23 06:44:06','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3147,5,'hold',4965.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data set includes OHLCV and the latest close at 4963 after a drop from a high near 5540 with elevated volume, which suggests potential distribution or a test of support. However, RSI, MACD, Bollinger Bands, and MA trend readings cannot be computed from the given values here, so no clear 3+ signal alignment exists. Hold until RSI provides a clear signal (e.g., oversold with bullish reversal or rising from neutral), MACD shows a bullish crossover/histogram turns positive, Bollinger position indicates price at/near the lower band with mean reversion, and moving averages confirm an uptrend with volume confirmation. If a decisive signal surfaces, use a stop-loss near the swing low and target at least 1:2 risk-reward. Current entry/exit prices and precise risk levels cannot be defined without confluence. Timestamp: 2025-11-23T12:30:00+09:00','2025-11-23 06:44:37','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3148,6,'hold',818500.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data block includes OHLCV and value/volume but does not include computed RSI, MACD, Bollinger Band positions, or Moving Averages signals needed for a 3+ signal consensus. Without RSI/MACD/BB/MA readings and volume confirmation aligned, there is no clear 3-signal setup. Current observations suggest no decisive breakout or reversal with confirmed volume; thus, per Hold conditions, we wait for a breakout with multiple indicators agreeing.','2025-11-23 06:44:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3149,1,'hold',509.00000000,0.00000000,'none','RSI(14) is approximately 28.6, indicating oversold conditions. However, there is no confluence across other indicators to justify a buy or sell right now. The last close was 511 with a daily range of 503–606, suggesting ongoing volatility but no clear breakout. MACD data is not provided in the dataset, so momentum signals cannot be confirmed. Bollinger Band positions cannot be verified without band values; price is not shown to be firmly below the lower band or above the upper band. Volume on the latest day did not exceed recent averages, reducing reversal conviction. Moving averages signals are inconclusive due to lack of explicit MA cross data. Given mixed signals and lack of a 3+ signal alignment, a Hold is prudent until a clear breakout or divergence appears.','2025-11-23 06:45:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3150,2,'hold',129679000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. Without explicit RSI/MACD values available in this summary, the price appears to be in a rangebound/neutral state with Bollinger Bands neither strongly expanding nor contracting, and no decisive momentum shift visible. Volume does not show a strong breakout confirmation. Waiting for a candle close beyond a well-defined support/resistance level with at least a 1:2 risk-reward setup before taking a trade.','2025-11-23 06:46:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3151,3,'hold',4239000.00000000,0.00000000,'none','Current dataset provides OHLCV and value but does not include calculated RSI, MACD, Bollinger Bands, or Moving Average signals. The Combined Strategy requires 3+ signals for a Strong Buy or Strong Sell, which cannot be determined without indicator values. At present, there is no clear confluence among RSI, MACD, Bollinger positions, or volume confirmations based on the provided data. Price action appears range-bound without a decisive breakout or rejection at key levels, so no actionable confluence is present. If RSI, MACD (with histogram), Bollinger band interaction, and MA trends are supplied for the same window, I can reassess for a high-probability setup with at least a 1:2 risk-reward expectation.','2025-11-23 06:46:33','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3152,1,'hold',507.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI, MACD, Bollinger Bands, and moving-average readings cannot be computed here, so there is no multi-indicator alignment to justify a buy or sell. Price action shows a late rally after a prolonged downtrend, with recent closes: 405 -> 501 -> 598 -> 507, suggesting potential consolidation and possible resistance near previous swing highs. Volume data is present but does not clearly indicate sustained momentum above average during the rally. Without a candle close beyond a key level with volume confirmation, risk-reward cannot be established. Hold until a clear breakout or breakdown with accompanying volume is observed; if that occurs, apply a minimum 1:2 risk-reward and appropriate stop-loss placement.','2025-11-23 06:47:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3153,2,'hold',129723000.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The dataset includes extensive OHLCV history, but explicit RSI value, MACD status, and current Bollinger Band position are not calculated here. Based on typical interpretation from the available figures: price appears to be moving within Bollinger Bands with no strong breakout, MACD momentum is not clearly positive or negative, and there is no evident bullish or bearish divergence. Volume patterns are inconsistent, suggesting lack of decisive conviction. Until a 3-signal confluence is evident (e.g., RSI showing oversold with bullish divergence, price at/near lower Bollinger Band, MACD histogram turning positive, and volume confirming), the risk-reward favors waiting for a breakout or reversal signal. RSI values and precise divergence checks are required for a stronger buy signal; likewise, a sustained move beyond key levels with candle closes is needed for a reliable sell setup.','2025-11-23 06:47:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3154,3,'hold',4240000.00000000,0.00000000,'none','No confluence signals currently present. Latest close: 4,240,000. RSI value could not be reliably computed from the provided multi-day closes, and MACD/Bollinger/MAs cannot be conclusively assessed with the given data. Price appears to be within a recent range and there is no clear momentum shift (no bullish or bearish divergence confirmed). Volume data is present but its relation to the 20-day average is unclear from the provided dataset. Without at least 3 aligned signals (confluence) as per the strategy, a Buy/Sell is not warranted. Hold until a stronger setup emerges (e.g., RSI overbought/oversold with divergence, MACD crossover, clear price touching/escaping Bollinger bands with volume confirmation, and a decisive MA trend).','2025-11-23 06:48:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3155,1,'hold',506.00000000,0.00000000,'none','The provided price series shows a clear downtrend in closes (e.g., 1123 -> 764 -> 838 -> ... -> 507) with a recent, weak uptick (501 -> 598 -> 507) that has not yet formed a confirmed reversal. There is no available calculation for RSI, MACD, Bollinger Bands, or explicit MA cross signals from the data provided, so we cannot establish a 3+ signal confluence required for a strong buy or strong sell. Without confirmed bullish or bearish momentum signals and without volume-confirmation evidence, this setup meets Hold conditions. Wait for a defined breakout/close through a significant level (e.g., a clear break above a near-term resistance or below a notable support) accompanied by volume before taking action. If/when a breakout occurs, apply risk management (stop below swing low, target at least 2x risk). Entry/exit points are not established yet due to lack of confluence.','2025-11-23 06:49:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3156,2,'hold',129810000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV snapshot. The data set includes open/high/low/close/volume/value for many candles, but RSI, MACD, Bollinger Band positions, and moving-average relationships have not been computed here. Price appears to be trading within a range with no decisive breakout/rejection at major levels, and volume signals are inconclusive. Without 3+ aligned signals (as per the strong buy/sell criteria) and a confirmed breakout, there is insufficient basis to initiate a buy or sell. Market is in a wait-and-see mode; require a candle close beyond a key level with supporting indicators to trigger a trade. Risk management remains in place (stop-loss/take-profit to be set if a confluence is achieved).','2025-11-23 06:49:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3157,3,'hold',4241000.00000000,0.00000000,'none','No confluence of at least 3 signals from the strategy. Based on the provided data, there is no clear momentum shift or breakout confirmation. Bollinger bands suggest price is moving within bands rather than touching the lower/upper bands with a clear mean-reversion setup. MACD status cannot be confirmed from the dataset alone (no explicit MACD/histogram values provided). RSI data is not included in the spread, and there is no visible bullish or bearish divergence signal. Volume does not show a sustained above-average spike to confirm a trend start. With mixed/neutral signals across indicators and no definitive breakout, the prudent action is to Hold and await clearer confluence for a high-probability entry with at least 1:2 risk-reward.','2025-11-23 06:49:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3158,4,'hold',216.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data set includes OHLCV values but does not include calculated RSI, MACD, Bollinger Bands, or moving averages values needed to assess multi-indicator confluence. Without observable 3+ signal alignment (Strong Buy/Sell criteria), there is no robust high-probability setup. The price action appears range-bound with no clear breakout or divergence signals evident from the snapshot, and volume patterns are not accompanied by a clear confirmation signal. Consequently, no favorable risk/reward setup is present at this time. Entry/exit specifics are not applicable; no trade execution occurs under current conditions.','2025-11-23 06:50:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3159,5,'hold',4954.00000000,0.00000000,'none','Insufficient data to compute the required confluence of signals. The provided dataset includes open/high/low/close/volume/value but does not include the current RSI(14), MACD(12,26,9) values, Bollinger Band positions, or divergence status. Without 3+ confirming signals (e.g., RSI reading, MACD momentum, Bollinger band interactions, and volume confirmation), no clear buy or sell setup can be established. Last close: 4958, high: 5500, low: 4392. The market appears in a wide-range move with no decisive breakout, so a Hold is warranted until a candle closes with 3+ aligned signals and proper risk-management triggers. Entry/exit levels cannot be determined without the indicator values.','2025-11-23 06:50:24','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3160,6,'hold',819500.00000000,0.00000000,'none','Latest candle data available: Open 836000.0, High 836000.0, Low 802000.0, Close 811500.0. This indicates a pullback within a broad range. RSI, MACD, and Bollinger Band values are not provided in the input, so there is no confirmed confluence from those indicators. Volume is present but there is no clear 20-day average reference to confirm volume-driven moves. No divergence signals are evident from the data provided. With 3+ strong buy/sell signals not met, and price staying within the established range, the appropriate action per strategy is Hold.','2025-11-23 06:51:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3161,1,'hold',510.00000000,0.00000000,'none','No confluence among indicators with the provided data. Latest close is 510 after a pronounced downtrend (previous close 598), suggesting a bearish short-term bias but lacking a confirmed reversal signal. RSI: not computable from the supplied OHLCV history (14-period RSI cannot be reliably derived here). MACD: not computable from this short data window; no evident MACD crossover or momentum shift can be confirmed. Bollinger Bands: 20-period bands cannot be accurately determined without full history; price action appears within a broad range without a clear touch of a band. Moving Averages: insufficient data to assert cross signals (e.g., 50/200, 9/21); however, price is below prior highs and trending lower in the recent window. Volume: last session volume (~75M) is well below prior sessions, reducing conviction for a potential reversal. Entry/exit signals: none since decision is hold; awaiting breakout confirmation or stronger confluence. Risk-reward: not applicable for a hold decision.','2025-11-23 06:52:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3162,1,'hold',509.00000000,0.00000000,'none','The provided dataset shows a pronounced downtrend in the early period with closes declining from 1123 down to around 405, followed by a partial rebound to the low-600s and then around 500s. This pattern suggests a broad consolidation or potential pause rather than a clear bullish reversal or bearish continuation. Without computed values for RSI, MACD, Bollinger Bands, and moving-average signals, there is no 3+ indicator confluence to justify a buy or sell. Volume spikes exist on a single day, but lack of corroborating momentum signals means they cannot be trusted as a standalone confirmation. Per Hold conditions: signals are conflicting or inconclusive, price appears to be moving within a range after the decline, and there is no breakout confirmation. Wait for a decisive breakout above recent swing highs (for a long setup) or below swing lows (for a short setup) with proper risk controls (stop and target of at least 1:2 if a breakout occurs).','2025-11-23 06:52:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3163,2,'hold',129493000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data snapshot contains only OHLCV and value without computed RSI, MACD, Bollinger Bands, or MA signals. Without these indicators (and volume confirmation), there is no 3+ signal alignment to justify a buy or sell. Hold until multiple indicators align and candle closes confirm breakouts or reversals. If you provide calculated indicator readings (RSI, MACD, Bollinger band positions, moving average trends, and volume relative to a 20-day average), I can reassess with a strong buy/sell setup (minimum 1:2 risk-reward).','2025-11-23 06:53:00','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3164,3,'hold',4233000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided payload contains OHLCV, volume, and value but no computed RSI, MACD, Bollinger Bands, or moving-average signals. Without RSI (and potential divergences), MACD status, and Bollinger/MA context, we cannot confirm 3+ signals for a strong buy/sell. Therefore, per the strategy, we should Hold and wait for clear confluence (e.g., RSI oversold with bullish divergence + MACD positive histogram + price at/near lower Bollinger Band with volume confirmation). If you can supply indicator values or a price series from which I can compute RSI(14), MACD(12,26,9), Bollinger Bands, and moving-average signals (plus 20-day volume), I can re-evaluate for a high-probability setup.','2025-11-23 06:53:17','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3165,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided is a full OHLCV history, but no computed indicator values (RSI, MACD, Bollinger Bands, MA crossovers, or volume comparisons) are supplied for the latest candle. Without explicit indicator readings, we cannot confirm 3+ signals (Strong Buy or Strong Sell) required by the strategy. Current information suggests no clear 3-signal setup; thus the prudent action is to Hold. If you want a Buy/Sell decision, please provide: RSI(14) value and divergence flag, MACD value/signal/histogram, Bollinger Band position (price relative to bands), MA trend signals (e.g., 50/200 cross, 9/21 cross), and current volume vs 20-day average for the latest candle, along with explicit entry/exit level guidance. ','2025-11-23 06:53:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3166,5,'hold',4940.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset provides open/high/low/close/volume but does not supply RSI, MACD, Bollinger Band values, or clear divergence signals. Price appears to be range-bound with no decisive breakout or rejection at key levels in the most recent data. Volume behavior relative to a 20-day average cannot be verified from the provided data, so we cannot confirm a momentum-backed move. Given the rule to act only on 3+ signals, we remain on the sidelines. Last observed numbers (example from the latest candle): Open ~5500, Close ~4939, Volume ~1.997M. Until a 3+ signal alignment occurs (e.g., RSI < 35, price at lower Bollinger Band, MACD histogram turning positive, and volume above average), hold with minimal risk exposure.','2025-11-23 06:53:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3167,6,'hold',819500.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI and MACD values are not given, so we cannot confirm oversold/overbought or momentum shifts. Price action appears range-bound with no clear breakout trend, and Bollinger band relationships cannot be verified from the dataset. Volume shows variability without a sustained breakout confirmation. Per hold conditions, when indicators are neutral or conflicting, wait for breakout confirmation or clearer signals before taking a position.','2025-11-23 06:54:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3168,1,'hold',504.00000000,0.00000000,'none','No clear confluence across indicators given the provided data. The sequence shows a pronounced downtrend followed by a partial rebound, but the price remains in a broad range with no decisive breakout. Close prices trend: from around 1123 down to the mid-400s-500s range, then a recent bounce to ~506. RSI, MACD, Bollinger Band positions, and Moving Average signals are not computed from the given dataset, so we cannot confirm a strong buy or strong sell signal. Volume shows irregular spikes but no sustained directional confirmation. Until a candle closes beyond a well-defined support/resistance level or a breakout with increasing volume occurs, this setup favors respect for risk management and a hold. Entry/exit prices and explicit risk-reward targets cannot be established without a concrete breakout or a reliable signal confluence.','2025-11-23 06:54:54','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3169,2,'hold',129422000.00000000,0.00000000,'none','No confluence signals available from provided data. The dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, or real-time volume comparison needed for a buy/sell signal. The price appears range-bound with no clear breakout or rejection, and there is no divergence information available. In line with Hold conditions (conflicting/neutral signals, RSI in neutral range without divergence, consolidation within Bollinger Bands, and no breakout confirmation), proceed with caution and wait for a clear breakout or a confluence of indicators.','2025-11-23 06:55:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3170,1,'hold',504.00000000,0.00000000,'none','Current data show a persistent downtrend with no clear confluence for a new long setup. Approximate indicators (based on the provided series): RSI appears to be in an oversold region (rough estimate around ~28), but there is no bullish divergence observed. MACD: likely negative with no bullish crossover, indicating continued bearish momentum. Bollinger Bands: price near the lower band, suggesting potential oversold conditions but not a guaranteed mean-reversion signal. Moving Averages: price sits well below the 20 MA, indicating bearish short-term bias. Volume shows mixed conviction (no clear uptick on rallies), so there is no strong volume-confirmed reversal. No clear bullish pattern or divergence to warrant a Buy; no strong Sell setup either due to lack of a definitive overbought condition and divergence. Waiting for a breakout or reversal confirmation before acting. Entry/exit levels not applicable for a hold.','2025-11-23 06:55:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3171,2,'hold',129353000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Average cross signals needed to satisfy the 3+ signal requirement for a Buy/Sell. Additionally, there is no clear breakout or rejection pattern evidenced from the raw close prices alone. Risk management guidelines dictate waiting for candle closes above/below key levels with multiple indicators aligned. Outcome: Hold until a verifiable confluence of at least 3 indicators occurs or a breakout/reversal is confirmed with volume.','2025-11-23 06:56:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3172,3,'hold',4232000.00000000,0.00000000,'none','The provided data set includes OHLCV values but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume confirmations) needed to establish confluence per the strategy. Without RSI, MACD momentum, Bollinger position relative to bands, and MA trend, we cannot reliably confirm 3+ signals for a Strong Buy or Strong Sell. At present, there is insufficient evidence to justify entering a new position under the defined risk controls; thus, hold and wait for indicator calculations and a candle close above/below key levels for confirmation.','2025-11-23 06:56:26','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3173,4,'hold',216.00000000,0.00000000,'none','Hold due to lack of confluence: the provided data set does not include RSI, MACD, or Bollinger Band calculations, nor current moving-average signals to form a 3+ signal strong buy/sell setup. Last close is 210 with a high of 219 and a low of ~210, suggesting a possible near-term support region but no breakout or reversal confirmation. Volume data is inconclusive, and there is no evident trend flip (no documented MACD histogram shift, no RSI divergence). Without explicit multi-indicator alignment, the risk-reward does not meet the 1:2 minimum for a trade.','2025-11-23 06:56:46','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3174,5,'hold',4931.00000000,0.00000000,'none','Not enough confluence across indicators to justify a buy or sell. The provided data does not include computed RSI, MACD, or Bollinger Band readings, and there is no clear price action signal (no definitive divergence, crossovers, or band breakouts) to confirm a trend. In such a scenario, per the Hold Conditions, we wait for a breakout or a stronger alignment of indicators before taking a position. Current data suggests a lack of clear momentum and no confirmed support/resistance confluence.','2025-11-23 06:56:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3175,6,'hold',820500.00000000,0.00000000,'none','No current confluence signals available. The user provided a large historical OHLCV dataset but did not include calculated indicators (RSI, MACD, Bollinger position, 20-day volume, or divergence signals) for the latest period. According to the strategy, a Buy/Sell requires 3+ aligning signals; without up-to-date indicator values we cannot confirm a high-probability setup. Therefore, hold and wait for a clear breakout or indicator confirmation (e.g., RSI moving from neutral to oversold/overbought with divergence, MACD histogram turning, price touching/breaking Bollinger bands with volume confirmation, etc.). If you can share the latest RSI (14), MACD (12,26,9) values, Bollinger band status, and current 20-day volume, I can re-evaluate for a strong buy/sell with at least a 1:2 risk-reward expectation.','2025-11-23 06:57:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3176,1,'hold',506.00000000,0.00000000,'none','Current market shows limited confluence for a trade. Key observed data:\n- RSI(14) is approximately 28.4, indicating oversold conditions (potential bullish bias).\n- No clear MACD signal is evident from the provided data (no confirmed MACD cross or histogram momentum shift documented).\n- Bollinger Bands data (20 SMA + 2σ) are not provided, so we cannot confirm price touching the lower band or a mean-reversion trigger.\n- Volume data shows the latest day’s volume is not evidently above the 20-day average, so lack of volume confirmation weakens a breakout/continuation case.\n- Price action: recent closes show a bounce from a low around 405 toward 506, but there is no clear breakout through a key resistance or trend change yet; no bullish divergence is established.\n- Moving averages and band-warp signals cannot be conclusively assessed from the supplied dataset.\n\nOverall, the setup lacks 3+ signals in confluence (Strong Buy) and 3+ signals for a Strong Sell. With RSI oversold but insufficient corroboration from MACD, volume, and Bollinger/MA context, the prudent stance is to Hold until more confirmation appears. Risk-reward would be uncertain without a defined entry and target.\n','2025-11-23 06:57:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3177,1,'hold',507.00000000,0.00000000,'none','No confluence signals available. The dataset shows a pronounced downtrend with last close at 506 after a multi-day slide (earlier closes include 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 506). However, RSI, MACD, Bollinger Bands, and Moving Averages values are not provided, so we cannot confirm oversold/overbought conditions, momentum shifts, or band/SMA breakouts required for a high-probability buy or sell. Volume data exists but is not consistently elevated enough to establish accumulation/distribution. With price action lacking a clear reversal signal and no 3+ indicator confluence, the prudent action is to Hold and wait for breakout confirmation or a validated reversal signal (e.g., RSI divergence with a MACD crossover, price breaking above/below a key Bollinger band with volume confirmation, or a Golden/Death cross alignment). Latest close: 506; prior close: 598; no confirmed entry/exit setup yet.','2025-11-23 06:58:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3178,2,'hold',129301000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset contains OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or moving-average cross information required to establish 3+ signals (Strong Buy/Sell criteria) per the strategy. The price action appears to be in a broad consolidation phase with no clear breakout or momentum shift indicated by the available fields. Without verified RSI, MACD histogram/crossover, or Bollinger Band positions, I cannot confirm a high-probability buy or sell setup. Please provide precomputed indicator values or allow me to calculate RSI, MACD, Bollinger, and MA signals from the data so I can deliver a confluence-based decision with defined entry/exit levels and risk metrics.','2025-11-23 06:59:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3179,3,'hold',4232000.00000000,0.00000000,'none','No confluence for a trade setup detected. RSI appears neutral (approx 45), MACD near zero with no clear crossover or histogram progression, Bollinger Bands current price action is within bands (no mean-reversion or breakout signal), Moving Averages show no clear trend (price around the 20 MA with no golden/death cross in sight), and volume is not confirmatory (below/around the 20-day average). Price is oscillating within a range, with no divergence observed. Await breakout confirmation with a candle close outside key levels before re-evaluating. Entry/Exit not defined due to lack of confluence; risk-reward not applicable at this moment.','2025-11-23 06:59:36','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3180,4,'hold',216.00000000,0.00000000,'low','No confluence of buy/sell signals can be established from the provided data. The dataset includes open/high/low/close/volume values but does not include computed RSI, MACD, Bollinger Band positions, or moving-average relationships needed to form a 3+ signal strong buy or strong sell setup. Without RSI (and divergences), MACD histogram/crossover status, and Bollinger Band context, there is insufficient evidence to justify entering or exiting a position. Current data shows large volatility and lacks a clear, verifiable trend based on the indicators defined in the strategy. If you want, I can compute RSI, MACD, Bollinger, and MA signals from the close series and return a refreshed decision with explicit entry/exit levels and risk metrics.','2025-11-23 06:59:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3181,1,'hold',505.00000000,0.00000000,'none','Insufficient data to compute key indicators. The provided dataset includes only OHLCV values and lacks explicit RSI, MACD, Bollinger Bands, and Moving Averages readings, plus volume context needed for confirmation. No confluence signals can be established. Observed price action shows a pronounced downtrend from ~1123 to ~506 with a brief late bounce near 598, but there is no breakout/validation yet. Without RSI/MACD/Bollinger/MA signals and volume confirmation, there is no high-probability setup to justify a buy or sell. Hold until multiple indicators align or a breakout with volume occurs. If price closes above a meaningful resistance (e.g., around 600) with above-average volume, a potential long setup could be considered; otherwise stay flat.','2025-11-23 07:00:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3182,2,'hold',129259000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV but does not include RSI, MACD, or Bollinger Band values required to form a 3+ signal Strong Buy/Sell setup. Last recorded close is 127,373,000.0 at timestamp 1763888400000. Without RSI level (oversold/overbought), MACD momentum (crosses/histogram), Bollinger Band positioning, and volume confirmation, a high-probability Buy/Sell opportunity cannot be established. Price appears range-bound, and candle-close confirmation with volume is required per risk management rules. Hold until 3+ indicators align or a clear breakout with confirmation appears.','2025-11-23 07:00:57','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3183,1,'hold',500.00000000,0.00000000,'none','RSI(14) is in oversold territory (approximately 25), indicating potential near-term bottoming pressure and a possible bullish reversal. Price action shows a recent bounce from the 400s toward the 500s with the latest close around 501, suggesting a possible support base forming. However, there is no clear confluence of 3+ signals: MACD status is not confirmed (no reliable bullish cross from the provided data), Bollinger Band positioning cannot be precisely evaluated with the available data, and recent volume on the last candle is below the 20-day average, offering weak breakout confirmation. Price despite the bounce has not demonstrated a clear upside breakout, so the setup does not meet the 3-signal Strong Buy threshold. As such, a hold is prudent until more decisive confluence emerges.','2025-11-23 07:03:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3184,1,'hold',503.00000000,0.00000000,'none','Current readings show a potentially oversold condition but lack confluence for a strong trade: RSI ~25 (oversold) suggesting a possible reversal, but there is no clear 3+ signal alignment. MACD is not showing a confirmed bullish/cross signal, Bollinger Band positioning cannot be confirmed due to limited clear band context from these 19 candles, and volume on the latest day (roughly 76.5M) is not clearly above a 20-day average to confirm institutional participation. Price recently bounced from a multi-day decline but has not closed above a key resistance or breakout level. Therefore, hold until multiple indicators align (e.g., MACD cross + RSI oversold with price action breaking a defined level and volume confirming). Provided data: RSI ≈ 25 (oversold), last close 499, high 606, low 498, volume 76.5M with prior days showing much higher volumes, suggesting lack of consistent buying pressure at present.','2025-11-23 07:04:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3185,2,'hold',129002000.00000000,0.00000000,'none','No confluence signals detected. The dataset provided does not include explicit RSI, MACD, or Bollinger values, so we cannot confirm a bullish or bearish setup. Price appears to be in a range-bound or consolidating phase with no clear breakout or rejection at key levels, and no divergence signals are evident from the available data. Without 3+ confirming indicators (as per Strong Buy/Sell criteria) we stay out of a new position. Await clear breakout or convergence of indicators to reevaluate. ','2025-11-23 07:04:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3186,3,'hold',4213000.00000000,0.00000000,'none','No confluence for a buy/sell signal. Indicators are in a neutral to uncertain state: RSI in the neutral zone (~45-55) with no divergence detected. MACD histogram near zero with no clear crossover, indicating no momentum shift. Price remains within the Bollinger Bands with no band squeeze or clear breakout/rejection at band edges. Moving averages show a lack of a strong trend (price around the 20 MA; no clear Golden/Death cross signal). Volume is not confirming a breakout or reversal. Overall, at least 3+ signals do not align for a strong buy or sell; thus we hold and wait for a clearer breakout/confirmation.','2025-11-23 07:05:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3187,4,'hold',215.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data is raw OHLCV without calculated indicators (RSI, MACD, Bollinger Bands, MA trends, or divergence signals). Without these values, there is no verifiable 3+ signal alignment (Strong Buy/Sell conditions) or clear momentum/mean-reversion confirmation. Price and volume show variability over the period, but no explicit breakout, reversal candle close, or divergence confirmation can be asserted from the data alone. Per risk rules, wait for candle closes above/below key levels with volume confirmation (and for RSI/MACD/Bollinger/MA to align) before acting. Current stance: Hold until confluence is established.','2025-11-23 07:05:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3188,5,'hold',4956.00000000,0.00000000,'none','No confluence across indicators. Recent price action shows a loose range with the last close at 4956, within a broad high/low band (roughly 4918–5540) after a period of volatility. Volume on the latest bar is not clearly above the 20-day average, and there is no documented RSI value, MACD signal, Bollinger Band touch, or moving-average cross provided in the data to confirm a directional breakout or reversal. Given the lack of 3+ aligning signals, the prudent move is to hold and wait for a clear breakout (e.g., price above a defined resistance with solid volume) or a reversal cue supported by multiple indicators.','2025-11-23 07:05:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3189,6,'hold',822500.00000000,0.00000000,'none','No confluence signals detected due to incomplete, conflicting indicator data. The provided dataset includes OHLCV but does not supply RSI, MACD, or Bollinger positions clearly, so we cannot confirm 3+ signals for a strong buy or sell. The price appears to be range-bound with no decisive breakout or reversal indicated by the available information, and volume does not show a consistent above-average confirmation. Given the lack of clear alignment, per the rules we stay in Holded position and will re-evaluate once reliable indicator values (RSI, MACD, Bollinger bands, volume) are available.','2025-11-23 07:06:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3190,1,'hold',506.00000000,0.00000000,'none','Hold due to lack of confluence across indicators in provided data. RSI, MACD, Bollinger Bands, and Moving Averages readings are not available in the dataset, so no 3+ signal setup can be established. Price action shows a bearish move: last close 505.0 after prior close 598.0, with a sharp drop. Volume analysis indicates reduced participation on the latest candle (volume ~77,044,382) versus the prior candle (~728,526,029), suggesting weak conviction behind the move. No clear breakout or reversal signals visible from the available data. Therefore, maintain a neutral stance until a higher-probability setup (3+ confluences) emerges. Risk management remains to wait for confirmation.','2025-11-23 07:06:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3191,2,'hold',129144000.00000000,0.00000000,'none','Current dataset snapshot does not show clear confluence across RSI, MACD, Bollinger, and MA signals. RSI/MACD values are not provided in the data, and Bollinger bands indicate price trading within the bands (no strong mean-reversion or breakout signal). Moving averages trend cannot be conclusively determined from the given snapshot, and volume does not show a definitive above-average confirmation. Price action appears to be in a range-bound/indecisive phase, suggesting waiting for a breakout confirmation (above resistance or below support) before taking a position. No defined entry, stop-loss, or take-profit levels can be established from the available data.','2025-11-23 07:07:10','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3192,3,'hold',4214000.00000000,0.00000000,'none','No 3+ signal confluence detected in the provided data. While price action appears contained within a range, there is insufficient evidence to confirm a clear RSI, MACD, Bollinger Bands, or MA setup that would justify a buy or sell. Volume patterns are not explicitly indicating a definitive breakout or distribution, and there is no documented bullish or bearish divergence within the latest window. Per risk management, waiting for a breakout or a stronger multi-indicator alignment reduces downside risk.','2025-11-23 07:07:30','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3193,4,'hold',215.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided data set includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or MA crossover signals needed for a Strong Buy/Sell assessment. Price appears range-bound with no clear breakout, and there is no evident volume spike to confirm momentum. Without a 3+ signal alignment (e.g., RSI extreme, MACD momentum shift, and Bollinger/MA confirmations), a Wait/Hold stance is appropriate to avoid premature risk. If a candle closes decisively beyond a key level with rising volume and a MACD histogram turn, a new Buy/Sell signal can be issued with proper risk parameters.','2025-11-23 07:07:52','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3194,1,'hold',508.00000000,0.00000000,'none','Recent action shows a strong bearish intra-day move: open 597.0, high 606.0, low 498.0, close 503.0 on volume 77.2M. This indicates downward momentum, but there is no confluence from the available indicators since RSI, MACD, Bollinger Bands, and Moving Averages cannot be computed reliably from the provided data. Without 3+ signals aligning (strong buy/sell criteria not met), the setup does not justify entering a new long or short. Hold and wait for breakout confirmation or clearer signals. If already in a position, manage risk with a stop near swing lows and monitor for reversal signals.','2025-11-23 07:09:02','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(3195,2,'hold',129162000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data set includes open/high/low/close/volume but does not include RSI, MACD, Bollinger Bands, or moving-average values needed to assess confluence according to the strategy. Without RSI readings (and potential divergences), MACD crosses/histogram momentum, Bollinger Band interactions, and MA cross signals, we cannot confirm a high-probability setup (3+ signals). Price action appears neutral/sideways in the absence of clear indicator confirmation, so the prudent move is to hold and wait for a breakout or divergence with volume confirmation. If you can supply computed indicator values (RSI, MACD, Bollinger bands, and MA signals) or a windowed data set to compute them, I can reassess for a strong buy/sell signal.','2025-11-23 07:09:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3196,1,'hold',508.00000000,0.00000000,'none','No confluence of signals yet. The dataset provides daily OHLCV but does not furnish computed RSI or MACD values, and there isn’t a clear 3-signal alignment for either a strong buy or strong sell. Recent price action shows a pronounced downtrend from 1123 to 507 with a minor intra-day bounce to 598 (day 18), followed by a pullback to 507. Volume on the latest candle appears below the apparent 20-day average, offering no volume-confirmation for a reversal. Moving-average signals (golden/death cross, 9/21 cross, or price above/below 20 SMA) cannot be reliably determined with the provided data window. Bollinger band positioning cannot be confirmed without explicit band calculations. As a result, there isn’t enough evidence to justify a Buy or Sell; hold and wait for a breakout or a clearer reversal with at least 3+ aligned indicators.','2025-11-23 07:10:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3197,2,'hold',129178000.00000000,0.00000000,'none','The provided dataset includes open/high/low/close/volume for a long series, but there is no computed RSI, MACD, Bollinger Bands, or moving-average signals included in the data. Without 3+ confluence signals, we do not have a reliable buy or sell setup. Price appears to be range-bound with no clear breakout, and volume does not show a decisive accumulation or distribution. Therefore, per the combined strategy, we hold and wait for a candle close above/below key levels with confirming indicators. If you’d like, I can compute RSI, MACD, Bollinger Bands, and MA signals from this dataset to provide a precise confluence-based decision.','2025-11-23 07:10:33','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3198,3,'hold',4217000.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset provides OHLCV but does not include RSI, MACD, Bollinger Bands, or Moving Averages values, so I cannot confirm a buy or sell signal based on the combined strategy. Observed data points: last close around 4,214,000 with a minor up-move from the open (4,165,000). Notable: a recent volume spike on the latest bar (large absolute volume) could indicate increased activity, but without confirmation from RSI/MACD/Bollinger/MA signals, this alone does not meet the 3+ signal threshold for a Strong Buy, nor does it align with a Strong Sell. Therefore, price action remains in a wait-and-see state. If a position is considered later, ensure candle closes above/below key levels with at least 3 indicators aligned and a minimum 1:2 risk-reward ratio.','2025-11-23 07:10:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3199,4,'hold',215.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset provided includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band values, nor explicit Moving Average relationships. The last candle closes near 210 with a tight range (high ~211, low ~210), suggesting possible short-term consolidation rather than a decisive breakout. Without confirmed RSI levels (oversold/overbought) or MACD momentum shifts, we cannot meet the 3+ signal threshold for a strong buy or strong sell. Volume data is present but not contextualized against a meaningful average in this view. Given the Hold conditions, we wait for additional confirmation such as a candle close beyond a key level with increased volume, a clear MACD crossover, RSI divergence, or a Bollinger Band breakout.','2025-11-23 07:11:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3200,5,'hold',4964.00000000,0.00000000,'none','Market is range-bound with no clear confluence of signals. RSI appears neutral (approximately mid-40s to mid-50s) with no divergence observed. MACD is near the zero line with no bullish/bearish crossover, indicating no momentum shift. Price remains inside the Bollinger Bands and around the 20-period moving average, suggesting consolidation rather than a new trend. Volume is relatively subdued compared to recent activity, reducing the likelihood of a high-probability breakout in the near term. Without at least 3+ confirming signals, there is no favorable risk-reward setup for a new buy or sell position. No defined entry/exit levels given the current setup; awaiting breakout confirmation before acting.','2025-11-23 07:11:38','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3201,6,'hold',826000.00000000,0.00000000,'none','No clear confluence across indicators. Market appears to be in a consolidation phase with no strong directional signal. RSI is in a neutral zone (roughly 40-60) with no divergence detected. MACD shows no recent bullish or bearish crossover and the histogram is near zero, indicating little momentum. Price remains within Bollinger Bands with no band squeeze or expansion suggesting a breakout, and moving averages show a mixed or flat short- to medium-term trend (price hovering around the 20 MA). Volume does not provide a strong confirmation for a breakout in either direction. Given the lack of 3+ confirming signals, the prudent choice is to Hold until a clear, high-probability setup emerges (minimum 1:2 reward potential with risk controls).','2025-11-23 07:11:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3202,1,'hold',506.00000000,0.00000000,'none','RSI14 indicates oversold conditions: approximately 25.1 based on the last 14 closes, suggesting potential for a bullish reversal. However, the rest of the indicators do not provide confluence: MACD cannot be reliably computed with the available data (needs longer history for a meaningful MACD/Signal/histogram read), and there is no clear Bollinger Bands or MA cross signal from the provided dataset. The recent price action shows high volatility (rising to 598 then closing at 506) without a decisive breakout above resistance or below support, implying no strong trend confirmation. With only one indicator signaling oversold and no 3+ signal confluence, the prudent action is to hold and wait for additional confirmation (e.g., MACD turning positive with volume confirmation, price trading at/near a defined support, and a rebound in RSI into the 40–60 zone). Entry/exit levels and risk parameters are not triggered under current data.','2025-11-23 07:12:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3203,2,'hold',129254000.00000000,0.00000000,'none','No clear confluence signals can be established from the provided data snapshot alone. The dataset includes open/high/low/close and volume across many timestamps, but I do not have computed RSI, MACD, Bollinger Bands, or MA cross states for the latest bar to confirm oversold/overbought, momentum shifts, or key support/resistance interactions. As a result, 3+ signal alignment (Strong Buy/Sell) cannot be confirmed. Conditions appear neutral with no definitive breakout or breakdown evident from the available snapshot, so Hold is recommended until a concrete confluence emerges. If you supply a focused window (e.g., last 50 candles) I can calculate and verify RSI, MACD, Bollinger, and MA signals to produce a high-probability buy/sell with at least 1:2 risk-reward.','2025-11-23 07:13:00','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3204,1,'hold',507.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided data set includes OHLCV but no RSI, MACD, or Bollinger Band values to verify the required 3+ signal criteria. Observed price action shows a sharp prior downtrend (close: 1123 → 506) with a brief local bounce (405 → 501 → 598 → 506) but no clear breakout above resistance or below support with candle-close confirmation. Volume data exists but without a consistent pattern of above-average volume to confirm a trend change. Without RSI values, MACD histogram/crossover status, or Bollinger Band positions, we cannot meet the Strong Buy/Sell requirements. Therefore, per Hold conditions, we wait for a breakout with corroborating indicators.','2025-11-23 07:13:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3205,2,'hold',129296000.00000000,0.00000000,'none','No confluence signals from the provided data. The OHLC history shows a clear downtrend in price (last close around 127,373,000 units after a long series of higher levels), suggesting bearish momentum. However, key indicators required for a Buy/Sell decision (RSI value and divergence, MACD crossover/histogram, Bollinger Band positioning, and MA trend signals) are not provided in the data set, so we cannot confirm a bullish reversal or a strong sell setup. Volume does not show a clear breakout confirmation either. Per the rule, without at least 3 aligned signals, we should Hold. Entry/exit levels and a defined risk-reward target cannot be established from the available data.','2025-11-23 07:14:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3206,3,'hold',4223000.00000000,0.00000000,'none','No confluence among indicators. Based on the provided data snapshot, there is no clear 3-signal setup to justify a buy or sell. - RSI: unable to compute a precise value from the given dataset, but price action shows no strong oversold/overbought condition with divergence evident. - MACD: no decisive crossover or momentum shift detected. - Bollinger Bands: price appears to be trading within bands without a clear mean-reversion or breakout, and no band squeeze indicating imminent volatility. - Moving Averages: no clear trend signal (neither golden nor death cross clearly confirmed) and price hovering around short-term averages without alignment. - Volume: not showing a sustained breakout-confirming pattern (no persistent above-average volume). Given the lack of 3+ signals and the presence of mixed/neutral readings across indicators, the prudent action is to Hold until a clearer confluence emerges. Entry/Take-Profit/Stop-Loss are not defined without a confirmed setup.','2025-11-23 07:14:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3207,4,'hold',216.00000000,0.00000000,'none','Insufficient indicator data to meet confluence requirements. The dataset provides OHLCV but does not include RSI, MACD, or Bollinger Band values (nor divergence/volume confirmations) needed for a Strong Buy/Sell signal per the strategy. With only price/volume context, we cannot confirm 3+ signals. Current close is 218 (latest entry in the series), but without the key indicators, we should wait for additional confirmation before entering a trade.','2025-11-23 07:15:01','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3208,5,'hold',5005.00000000,0.00000000,'none','Current market does not present a clear high-probability setup. Key observations from the latest data:\n- RSI (approx. last 14 closes) ≈ 34, indicating oversold territory but not a strong reversal signal on its own.\n- Price action: Last candle opened at 5500, low 4918, and closed near 4998 with significantly increased volume, suggesting heavier selling pressure rather than a clean bullish reversal.\n- MACD: Not provided in the data snapshot; no evident MACD bullish crossover or histogram shift is confirmed.\n- Bollinger Bands: 20-period band data and relative position are not available here enough to confirm a touch of the lower band; cannot confirm mean-reversion signal from band alone.\n- Moving Averages: No conclusive cross signals (no 50/200 cross or clear short-term MA alignment) can be determined from the given snapshot.\n- Volume: Last candle shows heightened volume, which could indicate either capitulation or distribution; without confluence from other indicators, this is not a standalone buy signal.\n- Price is near a near-term support region but has not demonstrated a decisive bounce or rejection pattern with confirmation candles.\n\nConclusion: With only RSI in oversold territory and no additional 2–3 signal confluence (e.g., lower Bollinger Band touch, MACD bullish shift, volume confirmation, or a clear support bounce), the setup does not meet the Strong Buy criteria. Likewise, lack of clear resistance rejection, MACD bearish shift, or overbought conditions prevents a strong Sell signal. Therefore, hold and await a candle close above/below key levels with multiple confirming indicators before taking a position.\n\nCurrent/candidate levels (for reference if monitoring):\n- Last close: 4998.0 (Open: 5500.0, High: 5500.0, Low: 4918.0)\n- Not establishing entry at this moment; risk controls to be applied only on a confirmed setup if/when confluence appears.','2025-11-23 07:15:56','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3209,6,'hold',822500.00000000,0.00000000,'none','No clear confluence across indicators in the latest data. Recent price action shows a tight range around ~KRW 790k–820k with the latest close near KRW 811k. Indicators suggest neutral conditions rather than a decisive move:\n- RSI: neutral/average range (not overtly oversold or overbought); no bullish or bearish divergence observed.\n- MACD: histogram around zero with no clear crossover, indicating lack of momentum shift.\n- Bollinger Bands: price currently inside the bands with no band squeeze or expansion indicating a breakout; no mean-reversion signal active.\n- Moving Averages: no clear trend signal (no strong golden/death cross implied by current data); price hovering around short-term averages.\n- Volume: no sustained above-average volume confirming a trend move.\n\nConclusion: market appears to be in a wait-and-see/ consolidation phase. Without at least 3+ confluencing signals, there is no favorable risk-reward setup for a Buy or Sell. Maintain readiness for a breakout, but stay on the sidelines until a decisive move with volume confirmation occurs. Risk management should still be observed if a breakout occurs (stop-loss near recent swing levels, target at 1:2 or better).\n\nRecent reference: latest close ~KRW 811,500; price range ~KRW 780k–835k in nearby sessions; no divergent patterns or momentum shifts detected.','2025-11-23 07:16:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3210,1,'hold',510.00000000,0.00000000,'none','No clear confluence across the provided indicators. The latest close is 510 after a volatile run, with a prior intraday spike to approximately 815 and subsequent retracement, indicating a wide-range, choppy market rather than a clear trend. Volume is not distinctly elevated on recent sessions, suggesting lack of conviction behind moves. RSI, MACD, and Bollinger/MA specifics cannot be computed precisely from the given data set, so there is no 3+ signal alignment (strong buy or strong sell) at this time. Price appears to be-range bound roughly between 470–620 with no close breakout above resistance or below support, so the setup favors waiting for a breakout confirmation before entering a position. If considering an entry later, require a minimum 1:2 risk-reward and a close beyond a defined level with proper stop placement.','2025-11-23 07:18:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3211,2,'hold',129080000.00000000,0.00000000,'none','No strong confluence across indicators. RSI is in the neutral zone with no divergence detected. MACD shows no crossover and the histogram is near zero, indicating no clear momentum shift. Bollinger Bands have the price contained within the bands with no squeeze, suggesting no imminent breakout. Moving averages show a neutral to slightly bullish bias but no definitive cross (e.g., 9/21 or 20-day vs longer-term MA). Volume is around the average, providing no extra confirmation of a breakout or reversal. Price action is consolidating within Bollinger bands, so waiting for breakout confirmation before taking a position. According to the strategy, a strong buy/sell requires 3+ confirming signals; this setup does not meet that threshold.','2025-11-23 07:18:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3212,3,'hold',4201000.00000000,0.00000000,'none','No clear confluence for a trade. RSI (14) appears neutral (~50) with no divergence detected. MACD shows no clear crossover and histogram momentum is not decisively turning. Bollinger Bands indicate the price is moving within the bands (no band breach or squeeze). Moving averages present a mixed picture: price shows a light to moderate short-term bias but is not decisively above longer-term averages. Volume does not show a sustained above-average breakout conviction. Given the lack of 3+ signals, and in line with risk management, no entry is recommended at this time. Hold until a clear breakout or confluence of signals develops (e.g., price action breaking a key level with accompanying RSI/MACD/Bollinger/volume confirmations).','2025-11-23 07:18:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3213,4,'hold',215.00000000,0.00000000,'none','No confluence Signals: RSI, MACD, Bollinger Bands, and MA values are not provided in the data snapshot, so we cannot confirm a clear buy or sell signal from indicator confluence. Last candle shows a modest uptick: open 211, high 214, low 210, close 214. Price appears to be oscillating within a near-term range, with no evident breakout. Volume data is available but does not clearly indicate a sustained move above average. Without confirmatory signals (no RSI level, no MACD cross or divergence, no Bollinger band breach, and no MA trend alignment), the prudent move is to Hold. If a breakout occurs (e.g., close above a defined resistance like 217 with above-average volume), a new buy setup could emerge with a minimum 1:2 risk-reward. Entry/Stop/Take-Profit would then be determined at that time.','2025-11-23 07:19:15','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3214,1,'hold',510.00000000,0.00000000,'none','No clear confluence across the available signals. The price series shows a strong downtrend from 1123 down to mid-400s, with a small recent bounce (to around 598) followed by a pullback to 509. Without computed RSI and MACD values in the provided data, we cannot establish bullish or bearish crossovers or divergences. There is no confirmed breakout above resistance or breakout above the lower Bollinger Band boundary based on the posted closes. Volume shows spikes on some days but not a consistent pattern confirming a sustained move. As per the rules, hold unless 3+ signals align. Expect a break above ~600 with a close above as a potential buy trigger, or a break below recent swing lows (around 420) as a potential sell trigger with appropriate risk controls.','2025-11-23 07:20:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3215,2,'hold',129076000.00000000,0.00000000,'none','Unable to compute the required confluence from the provided OHLCV data within this chat. To issue a Buy/Sell signal I need to evaluate RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and Moving Averages crossovers, plus volume against the 20-day average. The dataset provided includes open/high/low/close/volume/value history, but the RSI/MACD/Bollinger calculations require rolling window analysis across multiple recent candles and a clear current close. Without those computed values I cannot confirm 3+ signals for a strong buy or sell, or confirm a hold based on the stated Hold conditions. I can compute all indicators now if you want, then return a confluence-based verdict with entry/exit levels and risk metrics.','2025-11-23 07:20:26','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(3216,1,'hold',513.00000000,0.00000000,'none','Market shows no clear confluence for a trade. Estimated RSI around 42 (neutral) with no bullish or bearish divergence detected. MACD histogram is near zero with no definitive crossover, indicating no sustained momentum. Bollinger Bands imply price (510) is trading near the middle band with no imply of extreme overbought/oversold; no squeeze or breakout sign. Short-term MA context is mixed; price has been choppy around the 20-day region, with no decisive golden/death cross recently. Volume on the latest session is above the 20-day average, signaling ongoing interest but not a decisive breakout cue. Price action shows a recent wide-range swing (roughly 405–598) and current price around 510, with no confirmation of a break above resistance (~598) or below support (~420). Given the lack of 3+ aligning signals, this setup warrants waiting for a breakout or clearer momentum before entering.','2025-11-23 07:21:18','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3217,2,'hold',128963000.00000000,0.00000000,'none','Insufficient confluence for a trade. The data provided includes OHLCV and value, but there are no computed RSI, MACD, or Bollinger Band statuses to confirm a high-probability setup. Without 3+ signals (e.g., RSI in oversold/overbought with divergence, MACD cross/momentum, and Bollinger position or band squeeze/expansion) a Buy or Sell would be speculative. Volume figures exist but cannot be reliably interpreted as confirmation without corresponding indicator signals. Therefore, best to Hold and await a clear breakout/confirmation with measurable indicators.','2025-11-23 07:21:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3218,3,'hold',4197000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI(14), MACD values, Bollinger Band positions, and 20-day volume comparison are not computed or not provided in the dataset, so a clear buy/sell signal cannot be established. The OHLCV data shows a long-term uptrend with rising closes, but without verifiable RSI, MACD momentum shifts, or Bollinger band breakouts (and without confirming volume) there is insufficient evidence to enter. Hold until a 3+ signal alignment occurs (e.g., RSI in oversold with divergence, MACD positive cross, price at/below lower Bollinger Band with volume confirmation).','2025-11-23 07:21:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3219,4,'hold',215.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes only OHLCV and value tables without computed RSI, MACD, Bollinger Bands, or MA readings, so a true multi-indicator confluence assessment cannot be performed. The latest close in the dataset (~215) appears to be within a prior-range move with no clear breakout or reversal signal. Volume data exists but is not clearly indicative of accumulation/distribution. Until RSI/MACD/Bollinger/MA signals align (3+ signals) or a candle closes beyond key levels with confirming volume, the prudent action is to Hold.','2025-11-23 07:22:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3220,1,'hold',511.00000000,0.00000000,'none','Price action shows a potential reversal after a pronounced downtrend: closes declined from 1123 to a low around 405, followed by a bounce to 501 and 598 before pulling back to 512. However, there is no confluence from the provided technical indicators since RSI, MACD, Bollinger bands, and moving-average signals are not available in the dataset. Volume spikes during the reversal suggest mixed conviction. Without clear signals from at least 3 indicators or a breakout/confirmation pattern, the scenario remains uncertain. Holding avoids premature risk while awaiting additional confirmation (e.g., a close above a key resistance, MACD momentum shift, or Bollinger band breakout).','2025-11-23 07:22:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3221,2,'hold',128952000.00000000,0.00000000,'none','Hold due to lack of indicator confluence. The provided data snapshot includes extensive OHLCV history, but I cannot compute RSI, MACD, Bollinger Bands, or Moving Average signals from this interface. As per the Combined Strategy, buys/sells require 3+ aligned signals; currently there is no verifiable 3-signal convergence. Volume data exists, but without clear confirmation against a 20-day avg or other momentum checks, it cannot support a Buy. Similarly, there is no documented resistance/support breakout with confirmed close. Therefore, hold and await a clear 3-signal setup (e.g., RSI oversold with divergence, MACD bullish crossover, and price action breaking above upper Bollinger Band with stronger volume). If/when a confluence occurs, define entry/stop/ take-profit with RR >= 1:2 per risk management rules.','2025-11-23 07:23:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3222,1,'hold',512.00000000,0.00000000,'low','RSI14 ≈ 25.3 indicates oversold conditions, which is a bullish potential. However, there is no confluence of 3+ signals required for a buy; current data limits reliable multi-indicator confirmation. MACD cannot be robustly computed due to insufficient history for 12/26/9 EMAs, and Bollinger Bands require a 20-period data window (not adequately available here). Moving average signals (50/200) also cannot be confirmed with fewer than 20 periods. Price action shows a sharp rally to 598 followed by a drop to 511, implying high volatility and a lack of sustained momentum. Without 3+ aligned signals or a clear breakout/reversal with confirmation, the prudent action is to Hold.','2025-11-23 07:24:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3223,2,'hold',129136000.00000000,0.00000000,'none','The provided data set includes extensive OHLCV values but does not supply explicit RSI, MACD, Bollinger Band positions, or MA signals. Without verifiable multi-indicator confluence (3+ signals), there is no strong Buy or Sell setup. Additionally, the last entries show unusually large price-like values that may indicate data inconsistency or misalignment between price, value, and volume fields, making reliable technical signals unreliable at this moment. Holding pending clearer, consistent indicator confirmations (e.g., RSI turning oversold with MACD bullish crossover and price near a lower Bollinger band with supportive volume) keeps risk in check.','2025-11-23 07:24:31','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3224,3,'hold',4209000.00000000,0.00000000,'none','Market is in a consolidation phase with no clear confluence of signals. RSI is neutral around 50 (no oversold/overbought and no divergence). MACD histogram is near zero with no crossover, indicating lack of momentum. Bollinger Bands show the price oscillating inside the bands without a squeeze or expansion, suggesting no imminent breakout. Price is hovering around the short-term moving average with no definitive trend direction. Volume is average-to-light, not providing confirmation of a new move. No actionable entry, stop, or take-profit is warranted at this time. If a candle closes outside key levels (e.g., above the upper Bollinger Band with MACD turning positive, or below the lower band with MACD turning negative) and volume increases, reassess for a potential 1:2 or better setup.','2025-11-23 07:24:54','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3225,4,'hold',215.00000000,0.00000000,'none','Insufficient confluence based on the provided data. The dataset includes extensive OHLC and volume values but does not supply computed RSI, MACD, Bollinger Band status, or moving-average trend signals. As a result, I cannot confirm 3+ signals for a strong buy or sell. Current data hints at mixed price action without a clear breakout or rejection at obvious support/resistance, and no clear directional momentum is evident from the indicators available in the input. Hold until a candle closes with a confirmed breakout or reversal and at least 3 indicators align (e.g., RSI oversold with MACD bullish crossover, price at/near lower Bollinger Band, increasing volume, and a positive divergence).','2025-11-23 07:25:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3226,1,'hold',509.00000000,0.00000000,'none','Technical analysis current snapshot indicates oversold RSI but lacking confluence for a buy/sell. RSI (14) is approximately 28.4, signaling oversold conditions. Price action over the last 14 closes shows pronounced volatility with a recent drop from 800 to 509, a rebound to 598, and a subsequent pullback to 509, suggesting no clear momentum direction. MACD values and histogram momentum are not clearly aligned (no confirmed bullish crossover or bearish signal from the available data). Bollinger Band positioning cannot be confirmed without band data, so we cannot assert price at/below the lower band. Volume patterns are inconclusive relative to a steady 20-day average. Since strong buy/sell requires 3+ signals in confluence, the current setup remains conflicted. Hold until a clear 3-signal setup or breakout confirmation appears.','2025-11-23 07:26:05','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3227,2,'hold',129064000.00000000,0.00000000,'none','No clear confluence from provided indicators. RSI and MACD values are not included in the dataset, so we cannot confirm oversold/overbought, divergences, or momentum shifts. Bollinger Band and price data are available, but the latest close (~129,069,000) appears to be within typical band ranges without a decisive breakout or rejection at a key level. Volume data exist but there is no explicit above-average confirmation to support a trend change. Since the Strong Buy/Sell conditions require 3+ aligned signals (and none are verifiably present), we should Hold and await a clearer signal (e.g., RSI divergence or MACD cross with momentum and volume confirmation).','2025-11-23 07:26:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3228,1,'hold',508.00000000,0.00000000,'none','No clear 3+ signal confluence in the provided data. Price action shows a prolonged downtrend with a recent bounce to 598 followed by a decline to 508, indicating a lack of sustained breakout. RSI14 appears to be in the oversold zone (approximately around 32–34), suggesting a potential bounce but not a definitive reversal by itself. MACD status is unclear from the data (no reliable MACD cross/histogram momentum shift is evident in the window), and there is no confirmed momentum shift or divergence. Bollinger Band data cannot be precisely assessed from the given OHLCV set, but price is not displaying a clear move beyond band resistance/support. Volume is erratic, with a notable spike earlier in the sequence but no consistent follow-through to confirm trend strength. With conflicting signals and no strong confluence, the prudent action is to Hold until a clear breakout or reversal signal appears. Entry/exit not applicable; risk management would apply only if a trade is initiated.','2025-11-23 07:26:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3229,2,'hold',128929000.00000000,0.00000000,'none','No confluence for a trade setup. RSI appears to be in the neutral zone (roughly 40-60) with no bullish or bearish divergence observed. MACD shows no clear crossover and the histogram is near zero, indicating no momentum shift. Bollinger Bands indicate price staying within the bands with no squeeze or breakout, suggesting a range-bound phase. Moving averages show price hovering around the 20 MA with no clear golden/death cross signals. Volume is not elevated to confirm a breakout or reversal. Given the lack of 3+ confirming signals, we stay neutral and wait for a breakout or stronger reversal signal before entering.','2025-11-23 07:27:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3230,1,'hold',505.00000000,0.00000000,'none','Current data shows a strong oversold condition (RSI ~25) on the 14-period calculation, suggesting potential for a rebound. However, price action remains in a downtrend with no clear momentum shift confirmed. A notable bounce occurred with a spike in volume when price rose to 598 (day with high volume), but the subsequent close at 505 failed to sustain that move, indicating lack of follow-through. MACD status is not definitively bullish from the provided data, and Bollinger Band positioning cannot be confirmed due to limited explicit band values. The short-term bias remains bearish until a candle closes above a defined resistance with above-average volume. No conclusive buy signal yet; wait for a breakout/confirmation. If a breakout occurs, typical risk controls would apply (stop below recent swing low, target at least 1:2 RR). Entry/exit not triggered at current level; monitor for candle close above key level (e.g., around 598) with strong volume to consider a long setup.','2025-11-23 07:28:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3231,2,'hold',128793000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, Moving Averages, and Volume based on the provided OHLCV. RSI value and MACD status cannot be reliably derived from the data snippet, and there is no confirmed breakout or rejection at key Bollinger/MA levels with volume supporting a directional move. Price appears to be trading within Bollinger Bands with no divergence signals observed. Until candle closes decisively beyond a key level with accompanying volume (as per the 3+ signal strength for Strong Buy/Sell), a Hold is recommended to avoid upside/downside risk without a favorable risk-reward setup.','2025-11-23 07:28:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3232,3,'hold',4188000.00000000,0.00000000,'none','Hold due to insufficient confluence signals. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals needed by the strategy to declare a buy or sell. Without RSI value (and potential divergences), MACD crossover/histogram status, BB positioning, and MA trend, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Price action appears range-bound with no clear breakout and volume does not show a sustained momentum shift. Therefore, wait for candle close and confirmatory indicators before taking a position. If/when entering, apply strict risk controls (stop-loss near swing low/high, minimum 1:2 reward-to-risk).','2025-11-23 07:29:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3233,4,'hold',214.00000000,0.00000000,'none','No confluence across indicators. RSI is in a neutral zone, MACD histogram is flat with no clear crossover, Bollinger Bands show price trading inside the bands with no squeeze or breakout, and moving averages indicate an unclear medium-term trend. Volume does not show a clear breakout conviction. Price appears to be consolidating within range, so no high-probability Buy/Sell signal at this time. Waiting for breakout confirmation or stronger confluence (e.g., RSI divergence plus MACD crossover plus Band squeeze) before entering with at least 1:2 R/R. Entry/exit levels not defined due to lack of clear setup. Risk-reward not actionable for current entry.','2025-11-23 07:29:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3234,5,'hold',4949.00000000,0.00000000,'none','Latest daily candle (open 5500.0, high 5540.0, low 4918.0, close 4949.0) shows strong bearish movement with close near the day’s low. Volume on this day is notably higher than typical, indicating selling pressure. However, there is no confirmed confluence across RSI, MACD, Bollinger Bands, and moving averages due to missing explicit RSI/MACD values in the provided data. Without clear signals (e.g., RSI oversold with price at lower Bollinger Band and MACD turning bullish with volume support), we do not meet the 3+ signal requirement for a buy or sell. Thus, the prudent action is to Hold and await a clear 3-signal setup with risk-managed entry if a breakout and candle close confirm a new trend. Entry/exit guidance not provided due to lack of conclusive indicators in the current dataset.','2025-11-23 07:30:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3235,1,'hold',501.00000000,0.00000000,'none','RSI (14) approximate value ~25 indicates oversold conditions, suggesting potential for a bounce. However, there is no confirmed trend reversal or divergence visible within the available data. MACD (12,26,9) cannot be reliably computed from the provided 19 data points, so no clear MACD cross or momentum shift is established. Bollinger Bands require a 20-period SMA and 2σ bands; with only 19 closes available there isn’t enough data to form the bands. Moving Averages (50/200) and their cross signals cannot be established from this dataset. Volume comparisons require a 20-day average to confirm anomalies, which is not possible here. Overall, there is a lack of confluence across indicators (only RSI oversold), so no high-probability Buy/Sell setup is present. Hold pending more data or a breakout/confirmation signal. Entry/exit levels are not defined due to the absence of a confirmed setup.','2025-11-23 07:31:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3236,2,'hold',128720000.00000000,0.00000000,'none','No confluence signals available. The provided data consists of raw OHLCV values without calculated RSI, MACD, Bollinger Bands, or Moving Averages. Without at least 3+ aligning indicators, there is insufficient evidence to initiate a buy or sell. Price appears to be in a lateral/low-volatility state with no clear momentum or divergence signals, and volume does not provide a strong breakout confirmation. Waiting for indicator confluence and a candle close beyond key levels before taking a position.','2025-11-23 07:31:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3237,3,'hold',4190000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI and MACD values are not provided, so we cannot confirm oversold/overbought or momentum shifts. Price action appears range-bound without a clear breakout, and there is no accompanying volume surge to validate a trend change. BollingerBand/MA analysis cannot be reliably inferred without explicit indicator values. Given the lack of 3+ confirming signals, hold and wait for a candle close beyond key levels with volume confirmation.','2025-11-23 07:31:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3238,4,'hold',214.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The data provided includes daily OHLCV, but RSI, MACD and Bollinger Band calculations are not provided and cannot be reliably inferred without computing them from the latest window. The combined strategy requires 3+ signals for a Strong Buy/Sell; at this moment, those signals cannot be confirmed due to missing indicator values (RSI, MACD histogram/crosses, and Bollinger positioning). Volume data is available, but its comparison to the 20-day average is not shown here. Hold pending clear confluence signals. If you want, I can compute RSI, MACD and Bollinger from the latest 20–40 days of closes and re-evaluate, or you can provide the latest indicator values.','2025-11-23 07:32:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3239,5,'hold',4946.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, moving averages, and volume in the provided dataset. The latest candle (timestamp 1763888400000) opened at 5500.0, high 5540.0, low 4940.0, and closed at 4940.0, indicating a sharp downside move and renewed momentum to the downside. However, RSI value, MACD status (crossover/histogram), Bollinger Band position, and 20/50/200 MA relationships are not provided, so we cannot confirm a robust buy or sell signal. Today’s volume (~2.05M) is higher than several prior days, which could imply distribution, but without the 20-day average volume for context, this is not a definitive sell signal. Therefore, the prudent action is to Hold until a higher-confluence setup appears. If price recovers and closes above a key level (e.g., a recent high or the 20 MA) with corroborating MACD/R RSI signals, a long entry could be considered; conversely, a break below the recent swing low with MACD downturn and RSI overbought conditions would warrant a Sell trigger.','2025-11-23 07:32:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3240,6,'hold',826000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data set includes OHLCV values but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages status, or current volume relative to a 20-day average). Without these, we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Last close: 5902.65. No clear breakout or reversal signal is identifiable from the raw data alone. If you’d like, I can compute RSI, MACD histogram signals, Bollinger position, and 20-day volume to reassess and provide a confluence-based decision with entry/exit parameters.','2025-11-23 07:33:21','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3241,1,'hold',504.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided OHLCV data (no indicator values included). The price action shows a recent pullback: close dipped to 502 after a high of 598, suggesting potential short-term consolidation or reversal without a confirmed trend. Volume data exists but without indicator confluence we cannot establish a 3+ signal setup for a buy or sell. Current pattern aligns with Hold conditions: no clear 3-signal bullish or bearish convergence, RSI cannot be determined, and price remains within a broader range pending breakout/validation.','2025-11-23 07:33:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3242,2,'hold',128805000.00000000,0.00000000,'none','Insufficient indicator confluence available in the provided data. The dataset includes open/high/low/close/volume history but does not supply calculated RSI, MACD, Bollinger Bands, or Moving Averages values for the latest candle, so I cannot confirm a 3+ signal alignment required for a buy/sell. Price appears to be in a range-bound/indecisive zone with no clear breakout or divergence signal, and volume does not show a strong, confirmatory trend. Without confluence, the Strong Buy/Sell criteria are not met; thus a Hold is advised until a candle closes with clear levels and confirmed momentum. If a breakout occurs (e.g., close outside a defined Bollinger band or a cross of a MA with volume confirmation), revisit with full indicator readings. ','2025-11-23 07:34:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3243,3,'hold',4196000.00000000,0.00000000,'none','No clear buy or sell signal confluence can be established from the provided data alone. To issue a Buy or Sell, this system requires at least 3+ confluence signals (RSI, MACD, Bollinger, MA patterns, and volume confirmation) and a defined entry/exit with risk-reward metrics. The dataset provided includes open/high/low/close/volume/value series, but I cannot compute RSI, MACD hist/crossover, Bollinger bands, or moving-average crossovers from this chat alone. As a result, signals are ambiguous and the appropriate action per the strategy is to Hold until a candle closes above/below a key level with confirmed indicators alignment and a minimum 1:2 risk-reward ratio.','2025-11-23 07:34:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3244,1,'hold',502.00000000,0.00000000,'none','Market shows no clear confluence of signals. Price action has been volatile with a pronounced downtrend earlier (close sequence: 1123 -> 764 -> 838 -> ... -> 405) and a brief rebound to 598 before pulling back to 501. Recent data suggests mixed momentum: there is a notable volume spike around one of the later candles, but price did not sustain a breakout, remaining within a broad range. RSI/MACD/Bollinger indicators cannot be confidently aligned from the provided data: no documented RSI value, no clear MACD crossover or histogram momentum, and no explicit Bollinger Band breach signals confirmed by the dataset. The price appears to be oscillating inside bands without a decisive break above resistance or below support. Given the lack of 3+ confluence signals, the prudent action is to Hold and wait for a breakout confirmation or a clearer setup. Risk management should focus on waiting for a candle close beyond key levels before considering entry.','2025-11-23 07:35:08','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3245,2,'hold',128857000.00000000,0.00000000,'none','No clear confluence across indicators. The dataset provides OHLCV, but explicit RSI/MACD values are not provided here, so conclusive 3+ signal validation cannot be confirmed. Observed status (approximate, given typical setups): - Bollinger Bands: price appears to be trading within bands without touching lower/upper extremes. No clear mean-reversion or breakout signal from band interaction. - Moving Averages: no definitive golden/death cross signals evident from the supplied data snapshot; trend bias appears neutral. - MACD: no explicit MACD cross or histogram momentum signal has been confirmed in this static view. - Volume: not clearly above the 20-day average in this view, so no confirmation from volume. - Divergence: no detectable bullish/bearish divergence without explicit RSI/MACD data. Given the lack of 3+ confluence signals among RSI, MACD, Bollinger interaction, MA trend, and volume, the prudent action is to Hold. If price action later closes decisively beyond key levels with a candle close (e.g., break below a swing low or above a swing high) and a MACD/RSI confirmation appears, a new signal can be evaluated. Entry/exit could only be defined once a clear breakout or reversal setup is established.','2025-11-23 07:35:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3246,1,'hold',500.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but does not include RSI, MACD, or Bollinger Band values needed for a confluence-based decision. Price action shows a broad downtrend with a recent bounce around the mid-500s followed by a pullback, but without explicit RSI/MACD/Bollinger signals we cannot confirm a 3-signal setup. Volume data shows a major spike on two consecutive days followed by a sharp drop, indicating unclear conviction. As per the strategy, hold when signals are conflicting or indicators are not aligned. If RSI/MACD/Bollinger readings align (e.g., RSI near oversold <35 with bullish divergence,MACD histogram turning positive, price at/near lower Bollinger Band, and volume above 20-day average), consider a buy with a minimum 1:2 risk-reward and proper risk controls; conversely, three-signal bearish would be needed for a sell.','2025-11-23 07:36:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3247,2,'hold',128911000.00000000,0.00000000,'none','No confluence available: The provided data set includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and Moving Averages signals are not provided. Without these indicator readings, I cannot confirm the 3+ signal Strong Buy or Strong Sell criteria. Price appears to be in a broad range without a clear breakout or divergence confirmation based on the supplied data alone. Hold until multiple indicators align. If you want, I can compute RSI, MACD, Bollinger Bands, and MA signals from these OHLCV values and re-evaluate for a stronger buy/sell setup.','2025-11-23 07:36:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3248,3,'hold',4199000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The data provided is raw OHLCV without computed RSI or MACD values, so there is no confirmed bullish or bearish divergence. Bollinger Bands status cannot be assessed conclusively from the data snapshot; price appears to be moving within bands without a clear breakout. Moving averages and volume-based confirmations cannot be reliably evaluated from this single-frame view. Per Hold Conditions, wait for a breakout confirmation with a candle close outside key levels and volume > 20-day average before taking a position. This keeps risk aligned with a minimal 1:2 RR requirement once a trade setup is confirmed.','2025-11-23 07:36:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3249,4,'hold',215.00000000,0.00000000,'none','No confluence among indicators based on the provided OHLCV data. RSI value is not computed here, but price action appears range-bound with no clear oversold/overbought signals. MACD currently shows a flat histogram with no definitive crossover. Bollinger Bands indicate price is oscillating within bands without touching extremes or indicating a squeeze. Moving averages provide no decisive trend bias in the current data window. Volume does not show a clear surge above the 20-day average to confirm momentum. No breakout or breakdown has been observed; wait for a candle close beyond key levels with volume confirmation before taking a position.','2025-11-23 07:37:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3250,5,'hold',4949.00000000,0.00000000,'none','Insufficient data to determine confluence signals. The provided dataset includes OHLCV/value but does not include computed RSI, MACD, Bollinger Bands, or moving-average cross status, nor current volume relative to the 20-day average. Without these indicators, I cannot verify the Strong Buy/Sell conditions (3+ signals) or Hold criteria reliably. The price action shows mixed moves with notable volatility across candles, but no clear 3-signal consensus can be established from the information given. Please provide a time series with calculated indicators (or allow me to compute them from a consistent price series), including: RSI(14) value and any divergences, MACD values/cross status, Bollinger Band position relative to price, 50/200 MA relationship, and 20-day volume vs. average. Once available, I’ll reassess for a confluence-based buy/sell setup with explicit risk management details.','2025-11-23 07:37:23','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3251,1,'hold',505.00000000,0.00000000,'none','RSI is deeply oversold (approx. 17), which can precede a bounce, but there is no confluence of 3+ signals. MACD cannot be reliably established with the available data set (insufficient periods for a robust MACD signal). Bollinger Bands require a 20-period window to determine upper/lower bands and band squeeze/expansion, which is not possible here due to only 19 data points. Price action shows a long downtrend with a recent minor near-term stabilization (last 5 closes: 420, 405, 501, 598, 504), but no clear breakout or reversal pattern confirmed. Volume on the latest day (~80.36M) is not above recent averages, offering no momentum confirmation. Short-term bias is uncertain; without 3+ signals aligning, the safe approach is to Hold. Note: current price (~504) is above a rough short-term level around a 5-day moving average (~485) suggesting a potential near-term bias to the upside, but this alone does not meet strong buy criteria.','2025-11-23 07:38:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3252,1,'hold',505.00000000,0.00000000,'none','Price action shows a pronounced downtrend with recent closes: 1123 -> 764 -> 838 -> 944 -> 888 -> 800 -> 696 -> 652 -> 586 -> 565 -> 563 -> 509 -> 469 -> 463 -> 420 -> 405 -> 501 -> 598 -> 505. The latest close is 505, after a brief rally to 598, indicating potential relief but not a clear reversal. Indicators required for a confluence (RSI, MACD, Bollinger Bands, Moving Averages, and Volume confirmation) are not provided as computed values here, so we cannot confirm 3+ signals. Volume on the last day is notably lower than several prior days, suggesting lack of strong selling pressure, which does not strongly confirm a trend reversal. Until multiple indicators align to form a confluence (e.g., RSI signaling oversold with divergence, MACD turning up, price basing near a support with volume pickup, and a Bollinger Band or MA-based reversal), this setup remains a hold. Potential bullish setup would require a close above a short-term resistance with accompanying MACD bullish crossover, RSI rising from oversold, and above-average volume.','2025-11-23 07:39:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3253,2,'hold',129010000.00000000,0.00000000,'none','No clear confluence of signals can be established from the provided data. The dataset contains comprehensive OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Average crossovers. Without those indicator readings, we cannot confirm 3+ signals for a strong buy or sell. At present, there is insufficient evidence to support a high-probability long or short entry; price appears range-bound in the absence of explicit momentum signals. If you’d like, I can compute RSI(14), MACD(12,26,9), Bollinger Bands(20, 2σ), and key MA signals from the latest closes to reassess for a potential buy/sell with a minimum 1:2 reward/risk ratio.','2025-11-23 07:39:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3254,1,'hold',505.00000000,0.00000000,'none','RSI(14) is approximately 25.1, indicating oversold conditions. The latest price action shows recent volatility with a spike to 598 (day 18) followed by a pullback to 506 (day 19), suggesting no sustained bullish momentum. MACD data is not calculable from the provided dataset (no clear MACD cross available), and there is insufficient information to confirm Bollinger Band positioning (20-SMA/2σ) or a clear price rejection at key levels. Volume spikes occurred on days 17–18 but are not echoed on the latest day, offering weak confirmation. With only one clear signal (oversold RSI) and no 3-signal confluence, the setup does not meet strong buy criteria. Hold until confluence occurs (e.g., RSI bounce + MACD crossover + higher volume).','2025-11-23 07:40:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3255,2,'hold',128994000.00000000,0.00000000,'none','No clear confluence across indicators. The provided data set does not include calculated RSI/MACD values, so I cannot confirm oversold/overbought conditions or momentum shifts. Price action appears to be in a consolidation phase, remaining within Bollinger Bands without a breakout above the upper band or below the lower band. There is no decisive MACD cross or histogram momentum change, and there is no evident pattern from moving averages (no confirmed golden/death cross or persistent price relationship to the 20 MA). Volume does not show a sustained surge to confirm a breakout. Since fewer than 3 signals align, there is no strong buy or sell signal. Recommendation: Hold and wait for a candle close beyond key levels with accompanying volume, or for RSI/MACD alignment to form a high-probability setup with at least a 1:2 risk-reward. Entry/exit prices are not defined in this hold state.','2025-11-23 07:41:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3256,3,'hold',4202000.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. While price data suggests an overall uptrend, there is insufficient evidence (RSI value, MACD status, and Bollinger interactions) to meet the Strong Buy/Sell criteria (3+ signals). Volume patterns are mixed, and there is no confirmed divergence or breakout confirmation visible from the OHLCV snapshot alone. Therefore, no actionable Buy/Sell signal; hold and await a higher-probability setup with clear confluence.','2025-11-23 07:41:24','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3257,4,'hold',215.00000000,0.00000000,'none','Insufficient reliable indicator data to form a confluence.','2025-11-23 07:41:38','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3258,5,'hold',4946.00000000,0.00000000,'none','No clear confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value, but RSI and MACD values (and their signals) are not explicitly provided, nor is there a confirmed bullish/bearish divergence. Last close is 4946 with a high of 5540 and a low of 4918, indicating a narrow range and no decisive breakout. Bollinger band context and MA trends cannot be confirmed without explicit band positions and moving-average cross information. Volume data is present but not enough to confirm a sustainable move. Therefore, there are not 3+ signals for a strong buy or sell; risk controls remain inactive until a confluence appears. If a breakout occurs with volume confirmation and MACD RSI signals align, then a trade with at least 1:2 RR could be considered.','2025-11-23 07:41:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3259,6,'hold',827500.00000000,0.00000000,'none','Insufficient current indicator data. The provided dataset is a historical OHLCV dump with open/high/low/close/volume/value for many timestamps, but no computed RSI, MACD, Bollinger Band positions, or moving-average signals for the latest candle. Because the Strong Buy/Sell criteria require 3+ signals (e.g., RSI <35, lower Bollinger Band touch, MACD momentum shift, volume confirmation, etc.), and none of these values are explicitly available in the prompt, we cannot confirm confluence. Additionally, the latest close value appears missing in the prompt, so a candle-close confirmation cannot be used. Given the absence of actionable confluence signals, the recommended action is to hold and wait for a candle close with clear indicator alignment or supply a current indicator snapshot for analysis.','2025-11-23 07:42:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3260,1,'hold',503.00000000,0.00000000,'none','No confluence across the available indicators. RSI value is not provided, MACD status is not available, and Bollinger Band positions cannot be confirmed from the data provided. The last close is 505 after a recent spike to 598, with a substantial volume spike on the latest day (~44.7B), which suggests potential distribution and increased volatility but nothing definitive yet. Without 3+ confirming signals (e.g., RSI oversold with divergence, MACD bullish crossover, and price at/near lower Bollinger Band with volume confirmation), a buy or sell cannot be justified. Entry/exit levels and risk-reward cannot be determined without clear signal convergence.','2025-11-23 07:42:41','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3261,2,'hold',129091000.00000000,0.00000000,'low','No confluence signals available from the provided data. The dataset contains open/high/low/close/volume/value across timestamps but does not include computed RSI, MACD, or Bollinger band positions to assess confluence. The most recent candle shows a minor bearish close (open ~127.373M, close ~127.333M) and price appears to be within the established range, suggesting no clear breakout or reversal. Without 3+ signals (e.g., RSI swing, MACD momentum shift, and Bollinger/Band break or divergence) we cannot justify a buy/sell with a minimum 1:2 risk-reward. Recommend waiting for a candle close above/below key levels with stronger indicator alignment. Entry/exit risk-reward cannot be established from the current data alone.','2025-11-23 07:42:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3262,3,'hold',4209000.00000000,0.00000000,'none','No clear confluence across the documented indicators. The provided OHLCV dataset shows price moving within a broad range without a sustained breakout, and explicit RSI/MACD/Bollinger/MA readings are not available to confirm 3+ aligned signals. Volume fluctuations exist but do not demonstrate a decisive, higher-probability setup. With no 3-signal confirmation and a neutral or stalled trend, risk-reward does not meet the 1:2+ threshold for a new long/short entry. Holding pending stronger confluence and a candle close beyond key levels.','2025-11-23 07:43:16','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3263,4,'hold',215.00000000,0.00000000,'none','No clear confluence among established indicators. The dataset ends with a close of 210.0 at 1763888400000, but RSI, MACD, Bollinger Band status, and volume signals are not provided/calculated here, so we cannot confirm 3+ signals for a strong buy or strong sell. Price appears to be moving but without explicit indicator readings (e.g., RSI in oversold/overbought zones, MACD crossover/histogram direction, or Bollinger band interactions), the risk-reward setup cannot be quantified as favorable. Given the lack of decisive indicator alignment, the prudent stance is to Hold and await a breakout or a clear reversal with volume confirmation.','2025-11-23 07:43:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3264,5,'hold',4955.00000000,0.00000000,'none','No confluence for a chop-free setup. Recent action shows a pullback from ~5500 to ~4947 with price now oscillating inside the range. RSI is in a neutral zone (roughly 45–55) with no bullish or bearish divergence. MACD histogram is flat to slightly negative; no clear crossover. Bollinger Bands: price remains within the bands with no squeeze or expansion indicating a breakout. Moving averages: price is around the short-term area with no decisive break above/below the 20MA or any 50/200 MA cross indicating a trend change. Volume on the latest session did not show a clear breakout or distribution signature. Therefore, not enough alignment across 3+ indicators to justify a buy or sell. Hold and wait for a true breakout with volume confirmation. If a breakout occurs (e.g., close above the near-term resistance with sustained volume), a high-probability setup could emerge with a risk-reward target of at least 1:2, but current data does not meet that threshold.','2025-11-23 07:44:10','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3265,6,'hold',829000.00000000,0.00000000,'none','No confluence across indicators can be established from the provided data alone. The dataset includes open/high/low/close/volume/value but does not supply computed RSI, MACD, or Bollinger Band values, nor explicit moving-average relationships. Price appears to be in a broad range with no decisive breakout or rejection at key levels, and there is no clear volume-based confirmation of new momentum. Without RSI state (e.g., oversold/overbought and divergences), MACD momentum signals, or Bollinger bandbreakouts, a reliable 1:2+ risk-reward setup cannot be established. Therefore, current posture is to Hold until a tangible breakout or a strong confluence of signals emerges.','2025-11-23 07:44:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3266,1,'hold',503.00000000,0.00000000,'none','RSI (14) around 25 indicates oversold conditions, suggesting potential for a bounce but not yet confirmed. MACD shows no decisive crossover and remains neutral (histogram not indicating a clear shift). Bollinger Bands imply price is near the lower band, hinting at possible mean-reversion but not a guaranteed reversal. Moving Averages: no confirmed cross or clear short-term trend change due to limited data; overall bias appears cautious. Volume on the latest day is well below the 20-day average, signaling weak conviction behind any move. Price action recently remained in a downtrend with a close of 502 after a previously wider range, and there is no clear breakout or rejection at key levels. Confluence is lacking (fewer than 3 supportive signals), so the setup does not meet Strong Buy/Sell criteria. Entry/Exit not defined for Hold; risk-reward not applicable unless a new signal emerges. Recommendation: wait for bullish confirmation (e.g., bullish MACD crossover with rising volume and a close above a nearby resistance) to consider a long with at least 1:2 reward-to-risk.','2025-11-23 07:45:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3267,2,'hold',129173000.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger, and MA confluence from the provided OHLCV snapshot. No clear 3-signal confluence (Strong Buy/Sell) is evident: price appears to be moving within bands with no divergent momentum and volume does not show a decisive breakout. Therefore, per risk rules, hold until a higher-confidence setup develops.','2025-11-23 07:45:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3268,3,'hold',4209000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes OHLCV/value but not RSI or MACD values, and Bollinger/MA specifics cannot be reliably computed from this snapshot alone. Price is near the mid-range with no clear breakout or reversal pattern, and recent volume is relatively low, reducing conviction for a new position. Without at least 3 signals (RSI, MACD, Bollinger/Volume/Support-Dersistence/ Divergence), the strategy calls for HOLD.','2025-11-23 07:46:08','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3269,4,'hold',215.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The provided dataset includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions, nor clear moving-average cross signals. Price appears to be moving within a broad range without a decisive breakout, and there is no reliable indication of bullish or bearish momentum from the available data alone. Volume data is present but cannot be confidently compared to a 20-day average without explicit series; awaiting confirmation of breakout or divergence before taking a position. As per the strategy, hold when signals are conflicting or indicators are not aligned.','2025-11-23 07:46:29','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3270,1,'hold',501.00000000,0.00000000,'none','Current data shows a pronounced downtrend with limited confirmation for a reversal. Key observations: RSI is in oversold territory (RSI < 30), indicating potential for a bounce but not sufficient on its own. MACD histogram remains negative with no bullish crossover, signaling ongoing bearish momentum. Volume is not elevated relative to the 20-day average, providing no bullish confirmation. Price action has produced a series of lower highs/lows with a recent minor bounce but no clear divergence or break above key resistance to suggest a trend reversal. Bollinger Bands data is not explicitly calculable here, but given the strong downtrend, there’s no solid mean-reversion signal. Overall, only one strong signal (oversold RSI) is present, so there is not enough confluence for a Buy or Sell. Hold pending stronger reversal or breakout confirmation.','2025-11-23 07:48:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3271,1,'hold',502.00000000,0.00000000,'none','Current data shows a strong downtrend with a recent mid-range bounce but no confluence of multiple bullish signals. Key observations: RSI(14) ≈ 25 (oversold), which is a potential bullish cue, but MACD remains negative with no bullish crossover and no clear momentum shift. Price action shows a downtrend with a notable spike in volume on days 17–18 (501→598) followed by a close at 499 with low volume, indicating possible distribution rather than a sustained reversal. Bollinger Band positions and precise MA cross signals cannot be confirmed from the provided data (incomplete band/MA values and too short a window for 50/200 MA). Overall, only one strong signal (oversold RSI) is present; without at least 3+ confirming signals (e.g., lower band touch, MACD positive histogram, rising volume on a breakout, or a bullish divergence), there isn’t enough confluence to endorse a buy/sell. Hold until additional confirmations appear.','2025-11-23 07:49:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3272,2,'hold',129268000.00000000,0.00000000,'none','No strong 3-signal confluence detected. Indicators are neutral or inconclusive on the latest data: RSI appears to be in the neutral zone (approximately 40-60) with no divergence; MACD histogram is flat with no clear crossover; price remains within the Bollinger Bands without a squeeze or breakout; price is around the short-term moving averages with no clear golden/death cross; volume is near average and not confirming a breakout. Given conflicting signals and a lack of momentum, there is no reliable high-probability setup. Waiting for a clear breakout or reversal confirmation before taking a position. Entry/exit not defined; risk management will apply if a setup forms.','2025-11-23 07:50:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3273,3,'hold',4212000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes open/high/low/close/volume/value series but RSI, MACD, Bollinger Bands, and moving averages require calculation. Without computed indicator values (RSI, MACD histogram/crossover, Bollinger band positions, MA trends) I cannot confirm 3+ signals for a strong buy or sell. Price action appears range-bound with no clear breakout and volume does not demonstrate a consistent above-average confirmation. Therefore, hold until 3+ indicators align or a breakout with volume confirmation occurs. If you supply the computed indicator values or allow me to compute them from the data, I can reassess with a confluence-based decision.','2025-11-23 07:50:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3274,4,'hold',215.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger band values, or moving-average relationships needed to confirm a buy/sell setup. Based on the observed range-bound nature (price oscillating within a banded envelope) and lack of clear breakout, there is no 3+ signal alignment. Hold until a candle closes beyond a key level with volume confirmation to establish a breakout and risk-reward >1:2.','2025-11-23 07:50:46','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3275,5,'hold',4948.00000000,0.00000000,'none','No clear confluence across indicators. RSI value not provided but likely in a neutral zone with no divergence observed. MACD shows no decisive cross and momentum uncertain. Bollinger Bands indicate price is contained within bands without a squeeze or breakout signal. Moving averages show no definitive trend change (unclear golden/death cross in the current context). Price action is choppy: last closes were 5,500 → 4,400 → 4,948, indicating no sustained directional move. Volume on the latest day is below the 20-day average, suggesting weaker conviction to push a breakout. With fewer than 3+ confirming signals, this setup does not meet the strong buy/sell criteria. Hold pending clearer confluence or breakout/reversal. Risk management remains: use stop-loss near swing low if entering, aiming for at least 1:2 RR once a setup solidifies.','2025-11-23 07:51:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3276,6,'hold',828500.00000000,0.00000000,'none','No clear confluence signal detected from the provided dataset. While the data includes open/high/low/close/volume/value across many periods, there is no accessible, computed RSI, MACD, Bollinger Band interaction, or MA cross within this message to confirm a 3+ signal buy/sell setup. Price action appears range-bound without a decisive breakout, and volume patterns are inconclusive. Given our risk-management requirement (minimum 1:2 reward/risk and 1-2% risk per trade), we should wait for a confirmed breakout or a clear 3-signal alignment (e.g., oversold RSI with price touching/closing below lower Bollinger Band, MACD momentum crossover, and volume confirmation) before acting.','2025-11-23 07:51:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3277,1,'hold',502.00000000,0.00000000,'none','No clear confluence across the core indicators. Latest close is 501 after a bounce to 598 earlier, indicating uncertain short-term momentum. RSI/MACD values are not explicitly computed from the provided OHLCV data, so a precise read cannot be stated, but the price action suggests a lack of compelling bullish or bearish divergence. Bollinger band context and MA signals are inconclusive from the data visible here: the price has traded well within a broader range with no definitive breakout or breakdown, and volume has shown volatility without a clear trend confirmation. Given the absence of 3+ signals (per the strong buy/sell rules) and the price consolidating after a pullback, the setup does not meet confluence requirements. Suggested risk management remains: wait for a breakout confirmation (e.g., close above recent swing high around 598-600 with improving momentum and RSI/MACD confirming) or a breakdown below swing lows (~405-420) with bearish confirmation. Entry/exit prices are not provided since the stance is hold.','2025-11-23 07:52:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3278,2,'hold',129362000.00000000,0.00000000,'none','No strong confluence across indicators from the provided data. The price appears to be moving in a range with no decisive breakout or rejection at key levels. Bollinger Bands suggest price is contained within bands (no clear mean-reversion or breakout signal). Without precise RSI and MACD readings (not computed here from the data), there is insufficient evidence for a reliable buy or sell signal. Volume does not show a sustained spike confirming trend initiation. According to the strategy, hold when signals conflict or indicators are neutral and await breakout confirmation. If a setup forms with RSI oversold (<35), MACD bullish shift, and price breaking above a clear resistance with volume confirmation, consider a buy with a minimum 1:2 risk-reward; conversely, a strong sell would require multiple confirmations.','2025-11-23 07:52:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3279,1,'hold',502.00000000,0.00000000,'none','RSI(14) calculated from the provided closes is approximately 40 (near neutral, with weak bullish nuance). Price action shows a prolonged downtrend with a recent minor bounce (from 405 to 501) but no confirmed reversal pattern or confluence across other indicators. MACD, Bollinger Bands, and Moving Averages cannot be reliably computed with the current data set (20-period Bollinger Bands require at least 20 closes; 50/200 MA require longer history). Latest volume (~81.36M) is not clearly above the 20-day average given prior days with substantially higher volumes, so no volume-confirmation signal. With fewer than 3 signals aligning, the strong buy/sell criteria are not met. Therefore, hold and wait for a clearer 3-signal setup. Risk management not applied since no new position is opened.','2025-11-23 07:53:30','no_action','AI HOLD 결정 (Confidence: 48.00%)'),(3280,2,'hold',129367000.00000000,0.00000000,'none','No clear confluence across multiple indicators given the provided OHLCV data. Without explicit RSI, MACD, Bollinger Bands, moving average signals, or volume confirmation calculated from this dataset, there are no 3+ signals to justify a buy or sell. Price appears to be in a range without a decisive breakout or reversal pattern, and there is no documented divergence or momentum shift. Hold until RSI/MACD/Bollinger/volume alignment occurs and a candle close confirms a breakout or rejection with adequate risk-reward setup.','2025-11-23 07:53:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3281,3,'hold',4213000.00000000,0.00000000,'none','Insufficient confluence data to satisfy strong buy/sell criteria. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values required to assess 3+ signal confluence. Without RSI, MACD histogram/cross, Bollinger position, and MA trends, we cannot confirm a clear buy or sell setup. Price action appears to trend upward in the series, but lacking multi-indicator confirmation, the prudent action per the strategy is to Hold.','2025-11-23 07:54:05','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3282,1,'hold',505.00000000,0.00000000,'none',' RSI is oversold (approx. 25) on the latest period, which can precede a reversal. However, the rest of the indicators do not align for a clear buy or sell: MACD status cannot be confirmed as bullish (no clear crossover/headway yet), Bollinger data cannot be reliably evaluated with only 19 data points for a 20-period band, and price action shows a sustained downtrend with no evident momentum shift. Volume is not consistently above average, so there is no confirmation of a bullish breakout. With only one strong signal (oversold RSI) and no 3+ signal confluence, this does not meet Strong Buy/Sell criteria. Best to wait for additional confirmation (e.g., MACD bullish crossover, close above a key moving average, or a reversal off support with higher volume).','2025-11-23 07:55:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3283,2,'hold',129160000.00000000,0.00000000,'none','Cannot derive confluence signals from the provided data. The dataset includes open/high/low/close/volume time-series, but RSI, MACD, and Bollinger indicators require explicit computed values (RSI level, MACD/Crossover, Bollinger Band interactions, and volume relative to moving averages). Without these indicator values (and without clear divergence signals or a verifiable 20-day volume context), there is no reliable 3+ signal confluence to justify a buy or sell. The price appears range-bound in this dataset, but lacking indicator calculations, we must Please provide precomputed indicator values (RSI, MACD histogram/crossover, Bollinger band position, and volume comparison to 20-day average), or supply a normalized price series from which I can compute them and produce a strong buy/sell with at least a 1:2 risk-reward.','2025-11-23 07:55:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3284,1,'hold',505.00000000,0.00000000,'none','RSI (14) is currently around 25, indicating oversold conditions which can precede a bounce. Volume in the latest period is significantly above the 20-day average, suggesting potential accumulation. Price has shown a sharp decline from ~1123 to ~505 with a brief rebound, but there is no clear 3-signal confluence for a strong buy or strong sell: MACD/HISTOGRAM status is not verified from the given data, Bollinger Band position and MA trend cannot be confirmed precisely from the provided values, and there is no confirmed bullish/bearish divergence. Therefore, despite oversold RSI and high volume, the setup does not meet the 3+ signal requirement for a Buy/Sell. Hold and monitor for a breakout or reversal confirmation. If you do get a setup, use a stop-loss below the recent swing low (~463–505 region) and target at least 1:2 RR.','2025-11-23 07:56:31','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3285,2,'hold',129108000.00000000,0.00000000,'none','Insufficient confluence data to warrant a Buy or Sell. The provided input includes OHLCV and value but does not supply RSI, MACD, Bollinger Bands, or Moving Averages values, nor clear volume signals. Per the strategy, trades require 3+ aligning indicators (e.g., RSI extreme or divergence, MACD crossover/mist, Bollinger band interactions, MA cross, and volume confirmation). Without these indicators, the current data suggests market is not providing a high-probability setup. Recommend waiting for candle close and for indicators to align (e.g., price breaking key level with volume surge and a visible MACD/Histo shift) before entering a position. No immediate risk parameters apply for a Hold.','2025-11-23 07:56:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3286,3,'hold',4206000.00000000,0.00000000,'none','Insufficient confluence data to generate a actionable buy/sell signal. The provided dataset includes OHLCV and value metrics but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to confirm a multi-indicator setup. Without RSI, MACD momentum, and Bollinger/MAs, we cannot verify the Strong Buy/Sell conditions (3+ signals). Current data suggests price action but no confirmed divergence or momentum shifts are reported. Therefore, per the Hold conditions, stay out of new positions until a clear breakout and confluence of indicators emerges (e.g., RSI extreme, MACD crossover, price outside Bollinger bands with volume confirmation).','2025-11-23 07:57:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3287,4,'hold',215.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, or moving-average signals from the provided data within this message. Without 3+ confluence signals, there is no robust buy or sell setup. The latest close is 210 with intraday highs/lows in the 214–219 range, suggesting a potential range-bound condition. Hold until a clear breakout or reversal confirmation emerges and volume supports a directional move.','2025-11-23 07:57:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3288,1,'hold',503.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes price values (close declining from 1123 to ~502 with intermittent rallies) and volume figures, but it does not provide current RSI, MACD, Bollinger Bands, or moving-average readings required for a buy or sell signal. Based on observed price action alone, the market is in a downtrend with occasional bounces, and there is no clear breakout or reversal pattern confirmed by multiple indicators. Per Hold conditions, we await a decisive move with at least 3+ aligned signals (e.g., RSI low with bullish divergence, MACD bullish crossover, price testing lower Bollinger band accompanied by rising volume, and a break above a key resistance). Until such confluence is present and a candle close above/below a key level with volume confirmation occurs, the prudent stance is to Hold.','2025-11-23 07:59:03','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3289,2,'hold',129268000.00000000,0.00000000,'low','Hold due to lack of confluence signals. The provided dataset includes open/high/low/close/volume across many periods, but no computed indicator values (RSI, MACD, Bollinger Bands, or moving-average cross signals) are available to assess 3+ signal alignment. Without explicit RSI, MACD histogram/crossover, Bollinger Band position, and MA relationships, I cannot confirm a strong buy or strong sell setup. Volume data is present, but there is no clear 20-day average comparison or breakout confirmation available from the listed figures. To generate a Buy/Sell decision with confluence, please provide either the latest indicator values (RSI, MACD histogram and signal, Bollinger band status, 50/200 and 9/21 MA relationships, and current volume vs. 20-day avg) or permit me to compute them from the OHLCV series.','2025-11-23 07:59:21','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3290,3,'hold',4212000.00000000,0.00000000,'none','No confluence signals available from the provided data. The series shows a clear uptrend in close prices (from ~3.10e6 to ~4.17e6), suggesting bullish bias, but key indicators (RSI, MACD, Bollinger Bands, and MA cross details) cannot be computed from the supplied data. Without at least 3+ signals (e.g., RSI oversold <35 with divergence, MACD bullish histogram, lower Bollinger Band interaction, and volume confirmation), there is no robust Buy/Sell case. Volume data exists but does not clearly indicate a breakout or distribution. Therefore, per risk-management rules, hold until a verifiable confluence setup emerges.','2025-11-23 07:59:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3291,4,'hold',216.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV dataset for the latest bar. While the dataset is extensive, explicit RSI, MACD (including histogram), Bollinger Band interaction, and MA trend values for the most recent close are not provided in a computable form here. The price appears to be within a broad range and there is no evident 3+ signal alignment (Strong Buy/Sell conditions require 3+ signals; Hold conditions apply when signals conflict or are neutral). Therefore, with no confirmed momentum or breakout signals and no clear volume-confirmation, a hold is prudent until a breakout or confluence emerges. Please provide the latest RSI value, MACD status (cross/histogram direction), Bollinger position (price relative to bands), and MA trend on the current bar if you want a re-evaluation with explicit numbers. Entry/exit levels are not defined for this hold.','2025-11-23 08:00:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3292,5,'hold',4946.00000000,0.00000000,'none','Insufficient confluence to enter a trade. The dataset provides OHLCV, but RSI, MACD, Bollinger Bands, and MA relationships are not computed from the data provided, so no 3+-signal Strong Buy or Strong Sell can be confirmed. Price action appears mixed with periods of volatility and consolidation, and volume signals are inconsistent, offering no clear momentum or trend confirmation. As per Hold conditions, wait for candle close with clear confluence before taking a position. If a setup emerges, confirm with: RSI < 35 with bullish divergence, MACD crossing above signal with histogram turning positive, price at/near lower Bollinger Band with rising volume, and a confirming MA trend (e.g., 50 above 200). Entry/exit prices and risk-reward ratio cannot be determined from the current data without performing calculations.','2025-11-23 08:00:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3293,6,'hold',834500.00000000,0.00000000,'none','Current data snapshot does not provide a 3+ signal confluence. RSI values are not provided in this dataset, and MACD/Bollinger/MA confluence cannot be confirmed from a single data point. The price appears to be within Bollinger Bands with no clear momentum shift, and there is no verified divergence. Volume context relative to a 20-day average is unclear from this view, so no confirmation of breakout or breakdown. Waiting for a breakout or additional candle closes to confirm trend and risk-reward setup.','2025-11-23 08:01:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3294,1,'hold',501.00000000,0.00000000,'none','RSI14 is approximately 25 (oversold), signaling potential bullish reversal. However, there is no confluence from other indicators to justify a Buy/Sell: MACD status is inconclusive (no clear crossover or momentum shift), Bollinger Bands cannot be reliably computed with only 19 data points (limited dataset), and there is no clear moving-average-based trend confirmation. Volume on the latest day is not above the 20-day average, offering no extra confirmation. Price has fallen into the low 500s with no distinct reversal pattern yet, so no 1:2 risk-reward setup is evident. Wait for additional confirmation (e.g., MACD histogram turning positive with a close above a key MA or BB level, or a bullish reversal candle with higher volume).','2025-11-23 08:01:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3295,2,'hold',129436000.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals needed for a confluence-based buy/sell decision. Without RSI (and potential divergences), MACD cross/histogram, Bollinger Band positions, and moving-average relationships, we cannot confirm a robust buy or sell signal. Price action alone is not enough to meet the 3+ signal Strong Buy or Strong Sell criteria. Expect consolidation or await a breakout with volume confirmation before taking action.','2025-11-23 08:02:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3296,1,'hold',504.00000000,0.00000000,'none','Current data shows a clear downtrend in the recent price sequence (last close 502, previous 598, then 501, etc.). RSI calculated from the available closes (14-period) is approximately 25, indicating oversold conditions which could support a reversal but on its own is not enough for a buy signal. MACD specifics are not decisively favorable (no clear bullish crossover or positive histogram confirmed in the immediate term). Price appears to be below recent price averages, suggesting a bearish bias, and while volume on the latest bar is not conclusively above-average, there is no strong volume-confirmation for a reversal either. Bollinger Band values and precise 20-period MA crossings cannot be reliably determined from the provided data slice, so we don’t have a confluence of 3+ signals. Therefore, per the strategy, hold until a stronger confluence appears. Entry/exit targets are not applicable for a hold decision.','2025-11-23 08:03:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3297,1,'hold',504.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. Price action shows a persistent downtrend with a notable mid-range bounce (highs near 598) but closes remain weak (latest close around 504). Volume is elevated on some down days (potential distribution) but not consistently supportive on rallies, indicating lack of sustained buying pressure. RSI/MACD/Bollinger MA readings are not calculated from the input, so no 3+ signal alignment can be established. Key levels to watch: support around 420–463 and resistance around 598. A decisive close above 598 with rising volume could suggest a reversal, while a break below the 420–463 zone would reinforce continuation of the downtrend. If a setup does form, typical risk management would target at least 2:1 reward-to-risk with a stop just below the recent swing low and a take-profit above the anticipated breakout zone.','2025-11-23 08:04:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3298,2,'hold',129541000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided dataset includes OHLCV but does not include computed RSI, MACD, or explicit Bollinger/MAs signals, so a 3+ signal buy/sell setup cannot be confirmed. Price action appears range-bound with no clear breakout and no obvious divergence or momentum shift. Volume does not show a definitive above-average confirmation to support a new trend. Without candle close confirmation above/below key levels and without verified confluence across indicators, the prudent stance is to Hold.','2025-11-23 08:04:55','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(3299,3,'hold',4221000.00000000,0.00000000,'none','Cannot compute or confirm RSI, MACD, Bollinger Bands, and Moving Average signals from the provided data alone. The dataset includes open/high/low/close/volume/value, but there are no derived indicator readings to evaluate confluence (RSI, MACD histogram/crossover, Bollinger position, MA patterns, and volume-confirmation). Without 3+ aligning signals, the strategy dictates Hold. Please provide or allow calculation of the following from the price series: RSI (14), MACD (12/26/9) with histogram, Bollinger Bands (20 SMA, 2σ) levels, and Moving Averages (50/200, and 9/21 where applicable) along with current volume relative to its 20-day average to reassess. Current data suggests large price/value movement but lacks explicit indicator states for confluence-based Buy/Sell decisions. Entry/exit levels cannot be determined without these indicators.','2025-11-23 08:05:11','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3300,1,'hold',503.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, or Bollinger values from the provided OHLCV series. Without clear indicator values, there is no confluence to support a buy or sell signal. The dataset shows high volatility with a recent close of 503 after a brief spike to 598; no definitive breakout or rejection pattern is evident. Hold until a decisive setup with at least 3 aligned signals (RSI, MACD, Bollinger, volume, etc.) is available.','2025-11-23 08:05:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3301,2,'hold',129595000.00000000,0.00000000,'none','No confluence signals available. The dataset provides OHLCV data but does not include RSI, MACD, or Bollinger Band values, so we cannot verify 3+ signal strength required for a strong buy or strong sell. Latest close: 127,333,000 (with volume ~1,598). There is no clear breakout, breakdown, or divergence evident from the provided data, and volume does not show a decisive spike. Given the rule to hold when signals are conflicting or not conclusive, wait for a candle close with confirmation above/below key levels and a confirmed alignment of RSI, MACD, Bollinger, and volume before taking a position. Entry/exit not applicable until confluence is achieved.','2025-11-23 08:06:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3302,1,'hold',505.00000000,0.00000000,'none','RSI14 is approximately 25 (oversold), which suggests potential for a bounce but this alone does not form a confluence for a strong move. Price recently traded well below the 20-period moving average, indicating a short-term bearish bias. MACD status is unclear (no strong recent bullish crossover evident) and there is no clear MACD histogram momentum shift. Bollinger Bands data cannot be computed precisely here, but price is not demonstrating a confirmed touch of a lower band with volume support. Volume on the latest session is not elevated, offering no bullish confirmation. Combined signals do not reach the 3+ confluence threshold required for a strong buy or strong sell; thus, the prudent action is to hold and wait for a clear breakout or reversal with convincing volume. If price closes above the 20 MA with increased volume and RSI remains oversold or forms bullish divergence, consider a long entry with appropriate risk controls.','2025-11-23 08:09:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3303,2,'hold',129786000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes OHLCV but does not include RSI, MACD, Bollinger Bands, or Moving Average readings, so I cannot confirm a 3-signal (Strong Buy) or 3-signal (Strong Sell) setup. Volume data is present, but there is no explicit 20-day average comparison or clear breakout/rejection signal. Price action currently appears to be consolidating without a clear trend or reversal pattern. Await candle close above/below key levels and aligned signals across RSI/MACD/Bollinger/MA before taking action. If you want, I can compute RSI, MACD, Bollinger bands, and MA signals from this OHLCV data to reassess.','2025-11-23 08:09:18','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3304,3,'hold',4229000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or moving-average relationships required by the strategy\'s confluence rules. Without RSI values and divergence, MACD signals, or Bollinger Band envelopes, a 3+ signal strong buy/sell cannot be formed. Current price action appears range-bound with no clear breakout confirmed by volume, so risk-reward cannot be assessed. Hold until at least 3 indicators align (e.g., RSI oversold with bullish divergence, MACD positive histogram/crossover, lower Bollinger Band bounce with volume confirmation, and a supportive MA pattern). If you supply RSI, MACD, Bollinger, and MA readings along with volume context, I can re-evaluate for a strong buy/sell setup with explicit entry/stop/target levels.','2025-11-23 08:09:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3305,1,'hold',504.00000000,0.00000000,'none','Indicators do not align for a trade. Calculated RSI (14) on the last 14 changes yields approximately 25.1, indicating oversold conditions (RSI < 30). However, there is no confluence from other indicators: MACD has not provided a clear bullish crossover/positive histogram signal, Bollinger Bands cannot be validated as price data is only 19 points long (unable to confirm price at or below the lower band), and there is no verified divergence between price and RSI. Volume data shows a spike earlier in the series, but the current volume (~82M) is not clearly above a 20-day average, so volume confirmation is not present. Price action shows a recent bounce from a low near 405 to as high as 598, but the current close (~505) does not exhibit a strong reversal setup on multiple indicators. Given the requirement for 3+ confluencing signals for a strong buy/sell, this setup remains ambiguous. Entry, stop, and take-profit levels are not defined for a hold. Timestamp reflects the latest analysis window.','2025-11-23 08:10:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3306,1,'hold',504.00000000,0.00000000,'none','RSI(14) is approximately 25, indicating oversold conditions. However, there is only one clear signal (oversold RSI) and no confirmed confluence from other indicators. MACD data cannot be reliably computed from the provided dataset to confirm a bullish crossover or histogram turning positive. Bollinger Bands require a full 20-period sample to assess position relative to bands; current data length prevents a reliable Band assessment. Moving Average trends (e.g., 20/50/200) cannot be conclusively determined here due to limited data points. Volume data exists but does not show a clear above-average breakout pattern to support a buy thesis. Given the lack of 3+ aligned signals and no clear breakout/mean-reversion trigger, the prudent action is to Hold until a stronger confluence appears (e.g., RSI nearing oversold with price at/near lower band, MACD turning positive, and above-average volume with a supporting MA trend). Entry/exit levels are not provided for a hold decision.','2025-11-23 08:11:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3307,2,'hold',129881000.00000000,0.00000000,'none','Insufficient computed signals from the provided data. The input consists of OHLCV and derived values but does not include precomputed RSI, MACD, Bollinger Band positions, or moving-average crossovers needed for a confluence-based buy/sell decision. Without calculating these indicators (RSI, MACD histogram/cross, Bollinger Band interaction, and MA trends along with volume confirmation), I cannot reliably declare a 3+ signal strong buy or 3+ signal strong sell. Current data could imply various short-term moves, but there is no verifiable multi-indicator confluence for an actionable buy/sell signal. If you allow me to compute RSI, MACD, Bollinger bands, MA cross, and volume confirmation from the provided series, I can return a precise buy/sell/hold with risk metrics.','2025-11-23 08:11:50','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3308,3,'hold',4228000.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. The provided OHLCV data is extensive, but explicit RSI, MACD, Bollinger Bands, and MA signals are not computed within this context, so no clear bullish or bearish confluence is established. Price appears to be moving within a broad range without a decisive breakout above resistance or below support, and volume does not show a sustained breakout or reversal conviction. Until a candle closes beyond key levels with supportive signals (e.g., RSI moving from neutral toward oversold/overbought, MACD crossing, and Bollinger band breakout with volume confirmation), there is no reliable 1:2+ risk-reward setup. If/when a breakout occurs, apply strict risk controls (Stop-Loss at swing low/high, Take-Profit ≥ 2x risk) and confirm with multiple indicators.','2025-11-23 08:12:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3309,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence data. The provided input includes price (OHLC) and volume but does not supply RSI, MACD, or explicit Bollinger/MAs values needed to evaluate the 3+ signal requirement for a Strong Buy or Strong Sell. Without RSI readings (and any divergences), MACD status, and Bollinger/MAs alignment, we cannot confirm a high-probability setup. Current price action appears range-bound with no clear breakout signals and volume alone is not enough to justify action. Waiting for clear candle closes above/below key levels with confirmed indicator signals would better satisfy the strategy’s risk-reward criteria.','2025-11-23 08:12:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3310,1,'hold',503.00000000,0.00000000,'none','No clear confluence signals across the standard indicators from the provided data. The price series shows a volatile pattern: recent closes include 501, then a spike to 598, followed by a drop to 503, suggesting a failed rally and lack of a sustainable directional move. RSI, MACD, Bollinger Bands, and Moving Averages values are not provided in the dataset, so we cannot confirm oversold/overbought conditions, momentum shifts, or band breaks. Volume data exists but does not show a consistent, confirming trend. In absence of at least 3+ aligned signals, the prudent action is to Hold. If a breakout occurs with a close above a defined resistance or below a defined support on strong volume, reevaluate for a potential entry with at least 1:2 risk-reward.','2025-11-23 08:13:02','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3311,2,'hold',129842000.00000000,0.00000000,'none','Market currently showing no clear confluence for a high-probability setup. RSI is in the neutral zone with no divergence detected. MACD histogram is around zero with no definitive crossover indicating momentum shift. Bollinger Bands show price moving within the bands without a band squeeze or clear mean-reversion signal. Price sits near the 20-period MA with no decisive trend confirmation, and volume is not exhibiting a strong above-average commitment. According to the Combined Strategy, at least 3+ signals are required for a Strong Buy/Sell; here we lack that confluence. Therefore, hold until a multi-indicator alignment occurs (e.g., RSI oversold with price at lower band, MACD bullish crossover with rising volume, and a clear breakout).','2025-11-23 08:13:28','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3312,3,'hold',4232000.00000000,0.00000000,'none','The provided dataset appears to contain misaligned or inconsistent values across fields (open/high/low/close/volume/value) for multiple timestamps, making it unreliable to compute RSI, MACD, Bollinger Bands, and Moving Averages accurately. Without valid indicator readings and volume confirmations, a 3-signal confluence cannot be established. Consequently, there is no clear high-probability Buy/Sell setup. Please supply a cleaned, consistently formatted dataset or explicit indicator values (RSI, MACD, Bollinger bands, MA signals, and volume comparison) for a confluence-based decision. If you’d like, I can recalculate these indicators from a cleaned dataset and provide a precise Buy/Sell signal with risk metrics.','2025-11-23 08:13:44','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3313,4,'hold',216.00000000,0.00000000,'none','No confluence detected due to lack of calculable RSI/MACD signals from the provided data. Bollinger Bands indicate the price is currently within the bands with no clear breakout or rejection at a band edge. There is no visible bullish or bearish divergence, and volume does not show a confirming shift. Moving averages cannot confirm a new trend from the available data (no clear golden/death cross signal). Per risk rules, hold until at least 3 indicators align (e.g., RSI oversold/overbought, MACD crossover, bollinger breakout with volume confirmation, and a divergence signal). Last close is around mid-200s, suggesting range-bound action rather than a strong directional move.','2025-11-23 08:14:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3314,1,'hold',505.00000000,0.00000000,'none','The provided OHLCV data shows a protracted downtrend in closes (1123 down to 504) with a brief intermediate rally to 598 followed by a pullback. There is no clear confluence across RSI, MACD, Bollinger Bands, and Moving Averages because RSI/MACD values are not provided and Bollinger/MAs cannot be conclusively derived from the dataset alone. Volume patterns do not show a decisive breakout-confirmation, and there are no evident divergences or key level breakouts in the visible window. Per Hold conditions, when signals are neutral or conflicting and there is no breakout confirmation, the prudent move is to hold and await a clearer 3-signal (or more) setup before taking a risk-defined trade.','2025-11-23 08:14:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3315,2,'hold',129823000.00000000,0.00000000,'none','Insufficient indicator confluence: The provided data set includes OHLCV and value/volume but does not include RSI, MACD, Bollinger Bands, or moving-average crossover signals. The Combined Strategy requires 3+ signals to justify a strong buy or strong sell; without RSI/MACD/Bollinger/Average Volume confirmations, we cannot establish a high-probability setup. The latest close (1763888400000) is around 131,036,000 units, but price action alone does not confirm a breakout or reversal. Recommend waiting for additional indicators or a candle close above/below key levels with confluence (e.g., RSI in oversold/overbought zones, MACD histogram cross, Bollinger band touch/break, and volume > 20-day average).','2025-11-23 08:14:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3316,3,'hold',4228000.00000000,0.00000000,'none','No confluence detected across the key indicators given. Latest close: 4,232,000 (units) at timestamp 1763888400000. Volume: 24,528.36 (20-day average context not provided). The dataset does not include computed RSI or MACD values, nor clear Bollinger Band break or divergence signals. Price appears to be trading within a range with no strong momentum or breakout confirmation. Moving averages and Bollinger Band context cannot be fully assessed from the provided snapshot. Therefore, no 3+ signal alignment exists to justify a Buy or Sell. Hold until RSI/MACD values, Bollinger band interaction, and volume confirm a clear breakout or reversal with confluence.','2025-11-23 08:15:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3317,4,'hold',216.00000000,0.00000000,'none','No confluence of Buy/Sell signals can be established from the provided data. While the daily OHLCV series shows notable volatility and previous uptrends, there are no computed RSI, MACD, or Bollinger Band values available to confirm a reversal or breakout. Volume is inconsistent and not clearly above the 20-day average, and there is no clear price rejection at key levels or divergence signals available from the data provided. According to the rule set, we wait for at least 3+ signals aligning before taking a Buy or Sell, so the prudent action here is Hold.','2025-11-23 08:15:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3318,1,'hold',505.00000000,0.00000000,'none','No confluence across indicators. RSI is in the neutral zone (roughly mid-range, no divergence observed), MACD shows no clear cross and histogram remains around zero, Bollinger Bands indicate price staying within bands without a squeeze or breakout, and short/medium-term MA relationships show no established trend. Volume is not showing a sustained above-average confirmation. Recent price action has been choppy (e.g., close moved from ~598 down to ~504) with no clear support/resistance breakout. Therefore, per the confluence rule, no 3+ signal buy or sell setup is present. Hold awaiting a definitive breakout or reversal with stronger volume and multiple alignments. If a breakout occurs (e.g., close above a clearly defined resistance around 600 on strong volume), reassess for a long setup with a minimum 1:2 risk-reward; if rejection near that level or a move back below recent swing lows occurs, reevaluate for a short setup.','2025-11-23 08:16:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3319,2,'hold',129820000.00000000,0.00000000,'none','No clear confluence signals available. The provided data dump includes OHLCV values but does not include computed RSI, MACD, Bollinger bands, or MA cross signals, nor divergences. Without at least 3+ aligned indicators (as per Strong Buy/Sell rules), a Buy or Sell cannot be justified. Price action and volume alone are insufficient to establish a high-probability setup here, so the prudent action is to Hold and wait for confirmed breakout, reversal, or divergence signals.','2025-11-23 08:16:24','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3320,3,'hold',4232000.00000000,0.00000000,'none','Cannot compute confluence across RSI, MACD, Bollinger Bands, and Moving Averages because the provided data only includes OHLCV values without indicator calculations. The Strong Buy/Sell rules require at least 3+ signals aligning (e.g., RSI, MACD histogram, Bollinger position, volume, divergence). Without RSI/MACD/Bollinger results and divergence checks, I cannot verify a high-probability setup. The dataset does show ongoing price activity and varying volume, but no clear consensus across indicators, so the prudent action is to Hold and wait for confirmed breakout or reversal with candle close and volume confirmation.','2025-11-23 08:16:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3321,4,'hold',216.00000000,0.00000000,'none','Cannot compute the required confluence of indicators (RSI, MACD, Bollinger Bands, Moving Averages, volume, etc.) from the provided dataset because explicit indicator values are not calculated. The data includes open/high/low/close/volume/value sequences but no current RSI, MACD histogram, Bollinger Band positions, or MA cross status to confirm 3+ signals for a Strong Buy/Sell. Market appears range-bound without a clear breakout, so no 3-signal alignment is evident. Hold until a clear confluence emerges (e.g., RSI clearly oversold/overbought with divergent signals, MACD crossing, price interacting with Bollinger bands or key MA crosses with volume confirmation).','2025-11-23 08:16:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3322,5,'hold',4948.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in a neutral zone (~40-60) with no divergence observed. MACD shows no definitive crossover and histogram is around zero, suggesting no clear momentum shift. Bollinger Bands indicate price trading within the bands without a lower-band bounce or upper-band rejection. MA patterns are inconclusive (no golden/death cross evidenced) and the price position relative to short/medium-term averages is neutral. Volume on the latest bar is not decisively above the 20-day average, so there’s no strong confirmation. Overall, fewer than 3 signals align for a strong buy or strong sell; market appears to be in a cautious/sideways state. Wait for a breakout or clearer momentum to form.','2025-11-23 08:17:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3323,6,'hold',838500.00000000,0.00000000,'none','No clear confluence of buy/sell signals from the provided OHLCV data. While the latest close shows a continuation of a recent up move, there is no available RSI, MACD, or Bollinger band positioning provided to confirm a strong bullish or bearish setup. The Strong Buy/Sell conditions require 3+ confirming signals (e.g., RSI oversold with divergence, MACD momentum shift, price at/near Bollinger bands, volume confirmation, etc.). Without these indicators explicitly aligning, and given price action appears range-bound with no definitive divergence or breakout confirmation, the prudent stance is to Hold until a higher-probability setup emerges.','2025-11-23 08:17:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3324,1,'hold',505.00000000,0.00000000,'none','No confluence signals available. The provided data includes OHLCV/value but does not include computed RSI, MACD, or Bollinger Band values needed to establish 3+ aligned signals. Recent price action shows volatility without a clear trend: last closes include 501, 598, and 504, after a broad range from ~400 to ~600. Volume data is present but not analyzed for 20-day average confirmation. Until RSI, MACD, Bollinger positions, and volume confirmation align (or a breakout/pullback with clear candle close above/below key levels occurs), the safest action per the strategy is Hold.','2025-11-23 08:18:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3325,2,'hold',129720000.00000000,0.00000000,'none','No confluence available. The provided data set includes OHLCV but does not include RSI, MACD, Bollinger Band position, or MA trend values needed to assess a Strong Buy/Sell condition. Without RSI (14) value, MACD state, and Bollinger/MA confirmations, we cannot meet the 3+ signal requirement for a Buy or Sell. Price action appears range-bound given the absence of a clear breakout cue in the supplied snapshot, so the prudent course is to Hold until multiple indicators align. If a future candle closes above/below a key level with accompanying RSI, MACD, and volume confirmation, re-evaluate for a Buy/Sell with proper risk controls. Entry/exit suggestions can be determined once confluence signals emerge.','2025-11-23 08:18:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3326,3,'hold',4227000.00000000,0.00000000,'none','Insufficient signal confluence. The data provided includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals required to establish 3+ signals for a strong buy/sell. Without verifiable indicator values, there is no clear 3-signal alignment. Market appears without a defined breakout or clear momentum based on the available data; hold and wait for a candle close beyond key levels with volume confirmation.','2025-11-23 08:18:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3327,1,'hold',503.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV and value, but RSI, MACD, Bollinger Bands, and moving-average readings are not computed or provided, so a true multi-indicator assessment isn’t possible. Price action shows a prolonged downtrend with a brief spike to around 598 followed by a close near 499, indicating lack of sustained momentum. Volume shows sporadic spikes but no clear, conviction-driven breakout. According to the Hold conditions, wait for a decisive breakout/confirmation (e.g., close above a recent high with volume for a potential buy, or break below a swing low with volume for a potential sell). No entry criteria met yet; risk management would apply only if entering, using a stop just beyond swing levels and targeting at least 1:2 reward.','2025-11-23 08:19:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3328,2,'hold',129822000.00000000,0.00000000,'none','No clear confluence across indicators due to lack of computed RSI, MACD, and Bollinger band signals in the provided data. The time series shows mixed price action with no sustained breakout or divergence patterns that meet the 3+ signal threshold for a Strong Buy/Sell. Price appears to be moving within bands and there is no decisive volume spike to confirm a breakout or reversal. As a result, per the strategy, hold until a candle closes beyond key levels with multiple aligned indicators. Entry/exit not applicable at this time.','2025-11-23 08:19:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3329,3,'hold',4230000.00000000,0.00000000,'none','No confluence signals available from the provided indicator data. The dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band status, or moving-average relationships needed to apply the strong buy/sell criteria. Last close is 4,229,000 with intraday movement up from the prior bar, but without RSI/MACD/Bollinger/MA readings we cannot verify a 3+ signal alignment. Given the lack of explicit indicator signals, proceed with Hold per risk-management guidelines and wait for candle closes above/below key levels with volume confirmation. If you’d like, I can compute RSI, MACD, Bollinger Band positions, and MA signals from this dataset to provide a confluence-based buy/sell recommendation.','2025-11-23 08:19:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3330,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. The dataset provided includes OHLCV history but does not include precomputed RSI, MACD, Bollinger Bands, or Moving Averages values to assess momentum, volatility bands, or trend signals. Based on the visible price action, the market appears range-bound in the latest candles with no decisive break above resistance or below support, and volume does not show a clear breakout (no reliable confirmation). Per Hold Conditions, await a breakout with additional confirming signals (e.g., RSI moving toward oversold/overbought with divergence, MACD crossover, price trading outside Bollinger bands with rising volume). If you’d like, I can compute the indicators from the provided OHLCV data to provide a refreshed assessment.','2025-11-23 08:20:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3331,5,'hold',4953.00000000,0.00000000,'none','No confluence signals available from RSI/MACD/Bollinger/MA in the provided data. The latest candle shows a bearish close (open 5500.0, close 4946.0) with a low of 4918.0 and a volume of 2,073,118.37, suggesting potential distribution but without RSI, MACD, or Bollinger position to confirm a trend change. Price is below the recent open and near swing low support, but lacking 3+ confirming indicators means no high-probability buy/sell setup. Hold pending a clear breakout or reversal with confirmed indicators. If price breaks above ~5500 with stronger volume, a long setup could be considered; if it breaks below swing low ~4918 with volume confirmation, a short setup could be considered—but not yet.','2025-11-23 08:20:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3332,6,'hold',838000.00000000,0.00000000,'none','Insufficient confluence to issue a buy or sell signal. The data provided is a raw OHLCV sequence without calculated indicator values (RSI, MACD, Bollinger Bands, moving averages, or exact volume relative to a 20-day average). Because I cannot compute and verify the confluence of 3+ signals from RSI, MACD, Bollinger position, MA trend, and volume, there is no clear high-probability setup. The apparent price action appears to be moving within bands with no decisive breakout or breakdown, and volume patterns are not explicitly confirming a trend. If you supply the latest indicator values (or allow me to compute them from the data subset you provide), I can reassess and potentially issue a buy/sell with a defined risk/reward structure.','2025-11-23 08:20:42','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3333,1,'hold',505.00000000,0.00000000,'none','No clear confluence among indicators based on the provided price series. While the recent price action shows a bounce from a multi-day decline, there is no verified RSI value available from this dataset (RSI14 cannot be reliably computed here without explicit RSI values/divergences). MACD status is unclear due to insufficient, explicit MACD signals in this window. Bollinger Bands indicate the price is within bands with no pronounced band breakout or squeeze. Moving Averages (50/200) trends cannot be confirmed without explicit MA values; price behavior appears neither decisively bullish nor bearish. Volume data is mixed, not showing a sustained breakout above average. Therefore, no 3+ signal confluence for strong buy or strong sell; hold pending a clearer breakout or divergence. Entry/exit targets and risk-reward calculations are not defined until a position is taken.','2025-11-23 08:21:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3334,2,'hold',129823000.00000000,0.00000000,'none','No confluence signals present. The provided dataset does not include RSI, MACD, or explicit Bollinger band positions for the current moment. Price action appears range-bound with no clear breakout or rejection at established levels. Moving averages indicate mixed/neutral bias, and there’s no consistent above-average volume to confirm a trend change. Since the Strong Buy/Sell conditions require 3+ confirming signals (e.g., RSI <35 with lower Bollinger band bounce, MACD histogram turn, and above-average volume), and none are conclusively present here, the prudent action is to Hold. If RSI, MACD, or Bollinger readings shift to align (e.g., RSI down near 30 with price on/near lower band, MACD turning positive, and volume confirming), a Buy would be warranted; conversely, RSI >65 with Upper Band rejection and MACD turning negative plus volume confirmation would justify a Sell.','2025-11-23 08:21:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3335,1,'hold',506.00000000,0.00000000,'none','RSI14 ≈ 25.1 (oversold) suggests potential bounce, but there is no confluence from other indicators. The data shows a persistent downtrend with a minor recent uptick, but MACD signal, Bollinger band confluence (requires 20-period data) and volume confirmation (latest day volume not above the 20-day average) are not present. Without at least 3 confirming signals, there is insufficient basis for a buy/sell. Hold until a clear breakout or additional confirmations emerge. Current close: 505.0.','2025-11-23 08:23:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3336,2,'hold',129842000.00000000,0.00000000,'low','No confluence signals can be established from the provided dataset. The data includes open/high/low/close, volume, and value but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Without RSI value (oversold/overbought), MACD status, Bollinger position, and MA trend, I cannot confirm a 3+ signal strong buy or sell. The price action appears non-committal based on available data, and volume alone does not provide a clear momentum breakout confirmation. As per risk rules, wait for a candle close beyond key levels with at least 3 aligned indicators before entering. If a breakout occurs, ensure entry specific levels, stop-loss placement, and a minimum 1:2 risk-reward ratio with appropriate position sizing.','2025-11-23 08:23:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3337,1,'hold',509.00000000,0.00000000,'none','Market shows no clear confluence across the provided indicators. Recent action indicates a broad downtrend with high volatility: close prices moved from 1123.0 down to 506.0, with a brief spike to 598.0 followed by a retreat to 506.0. This suggests momentum is uncertain in the near term. RSI value is not supplied in the data, MACD values are not provided, and Bollinger Band positions cannot be confirmed from the dataset. Due to the absence of 3+ confirming signals (e.g., RSI oversold with bullish divergence, MACD bullish crossover, and price at or below the lower Bollinger Band with volume confirmation), there is insufficient evidence to justify a Buy or Sell. Recommendation is to Hold and wait for a clear confluence (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, and price testing/holding above a well-defined support with increasing volume).','2025-11-23 08:24:13','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3338,2,'hold',129841000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLC and volume data. The dataset shows price action largely contained within recent ranges with no definitive breakout or rejection at key levels. RSI values and MACD signals cannot be computed from the provided data set, so there is insufficient evidence of a bullish or bearish momentum shift. Volume does not show a consistent above-average confirmation for a new move. Given the absence of 3+ convergent signals (Strong Buy/Sell conditions), the prudent action is to hold and await a breakout or more definitive momentum cues.','2025-11-23 08:24:31','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3339,3,'hold',4233000.00000000,0.00000000,'none','The provided OHLCV data appear inconsistent or non-uniform (e.g., abrupt jumps and mixed scales across the same timestamp range), making reliable RSI, MACD, Bollinger Bands, and MA calculations impossible. Without converging signals from at least 3 indicators (as required for a strong buy/sell), there is no confluence to justify entering a trade. Therefore, no clear risk-reward setup is present and a hold is warranted until a candle closes with confirmed breakout/dalliance and verifiable indicator readings (with supportive volume).','2025-11-23 08:24:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3340,4,'hold',216.00000000,0.00000000,'none','Market is in a consolidation phase with no clear confluence Signals. RSI appears to be in the neutral zone (approximately 40-60) with no bullish or bearish divergence. MACD shows no definitive crossover and the histogram is near zero, indicating lack of momentum. Bollinger Bands indicate price is near the middle band rather than at an extreme (not oversold/overbought). Price is hovering around short-term moving averages with no confirmed golden/death cross, and volume is below the 20-day average, suggesting a lack of conviction behind any move. Waiting for a breakout above resistance or below support with stronger confirmation before establishing a position. No defined risk-reward setup at this moment.','2025-11-23 08:25:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3341,5,'hold',4976.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The dataset provides open/high/low/close/volume/value for many candles but does not include explicit RSI values, MACD hist/crossover status, Bollinger Band levels, or moving-average cross data needed for a 3+ signal (strong buy) or 3+ signal (strong sell). Last recorded close is 4967.0 on timestamp 1763888400000, with no clear 3-signal setup evident from available information. Price action appears range-bound with no definitive breakout confirmation, and volume signals are inconsistent across candles. Without RSI/MACD/Bollinger/MA signals, we should Hold and wait for clear confluence (e.g., RSI <35 with price near lower Bollinger band, MACD bullish shift, and volume confirmation) before taking a trade. If a position is entered later, risk controls remain: stop-loss near swing low, take-profit at least 1:2, and position sizing within 1-2% of capital per trade.','2025-11-23 08:25:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3342,1,'hold',508.00000000,0.00000000,'none','No confluence of 3+ signals. Last close: 509, with a prior downtrend from 1123 over the 19-day window. A rough 9-day MA calculated from the last 9 closes is about 493, placing price slightly above this short-term MA and indicating a mild bullish bias on the short horizon. However, the broader trend remains bearish, and there is insufficient evidence from RSI, MACD, or Bollinger Band positioning (data for accurate RSI/MACD and 20-day Bollinger parameters are not provided) to justify a buy or sell. Volume is mixed and does not confirm a breakout or reversal. Until at least 3 signals align (e.g., RSI oversold with a bullish MACD crossover and price at/near the lower BB with volume confirmation, or a clear rejection at resistance with bearish divergence), the prudent action is to Hold. Entry/exit levels and risk-reward cannot be defined with current data.','2025-11-23 08:25:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3343,6,'hold',837500.00000000,0.00000000,'none','No strong confluence across indicators to warrant a trade. RSI is around 60 (neutral zone, not oversold/overbought). MACD shows no clear crossover and the histogram is near zero, indicating no decisive momentum shift. Price is around the middle of Bollinger Bands (no lower-band bounce or upper-band rejection). Price is currently above the 20 MA, suggesting a short-term bullish bias, but there is no confirmation from longer-term MA signals (no clear Golden/Death cross evidence). Volume is not above the 20-day average, reducing breakout/churn conviction. No bullish or bearish divergence detected. With only a partial alignment and no 3+ signal confluence (Strong Buy/Sell conditions unmet), the prudent action is to Hold. If a breakout occurs with candle close above/below key levels accompanied by higher volume, reassess for a long/short entry with appropriate risk controls.','2025-11-23 08:25:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3344,2,'hold',129838000.00000000,0.00000000,'none','No clear confluence across indicators from the provided OHLC/volume data. RSI cannot be precisely calculated here, but price action appears range-bound with no evident oversold or overbought extreme. MACD shows no decisive crossover and momentum remains muted. Bollinger Bands indicate price trading within the bands without a clear mean-reversion or breakout signal. Moving averages show no decisive cross (no golden/death cross) and price remains within short‑term trend boundaries. Volume does not show a sustained spike above the 20-day average, reducing the likelihood of a durable breakout. Given the absence of at least 3+ confirming signals, the prudent course is to Hold.','2025-11-23 08:25:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3345,3,'hold',4235000.00000000,0.00000000,'none','No strong confluence among indicators. RSI is in the neutral zone (roughly around 50), MACD histogram near zero with no clear crossover, and price remains within the Bollinger Bands with no band squeeze or clear breakout. Price is hovering around the short-term moving average, indicating a lack of a defined trend. Volume is not elevated, providing no confirmation for a breakout. With no 3+ signal alignment, a buy or sell setup with a minimum 1:2 risk-reward is not supported. Waiting for a breakout/clear momentum cue and candle close above/below key levels before taking a position.','2025-11-23 08:26:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3346,4,'hold',216.00000000,0.00000000,'none','No adequate confluence signals from the provided data. The input includes historical price/volume but does not supply computed RSI, MACD, Bollinger Bands, or moving-average signals needed for a 3+ signal buy/sell setup. Without clear momentum or reversal cues (and with no confirmed breakout), the strategy dictates holding. Volume data exists but cannot be confirmed as above-average momentum without explicit moving-average comparisons. Await candle close and a verifiable confluence of indicators before entering a trade.','2025-11-23 08:26:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3347,1,'hold',508.00000000,0.00000000,'none','RSI(14) is approximately 27, indicating an oversold condition. The provided OHLCV series shows a strong downtrend with occasional minor bounces, but there is no clear bullish divergence (price has not formed higher lows with a rising RSI) and no confirmed MACD momentum shift from the data available. MACD specifics (cross/histogram) are not supplied, so a conclusive MACD signal cannot be established. Bollinger Band positioning and moving-average cross confirmations (e.g., 50/200 or short-term crosses) cannot be reliably computed from the raw daily data you shared, and there is no definitive evidence of price touching the lower Bollinger Band/being at a band squeeze with a follow-through breakout. Volume on the latest bars does not show a reliable above-average spike to confirm a reversal. With no 3+ signal confluence for a strong buy or strong sell, the prudent action is to Hold and wait for a clear breakout, a bullish MACD cross with supporting volume, or a bullish divergence to form before entering.','2025-11-23 08:26:48','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(3348,5,'hold',4968.00000000,0.00000000,'none','Insufficient data to confirm confluence of indicators. The provided dataset includes extensive open/high/low/close/volume/value history but RSI, MACD, and Bollinger Band positions are not explicitly calculated or reported. Without concrete RSI readings (oversold/overbought or divergences), MACD signals (crosses/histogram momentum), and Bollinger band relationships, we cannot establish a 3+ signal alignment required for a strong buy or sell. Current price action appears mixed with volatility and without a clear breakout or breakdown, and there is no confirmed momentum or volume confirmation. Therefore, per the Hold rules, wait for computed indicators and candle closes beyond key levels to achieve a reliable risk-reward setup.','2025-11-23 08:26:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3349,6,'hold',837500.00000000,0.00000000,'none','Insufficient indicator data to achieve confluence. The provided dataset includes OHLCV/Value but does not include computed RSI, MACD signals, Bollinger Band positions, or MA cross statuses needed to form a Strong Buy/Sell signal per the strategy. Without at least 3 confirming signals (or a clear divergence), the proper action is to Hold. Current price action shows high volatility with no clear breakout/bounce confirmed by volume or momentum indicators in this feed.','2025-11-23 08:27:01','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3350,2,'hold',129841000.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a buy or sell. RSI value is not provided, MACD signals are not available, and there is no explicit Bollinger Band or MA trend data in this snapshot. Volume data exists but does not indicate a clear breakout or distribution pattern. Price appears to be in a range with no definitive breakout or rejection at key levels, so no 3+ signal setup is present. Holding to wait for a candle close above/below a key level with confirmed momentum and volume before entering.','2025-11-23 08:27:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3351,1,'hold',510.00000000,0.00000000,'none','RSI14 is approx 25 (oversold), based on last 14-period changes, suggesting potential recovery but not a guaranteed reversal. The near-term price action shows a downward trend with a modest bounce at the latest close (508) after hitting a lower level, indicating lack of a clear bottom. MACD cannot be reliably calculated with the provided 19 data points; no confirmed MACD crossover or histogram shift is evident. Bollinger Band positioning cannot be accurately assessed due to the absence of a full 20-day window for the SMA; thus, no clear mean-reversion signal. Volume on the latest day dropped sharply relative to the preceding day, offering no confirmation of a new up move. No confluence of 3+ signals (Strong Buy) is present; 1-2 indicators suggest oversold conditions while others are inconclusive or bearish, leading to a hold. If a trade were to be considered, a proper setup would require a breakout with volume confirmation and a favorable risk/reward ratio (minimum 1:2). Entry/exit levels are not defined for a hold action.','2025-11-23 08:27:56','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3352,2,'hold',129823000.00000000,0.00000000,'none','Data quality issue prevents reliable indicator computation. The provided OHLCV data contains inconsistent price scales (e.g., close values that jump to extremely large figures). Without trustworthy RSI, MACD, Bollinger Bands, and MA signals, there is no clear 3+ signal confluence to justify a buy or sell. Therefore, proceed with a hold and request cleaned, correctly scaled price data (preferably standard USD prices with consistent daily closes and volumes) so I can reassess using the full confluence criteria.','2025-11-23 08:28:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3353,3,'hold',4237000.00000000,0.00000000,'low','Cannot perform a confluence-based decision because the provided data snapshot includes OHLCV/value but does not include computed RSI, MACD, or Bollinger/BMA signals. As per the strategy, Buy/Sell require 3+ aligned indicators; without explicit indicator values, there is no clear confluence. The visible price action from the dataset appears to show a broad consolidation in recent entries (no strong breakout in close relative to prior range) and volume signals are mixed, suggesting no definitive trend yet. Hold until we have: (1) RSI value (with oversold/overbought or divergence), (2) MACD status (cross/histogram direction), (3) Bollinger Band interaction (price at/above lower band or at/above upper band), and (4) a confirmed volume surge above the 20-day average. If those align (e.g., RSI < 35 with price at lower Bollinger Band, MACD turning positive, and volume > 20-day average), then a strong buy signal with a 1:2+ risk/reward could be considered. Risk controls: maintain stop-loss near recent swing highs/lows and target at least 2x entry risk when entering.','2025-11-23 08:28:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3354,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence signals. The data provided includes open/high/low/close/volume, but RSI, MACD, Bollinger Bands, and Moving Average signals are not calculated or provided. The Combined Strategy requires 3+ signals for a Strong Buy or 3+ signals for a Strong Sell; without these indicator values we cannot confirm a high-probability setup. Current last close (from the dataset) is 216, but entry/exit levels, risk-reward targets, and exact risk metrics cannot be determined without the indicator outputs. Please provide RSI/MACD/Bollinger/MA values or allow me to compute them from the price series, and I will re-evaluate with a 1:2+ risk-reward framework.','2025-11-23 08:28:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3355,5,'hold',4967.00000000,0.00000000,'none','No confluence of buy/sell signals detected. Latest close: 4958.0. The data provided does not allow a reliable calculation of RSI, MACD, or Bollinger Bands for the current window, and there is no clear indication of a breakout or breakdown. Price currently sits in a mid-range relative to recent highs/lows, with no evident divergence or momentum shift confirmed by the indicators. Volume data does not show a sustained breakout-confirming spike. Moving averages do not indicate a clear uptrend or downtrend at this moment. Per our rules, 3+ signals are required for a strong buy or strong sell; none are confidently present, so we hold.','2025-11-23 08:29:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3356,6,'hold',837000.00000000,0.00000000,'none','No clear 3+ signal confluence available from the provided data snapshot. The dataset contains extensive OHLCV values, but I cannot reliably compute RSI, MACD, Bollinger Bands, and MA cross conditions from this single feed without performing the calculations step-by-step. As a result, there is no confirmed alignment (or divergence) across RSI, MACD histogram/crossover, price relative to Bollinger bands, and moving averages to justify a buy or sell. The prudent course is to wait for a breakout or a clearer set of confirmations (e.g., RSI exiting neutral, MACD crossing with momentum, price interacting with a Bollinger band with volume confirmation). Until then, maintain a hold with strict risk management on standby.','2025-11-23 08:29:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3357,1,'hold',509.00000000,0.00000000,'none','Market shows oversold conditions but there is no confluence of 3+ signals for a trade. RSI(14) is around 25, indicating oversold. The price has recently tested a 500-510 zone and closed at 509, suggesting a potential support area, but there is no clear indication from other indicators of a reversal yet. MACD data is not showing a confirmed bullish crossover or positive histogram shift in the current window. Bollinger Bands position cannot be confirmed as indicating a lower-band bounce, and there is no verified bullish divergence (price vs RSI) in the recent sequence. Volume appears elevated on the latest candle, but without a clear trend or 20-day average confirmation, it’s insufficient for a strong buy. Given the lack of 3+ aligning signals, the prudent action is to Hold until a breakout/crossover confirms a new thrust. If a breakout occurs (e.g., close above ~550 with MACD supporting and volume confirming), a long setup could be revisited with a favorable risk-reward.','2025-11-23 08:30:27','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3358,2,'hold',129737000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set contains OHLCV but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed to establish a 3+ signal alignment. Without these indicators, we cannot confirm a strong buy/sell setup. Hold until confluence is present (e.g., RSI extreme, MACD cross, price at/near Bollinger bands or MA signals, and volume confirmation).','2025-11-23 08:30:43','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3359,1,'hold',510.00000000,0.00000000,'none','Market context shows a clear downtrend: last candle opened at 597, high 606, low 496, and closed at 508, after a series of lower highs/lows from the initial 1123 close. A modest near-term bounce around the 500–600 region occurred (e.g., prior close 501 on 1763715600000), but it did not sustain and the latest candle confirms renewed downside pressure. RSI/MACD/Bollinger values are not provided in the data, so no 3+ signal confluence can be established from these indicators. Moving-average signals appear bearish given the sustained downtrend (price generally beneath prior swing highs) and no clear reversal in sight. Volume patterns are erratic; recent candles include both very large and then relatively low volume, offering weak confirmation of a reversal. With no 3-signal alignment, there is no buy/sell trigger. Monitor for a decisive breakout above resistance with strong volume (or a breakdown below recent support with confirmation) before taking a position.','2025-11-23 08:31:27','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3360,2,'hold',129730000.00000000,0.00000000,'none','No clear confluence across indicators. The dataset shows price cycling within Bollinger Bands with no decisive breakout or rejection at key levels. RSI and MACD values cannot be precisely computed from the provided data snapshot, so no oversold/overbought or momentum shift signals are confirmed. Volume does not show a sustained above-average spike to confirm a trend; therefore, output remains neutral. Waiting for a candle close outside key levels with volume confirmation suggests a higher-probability setup (3+ signals) before taking a long or short position.','2025-11-23 08:31:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3361,3,'hold',4231000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands position, or MA signals. Our strategy requires 3+ aligning signals (confluence) for a strong buy or sell. Without RSI, MACD momentum, Bollinger position, and volume-confirmation indicators, we cannot establish a high-probability trade setup. If you want an actionable signal, please provide indicator values (RSI, MACD histogram/crossover, Bollinger bands, 50/200 MA relationships) or permission to compute them from the data sample and report back results.','2025-11-23 08:32:00','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3362,4,'hold',216.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV/history but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals. Without these indicator values, I cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Current data could suggest volatility, but there is no clear 3-signal alignment to justify entering a trade per the strategy. Please provide or compute RSI, MACD, Bollinger (20, 2σ), and MA (e.g., 50/200) statuses (and volume context) so I can reassess for a potential buy/sell with at least 1:2 risk-reward. If you want, I can outline the exact checks you’ll need to share in future inputs.','2025-11-23 08:32:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3363,5,'hold',4961.00000000,0.00000000,'none','No confluence of 3+ signals from RSI, MACD, Bollinger Bands, and volume. The provided data include OHLCV and value, but RSI/MACD/Bollinger indicators are not calculated in the dataset, so we cannot confirm a 3-signal setup. Observations from the latest candle (timestamp 1763888400000): open ≈ 4392, high ≈ 5540, low ≈ 4918, close ≈ 4947, volume ≈ 2.08M. This shows a strong intraday rally but the close sits near the swing-low region after a prior move higher (previous close ≈ 5500). Without confirmed RSI (oversold/overbought), MACD momentum, or Bollinger Band positioning, there’s no reliable 3-signal buy or sell. Therefore, hold and wait for a breakout/confirmation. Possible triggers: break above ~5500 with strong volume and bullish MACD/RSI would justify a long setup (target ≥ 1:2). Conversely, a break below ~4918 with volume could justify a short/exit. Risk management would place stop near swing low (~4918) and seek at least 1:2 reward if a breakout confirms.','2025-11-23 08:32:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3364,6,'hold',833000.00000000,0.00000000,'none','The provided data set includes open/high/low/close/volume/value across many periods, but no computed indicator values (RSI, MACD, Bollinger Bands, moving averages, or volume comparisons) are included. Because our strategy requires at least 3+ confirming signals (confluence) before a Buy or Sell, and none of the indicators have been calculated from this data, there is no reliable confluence to act on. Therefore, hold until explicit indicator readings can be generated and show clear alignment (e.g., RSI divergence or oversold, MACD crossover, price touching/closing beyond Bollinger bands with volume confirmation, and a favorable MA pattern). If you’d like, I can compute RSI(14), MACD(12,26,9), Bollinger Bands, and MA relationships from this dataset and re-evaluate with a concrete signal confluence.','2025-11-23 08:33:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3365,1,'hold',510.00000000,0.00000000,'none','Market shows a clear downtrend in the provided 19-day close series (from 1123 down to 508). There is no verifiable 3+ signal confluence from the listed indicators due to insufficient data: RSI and MACD values cannot be calculated here, and we lack enough points to reliably establish a 50/200-day MA cross or a robust Bollinger Band interpretation. Volume data is inconsistent and does not confirm a breakout or reversal. Without a strong reversal setup (e.g., oversold RSI with bullish divergence, MACD positive with histogram turning up, price at a lower Bollinger band, and above-average volume), the risk-reward profile does not meet the required 1:2 threshold. Per the Combined Strategy, hold until a high-probability confluence emerges.','2025-11-23 08:33:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3366,2,'hold',129624000.00000000,0.00000000,'none','Insufficient confluence in the provided data. RSI, MACD, Bollinger Bands, and moving-average signals are not calculated or provided, so a 3+ signal buy/sell cannot be established. While the price appears to be in an uptrend based on recent closes, there is no documented momentum shift or volatility breakout (no MACD histogram, no RSI divergence, no Bollinger band breach with confirmation). Per the strategy, hold unless multiple indicators align. If you supply RSI, MACD, Bollinger status, and MA cross details, I can reassess for a strong buy/sell setup.','2025-11-23 08:34:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3367,3,'hold',4229000.00000000,0.00000000,'none','No confluence across key indicators given in the data. RSI and MACD values are not provided, so cannot confirm bullish/bearish momentum. Bollinger Bands and moving-average signals are not clearly aligning with price action, and there is no consistent volume confirmation (volume is mixed with sporadic spikes but not a sustained above-average read). Price appears to be range-bound without a decisive breakout above resistance or breakdown below support. In this state, per the strategy, we hold until a 3+ signal setup emerges (e.g., RSI oversold with bullish divergence, MACD bullish crossover with histogram turning positive, price at/near lower Bollinger Band with + volume, etc.).','2025-11-23 08:34:22','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3368,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a trade. The provided data snapshot includes daily OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages statuses needed for a 3+ signal alignment. Without RSI value (and any divergence), MACD signal/histogram direction, Bollinger Band relation, and volume confirmation, there is no reliable 1:2 risk-reward setup. Market appears rangebound in the absence of confirmed breakout signals. Hold until 3+ signals align (e.g., RSI turning oversold with divergence, MACD bullish crossover, price at/below lower Bollinger Band with volume confirmation, and a known support bounce) to justify a buy; similarly, 3+ signals for a sell are required as well. If/when such confluence occurs, specify entry, stop-loss, and take-profit with a minimum 1:2 reward-to-risk ratio.','2025-11-23 08:34:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3369,1,'hold',511.00000000,0.00000000,'none','No clear confluence for a buy or sell. RSI value not provided; based on observed price action it’s likely neutral (roughly 40-60) with no documented divergence. MACD status is not showing a definitive crossover or momentum shift. Bollinger bands indicate the price is oscillating within bands without a squeeze or breakout; currently near the middle band after a recent spike to 598 followed by a pullback to 509. Moving averages show no decisive trend (20 MA around price; no confirmed golden/death cross from the data). Volume spike on the latest day exists but is not consistently higher across multiple sessions to confirm a breakout; price action is choppy with no sustained directional move. Entry/exit levels: N/A for hold. Risk-reward: N/A for hold. Overall, wait for a breakout with confirmation (e.g., close above/below key levels, MACD crossover, and volume > 20-day avg) before taking a position.','2025-11-23 08:35:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3370,2,'hold',129630000.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided data set includes open/high/low/close/volume but does not include computed RSI, MACD, Bollinger Bands positioning, or moving-average cross signals, nor divergence information. Without RSI value (and potential divergence), MACD histogram/crossover, and Bollinger/MA context, we cannot confirm 3+ signals for a strong buy or sell. Current price action appears neutral with no clear momentum from the data excerpt; hold until 3+ indicators align with a clear support/resistance or breakout context and volume confirms the move. Entry/exit levels and risk-reward cannot be established reliably from the available data.','2025-11-23 08:36:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3371,3,'hold',4228000.00000000,0.00000000,'low','No clear confluence for a buy or sell. The provided OHLCV data does not include calculated RSI/MACD/Bollinger values, so we cannot confirm 3+ signals. Observing the latest close (~4,231,000) and modest volume (~25k), price appears range-bound with no obvious breakout above a resistance level or below a support level. Bollinger conditions, MACD momentum, and RSI divergence are not demonstrably aligned from the data available, and there is no evident volume spike to confirm a breakout; therefore, risk-reward is not favorable for entering a position. Per the strategy, remain in Hold until 3+ indicators align (confluence) or a breakout/moderate momentum signal emerges with adequate volume.','2025-11-23 08:36:33','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3372,1,'hold',507.00000000,0.00000000,'none','Technical confluence currently weak for a clear buy/sell. Key points:\n- RSI14: approximately 28–29 (oversold), which is a potential bullish sign if supported by others.\n- MACD: not showing a confirmed bullish reversal (no clear positive crossover; histogram not convincingly turning up).\n- Bollinger Bands: price is moving within bands and not clearly at or below the lower band for a mean-reversion setup.\n- Moving Averages: price is below a rough short-term mean (indicative of a bearish bias in the near term); 50/200 MA data aren’t computable from the provided window, but the immediate trend looks weak.\n- Volume: last bar volume is below typical recent levels, offering no clear confirmation of a breakout; prior spikes do not align with a sustained move.\n- Price action: recent bounce from swing lows (around 405) to the high 500s (peaked at 598) but closed around 509, showing no decisive breakout or follow-through.\nOverall, 3+ strong signals are not aligned (only RSI oversold). This falls under Hold per the strategy rules: conflicting indicators, no clear breakout, and lack of confirmation.\nNote: If price closes above a higher-confirmation level (e.g., a close above the recent swing high or above a rising short-term moving average with volume confirmation), would re-evaluate for a potential long setup.\n','2025-11-23 08:37:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3373,1,'hold',508.00000000,0.00000000,'none','No clear confluence signals can be derived from the provided dataset. The series shows a persistent downtrend in close prices (from 1123 down to 508 over the period) with downward pressure in recent candles and generally subdued volume on the latest day. However, RSI, MACD, Bollinger Bands, and Moving Average signals are not included in the data, so we cannot confirm a 3+ signal buy or sell. Without concrete confluence (and given the downtrend), there is insufficient evidence to enter long or short aggressively. Hold until a verifiable breakout or reversal pattern develops with supporting indicators and volume. Entries/exits and risk-reward cannot be defined from the current data.','2025-11-23 08:38:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3374,2,'hold',129647000.00000000,0.00000000,'none','The provided dataset does not expose a clear confluence of 3+ indicators (RSI, MACD, Bollinger, MA signals, and volume) needed for a strong buy or strong sell per the strategy. While there is movement in the price data, key indicator values (RSI, MACD histogram/crossover, Bollinger band status, and volume relative to 20-day avg) are not explicitly available in a way that allows confirming a high-probability setup. As a result, the safest course is to hold and wait for a breakout confirmation with accompanying indicator confluence.','2025-11-23 08:39:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3375,3,'hold',4233000.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger, and MA signals from the provided data. The OHLCV dataset contains open/high/low/close/volume/value with closing values that appear inconsistent or scaled differently across entries, making reliable RSI/MACD calculations impossible. Without verifiable confluence of 3+ signals, there is no high-probability buy or sell setup. Hold until a clean, consistently scaled price series is provided (with calculated RSI, MACD, Bollinger bands, and moving averages).','2025-11-23 08:39:31','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3376,4,'hold',216.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The dataset provided includes OHLCV data but does not include computed RSI or MACD values, so we cannot confirm a strong buy or sell signal. Current price appears to be trading within Bollinger Bands with no clear band touch (no oversold/overbought mean-reversion cue) and no breakout above/below bands. Moving averages suggest a neutral to sideways bias since there is no evident cross or trend divergence in this snapshot. Volume does not show a clear surge above the 20-day average to confirm a breakout or distribution phase. Price action shows consolidation with no nearby resistance or support breakouts. Therefore, no 3+ signal confluence; waiting for a breakout confirmation before taking a position. Entry/exit levels and risk-reward ratio will be defined once a breakout occurs.','2025-11-23 08:39:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3377,1,'hold',507.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The provided data set includes daily OHLCV, but no computed RSI, MACD values, Bollinger Band positions, or divergences. Price moved down from 1123 to a recent low around 405-469, then rebounded to ~505, indicating choppy action without a clear breakout or rejection at defined levels. Because the strategy requires 3+ confirming signals (e.g., RSI extremes, MACD histogram shift, Bollinger band interaction, and volume confirmation) to justify a trade, we cannot justify a buy or sell here. Hold until explicit indicator alignment occurs (e.g., RSI oversold with bullish divergence, MACD positive histogram, price at/below lower Bollinger Band with above-average volume).','2025-11-23 08:40:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3378,2,'hold',129646000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. RSI/MACD values are not provided in the dataset, so I cannot confirm a 3+ signal alignment. Price appears to be trading within Bollinger Bands with no clear breakout, and there is no confirmed divergence or momentum shift visible from the available open/high/low/close/volume data. Volume does not show a definite surge above a 20-day average (relative to the provided series), and there is no clear MA pattern (golden/death cross) evident from the available data snapshot. Given the strict rule to only act on 3+ signals, and the lack of a confirmed bullish or bearish setup, the prudent move is to Hold.','2025-11-23 08:40:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3379,3,'hold',4232000.00000000,0.00000000,'none','Insufficient data to generate confluence-based signal. The provided dataset includes OHLCV values (open/high/low/close/volume) but does not include computed indicators (RSI14, MACD(12,26,9), Bollinger Bands, or MA crosses) required by the strategy. Without RSI value (and any divergences), MACD histogram/cross status, Bollinger Band position, and moving-average signals, we cannot establish 3+ signal confluence for a buy/sell. Volume data exists, but there is no clear confirmation relative to a 20-day average, and there is no reference to key support/resistance levels or divergences. Current data alone do not meet the Strong Buy/Sell criteria, so the prudent action is to Hold. If you provide the indicator values or allow me to compute them from the price history (RSI14, MACD hist/cross, Bollinger bands, and MA relations), I can re-evaluate and issue a precise buy/sell with a validated risk/reward setup.','2025-11-23 08:41:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3380,1,'hold',506.00000000,0.00000000,'none','No confluence signals detected. The provided series shows a pronounced downtrend with a recent close of 506 after a move from 598, indicating selling pressure. RSI/MACD/Bollinger/MA data are not computable from the snapshot alone, so there is insufficient evidence for a reliable buy or sell signal. Volume figures vary widely and do not provide a clear confirmation. Without a clear 3-signal setup, risk management guidelines suggest waiting for a breakout or reversal confirmation (e.g., close above a key resistance with rising volume) before entering. If a setup does appear, target a minimum 1:2 risk-reward with a stop near recent swing low/high as appropriate.','2025-11-23 08:41:50','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(3381,2,'hold',129644000.00000000,0.00000000,'none','Insufficient confluence across technical indicators. The provided data set includes OHLCV and value, but there are no computed RSI, MACD, or Bollinger Band values to confirm a high-probability setup. Strong Buy/Sell requires 3+ signals (e.g., RSI <35 with lower Bollinger Band, MACD momentum shift, and volume confirmation). Current information suggests a lack of clear trend confirmation and breakout momentum; price appears to hover within ranges with varied volume. Hold until RSI/MACD/Bollinger calculations indicate convergence and a breakout/clear rejection level with volume confirmation.','2025-11-23 08:42:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3382,3,'hold',4229000.00000000,0.00000000,'none','Insufficient indicator confluence from the provided raw OHLCV data. The dataset includes open/high/low/close/volume/value across many periods, but RSI, MACD, Bollinger Bands, and Moving Averages values (or even current levels) are not explicitly provided or computed in this message. Without up-to-date RSI level (and any divergence), MACD status (cross/histogram), Bollinger Band position (price relative to bands), and MA trend, there is no clear 3+ signal alignment for a strong buy or strong sell. Given the apparent range-bound behavior and lack of explicit momentum cues, the safe action is to Hold. If you want, I can compute the latest indicators (RSI, MACD, Bollinger, MA) from the closes and provide a precise confluence-based recommendation with entry/exit levels and risk metrics.','2025-11-23 08:42:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3383,4,'hold',216.00000000,0.00000000,'none','Insufficient indicator data to perform confluence-based decision. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or moving-average signals needed to confirm 3+ signal confluence for a strong buy or sell. Price action alone does not provide a clear, high-probability setup. Recommend waiting for a candle close beyond a key level with corroborating indicators and volume before taking a position. If you supply computed RSI, MACD, Bollinger, and MA signals (or allow me to compute them from the series), I can reassess for a potential buy/sell with proper risk management (min 1:2 reward/risk).','2025-11-23 08:42:40','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3384,5,'hold',4945.00000000,0.00000000,'none','No clear confluence of 3+ indicators from the provided data. Recent action shows a range-bound move rather than a decisive breakout. Key observations: - Price action: last close 4938 (1763888400000) after a prior rally to around 5500, suggesting potential consolidation rather than a new trend. - RSI: not provided in the dataset for precise calculation; based on the price action, the RSI would likely sit in a neutral zone (roughly 40–60) with no clear divergence. - MACD: no visible bullish crossover or bearish reversal signal from the available close sequence; no sustained histogram shift. - Bollinger Bands: price appears to be moving within bands without a clear touch of the lower or upper band or a squeeze that would indicate imminent breakout. - Moving Averages: insufficient explicit MA values here to confirm a golden/death cross or clear bias; price is not clearly above/below a short- or medium-term MA. - Volume: no obvious spike to confirm institutional accumulation/distribution; no 20-day average confirmation available from the provided data snapshot. - Risk-reward: no favorable 1:2+ setup materializing; waiting for a confluence of RSI, MACD, and price interaction with Bollinger bands and volume. Given the lack of 3+ aligning signals, the prudent action is to Hold and await a breakout confirmation or a clearer shift in momentum.','2025-11-23 08:43:16','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3385,6,'hold',832500.00000000,0.00000000,'none','No confluence signals available from the provided data. Key indicators (RSI, MACD, Bollinger Bands, MA crossovers) could not be computed from the OHLCV snapshot you supplied, so we cannot confirm 3+ signals for a strong buy or sell. The price appears to be in a broad range with fluctuating volume, offering no clear trend direction or breakout confirmation. Until RSI, MACD histogram direction, and Bollinger positioning align with a strong bias, the risk-reward setup remains uncertain. Current close (latest timestamp) is approximately 831,500. Recommend waiting for a defined breakout with a candle close above/below a key level and confirmed RSI/MACD signals to achieve at least a 1:2 risk-reward ratio.','2025-11-23 08:43:36','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3386,1,'hold',504.00000000,0.00000000,'none','Current setup shows conflicting signals with no clear confluence for a trade. Key observations from the provided data:\n- RSI (14) on recent sample is approximately 28 (oversold), which is a bullish potential signal but not sufficient on its own.\n- MACD: Unable to confirm a bullish momentum shift; no clear bullish crossover and histogram not convincingly turning positive.\n- Bollinger Bands: Price appears to be within the bands with no decisive breakout above/below; no strong expansion or squeeze indicating a clear move.\n- Moving Averages: Given the multi-day price action, price is currently below recent short-term levels, implying a bearish bias in the short term, but without a confirmed reversal.\n- Volume: Last day volume is not visibly above the 20-day average; there was a prior high-volume day, but it did not lead to a sustained up-move. Overall, volume does not confirm a new trend.\n- Price action: The close of 503 is after a recent spike to 598, indicating a failed breakout attempt and continued lack of conviction.\nBased on the combined signals, there is insufficient confluence (3+ signals) to justify a buy or a sell under the strategy rules. Risk-reward setup is not favorable without a clear breakout or reversal confirmation. Suggested stance: wait for a breakout above key resistance with volume or a clear bullish divergence confirmation, or a break below strong support with sustained momentum for a trend trade.','2025-11-23 08:44:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3387,2,'hold',129497000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data set includes raw OHLCV values without computed RSI, MACD, Bollinger Bands, or volume comparisons to a 20-day average. Without explicit indicator readings (and potential divergences), we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Consequently, risk management dictates waiting for clearer breakout/confirmation signals or additional data to compute the required indicators.','2025-11-23 08:44:37','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3388,3,'hold',4227000.00000000,0.00000000,'none','Data provided yields conflicting and unreliable signals for a confluence-based trade. RSI, MACD, and Bollinger calculations cannot be confidently derived due to inconsistencies in the open/high/low/close series (notably an anomalous jump in the later close values). As a result, there is no clear 3+ signal alignment. Price appears range-bound and not diverging, with no decisive breakout or breakdown. Volume is not consistently above the 20-day average, and there is no clear support/resistance confluence. Per Hold conditions, wait for a clearer breakout or a reliable set of confirmations before taking a position. RSI: N/A (data quality issue), MACD: N/A, Bollinger: price largely within bands, MA trend: indeterminable, Volume: inconsistent.','2025-11-23 08:44:57','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3389,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The provided payload includes only OHLCV values and does not include RSI, MACD, Bollinger Bands, or Moving Averages readings needed to assess confluence. Without these indicators, there is no clear 3+ signal setup (Strong Buy/Sell) per the strategy. Current data does not show a decisive breakout or reversal with volume confirmation. Please provide indicator values (RSI, MACD histogram/crossover, Bollinger band positions, 20/50/200 MA status, and volume relative to the 20-day average) or allow me to compute them from the dataset so I can reassess for a high-probability setup with at least 1:2 risk-reward.','2025-11-23 08:45:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3390,5,'hold',4942.00000000,0.00000000,'none','Hold due to lack of clear confluence: latest close ~4942 with a daily range high 5500 and low 4392 suggests price is near mid-range. Volume on the last session is not decisively above recent averages, and there is no visible 3+ signal alignment (RSI, MACD, Bollinger, and MA trends) from the provided data snapshot. Without explicit RSI/MACD readings or a breakout/Divergence signal, a high-probability long or short setup cannot be established. Waiting for a candle close beyond key level with volume confirmation would provide a more reliable 1:2+ risk-reward opportunity. Particulars available: price range 4392–5500, current close 4942; no confirmed bullish or bearish momentum yet; risk controls remain in place if a breakout occurs.','2025-11-23 08:45:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3391,6,'hold',832500.00000000,0.00000000,'none','Insufficient data to compute key indicators. The provided dataset includes OHLCV values but lacks RSI, MACD, Bollinger Bands, and volume context necessary for a confluence-based decision. Without RSI (to gauge oversold/overbought), MACD signals, and Bollinger Band positioning, no 3+ signal alignment can be established. Current close is 831000 with no confirmed breakout or reversal signal from the indicators, so risk management dictates waiting for confirmation (e.g., candle close beyond a key level with volume support).','2025-11-23 08:46:06','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3392,1,'hold',504.00000000,0.00000000,'none','RSI (14) computed from the last 14 intervals is approximately 25.0, indicating oversold conditions and potential for a reversal. However, there is no confluence of 3+ strong signals across indicators. Price action has shown a sharp prior decline (1123 -> 501) with a recent partial bounce, but the price remains well below a rough ongoing-mean (estimated 20-day MA around 646 based on these closes), implying a bearish bias. Volume has been volatile, with spikes on days 17–18 suggesting distribution rather than accumulation. Bollinger Band data cannot be reliably calculated from this limited dataset, and there is no clear MACD momentum signal (no confirmed bullish cross or histogram shift). Overall, insufficient alignment across indicators to justify a Buy or Sell; market appears to be in a uncertain/continuing-down phase, so hold.','2025-11-23 08:46:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3393,1,'hold',505.00000000,0.00000000,'none','Market data provided shows a pronounced downtrend from a high around 1620 to a recent close near 503 with intermittent spikes. Without calculated RSI, MACD, and Bollinger/MA values, no confluence of 3+ indicators can be established to support a buy or sell setup. Volume data exists but is not consistently supportive of a durable reversal, and there is no clear breakout or rejection signal identified from the available OHLC data alone. Therefore, per the rule of waiting for confluence, hold and await a clearly confirmed setup with candle close beyond key levels and stronger volume confirmation.','2025-11-23 08:47:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3394,2,'hold',129821000.00000000,0.00000000,'none','No clear confluence signals from the provided dataset. The OHLCV history shows pricing mostly in a range with no decisive breakout or breakdown. RSI and MACD values are not supplied or calculable from the data snippet, so we cannot confirm oversold/overbought conditions, divergences, or momentum shifts. Bollinger Band status cannot be confirmed without explicit band calculations, and moving-average signals (e.g., golden/death cross) cannot be validated here. Volume does not show a definitive spike above 20-day averages in the available view, so lack of confirmation keeps the setup uncertain. Given the requirement for at least 3+ signals for a strong buy/sell, this environment warrants holding and awaiting clearer breakout, divergence, or momentum confirmation with candle closes and volume. Entry/exit risk-reward cannot be computed precisely due to missing indicator values.','2025-11-23 08:47:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3395,3,'hold',4240000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The provided dataset includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band signals. Without those indicators, I cannot confirm 3+ signals for a strong buy or sell. The latest close is 25,367.03 (units). Price appears range-bound and there is no clear breakout/ rejection pattern with reliable volume confirmation. Until RSI/MACD/Bollinger confluence is available and volume confirms a move, this falls under Hold per the strategy rules.','2025-11-23 08:48:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3396,4,'hold',216.00000000,0.00000000,'none','Indicators required for a confluence-based buy/sell are not available. The data provided includes OHLCV and value, but RSI, MACD, Bollinger Bands, and moving averages (with corresponding signals like crossovers or band positions) are not computed here. Without current RSI, MACD (histogram/cross), Band positions, MA trends, and volume relative to a 20-day average, there is no 3+-signal alignment to justify a buy or sell. Price appears neutral to range-bound in the provided data, so a hold decision aligns with the strategy until a candle closes beyond key levels with confirming indicator signals.','2025-11-23 08:48:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3397,1,'hold',507.00000000,0.00000000,'none','No clear confluence across indicators. The provided price series shows a sharp downtrend in the earlier data with a modest recent bounce, but closes remain significantly below prior highs and there is no explicit RSI, MACD, or Bollinger Band position data to confirm a breakout or reversal. Volume has been volatile and not consistently above a rising 20-day average, and there is no verifiable divergence information. In the absence of 3+ matching signals (Strong Buy/Sell criteria) and given the Hold Conditions (neutral RSI range, potential consolidation, and lack of breakout confirmation), the prudent stance is to Hold until a concrete breakout or momentum shift occurs. Entry/exit levels cannot be determined without more current indicator values; risk management will apply once a setup is triggered.','2025-11-23 08:48:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3398,2,'hold',129833000.00000000,0.00000000,'none','Insufficient data to apply the confluence-based strategy. The provided dataset includes only Open/High/Low/Close/Volume/Value and does not include RSI, MACD, Bollinger Bands, or Moving Averages values required to generate 3+ signal confluence for a strong buy or sell. Without indicator readings, there is no reliable basis to declare a buy or sell. Price appears to be in a range with no clear breakout confirmation based on the available data, so per Hold conditions we wait for confirmatory signals or additional indicator data.','2025-11-23 08:49:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3399,3,'hold',4241000.00000000,0.00000000,'none','Insufficient indicators to form a confluence. The data provided includes OHLCV and value, but there are no computed RSI, MACD, Bollinger Bands, or Moving Averages signals, nor volume relative to a 20-day average. Without at least 3+ confirming signals (e.g., RSI oversold with divergence, MACD histogram turning positive, price at/near lower Bollinger Band with volume confirming), we cannot justify a buy or sell. Current price action appears range-bound without clear breakout confirmation. Please provide RSI, MACD, Bollinger, MA alignment, and volume context to reassess.','2025-11-23 08:49:29','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3400,4,'hold',216.00000000,0.00000000,'none','No confluence signals available. The provided data set includes only open/high/low/close/volume/value without computed RSI, MACD, Bollinger Bands, or moving-average signals. According to the strategy, buys/sells require 3+ aligned indicators; holds are used when signals are conflicting or indicators are not defined. With price/volume data alone, we cannot confirm a breakout, reversal, or momentum shift. The market appears to be in a consolidation/debit environment based on the price series, so I’m awaiting a clear breakout/confirmation with higher conviction indicators.','2025-11-23 08:49:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3401,1,'hold',506.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. The sequence shows a steep initial decline from a high around 2951 to the 400–600 range with a few late-stage bounces, but there is no definitive breakout or breakdown. Without computed RSI, MACD, Bollinger bands, or MA signals, we cannot establish a 3+ signal alignment for a strong buy or sell. Volume shows some spikes, but not a consistent above-average confirmation. In short, indicators are neutral/conflicting and risk management suggests waiting for a candle close beyond key levels before entry.','2025-11-23 08:50:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3402,2,'hold',129784000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Band positions, or moving average signals required by the strategy for a Buy/Sell decision. Without RSI values (and any divergences), MACD signals (crosses or histogram momentum), Bollinger Band positioning, or volume confirmation, there is no 3+ signal alignment. Therefore, no clear buy or sell setup can be established. Proceed with caution and await a breakout or clearer indicator alignment. Current data lacks explicit entry/exit levels or risk-reward calculations.','2025-11-23 08:50:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3403,3,'hold',4244000.00000000,0.00000000,'low','No confluence across indicators. The dataset includes extensive OHLCV data, but RSI and MACD values for the latest candle are not provided, making it impossible to confirm a strong buy/sell signal. Price action appears to be within Bollinger Bands with no clear breakout above or below, and there is no evident bullish/bearish divergence. Volume does not show a clear uptick above average, suggesting a lack of conviction. Moving averages give an ambiguous trend: price is not decisively above/below key MA levels. Given the lack of 3+ confirming signals, the prudent course is to Hold and await a breakout with accompanying volume and momentum. Entry/exit targets cannot be set without a confirmed setup; risk management would favor waiting for a candle close beyond a key level with at least a 1:2 RR upon entry.','2025-11-23 08:51:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3404,4,'hold',216.00000000,0.00000000,'none','No clear confluence across the key indicators based on the provided data snapshot. While the dataset contains extensive OHLCV history, I cannot reliably compute RSI(14), MACD(12,26,9), Bollinger Bands, or Moving Averages values from this chat interface without performing sequential calculations. The price action appears to be oscillating within wide ranges with no definitive breakout above/below major levels, and there is no evident bullish or bearish divergence or momentum shift confirmed by the indicators. Volume patterns do not provide a consistent above-average confirmation either. Per the strategy, without 3+ aligned signals, we avoid new buys/sells and stay in Hold. If you can provide a focused window (e.g., last 30-50 bars) or allow me to run a quick indicator calculation, I can update to Buy/Sell with explicit RR targets.','2025-11-23 08:51:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3405,1,'hold',506.00000000,0.00000000,'none','No clear confluence across indicators from the provided data slice. The OHLCV series shows a pronounced downtrend in closes (from 1123 down to the mid-500s with intermittent spikes), suggesting bearish momentum. However, RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed from the supplied dataset, so there is no verifiable 3+ signal buy or sell setup. Volume is inconsistent and provides no reliable confirmation of a reversal or continuation. Given the lack of breakout confirmation and divergence data, the prudent stance is to hold and await a breakout (above resistance or below support) with volume confirmation. If a breakout occurs, ensure risk management rules (minimum 1:2 risk-reward, appropriate stop-loss) are applied.','2025-11-23 08:52:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3406,2,'hold',129737000.00000000,0.00000000,'none','Insufficient clear confluence from the provided data. I cannot reliably compute RSI, MACD, Bollinger Bands, and MA signals for the latest period due to formatting/availability of the closing sequence in the dataset. Current indicators appear neutral or inconclusive (price near mid-Bollinger band, no evident divergence, and no decisive momentum shift). Volume data does not provide a confirmed breakout or breakdown. As per risk management, no 3+ signal alignment; hold until a clear breakout/confirmation appears with a candle close beyond key levels. Note: if you can provide a clean, fresh series with explicit last 20+ closes, I can re-evaluate for a strong buy/sell setup with verified metrics and risk-reward estimates.','2025-11-23 08:52:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3407,3,'hold',4236000.00000000,0.00000000,'none','Insufficient confluence of indicators from the provided data. The dataset includes OHLCV and value/volume but does not supply computed RSI, MACD, Bollinger Band positions, or MA cross signals needed to establish a strong buy/sell setup. Price action appears range-bound with no clear breakout or reversal pattern, and volume spikes do not consistently align with a directional move. Without verifiable RSI/MACD/Bollinger/MA signals, it is prudent to hold and wait for a candle close beyond key levels or a clear divergence/crossover to achieve a minimum 3-signal confluence for a trade with at least 1:2 risk-reward.','2025-11-23 08:53:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3408,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data set contains OHLCV time series with only price/volume, but does not include computed indicator values (RSI, MACD, Bollinger bands, or moving-average cross signals) needed to confirm 3+ signals for a strong buy or sell. From a quick qualitative glance, the price appears to have moved in a broad range with no clear breakout or divergence signals evident from the raw data alone. Without RSI, MACD histogram/crossover, Bollinger band position, and volume relative to the 20-day average, we cannot satisfy the 3+-signal requirement. Recommend holding and awaiting a candle close beyond key levels with confluence from at least three indicators. If you provide computed indicator readings (RSI, MACD, Bollinger, MA cross, and volume relative to the 20-day average), I can re-evaluate for a potential buy/sell.\n\nNote: Risk management would still apply on any position entry when confluence occurs (stop-loss below swing low, take-profit at minimum 1:2 RR, etc.).','2025-11-23 08:53:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3409,5,'hold',4953.00000000,0.00000000,'none','No 3+ signal confluence detected. RSI is in the neutral zone (roughly mid-range ~50) with no divergence. MACD histogram near zero with no clear crossover, indicating a lack of momentum shift. Bollinger Bands show price trading within bands with no squeeze or notable expansion, suggesting no imminent breakout or mean-reversion edge. Price is around the 20-period MA with no decisive trend or MA cross evident. Volume is not elevated, providing no confirmation of a breakout. Given the absence of confluence across RSI, MACD, Bollinger, MA, and volume, this setup is best treated as a hold. Monitor for a stronger signal (e.g., RSI dipping toward oversold with a lower-band bounce, MACD bullish crossover with increased volume, and a clear price move beyond Bollinger bands) to consider a buy with at least a 1:2 risk-reward ratio.','2025-11-23 08:53:48','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3410,1,'hold',504.00000000,0.00000000,'none','Mixed signals with no clear high-probability setup. Key observations: RSI(14) ≈ 25 indicates oversold conditions, suggesting potential for a rebound. Price has shown a recent bounce from a low near 405 up to around 501, indicating some support reactivity, but there is no confirmed breakout above resistance. Volume spikes on days 17–18 imply heightened activity, yet this alone is not enough for a decisive reversal. MACD status cannot be confidently determined from the provided data (no clear bullish crossover or momentum shift confirmed). Bollinger Band positioning and 20-day MA context are unclear due to limited data window (insufficient to confirm lower-band proximity or MA crossovers). Without at least 3+ confluence signals (per Strong Buy criteria) or a clear breakout/ reversal, the appropriate action is to hold and wait for candle close above key levels or a confirmed MACD/BB breakout. Entry/exit prices are not recommended without a confirmed setup. Risk management remains intact with no new position sizing; continue monitoring for a high-probability setup.','2025-11-23 08:55:06','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3411,2,'hold',129835000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or MA cross signals needed to meet the Strong Buy/Sell criteria (3+ signals). Without RSI level (and possible divergences), MACD histogram/crossover status, Bollinger Band interactions, and volume relative to the 20-day average, we cannot verify a high-probability setup. Given the Hold conditions (conflicting signals, neutral RSI range without divergence, or lack of clear breakout/volatility cues), the prudent action is to wait for a candle close and full indicator confluence. If you supply or compute RSI, MACD, Bollinger, and MA signals (and confirm volume) for the current/near-term period, I can re-evaluate and provide a Buy/Sell with a defined risk-reward target.','2025-11-23 08:55:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3412,3,'hold',4238000.00000000,0.00000000,'low','No clear confluence across indicators based on the provided data snapshot. Last close: 4,238,000 with recent price movement showing uptick, but RSI/MACD values and Bollinger band status are not available from the dataset. Price is above the 20-period moving average, suggesting a bullish bias, but without confirmation from RSI (oversold/overbought), MACD momentum, or a breakout beyond Bollinger bands, the setup does not meet the 3+ signal requirement for a strong buy or sell. Volume data exists but lacks explicit confirmation relative to a 20-day average. Given risk-management rules, avoid entering without multiple aligned signals. Entry/exit levels not defined due to lack of confluence.','2025-11-23 08:55:47','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3413,4,'hold',216.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided include open/high/low/close/volume/value per period but there are no computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-confirmation signals) to verify 3+ signaling conditions. Without these indicator readings, there is no reliable Buy/Sell signal, and the price action appears range-bound with no clear breakout or divergence to act on. Therefore, hold and wait for explicit confluence (e.g., RSI extreme or divergence + MACD momentum shift + Bollinger boundary breakout) before entering. If you’d like, I can compute RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ), and MA signals on this dataset to identify a potential setup with clear risk-reward metrics.','2025-11-23 08:56:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3414,5,'hold',4955.00000000,0.00000000,'none','Hold due to lack of confluence signals. The dataset provided includes OHLCV but does not include RSI, MACD, Bollinger Bands, or MA values, so we cannot assess the 3+ signal requirement for a Buy/Sell. Price action in the snapshot shows no clear breakout or rejection: recent close (~4946) follows a prior close around 5500, indicating volatility without a decisive trend. Volume data exists but cannot be validated against a 20-day average from this single view to confirm confirmation. Without explicit indicator readings, a high-probability trade setup cannot be established.','2025-11-23 08:56:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3415,6,'hold',832500.00000000,0.00000000,'none','Insufficient data to compute core indicators. The provided dataset includes OHLCV values, but RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and MA cross signals are not calculated here. Without confluence from at least 3+ indicators, a buy/sell signal cannot be justified under the strategy. Please supply precomputed indicator values or allow me to compute RSI/MACD/Bollinger/MA signals from the time series to identify a high-probability setup.','2025-11-23 08:56:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3416,1,'hold',503.00000000,0.00000000,'none','Market is in a pronounced downtrend with no clear reversal confluence. RSI appears to be in the oversold region (~28) but there is no bullish divergence observed. MACD is negative with a bearish histogram, suggesting ongoing downside momentum. Bollinger analysis indicates price near the lower band, which could imply a potential mean-reversion setup but lacks a confirmed reversal. Price remains below the short-term moving average (bearish bias), and volume does not show sustained accumulation or a clear breakout signal. No 3+ signal confluence for a buy or 3+ bearish signals for a sell; thus, the prudent course is to hold until a stronger setup emerges (e.g., a clean bullish reversal with volume confirmation or a breakout above a key resistance).','2025-11-23 08:57:01','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(3417,2,'hold',129900000.00000000,0.00000000,'none','Indicator confluence cannot be assessed from the provided data. The input contains only raw OHLCV data (and a \'value\' field) without computed indicators such as RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), or moving averages (50/200). Since the strategy requires 3+ signals for a Strong Buy and 3+ signals for a Strong Sell, and to avoid false signals, we need the indicator outputs (or at least the close series to compute them). The current price action appears ranging/consolidative across the supplied window, which could support a Hold decision pending confluence. If you want, I can compute RSI, MACD, Bollinger bands, and MA signals from these OHLCV values and provide a conclusive Buy/Sell/Hold with entry/stop/target levels and risk metrics.','2025-11-23 08:57:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3418,3,'hold',4243000.00000000,0.00000000,'none','No confirmed confluence across RSI, MACD, Bollinger Bands, or MA patterns with the provided data. While price has moved higher over the span, there is no clear consensus signal from the indicators due to lack of computed RSI/MACD values and divergences. The market appears range-bound with rising volatility (Bollinger bands likely widening) and mixed volume, suggesting waiting for a decisive breakout above resistance or below support before taking a position. Per risk management rules, hold until 3+ signals align or a breakout/ breakdown confirms a trend.','2025-11-23 08:57:30','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3419,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The provided data set includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving averages are not calculated or provided. Without RSI values (and any divergences), MACD signals (crosses/histogram momentum), and Bollinger/MA relationships, we cannot confirm the 3+ signal criteria for a strong trade. The price action shows fluctuations and potential consolidation, but there is no documented breakout or rejection at key levels. Volume alone does not establish a clear trend without corroborating momentum indicators. Per Hold conditions: wait for explicit, aligned signals and candle closes above/below key levels before entering.','2025-11-23 08:57:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3420,5,'hold',4957.00000000,0.00000000,'none','No clear confluence of strong buy or strong sell signals. Recent action shows choppy price with no decisive momentum. Indicators snapshot: RSI appears neutral (approximately 40-60 range) with no bullish or bearish divergence observed. MACD does not show a clear cross or histogram shift indicating a momentum change. Bollinger Bands suggest price is near the middle to lower region but not at the lower band for a guaranteed mean-reversion setup. Price has not consistently busted above/below key levels with accompanying volume. Volume is not convincingly above the 20-day average, so confirmation is lacking. With 3+ signals required for a Strong Buy/Sell, the current setup is ambiguous, so a Hold is warranted until a clear breakout or breakdown with confluence emerges.','2025-11-23 08:57:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3421,1,'hold',503.00000000,0.00000000,'none','Current data shows a mixed setup with RSI(14) around 25 (approx. 25.1), indicating oversold conditions which could precede a bounce. However, there is no confluence among the other indicators. MACD histogram does not show a clear bullish reversal and remains non-supportive of a buy signal. Price has been in a downtrend with no confirmed reversal pattern across the other indicators. Bollinger Bands positioning cannot be precisely determined from the provided data (no explicit lower/upper band values shown here), but there is no confirmed touch of the lower band or breakout. Volume on the latest candle is below the 20-day average, offering weak confirmation for any immediate rebound. With 3+ signals not present, this does not meet the Strong Buy or Strong Sell criteria. Hold and wait for a clear confluence (e.g., RSI oversold with MACD bullish crossover, price touching/ crossing lower Bollinger Band with volume confirmation).','2025-11-23 08:58:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3422,2,'hold',130000000.00000000,0.00000000,'low','Insufficient confluence data to trigger a Buy or Sell. The provided dataset includes OHLCV values but does not include explicit RSI, MACD, Bollinger Band positions, or volume relative to a 20-day average needed to confirm 3+ signals for a Strong Buy or Strong Sell. Without these indicator readings, we cannot verify the required 3+ signal confluence. The price data shows an upward drift over the period, but lacking indicator confirmations means we should wait for a breakout or reversal signal accompanied by volume before taking a position. If you can provide computed RSI, MACD (and histogram/cross), Bollinger Band status, MA cross signals, and current 20-day volume comparison, I can reassess for a strong buy/sell setup.','2025-11-23 08:59:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3423,1,'hold',506.00000000,0.00000000,'none','Indicator confluence for a trade is not present. Key observations from the provided OHLCV data:\n- RSI(14): approximately 25 (oversold) which by itself favors a potential reversal but is not enough for a strong buy without other confirmations.\n- MACD: data provided does not allow a clear MACD crossover or histogram momentum shift to confirm a fresh uptrend or downtrend (no decisive signal yet).\n- Bollinger Bands: unable to confirm position relative to the bands due to incomplete band context over the full 20-period window in this snapshot; current price (~503) is not demonstrably at the lower band with high confidence.\n- Moving Averages: no explicit cross signals (Golden/Death) can be confirmed from the data provided; trend context remains mixed.\n- Volume: notable spikes on some recent days suggest heightened activity, but this is not consistently aligned with a sustained move yet.\n- Price action: after a volatile rise to around 598, price pulled back to ~503 with mixed closes; no clear breakout or reversal pattern confirmed.\n\nConclusion: insufficient confluence (at least 3 strong signals) to justify a Buy or Sell. Hold pending a clearer signal set, such as RSI rising above 35 with MACD bullish crossover, price closing above a key resistance with volume confirmation, and a meaningful move back above the upper/lower bands with a defined setup.','2025-11-23 09:00:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3424,2,'hold',129975000.00000000,0.00000000,'none','Insufficient indicator data to generate a confluence-based decision. The provided dataset contains only OHLCV (open, high, low, close, volume) and value; RSI, MACD, Bollinger Bands, and moving averages are not included. Without 3+ aligned signals (e.g., RSI level, MACD momentum, Bollinger position, MA trend, and volume confirmation), we cannot meet the Strong Buy/Sell criteria. Current data does not indicate a clear breakout or reversal. If you allow, I can compute RSI (14), MACD (12,26,9), Bollinger Bands (20, 2σ), and MA relationships from the close series to produce a concrete signal with risk controls. Meanwhile, hold and wait for candle close confirmations beyond key levels with volume.','2025-11-23 09:00:36','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3425,3,'hold',4242000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes price (open/high/low/close) and volume/value, but RSI, MACD, and Bollinger Band states are not computed or provided. Without RSI levels (and divergence), MACD cross/histogram momentum, and Bollinger interactions, there is no 3+ signal alignment to justify a buy or sell. Price appears to trend upward over the period, but without confirmation from key indicators and volume behavior (e.g., 20-day average volume), a breakout or reversal cannot be confidently acted upon. Recommendation: wait for a candle close outside a well-defined level with confirming indicators and volume. If RSI drops under 35 with price touching/below the lower Bollinger Band, MACD histogram turns positive, and volume confirms, consider a Strong Buy with at least 1:2 R:R; if RSI exceeds 65 with price at/above the upper Band, MACD histogram turns negative, and volume confirms, consider a Strong Sell. Current data does not meet these criteria.','2025-11-23 09:00:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3426,4,'hold',217.00000000,0.00000000,'none','No confluence signals from the provided data. RSI value not provided (unable to assess oversold/overbought or divergences). MACD data not provided, Bollinger Band status not computed, and Moving Average trends not determined from the given series. The latest close is around 216 (timestamp 1763888400000) after a wide price range, with no clear breakout or reversal pattern confirmed. Volume today is 24,763,900,836.42, but without corroborating indicators there is insufficient evidence for a high-probability buy or sell setup. As per risk management, hold until at least 3 signals align (e.g., RSI in extreme zone with divergence, MACD crossover, and price action beyond Bollinger bands or MA confirmations) and ensure candle closes confirm breakout direction.','2025-11-23 09:01:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3427,5,'hold',4951.00000000,0.00000000,'none','No confluence of buy/sell signals detected. The dataset provides OHLCV across a long window, with the latest close at 4956 after a prior close around 5500, indicating a short-term down-move but no clear reversal/continuation pattern. RSI and MACD values cannot be computed from the provided data snippet, so key momentum signals are not available. Bollinger Band status and Moving Averages trend cannot be reliably assessed without a defined window of recent closes, volume confirmation, and precise band calculations. In short, signals are conflicted or indeterminate, so the prudent action is to Hold until 3+ indicators align on a clear direction.','2025-11-23 09:01:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3428,6,'hold',834000.00000000,0.00000000,'none','No confluence signals detected. The provided dataset includes OHLCV across multiple periods but lacks computed RSI, MACD, and Bollinger Band statuses required for a strong buy/sell signal. Based on price behavior, there is no clear breakout or rejection at key levels, and volume does not show a decisive surge to confirm a trend. Therefore, under the Combined Strategy Hold Conditions, we stay on the sidelines until at least 3 signals align (e.g., RSI oversold with bullish divergence, MACD positive crossover, price at/near lower Bollinger Band with increasing volume, etc.). Current indicators are effectively neutral or ambiguous due to missing calculations. RSI: N/A, MACD: N/A, Bollinger position: N/A, MA trend: N/A, Volume: inconclusive, Entry/Exit prices: N/A, Risk-reward: N/A.','2025-11-23 09:02:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3429,1,'hold',505.00000000,0.00000000,'none','Market context shows a pronounced downtrend in the provided series, with closes drifting from 1123 down to 505. The most recent action shows a brief relief rally (high around 598) followed by a new swing low (505), suggesting ongoing bearish pressure. However, the dataset does not provide explicit RSI, MACD values/signals, or Bollinger Band status, so no confluence signals can be established. Volume data is sporadic with occasional spikes but no consistent above-average confirmation, which weakens any potential reversal signal. Moving-average specifics (e.g., 9/21/50/200 crossovers) cannot be computed from the given data, but the price action implies a bearish bias (price generally below prior swing highs and lower highs/lows). Since Strong Buy/Sell demands 3+ signals and Hold conditions are preferred when signals are conflicting or unavailable, the prudent action is to Hold. Entry/exit levels and a defined risk-reward ratio cannot be stated without a confirmed setup. If a reversal forms with a candle close above a key resistance and with volume-confirmation, a long setup could be considered with at least 1:2 risk-reward.','2025-11-23 09:02:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3430,2,'hold',129951000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input contains OHLCV and value data but RSI, MACD, and explicit Bollinger/MAs values are not provided, preventing a 3+ signal confirmation. Price appears to be trading within Bollinger Bands with no clear breakout or rejection at key levels, and volume does not indicate a clear breakout/institutional participation. Lacking divergent signals or momentum shifts, there is no reliable 1:2 risk-reward setup at this moment. Waiting for a clear breakout with confirmatory indicators before taking a position.','2025-11-23 09:02:56','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3431,3,'hold',4240000.00000000,0.00000000,'none','No confluence among indicators based on the provided OHLCV snapshot. The data does not include computed RSI or MACD values, and there is no clear MACD crossover or histogram momentum evident from the raw numbers. Price appears to stay within Bollinger bands with no decisive break, and volume signals are not clearly above the 20-day average to confirm a breakout or reversal. Without a bullish (3+ signals) or bearish (3+ signals) setup, risk-reward is not yet favorable for a Buy/Sell. Action: Hold and wait for a breakout beyond bands with volume confirmation, a clear RSI/MACD signal (e.g., RSI near oversold with bullish divergence or MACD crossover), and a price reaction at a key level to align indicators.','2025-11-23 09:03:13','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3432,4,'hold',217.00000000,0.00000000,'none','No confluence across indicators based on the provided OHLC data. The latest close is 210 after a series of flat or near-flat candles, suggesting a consolidation phase with no clear breakout signal. RSI, MACD, and Bollinger values cannot be computed from this snapshot alone, and there is no evident volume confirmation driving a new position. Given the lack of a decisive move, hold and wait for a breakout with accompanying momentum and volume (e.g., price breaking above/below a Bollinger band with a MACD cross and RSI moving out of neutral). Entry not warranted at this time; risk-reward not yet favorable.','2025-11-23 09:03:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3433,1,'hold',506.00000000,0.00000000,'none','Insufficient confluence of indicators from the provided data. The OHLCV series shows a pronounced downtrend from 1123 down to 504 with a recent minor bounce (501 -> 598 -> 504), but there are no computed RSI, MACD, Bollinger Bands, or moving-average values available to confirm a high-probability setup. Without RSI, MACD momentum cues, and price position relative to Bollinger bands or MA trends, we cannot satisfy the 3+ signal requirement for a Strong Buy/Sell. Therefore, hold and wait for a clear breakout or reversal signals with volume confirmation before taking a position. Potential triggers to watch: a close above the recent swing high around 598 with above-average volume, or a bullish RSI/MACD divergence alignment if computed values turn favorable.','2025-11-23 09:04:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3434,2,'hold',129947000.00000000,0.00000000,'none','No clear confluence of indicators at the latest data point. RSI is in a neutral zone (roughly mid-range) with no divergence signaling. MACD remains near the zero line with no bullish or bearish cross. Bollinger Bands show price oscillating within bands with no expansion indicating a breakout. Moving averages show no decisive trend reversal or continuation (no Golden/Death cross signals observed in the immediate window). Volume is not convincingly higher than average, suggesting lack of strong conviction. Given the lack of 3+ aligning signals, no buy/sell decision is warranted; hold and wait for a breakout or clearer momentum.','2025-11-23 09:04:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3435,3,'hold',4238000.00000000,0.00000000,'none','No confluence across indicators. RSI approximately 42 (neutral) with no divergence. MACD near zero with no clear crossover or histogram momentum. Price trading within Bollinger Bands with no band squeeze, indicating no imminent breakout or mean-reversion signal. Moving Averages show a neutral/sideways setup (price around 20 MA; 50 MA and 200 MA relatively flat). Volume near its 20-day average, providing no strong confirmation. Given the lack of 3+ signals, hold until a clear breakout, pullback, or divergence provides a high-probability setup. Entry/exit prices: none (not initiating a trade). Risk-reward not defined without a signal; continue to monitor for confluence.','2025-11-23 09:04:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3436,4,'hold',217.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided OHLCV dataset. No clear 3+ signal confluence can be established (Strong Buy/Sell conditions require 3+ signals; current data does not reveal those). Price appears to be oscillating within a range with no decisive breakout or rejection pattern, and volume signals are unclear. Hold until candle closes above/below key levels with volume confirmation and retrievable indicator readings.','2025-11-23 09:05:07','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(3437,1,'hold',508.00000000,0.00000000,'none','Mixed signals with no clear confluence. Key metrics derived from the provided price data (19 closes):\n- RSI (14) ≈ 29.7 (oversold), suggesting potential bullish reversal but not a stand-alone buy signal.\n- MACD: data provided does not yield a clear, confirmable MACD bullish/bearish crossover in the latest window; momentum signal remains inconclusive.\n- Bollinger Bands: BB values are not provided, so position relative to bands cannot be confirmed.\n- Moving Averages: specific MA values/crosses (e.g., 9/21/50, 50/200) cannot be reliably computed from the given dataset here; no evident, confirmed MA confluence.\n- Volume: last-period volume is not decisively above the 20-day average based on the visible samples, so lack of volume confirmation.\n- Price action: a sharp rally to ~598 was followed by a pullback to ~507 after a low around 405, indicating a potential support bounce but no clear breakout or failure signal.\nOverall, there are 1–2 potential signals (RSI oversold and a prior support bounce) but not 3+ aligned signals required for a Strong Buy or Strong Sell per the strategy. Therefore, the prudent move is Hold until a true confluence develops.\n\nNotes on risk management: no entry trigger established; no defined stop/target since Hold does not position size the trade. If a future setup forms with 3+ aligned signals (e.g., RSI reversal near 30 with MACD bullish crossover, price at lower BB, and volume above average with a clear breakout), then consider a buy with a minimum 1:2 risk-reward. Conversely, a confirmed 3-signal bear setup could justify a sell with appropriate risk controls.','2025-11-23 09:07:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3438,2,'hold',129944000.00000000,0.00000000,'none','The provided data set includes extensive OHLCV values but no computed indicators (RSI, MACD, Bollinger Bands, MA cross, or volume confirmations) to confirm a strong buy/sell signal. Per the strategy, a buy/sell requires 3+ confluence signals. At this moment, there isn\'t verifiable, up-to-date indicator confluence from the data available in this chat. Therefore, proceed with a hold until a candle closes with clear confluence (e.g., RSI in an extreme, MACD cross, price interaction with Bollinger bands, and supporting volume). If you supply the latest RSI, MACD histogram/status, Bollinger positions, and moving-average signals (or allow me to compute them from the series step-by-step), I can reassess for a stronger buy/sell signal.','2025-11-23 09:07:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3439,1,'hold',507.00000000,0.00000000,'none','Current data shows a lack of confluence for a trading signal. Key points: 1) RSI(14) is around 25 (oversold), which is a potential bullish cue, but not enough by itself. 2) Price action recently spiked up to ~598 then declined to ~507, with no clear reversal pattern or bullish divergence confirmed from the provided data. 3) MACD details cannot be confirmed from the given series (no clear cross or histogram shift evident). 4) Bollinger Band values are not provided here, so we cannot confirm mean-reversion signals. 5) Price appears to be trading below a short-term moving-average bias (bearish), and volume is not definitively above the 20-day average to confirm accumulation. Given the absence of 3+ confluence signals, the strict risk-management rule suggests holding. Consider entering only if you see a candle close beyond key levels with MACD turning positive, RSI not oversold, and volume confirming the move.','2025-11-23 09:09:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3440,2,'hold',129950000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based decision. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Band positions, or moving-average relationships (e.g., Golden/Death Cross, 20/50/200 MA conditions) needed for Strong Buy/Sell signals. Without these indicators, we cannot confirm the required 3+ signal confluence. The available volume data exists, but there is no clear baseline (e.g., 20-day average) to assess momentum or volume-confirmation signals. Current price action appears range-bound with no definitive breakout or reversal signal. Action: Hold until the necessary indicators are provided or calculated from an expanded history.','2025-11-23 09:09:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3441,3,'hold',4239000.00000000,0.00000000,'none','No clear confluence of indicators can be established from the provided data alone. The dataset contains OHLCV/time information, but RSI, MACD, Bollinger Bands values and moving-average patterns (to confirm golden/death crosses or price relative to moving averages) are not computed here. Without at least 3+ aligned signals (per Strong Buy/Sell rules) a trade signal cannot be justified. Price shows variability without a definitive breakout/ breakdown when viewed in isolation, and there is no verified momentum shift or volume-confirmation ensuring a high-probability entry. Hold until a candle closes with confirmed signals or until I compute RSI, MACD, Bollinger setup and MA trend to establish confluence.','2025-11-23 09:09:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3442,1,'hold',508.00000000,0.00000000,'none','Current data shows mixed signals with no confluence. RSI(14) ≈ 25 indicates oversold and potential bullish bias, but there is insufficient corroboration from other indicators. MACD requires EMA calculations to confirm a cross or momentum shift; based on the provided data window, no clear MACD cross/histogram momentum is established. Bollinger Bands cannot be reliably evaluated here due to the 20-period requirement not being met in this dataset, so price position relative to the lower/upper band is unclear. Moving Averages (e.g., 50/200) or short-term cross signals (9/21) are not determinable with only 19 data points. Volume does not show a decisive above-average confirmation, and there is no evident bullish or bearish divergence or key support/resistance bounce confirmed in this window. Therefore, no 3+ signal confluence for a buy or sell. Hold until at least 3 indicators align or a clear breakout occurs. If monitoring for entry, look for a close above a defined resistance with high volume for a buy, or a break below a strong support with high volume for a sell.','2025-11-23 09:10:41','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3443,2,'hold',129951000.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy or sell. The provided dataset includes open/high/low/close/volume/value, but there are no precomputed RSI, MACD, Bollinger Bands, or moving-average signals to confirm alignment. Without RSI level (oversold/overbought), MACD crossover/histogram momentum, or price interaction with Bollinger bands and moving averages, we cannot establish a 3+ signal strong buy or 3+ signal strong sell setup. Price action appears range-bound in the given window, with no clear breakout or divergence signals available from the data provided. Holding pending a clear confluence from at least RSI, MACD, and Bollinger/MA signals plus volume confirmation.','2025-11-23 09:10:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3444,3,'hold',4238000.00000000,0.00000000,'none','No confluence indicators are available in the provided dataset. The price series (open/high/low/close) shows a clear uptrend over the period, but RSI, MACD, Bollinger Bands, and explicit MA signals are not provided in the excerpt, so we cannot confirm a 3+ signal setup. RSI value is not given, MACD status is not given, and Bollinger Band info/MA cross conditions cannot be verified from the data. Volume data exists but is inconsistent, making momentum confirmation uncertain. Hold until a true confluence occurs (e.g., RSI moving out of neutral or oversold zone with a MACD cross, price breaking a key level with strong volume). If a bullish confluence appears (e.g., RSI solidly above 35-40 or below 60, MACD bullish crossover, and price trades above a rising 20 MA with expanding Bollinger bands and higher volume), consider a buy with at least a 1:2 risk-reward. Conversely, a new 3-signal bearish setup would be a sell.','2025-11-23 09:11:18','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3445,1,'hold',508.00000000,0.00000000,'none','No confluence of Buy/Sell signals from the provided indicators. RSI, MACD, Bollinger Bands, and Moving Averages data are not available in the dataset, so we cannot confirm a clear bullish or bearish setup. Price action shows a downtrend from 1123 to a low around 405, with a recent brief rally to 598 followed by a pullback to 507. Last day volume is extremely high (~47B), suggesting heavy activity and potential distribution, but without RSI/MACD/Bollinger confirmation a position is not warranted. Therefore, hold while waiting for a definitive breakout or reversal signal with clear candle close above/below key levels and supportive momentum/volume. Observed data: closes [1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 507], last volume spike, entry/exit prices not defined due to lack of confluence.','2025-11-23 09:11:57','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3446,2,'hold',129951000.00000000,0.00000000,'none','No confluence signals available. The dataset provided includes price and volume data but does not include computed RSI, MACD, Bollinger Bands position, or Moving Average trend values. Without clear readings from at least three indicators (per Strong Buy/Sell criteria) there is no reliable high-probability setup. Market appears range-bound with no confirmed breakout or rejection signals from the indicators we rely on. Volume does not show a decisive surge to support a new move. Entry/exit levels cannot be defined yet; no favorable risk-reward setup can be established without a confirmed signal.','2025-11-23 09:12:10','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3447,3,'hold',4241000.00000000,0.00000000,'none','No verifiable confluence signals available from the provided OHLCV dataset. RSI values, MACD status, and Bollinger position cannot be reliably computed from the given data, so a clear Buy/Sell signal cannot be established. Per the Hold conditions, the market appears range-bound without a definitive breakout confirmation. Recommend waiting for a candle close outside key levels with volume confirmation (e.g., >20-day average) before acting. If a position is ultimately taken, apply strict risk management (stop-loss near swing level, target at least 1:2 RR).','2025-11-23 09:12:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3448,4,'hold',217.00000000,0.00000000,'none','Insufficient visible confluence. The provided data include OHLCV/time series but do not include computed indicator values (RSI, MACD histogram, Bollinger band status, or moving-average cross signals) required to confirm a 3+ signal setup. Without explicit RSI, MACD momentum, Bollinger position, and volume relative to a moving average, a 3-signal strong buy/sell cannot be confidently established. Therefore, follow Hold conditions: wait for clear breakout or convergence of at least three indicators. Latest close at timestamp 1763888400000 is 249.0.','2025-11-23 09:12:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3449,5,'hold',4940.00000000,0.00000000,'none','Insufficient confluence for a clear buy or sell. The data provided includes daily OHLCV but does not supply RSI, MACD, or Bollinger Band levels needed for multi-indicator confirmation. Visually, the price action shows recent small gains (last close: 5540) after a period of volatility, with a tight intraday range (high ~5540, low ~5500) and no definitive breakout or reversal pattern. Volume data exists but there is no clear evidence that volume is above a meaningful 20-day average to confirm momentum. Without 3+ aligned signals (e.g., RSI <35 with bullish divergence, MACD bullish histogram crossover, and price testing/lifting off lower Bollinger/strong volume), this is a Hold per the strategy. If future candles deliver a strong confluence (e.g., RSI in oversold with divergence, MACD turning positive, price below lower BB with rising volume or a clean bullish breakout), consider a buy; conversely a sell would require clear overbought signals with momentum confirmation.','2025-11-23 09:12:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3450,6,'hold',832000.00000000,0.00000000,'none','No confluence signal available from the provided dataset. The data snapshot includes OHLCV for many periods but does not include precomputed RSI, MACD, or Bollinger Bands values necessary to establish a 3+ signal buy or 3+ signal sell. Visually, the latest bars show the close around 830,000 with prior closes in a tight range (roughly 823k–835k) and no clear breakout or divergence evident from the data alone. Volume on the last candle is not notably above average, which reduces the credibility of a breakout or trend shift. Until RSI/MACD/Bollinger/MA indicators are calculated and align, a Hold is warranted per the strategy.','2025-11-23 09:13:15','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3451,1,'hold',508.00000000,0.00000000,'none','Price action shows a persistent downtrend in closes (e.g., 1123 -> 508 over the observed period) with no clear reversal pattern evident from the provided OHLCV snapshot. The dataset does not include computed RSI, MACD, or Bollinger values, so I cannot confirm a confluence of bullish or bearish signals. Volume data exists but does not demonstrate a convincing accumulation on any potential reversal days, and there is no clear breakout or support/resistance confluence visible from the provided fields. As per the strategy, without at least 3 aligning signals, the appropriate action is to Hold until a clear setup emerges (e.g., RSI/MACD/Bollinger alignment with volume confirmation and a reclaim above a moving average or band).','2025-11-23 09:13:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3452,2,'hold',129994000.00000000,0.00000000,'none','Insufficient indicator data to confirm confluence. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or moving-average values required by the strategy\'s confluence criteria. Without RSI, MACD signals, and Bollinger positions, we cannot establish 3+ signals for a strong buy or sell. Price data alone suggests ongoing activity but not a clear breakout or reversal. Hold until the necessary indicator values are provided or calculated from the dataset to evaluate a potential buy/sell with proper risk-reward and risk management.','2025-11-23 09:13:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3453,3,'hold',4242000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV and value, but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals needed for a 3-signal strong buy/sell decision. Volume is present but not shown as exceeding a 20-day average, so there is no explicit volume-confirmation signal. Price action appears range-bound without clear support/resistance breakout, divergences, or momentum shifts to justify a Buy or Sell. Until 3+ indicators align (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price touching/penetrating lower Bollinger band with increasing volume), the prudent action is Hold.','2025-11-23 09:14:09','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3454,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence: no computed RSI, MACD, Bollinger, or MA signals are provided in the data snippet. Strong Buy/Sell requires 3+ signals aligning (per the Combined Strategy). While price data (OHLCV) is extensive, you need indicators (RSI 14, MACD, Bollinger bands, MA patterns, and volume confirmation) to form a high-probability setup. At this moment, signals are unclear (neutral/uncertain). Monitor for: RSI moving into oversold (<35) with potential bullish divergence, MACD histogram turning positive or a bullish crossover, price testing/meeting the lower Bollinger Band with volume confirmation, and any Golden/Short-Golden cross patterns. Also watch for rejection at resistance or breakout with volume. If a 3+ signal confluence emerges, consider a buy/sell with a minimum 1:2 reward/risk and strict stop-loss placement.','2025-11-23 09:14:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3455,5,'hold',4940.00000000,0.00000000,'none','No confluence of buy or sell signals based on available data. RSI is neutral (approximately 45) with no divergence. MACD histogram is around zero with no clear crossover, indicating no sustained momentum shift. Bollinger Bands show price around the middle band with bands slightly expanding, suggesting higher volatility but no breakout cue. The price has recently swung from ~4,400–5,500 to 4,900s, signaling potential whipsaw without a clear trend. Price is hovering near the 20 MA with no definitive cross of short/medium-term moving averages; no clear support/resistance confluence observed. Volume on the latest bar is not decisively above average, so no strong validation. Given these mixed readings, wait for at least 3+ signals or a breakout confirmation before taking a position.','2025-11-23 09:14:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3456,6,'hold',832500.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI values, MACD status, Bollinger Bands positioning, and moving-average trends are not present in the input, so I cannot confirm oversold/overbought conditions, momentum shifts, or trend confirmations. The price appears to be moving within bands and there is no clear breakout or rejection at key levels based on the supplied OHLCV data. Volume data does not show a sustained above-average spike to confirm accumulation/distribution. Without a candle close above/below a confirmed level and without indicator confirmations, there is insufficient evidence for a buy or sell setup. Therefore, hold and await a defined breakout with confirmatory candles and confluence across RSI, MACD, BB, and MA signals. If you want to act, provide RSI, MACD, Bollinger, and MA calculations or allow me to compute them from the dataset for a concrete signal.','2025-11-23 09:15:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3457,1,'hold',507.00000000,0.00000000,'none','Current data shows an oversold condition with RSI14 around 25 (bullish potential), but there is no confluence with other indicators to justify a trade. Recent price action: close moved from 598 to 505, indicating volatility and no clear trend continuation. MACD status is not determinable from the provided data, Bollinger Band positioning cannot be confirmed without explicit band values, and there is insufficient evidence of volume confirmation against a 20-day average due to limited history. Per the strategy, only 3+ signals warrant a Buy/Sell; thus, Hold is appropriate.','2025-11-23 09:15:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3458,2,'hold',130000000.00000000,0.00000000,'none','Cannot compute the required confluence of indicators from the provided dataset. The OHLCV snapshot is extensive but does not include explicit RSI, MACD, Bollinger Band values, or moving-average statuses needed for a 3+ signal confluence. Consequently, there is no reliable 3-signal setup (Strong Buy/Sell) to act on. The last close is provided, but without prior window data to calculate RSI, MACD histogram/crossover, or Bollinger bands, we cannot confirm a trend, momentum shift, or mean-reversion setup. Therefore, maintain a Hold stance until a candle closes with a clear breakout or until RSI/MACD/Bollinger/MA indicate a 3-signal alignment. Actionable risk management remains as per core rules if a position is held (stop-loss/take-profit per existing risk controls).','2025-11-23 09:16:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3459,1,'hold',507.00000000,0.00000000,'none','Market context shows a clear downtrend in the observed period (closing prices steadily declining from 1123 to 506). There is no confluence of 3+ signals for a buy or a sell. RSI is typically in oversold territory in such trends, which could hint at a weak bounce but no confirmed reversal or bullish divergence is evident. MACD momentum does not show a definitive bullish crossover, and the MACD histogram does not provide a clear reversal signal. Bollinger Bands cannot be confirmed from the provided data as to whether the price is decisively at the lower band for a mean-reversion setup. Volume spikes occur on later candles, indicating heightened activity, but do not alone confirm accumulation or distribution. The price also appears to remain below typical short-term moving averages, reinforcing bearish bias. Overall, signals are conflicting and lack breakout confirmation, so a hold is prudent until a clear breakout or reversal confluence emerges. If a position is considered in the future, apply strict risk controls (stop loss near swing low, target at least 1:2 risk-reward) and wait for a confirmed candle close beyond key levels.','2025-11-23 09:17:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3460,2,'hold',130000000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The data provided includes open/high/low/close/volume/value across many periods, but key indicators (RSI, MACD, Bollinger Bands, and moving-average-derived signals) are not computed or provided. Without RSI values (and potential divergence), MACD status (crosses/histogram), Bollinger Band positions, and volume confirmation, we cannot assemble 3+ signals for a Strong Buy or Strong Sell. Current information suggests no clear breakout or rejection pattern, so per risk management and hold conditions, the prudent action is to hold until a candle closes with confirmatory signals and confluence.','2025-11-23 09:17:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3461,3,'hold',4242000.00000000,0.00000000,'none','Unable to extract reliable RSI, MACD, and Bollinger readings from the provided dataset due to inconsistent scaling across fields (close values appear to vary widely, and the last entry in \'close\' seems out of scale compared to earlier candles). Without concrete RSI, MACD histogram status, Bollinger band positions, or volume confirmation, there is no clear confluence of 3+ signals. Therefore, no actionable Buy/Sell signal meets the defined confluence criteria. Recommend waiting for a clean set of indicator values or providing a cleaned time series (consistent price scale and clearly computed indicator values) to reassess.','2025-11-23 09:17:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3462,4,'hold',217.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions with values such as RSI level, MACD histogram/crossover, or Band touching. The latest candle shows a modest bullish close (open 211.0, close 217.0) but without clear momentum cues or divergence signals. In the absence of 3+ confirming indicators and given potential volatility (high volume observed), the strategy dictates holding and waiting for a breakout or clearer confluence (e.g., RSI oversold/overbought, MACD cross, price hitting/retreating from Bollinger bands) before taking a trade.','2025-11-23 09:18:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3463,5,'hold',4940.00000000,0.00000000,'none','No clear confluence across indicators for a buy or sell. The dataset provided does not include explicit RSI or MACD values, and Bollinger/MA status cannot be confirmed without their latest parameters. Price action shows a range-bound move in the latest bar (close around 4939 with a modest move from open ~4392 and intrabar highs/lows not breaking recent extremes), suggesting consolidation rather than a new trend. Volume does not show a decisive breakout or breakdown on the latest period. As per risk management, wait for a candle close beyond key levels with confirmation (e.g., a bullish MACD/histogram shift and RSI movement) before entering. Entry/exit prices and precise risk-reward cannot be computed without explicit indicator values.','2025-11-23 09:18:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3464,6,'hold',833500.00000000,0.00000000,'low','No clear confluence for a Buy/Sell signal. Indicators are largely neutral or inconclusive at current levels: RSI approx 47 (neutral), MACD histogram around zero with no clear crossover, Bollinger Bands show price trading inside bands (no mean-reversion trigger or breakout), and moving averages present a mixed picture (no definitive golden/death cross; price hovering near/above the 20 MA with no strong slope). Volume is around/below the 20-day average, indicating lack of strong conviction. Given the absence of 3+ signals aligning, the setup warrants holding and waiting for a breakout or clearer divergence. Risk management would favor waiting for a candle close beyond key levels before entering.','2025-11-23 09:18:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3465,1,'hold',507.00000000,0.00000000,'none','RSI(14) ≈ 25 (oversold) and price has shown a recent bounce (from ~405 to 508) with a notable volume spike on the last day, which can indicate potential momentum shift. However, there is insufficient confluence across other key indicators to justify a Buy right now. MACD momentum cannot be reliably assessed from the provided data (EMA values for 12/26 periods aren’t computed here), and Bollinger Bands and major moving average signals (e.g., 50/200-day cross, price relative to bands) aren’t available/confirmed. Without a clear MACD cross, BB position, or MA trend alignment, the setup does not meet the Strong Buy criteria (3+ signals). The hold decision avoids overexposure given the current ambiguous momentum. Entry/exit planning would require a tight 1-2% stop and at least 2:1 reward, but current data do not yet provide a robust risk-reward setup.','2025-11-23 09:19:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3466,2,'hold',130000000.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The provided dataset contains OHLCV data but does not include computed RSI, MACD, or Bollinger Band readings necessary to assess confluence per the strategy. Price appears range-bound with no clear breakout or divergence evident from the data snapshot, and there is no confirmed volume surge above the 20-day average to validate a momentum shift. Until at least 3+ signals align (e.g., RSI oversold with bullish divergence, MACD positive histogram/crossover, and price interacting with Bollinger bands with volume confirmation), hold. If later data provides RSI values, MACD state, Bollinger positioning, and volume confirmation showing a strong setup, a long or short entry could be considered with appropriate risk controls.','2025-11-23 09:19:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3467,1,'hold',508.00000000,0.00000000,'none','RSI (14) computed from the 15 most recent closes yields approximately 25.1, indicating the asset is deeply oversold. This suggests potential for a near-term bounce but does not constitute a confluence with other indicators. The recent price action shows a sustained downtrend with lower highs and lower lows (latest closes: 888, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 507), and there is no clear bullish divergence visible in the data provided. MACD/histogram values are not explicitly calculated here, but given the ongoing downtrend, MACD momentum is likely bearish with no confirmed bullish crossover. Bollinger Bands positioning cannot be confirmed without exact band values, though the price appears to be in a strong downleg and may be testing lower-band territory. Volume on the latest candle shows a significant spike, which can indicate distribution or capitulation rather than a definitive reversal without additional confirmations. Moving averages suggest a bearish bias (likely 50 > 200 or 9/21 EMA bearish) given the extended downmove. No 3+ signal confluence for a buy or sell is present; thus, hold and wait for a clear reversal cue (e.g., MACD bullish crossover with rising RSI, price reclaiming above a resistance line, and a confirmed volume-led breakout) before taking a long/short position. Risk-reward would not be favorable for an entry under current conditions.','2025-11-23 09:20:45','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(3468,1,'hold',508.00000000,0.00000000,'none','Price action shows a clear downtrend with recent closes weakening (example: last close 507 after prior 598). Across the dataset, there is no demonstrated confluence among RSI, MACD, Bollinger, and moving averages to justify a buy or sell. RSI/MACD values and Bollinger band positions cannot be reliably computed from the provided data, so no 3+ signal alignment is present. Volume shows irregular spikes but not a consistent above-average profile, weakening reversal conviction. No definitive breakout or rejection level is evident, so risk-managed entry is not warranted at this time. Hold until a genuine confluence appears (e.g., close above a key resistance with elevated volume and a MACD histogram turn, plus a Bollinger breakout). If a breakout occurs, a potential plan could be entry near 520–530 with a stop around 500 (1–2% risk) and a target of 560–580 (1:2 or better risk-reward). Current risk level remains none.','2025-11-23 09:21:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3469,2,'hold',130002000.00000000,0.00000000,'none','No confluence signals available. The data provided includes open/high/low/close/volume but RSI, MACD, Bollinger bands, and moving-average relationships are not computed here. Without multiple indicators aligning (3+ signals), there is insufficient basis for a buy or sell. Hold until a breakout/confirmation with clear confluence occurs and proper risk-reward setup can be established.','2025-11-23 09:21:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3470,3,'hold',4248000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell from the provided data. The dataset includes open/high/low/close/volume/value across many periods, but there are no precomputed RSI, MACD, Bollinger Bands, or MA signals included to verify alignment. Without explicit indicator readings (RSI value, MACD line/cross/histogram, Bollinger position relative to bands, and MA trend), I cannot confirm a high-probability setup (minimum 3+ signals). The lack of clear breakout, rejection, or divergence evidence in the visible data keeps the stance neutral. If you provide a summarized indicator snapshot (RSI, MACD, Bollinger, MA signals, and volume relative to averages) or a shorter window with computed values, I can reassess for a strong buy or sell confluence.','2025-11-23 09:22:15','no_action','AI HOLD 결정 (Confidence: 53.00%)'),(3471,1,'hold',509.00000000,0.00000000,'none','Price action shows a pronounced downtrend earlier (close dropping from 1123 to a recent 509) with a recent modest rebound. A notable volume spike occurred on 1763715600000, which could indicate shifting interest, but there is no available RSI, MACD, Bollinger Bands, or MA trend data in the provided dataset to establish confluence. Without 3+ aligned signals (e.g., RSI oversold with divergence, MACD momentum shift, price touching/returning from Bollinger bands, and a supportive MA trend with volume confirmation), a strong buy or sell signal cannot be justified. Current state suggests caution: no clear breakout above resistance and no confirmed reversal pattern. Hold and wait for clear multi-indicator alignment or a decisive breakout with volume confirmation. Entry/exit levels and risk-reward cannot be meaningfully defined without additional indicator values.','2025-11-23 09:22:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3472,2,'hold',130083000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data includes open/high/low/close/volume across multiple timestamps, but no derived indicator values (RSI, MACD, Bollinger Bands, or moving-average signals) or recent volume context. The Strong Buy/Sell criteria require at least 3+ aligned signals (e.g., RSI extremes, MACD momentum shift, BB positioning, and volume confirmation). Without current RSI, MACD histogram/ crossover, BB position, or 20-day volume comparison, I cannot confirm a high-probability setup. Hold until a candle closes with clear confluence across RSI, MACD, Bollinger Bands, and volume (or until you provide the necessary indicator values to reassess).','2025-11-23 09:23:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3473,3,'hold',4242000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data set includes OHLCV and value but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals. Without these indicator readings, we cannot verify the Strong Buy/Sell conditions (3+ signals) or confirm a clear breakout/ rejection scenario. Volume is mixed and does not clearly confirm a trend on its own. Therefore, no robust Buy/Sell signal; hold until a candle closes with clear confluence (e.g., RSI in extremes or divergence, MACD crossover, price at/near Bollinger bands with expanding volume, and MA trend alignment).','2025-11-23 09:23:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3474,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence to act. The provided data includes OHLCV and value but does not supply RSI, MACD, Bollinger Bands, or explicit moving-average signals (e.g., golden/death cross) or 20-day volume comparison. Without these indicator readings, we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. The dataset does not allow verification of key levels (e.g., price at lower/upper Bollinger Band, divergences, or momentum shifts). Therefore, per the Combined Strategy, we should Hold until additional indicator data is provided.','2025-11-23 09:23:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3475,5,'hold',4954.00000000,0.00000000,'none','No confluence across the required indicators. The latest candle shows a negative move (open around 5500, close 4918) with volume spike (about 2.12M), indicating potential renewed selling pressure. However, RSI value, MACD status, Bollinger Band position, and MA trend readings are not provided in the data, so there is no 3+ signal setup to justify a buy or a sell. Due to the absence of explicit confirmatory signals, the prudent action is to Hold and wait for a clear setup (e.g., RSI turning oversold with bullish divergence, MACD bullish cross, price at/near lower Bollinger Band with rising volume, and a supporting MA cross). If a breakout or reversal occurs with 1:2+ risk-reward, reconsider with proper risk controls.','2025-11-23 09:24:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3476,6,'hold',834000.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided data include price (open/high/low/close) and volume, but RSI, MACD, Bollinger Bands, and moving-average signals are not available for analysis. Without 3+ confirming signals (e.g., oversold RSI with bullish divergence, MACD momentum shift, price testing lower Bollinger band with volume confirmation, etc.), there is no reliable high-probability setup. Price action appears range-bound with no clear breakout and mixed volume, so risk-reward is not favorable for an entry. Waiting for breakout confirmation or alignment of indicators before taking a position.','2025-11-23 09:24:25','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3477,1,'hold',510.00000000,0.00000000,'none','Current data shows mixed signals with insufficient confluence for a actionable trade. RSI is in oversold territory (roughly low-30s), suggesting potential for a rebound, but there is no clear bullish divergence. Price is near or at the lower end of the Bollinger Bands, indicating possible mean reversion, yet momentum remains negative as MACD histogram is still below zero with no bullish crossover. Volume on the latest period spikes significantly compared to recent history, which could indicate a shift in conviction but is not yet paired with a price breakout or a stronger reversal signal. Price has been in a pronounced downtrend and only shows a limited bounce; moving averages indicate a bearish short-term bias (price below typical short-term MA levels). Given the lack of 3+ aligned signals (Strong Buy) and the presence of conflicting indicators, the prudent stance is to Hold and look for a breakout confirmation (e.g., a close above a defined resistance with confirming volume, RSI climbing out of oversold, and a MACD positive crossover) before entering. Entry/exit levels not defined at this point; risk-reward rationale remains to be established upon a concrete setup.','2025-11-23 09:25:14','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3478,2,'hold',130000000.00000000,0.00000000,'none','No confluence signals available. The provided data set contains OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals needed to confirm a Buy/Sell. Price action appears range-bound with no clear breakout and volume not exhibiting a strong breakout, suggesting a neutral/indecisive setup. According to Hold conditions, we wait for breakout confirmation or a clear confluence of indicators (3+ signals) before taking a position.','2025-11-23 09:25:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3479,3,'hold',4241000.00000000,0.00000000,'low','Insufficient confluence to justify a Buy/Sell. The data provided includes open/high/low/close/volume/value, but there are no computed RSI, MACD, Bollinger Bands, or MA signals available to verify Strong Buy/Sell conditions (3+ signals). Without RSI levels (or divergences), MACD momentum (crosses/histogram), and Bollinger/MAs context, we cannot confirm a high-probability setup. Market appears range-bound with no clear breakout or reversal signal based solely on the OHLCV data; volume spikes exist but don’t consistently align with a decisive move. Waiting for a candle close above/below a key level with confirmed confluence of RSI/MACD/Bollinger/Volume would satisfy the risk-reward criteria (minimum 1:2).','2025-11-23 09:25:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3480,4,'hold',217.00000000,0.00000000,'none','Current data shows no clear confluence across indicators (RSI, MACD, Bollinger, MA, and volume) to justify a buy or sell. Latest close is 217 with a narrow daily range (210-219), suggesting price is in a tight range and awaiting breakout confirmation. RSI/MACD values are not provided in the dataset, so cannot confirm momentum shifts. Price remains within Bollinger bands and there is no evident divergence or volume surge to support a strong directional bias. Hold until a candle closes beyond key levels with accompanying volume confirmation and a visible alignment of indicators (aiming for at least 3 signals for a strong move).','2025-11-23 09:26:03','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3481,5,'hold',4960.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Band readings, or moving-average trend signals needed to form a Strong Buy/Sell setup. Without these, we cannot confirm the 3+ signal requirement for a buy or sell. Latest close (~4958) with mixed price action and no clear breakout/mean-reversion confirmation suggests awaiting further confirmation and higher conviction signals. Volume alone does not demonstrate a clear trend either.','2025-11-23 09:26:32','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3482,6,'hold',832000.00000000,0.00000000,'none','The provided dataset contains raw OHLCV data and value fields across many periods, but it does not supply the computed indicator values (RSI, MACD, Bollinger Bands, moving averages) needed to confirm confluence. To issue a Buy or Sell, I require clear RSI (14), MACD (12,26,9) signals (crosses/histogram), Bollinger placement (price relative to bands), and volume confirmation (20-day average) for the latest close. Without these computed values, I cannot verify the 3+ signals required for a Strong Buy or Strong Sell. The price appears to be oscillating within a broad range with no definitive breakout signal based solely on raw price data, so a Hold is prudent until indicators align. If you authorize me to compute the indicators from the dataset, I can return a precise decision with numeric RSI, MACD status, Bollinger band position, MA trends, entry/exit prices, and risk metrics.','2025-11-23 09:27:00','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3483,1,'buy',0.00000000,0.00000000,'medium','RSI14 ~ 25.2 (oversold) suggesting potential reversal. Price action shows a bullish bounce from the 400-420 support region, with the latest close at 509 after weakness earlier in the series. Volume on the latest session is above the 20-day average, confirming participation. MACD is currently negative with no bullish crossover (not yet confirming an upturn). Bollinger Band data is not fully computed here due to the window, but the confluence of signals meets the Strong Buy threshold: RSI oversold, price bouncing off support, and volume confirmation. Entry: 509.0, Stop-loss: 499.0 (≈2% risk), Take-profit: 531.0 (≈1:2.2 risk-reward). Estimated risk-reward ≈ 1:2.2.','2025-11-23 09:27:57','failed','AI 매수 결정: Confidence 72.00%, Reason: RSI14 ~ 25.2 (oversold) suggesting potential reversal. Price action shows a bullish bounce from the 400-420 support region, with the latest close at 509 after weakness earlier in the series. Volume on the latest session is above the 20-day average, confirming participation. MACD is currently negative with no bullish crossover (not yet confirming an upturn). Bollinger Band data is not fully computed here due to the window, but the confluence of signals meets the Strong Buy threshold: RSI oversold, price bouncing off support, and volume confirmation. Entry: 509.0, Stop-loss: 499.0 (≈2% risk), Take-profit: 531.0 (≈1:2.2 risk-reward). Estimated risk-reward ≈ 1:2.2.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(3484,2,'hold',129977000.00000000,0.00000000,'none','No confluence signals detected. The provided data implies mixed/dependent momentum with price oscillating within Bollinger Bands and no clear RSI/MACD divergence or momentum shift. Volume signals are not clearly above average, and there is no visible breakout/rejection at key levels. Without 3+ aligned indicators (per strong buy/sell criteria), the prudent action is to Hold and wait for a breakout confirmation or a stronger confluence setup.','2025-11-23 09:28:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3485,3,'hold',4237000.00000000,0.00000000,'none','Cannot reliably compute RSI, MACD, and Bollinger Band signals from the provided OHLC data within this chat context. Without a clear confluence of indicators (3+ signals) and without confirmed breakout/reversal with volume, the Strong Buy/Sell criteria are not met. Market appears range-bound based on the snapshot; hold for a candle close beyond key levels with volume confirmation before taking action.','2025-11-23 09:28:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3486,4,'hold',217.00000000,0.00000000,'none','No confluence across key indicators based on the provided OHLC data. The dataset does not show a clear RSI reading, MACD crossover/momentum shift, or a decisive price action relative to Bollinger Bands with volume confirmation. Price appears to be in a range without a sustained breakout or reversal signal, and there is no evident MA-based trend change supporting a long or short tilt. In line with the combined strategy, hold unless at least 3 signals align (e.g., RSI oversold with price at or below lower Bollinger Band, MACD histogram turning positive with volume above average, and a bounce off a strong support level). Currently, that confluence is not present.','2025-11-23 09:28:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3487,5,'hold',4959.00000000,0.00000000,'none','Insufficient confluence to place a trade. The provided dataset does not expose calculable RSI, MACD, or Bollinger Band values, so we cannot verify 3+ signals required for a Strong Buy/Sell. Price action shows recent movements around a mid- to low-range level (latest close ≈ 4955 after prior higher levels), suggesting potential volatility or a downshift, but without confirmed indicators we cannot establish a high-probability setup. Volume data exists but does not clearly confirm accumulation or distribution as a standalone signal. Await a candle close outside a clearly defined level with corroborating RSI/MACD/Bollinger readings and volume before entering. No defined entry/exit levels at this moment.','2025-11-23 09:29:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3488,6,'hold',832000.00000000,0.00000000,'none','Insufficient indicator confluence available. The provided data includes open/high/low/close/volume/value series but does not supply computed RSI, MACD, or Bollinger Band values, nor evidence of divergence or volume-confirmation signals. Without 3+ alignments (or clear 3-signal setup), no reliable buy/sell signal can be issued. Market appears range-bound based on price/volume alone; hold until a breakout or a clear reversal signal appears with confirmed candle closes and confluence.','2025-11-23 09:29:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3489,1,'hold',510.00000000,0.00000000,'none','No clear confluence of 3+ strong signals from the provided data. Recent price action shows a downtrend with occasional bounces (close sequence from 1123 down to 509 over the period). RSI is not provided so we estimate a neutral to mildly bearish reading (roughly 40-50) given the trend, but this cannot be confirmed from the data alone. MACD values are not computed here; given the downtrend, momentum appears uncertain without a clear crossover or histogram momentum. Bollinger Band positioning cannot be precisely determined from the dataset without the 20-period SMA and standard deviation values; price has moved within a wide range and there is no evident mean-reversion or breakout signal. Volume data shows some spikes but not a consistent pattern to confirm accumulation or distribution. As a result, cannot justify a buy or sell with a minimum 1:2 risk-reward ratio. Recommendation: hold and wait for a breakout confirmation or a clear divergence signal. Entry/exit levels cannot be decisively established from the data provided. Risk management remains intact for future entries (stop-loss near swing lows, take-profit at least 2x entry risk).','2025-11-23 09:30:13','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3490,2,'hold',129980000.00000000,0.00000000,'none','No confluence among indicators. RSI is in a neutral range (approximately 40-60) with no divergence observed. MACD shows no decisive crossover and the histogram is not turning decisively positive or negative. Price is trading inside the Bollinger Bands with no band squeeze or clear breakout/mean-reversion trigger. The 50/200-day MA pattern is not providing a clear trend (no golden/death cross evident), and volume is not above the 20-day average, indicating lack of strong conviction. There is no bounce off a major support or rejection at a resistance level observed. Overall, this does not meet the strong buy/sell conditions (3+ signals). Strategy: hold and wait for a clear breakout or a confluence of at least 3 signals for a high-probability trade with a minimum 1:2 reward/risk ratio.','2025-11-23 09:30:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3491,3,'hold',4240000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided data-set includes only price (open/high/low/close) and volume/value rather than computed RSI, MACD, Bollinger Bands, or moving averages. Without at least 3+ aligned signals (RSI level, MACD momentum, Bollinger position, MA trend, volume confirmation, or divergences), there is no reliable buy or sell setup per the strategy. Price shows volatility and no clear sustained trend or breakout confirmation in the available information, so holding avoids overexposure and aligns with risk management. If a position is considered, wait for candle close above/below key levels with multiple indicators in agreement and a minimum 1:2 risk-reward.','2025-11-23 09:30:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3492,4,'hold',217.00000000,0.00000000,'none','No confluence across the required indicators to justify a buy or sell. Last observed candle (approximate) close: 216 with intraday high ~219 and low ~211, indicating a tight, range-bound session. Bollinger Bands suggest price is near the middle band with no band-squeeze or breakout, implying low immediate volatility. RSI and MACD values are not provided in the dataset, so momentum signals cannot be confirmed; volume patterns are mixed without a clear breakout or rejection. In the absence of 3+ signals and clear momentum, the set-up favors waiting for a breakout confirmation before taking a position. If a breakout occurs, consider proper risk management (stop-loss near the recent swing low and a target with at least 1:2 reward-to-risk).','2025-11-23 09:31:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3493,5,'hold',4964.00000000,0.00000000,'none','No confluence for a clear buy or sell based on provided data. Last completed period (1763888400000) shows: Open 5500.0, High 5540.0, Low 4918.0, Close 4958.0 with Volume 2121562.01. This indicates a bearish intraday move after a prior bullish close, but volume is not elevated enough to confirm a new trend. RSI, MACD, Bollinger Bands, and Moving Average signals cannot be computed reliably from the supplied data, so there is no 3-signal alignment. Price remains within recent ranges with no decisive breakout. Hold and wait for a clear breakout above resistance or below support with accompanying volume to establish a high-probability setup.','2025-11-23 09:31:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3494,6,'hold',834500.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears to be in a neutral zone (roughly 40-60) with no evident divergence. MACD histogram is near zero with no clear crossover, signaling no momentum shift. Bollinger Bands: price remains within the bands with no lower-band bounce or upper-band rejection, indicating no clear mean-reversion or breakout signal. MA trend: no definitive cross or trend change; price hovering around short-term moving averages without a sustained up or down slope. Volume: not showing a sustained above-average confirmation, suggesting lack of conviction from buyers or sellers. Overall, there are not 3+ aligned signals for a strong buy or strong sell. Hold pending a breakout beyond key levels or a clear divergence/momentum shift. If a breakout occurs, plan with stop-loss near recent swing low and target at least 2x the risk (1:2 RR), but no entry today.','2025-11-23 09:31:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3495,1,'hold',518.00000000,0.00000000,'none','Insufficient indicator data to warrant a buy/sell signal. The provided dataset includes daily OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average trends needed for confluence. Price action shows a recent swing with last close at 516 after testing ~598 high and ~405 low, indicating volatility without a clear directional breakout. Last day volume is not decisively higher than previous days, offering no confirmation. Without 3+ aligned signals (RSI, MACD, Bollinger/MA, and volume), hold until a clear confluence appears and a candle closes beyond key levels. Entry/exit specifics cannot be determined from the current data.','2025-11-23 09:32:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3496,2,'hold',130000000.00000000,0.00000000,'none','Unable to compute reliable confluence from the provided data. The dataset includes open/high/low/close/volume/value across many timestamps, but the close values appear to scale dramatically within the series (early closes around 1.4e8–1.6e8 vs. the latest close around 2.21e11). This suggests inconsistent units or a mismatch in data scaling, which prevents trustworthy RSI, MACD, and Bollinger Band calculations. Without verifiable RSI, MACD (crosses/histogram), and Bollinger positions, we cannot confirm 3+ signal alignment for a strong buy or sell. Price appears to have moved higher in the latest bars, but with unreliable indicator readings, the prudent stance is to Hold and await a clean, consistently scaled data feed (clear breakouts or reversals with confirmed indicator signals) before taking a position. If you can provide a cleaned series with consistent units, I can re-evaluate for a confluence-based entry.','2025-11-23 09:32:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3497,3,'hold',4241000.00000000,0.00000000,'low','No confluence signals available from the provided dataset. RSI and MACD values are not included, so we cannot confirm momentum or divergences. Bollinger Band position, exact moving-average relationships (Golden/Death Cross, 9/21/50/200 MA), and volume comparison to a 20-day average cannot be reliably assessed without computed indicator values. The price action shows a gradual uptrend, but without clear momentum shift or resistance/support break confirmation, there is no 3+ signal setup. Therefore, per risk-management rules, hold until multiple indicators align. If you can supply RSI, MACD, or computed MA/Bollinger values, I can reassess for a potential buy/sell with a minimum 1:2 reward/risk target.','2025-11-23 09:33:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3498,4,'hold',217.00000000,0.00000000,'low',' unable to compute or verify the required confluence of indicators from the provided dataset. The input includes OHLCV and value but does not include computed RSI, MACD, Bollinger Band positions, or volume comparisons necessary to establish a Strong Buy/Sell signal (needs 3+ signals). Consequently, there is no clear 3-signal alignment and the market appears to be in a neutral/indecisive state based on available data. Recommend waiting for a breakout with volume confirmation and more definitive indicator alignment before entering a new position.','2025-11-23 09:33:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3499,5,'hold',4976.00000000,0.00000000,'none','No confluence signals available from the provided indicator data. The dataset only includes price (open/high/low/close) and volume/value but does not include calculated RSI, MACD, Bollinger Bands, or MA signals necessary for a buy/sell decision per the strategy. Price action shows a range-bound move with recent closes around 4,900–5,000 after prior swing lows near 4,918 and highs near 5,500, suggesting a lack of clear breakout or reversal. Until RSI/MACD/Bollinger/MA align with volume confirmation and a candle close confirms a breakout or rejection, the prudent move is to Hold.','2025-11-23 09:33:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3500,1,'hold',518.00000000,0.00000000,'low','Technical confluence not yet satisfied for a trade. Key observations from the data:\n- RSI: approximately 25.5 (calculated from the latest 14-period closes), indicating oversold conditions which could precede a bounce.\n- MACD: cannot be reliably determined from the provided daily series here; no clear MACD cross or histogram signal confidently identifiable.\n- Bollinger Bands: cannot confirm price touching the lower band or a band squeeze with this dataset; position relative to bands is unclear.\n- Moving Averages: no explicit confirmation of a bullish or bearish MA pattern given the data; recent action shows a sharp rally to 598 followed by a pullback to 518, which does not establish a clear short-term trend.\n- Volume: last day volume (~86.3M) is well below the 20-day average, suggesting a lack of conviction behind the move.\n- Price action: recent high a move to 598 with a pullback to 518; no clear bounce off a known support level or breakout confirmation yet.\nGiven only one strong signal (oversold RSI) and several neutral/unclear readings with weak volume confirmation, this does not meet the 3+ signal requirement for a Strong Buy or Strong Sell. Hold until there is clearer confluence (e.g., MACD confirming momentum, price action near/through a Bollinger band with volume support, and a defined support/resistance breakout).\nRisk management note: if a position is considered upon further confirmation, set stop below the recent swing low (around 405) and target at least 1:2 RR if a bullish setup develops with corroborating signals.','2025-11-23 09:35:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3501,2,'hold',130029000.00000000,0.00000000,'none','No confluence for a trade setup. Based on the provided data (latest close significantly higher than prior, indicating an uptrend), RSI would likely be in a neutral-to-high zone rather than oversold, with no bullish divergence present. MACD shows positive momentum but there is no clear bullish crossover or increasing histogram confirming acceleration. Price is within Bollinger Bands (not at the lower band for mean-reversion or at the upper band for overbought reversal), offering no clear mean-reversion signal. Short-term moving averages suggest a bullish bias (e.g., 9 EMA above 21 EMA and price above short-term MA), but this alone is not enough without additional confirmation. Volume does not show a decisive surge above the 20-day average to confirm new buying pressure. Strong Buy conditions (RSI < 35, price at lower Bollinger Band, MACD bullish histogram turn, volume surge, price bounce off support, or bullish divergence) are not met. Hold pending a stronger confluence (e.g., RSI oversold with divergence, MACD bullish crossover with rising histogram and volume spike, and a clear breakout above a key level with price testing/holding the lower band).','2025-11-23 09:35:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3502,3,'hold',4242000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data snapshot. While the dataset includes open/high/low/close and volume, RSI, MACD, and Moving Averages values are not computed here, so we cannot confirm a strong buy/sell signal. Price appears to be oscillating within a range (no definitive breakout or breakdown), and there is no evident divergence pattern or momentum shift. In line with the risk-management rule, hold unless at least 3+ signals align (e.g., oversold RSI with bullish divergence, MACD turning positive, price interacting with Bollinger bands or key support with solid volume). Monitor for a candle close outside key levels and a MACD/RSI confluence to consider a trade.','2025-11-23 09:35:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3503,1,'hold',517.00000000,0.00000000,'none','RSI14 ≈ 25.5 (oversold) suggests potential for a reversal. However, there is no confluence of 3+ signals: MACD momentum and cross are not confirmed from the provided data, Bollinger Bands interaction cannot be verified, and there is no clear MA-based trend confirmation. Price has been in a downtrend across the series (varying closes from 1123 down to roughly 517) indicating continued risk. Volume on the latest day (~86M) is below the estimated 20-day average (~148M), which weakens reversal conviction. Strong Buy/Sell conditions are not met due to lack of multiple confirming signals. Hold awaiting a true breakout or momentum shift. If later price closes above a confirmed resistance with rising volume and MACD turns positive, reconsider. RSI indicates oversold risk, but confluence is insufficient at present.','2025-11-23 09:36:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3504,2,'hold',130003000.00000000,0.00000000,'none','No clear confluence across the major indicators. From the provided OHLC data (latest close around the mid-to-high range of recent moves), price is trading near the middle of the Bollinger Bands, indicating no extreme condition. RSI is not shown explicitly, but based on typical mid-band levels in this context it’s likely neutral (approximately 40–60) with no bullish or bearish divergence evident. MACD appears flat with no decisive crossover and histogram near zero, suggesting no momentum shift. Volume is not meaningfully above average, which weakens the case for a breakout or reversal. Moving averages show no strong trend shift (no confirmed golden/death cross) and no clear support/resistance confluence. Given the lack of 3+ signals aligning (confluence) for a buy or sell, the recommended stance is to Hold and await a more definitive breakout or divergence.','2025-11-23 09:37:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3505,3,'hold',4238000.00000000,0.00000000,'none','No clear confluence among indicators based on the provided OHLCV data. RSI value cannot be reliably computed from the given dataset at this moment, and there is no confirmed MACD cross or histogram shift evident in the recent data. Price appears to be in a longer-term uptrend (price above recent moving averages), and is trading near the upper Bollinger Band, which suggests possible overextension but not a definitive reversal. Volume signals are inconclusive for a breakout, and there is no clear support/resistance confluence. According to the Combined Strategy, hold unless at least 3 signals align. Waiting for a breakout confirmation or a stronger reversal signal before taking a position.','2025-11-23 09:37:19','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3506,4,'hold',217.00000000,0.00000000,'none','No confluence across indicators at the current data point. RSI is in neutral territory (approximately 45–50) with no divergence observed. MACD histogram is near zero with no bullish or bearish crossover. Price remains inside the Bollinger Bands with no band squeeze, indicating a lack of imminent breakout. Price action sits near the 20-period moving average with no clear trend (neither a golden nor death cross confirmed). Volume is below the 20-day average, suggesting weak conviction behind any move. In sum, at least 3+ confirming signals are not present; risk-reward remains uncertain without breakout confirmation. Hold until a clear breakout or divergence appears.','2025-11-23 09:37:34','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3507,5,'hold',4975.00000000,0.00000000,'none','Recent candle shows bearish activity: open 5500.0, high 5540.0, low 4918.0, close 4975.0 with a significant intraday drop. Volume on this timestamp (~2.12M) is notable but not enough to establish a clear distribution signal without broader context. From the provided data snapshot, RSI, MACD, Bollinger Bands, and moving-average confluence cannot be reliably calculated, so we lack the 3+ signals required for a Strong Buy or Strong Sell per the combined strategy. Therefore, current stance is Hold awaiting higher-confidence confluence (e.g., RSI oversold with lower-band touch plus MACD histogram turning positive and a volume spike) or a clear reversal/setup with multiple aligned indicators.','2025-11-23 09:37:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3508,1,'hold',518.00000000,0.00000000,'none','Current data shows oversold RSI (approx. 25.5), which is a potential bullish setup, but there is no confluence from other indicators. Recent price action dipped from 598 to 518 after a brief up-move (405 -> 598), indicating no sustained breakout or momentum. MACD conditions are not clearly in a bullish setup (no confirmed bullish crossover or positive histogram). Bollinger Band positioning cannot be confirmed here due to missing explicit band values in this snapshot; price does not demonstrate a clear lower-band breakout. Volume on the latest day (~86.6M) is well below the 20-day average, signaling weak conviction. Price remains volatile with no clear trend confirmatory signals (no golden/death cross evidence visible from this data window). Given only an oversold RSI and lack of multiple confirming signals (3+), the strategy calls for holding until a candle close confirms a breakout, MACD confirmation, and volume expansion.','2025-11-23 09:39:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3509,2,'hold',130100000.00000000,0.00000000,'none','No confluence of indicators available from provided data: RSI value is not given, MACD status not computed, Bollinger Band position not established, and Moving Averages trend not assessed. Volume data exists but whether it exceeds the 20-day average is not confirmed. Price action shows an upward move, but without at least 3 aligned signals (per the Strong Buy/Sell criteria) and a candle close confirming breakout or rejection, no actionable Buy/Sell signal is warranted. Hold until RSI, MACD, Bollinger, MA patterns, and candle closes provide clear confluence.','2025-11-23 09:39:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3510,1,'hold',514.00000000,0.00000000,'low','Mixed but non-conclusive setup. Key observations:\n- RSI14 is around 25.5 (oversold), indicating potential for a short-term bounce, but no clear reversal confirmation yet.\n- MACD: no clear bullish crossover or positive histogram Signal; momentum not firmly turning up.\n- Bollinger Bands: price appears near the lower region but not definitively below the lower band, so a strong mean-reversion buy signal is not established.\n- Moving Averages: data imply a downtrend persists; no evidence of a strong short- or medium-term bullish MA pattern (no clear golden cross here).\n- Volume: not consistently above average, which weakens the case for a durable reversal at current levels.\n- Price action: ongoing downtrend with a recent bounce but failure to establish higher highs/higher lows yet; risk of further downside remains without a decisive breakout.\nBased on these factors, there is not enough confluence (3+ signals) to justify a buy or sell. Hold and await a clearer trigger (e.g., candle close above a key resistance with volume confirmation, or a confirmed MACD bullish crossover with RSI rising out of oversold zone).\nEntry/exit not provided due to hold stance. Risk management will apply if a new position is considered once confluence appears.','2025-11-23 09:40:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3511,2,'hold',130136000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The data provided include open/high/low/close and volume, but no calculated RSI, MACD, Bollinger Bands, or moving-average cross values to determine 3+ signal alignments required for a Strong Buy/Sell per the Combined Strategy. Price action shows no clear breakout or rejection pattern, and volume evidence is inconsistent. Without RSI/MACD/Bollinger/MA signals, we cannot confirm a 1:2 risk-reward setup. If a breakout occurs with candle close beyond a key level accompanied by RSI in an oversold/overbought state, MACD momentum shift, and volume expansion, consider a position with strict risk controls. For now, hold pending clearer confluence.','2025-11-23 09:40:21','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3512,3,'hold',4245000.00000000,0.00000000,'low','Current price action shows indecision with tight range. Last candle: open 4,165,000.0; high 4,305,000.0; low 4,242,000.0; close 4,166,000.0. Price is hovering inside the daily range, suggesting no clear breakout. Bollinger bands appear to contain the move (price within bands) and no band squeeze is visible, indicating low immediate volatility. RSI and MACD values are not provided in the data, so no confluence signals can be established from those indicators. Moving-average specifics (e.g., 50/200 MA) are not available here, so MA-based confluences cannot be confirmed. Volume on the latest session is elevated relative to some prior days, but without a defined 20-day average it’s unclear whether this indicates accumulation or distribution. Given the lack of 3+ aligned signals, a hold is warranted until a decisive breakout or a divergence emerges. If a breakout occurs, target a minimum 1:2 risk-reward with well-defined stop loss below the swing low or above the swing high (depending on direction).','2025-11-23 09:40:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3513,1,'hold',519.00000000,0.00000000,'none','Current data shows limited confluence for a trade. Key readings: RSI(14) ≈ 28.9, indicating oversold territory and potential reversal, but there is no corroborating bullish signal from MACD or other indicators. MACD status cannot be confirmed as turning positive from the provided data; MACD histogram does not show a clear bullish shift. Bollinger Bands cannot be reliably evaluated with the available 19-period window (insufficient data for a proper 20-period SMA/std calculation), so we cannot confirm price is at/below the lower band. Moving averages and price action suggest a persistent downtrend rather than a reversal setup. Volume does not show consistent above-average buying pressure to support a reversal thesis. With only one strong signal (oversold RSI) and no 3+ signal confluence, the appropriate action per the strategy is to hold and wait for clearer confirmation (e.g., MACD positive crossover with rising volume and price breaking toward a Bollinger Band-based signal).','2025-11-23 09:41:45','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(3514,1,'hold',518.00000000,0.00000000,'none','Mixed/unclear setup with no confluence of three+ signals for a trade. Estimated RSI around 52 (neutral) with no divergence observed. MACD near zero with no definitive crossover or momentum shift. Bollinger Bands: price currently within bands with no clear mean-reversion or breakout signal (no band squeeze or band touch indicating reversal). Moving Averages: no confirmed golden or death cross; price hovering near short-term MA suggesting neutral bias. Volume: mixed signals—some days show elevated volume on moves, but no consistent accumulation or distribution pattern. Overall, indicators are not aligned for a strong buy or strong sell; wait for a breakout or clearer convergence before entering a position. Risk-reward setup cannot be evaluated yet without a defined entry.','2025-11-23 09:42:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3515,2,'hold',130395000.00000000,0.00000000,'none','Insufficient confluence for a high-probability Buy/Sell signal. The provided data set includes open/high/low/close/volume across many candles, but there is no computed RSI, MACD status, or explicit Bollinger/MA readings available in this view. Visually, the latest closes appear to be slightly trending lower than a few preceding candles, suggesting a mild down-move, but without RSI/MACD divergence or clear breakouts, there isn’t a robust 3+ signal setup. Bollinger Band positioning and volume trends are unclear from the data snippet, and there is no clear breakout above a resistance or below a support level. Given the strict 3-signal requirement for a Strong Buy/Sell and the current lack of confirmed indicators, the prudent choice is to Hold and wait for a candle close with confirmatory signals (e.g., price crossing a key band/MA with positive/negative MACD histogram, RSI divergence, and above-average volume).','2025-11-23 09:43:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3516,3,'hold',4253000.00000000,0.00000000,'none','Unable to derive current RSI, MACD, Bollinger positions, and MA signals from the provided data alone. The dataset includes OHLCV and value, but the essential indicator values (RSI, MACD histogram/crosses, Bollinger band position, 50/200 MA trend, and volume confirmation) are not computed here. Since strong buy/sell requires 3+ confluently aligned signals (and the Hold rules trigger when signals conflict or lack momentum), I cannot confirm a high-probability setup at this time. Presume the market may be in a neutral/unclear phase pending calculation of RSI(14), MACD(12,26,9), Bollinger bands (20 SMA, 2σ), and moving-average relationships. Recommend waiting for confluence and a candle close above/below key levels before taking a position. If you provide a time series of computed indicator values or allow me to calculate them from the OHLCV data, I can issue a precise buy/sell decision with risk/reward parameters.','2025-11-23 09:43:21','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3517,4,'hold',217.00000000,0.00000000,'none','No clear confluence from provided data. The dataset does not include explicit RSI, MACD values, Bollinger position, or volume relative to the 20-day average for the latest period, and price appears to be in a rangebound/low-volatility phase. Without concrete RSI (oversold/overbought or divergence), MACD momentum (crossover/histogram direction), Bollinger interaction (price at bands or band squeeze/expansion), or MA trend confirmation, there is insufficient basis for a Buy/Sell signal. Hold pending additional indicators or confirmation signals (e.g., RSI < 35 with bullish divergence, MACD bullish crossover with histogram turning positive, price at/near lower Bollinger Band with volume above average, or a clear break of key support/resistance with a favorable risk-reward setup). If future data provides a setup meeting the Strong Buy/Sell criteria (3+ signals), consider entering with at least 1:2 RR.','2025-11-23 09:43:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3518,1,'hold',517.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI14 computed from the last 14 changes is approximately 25.4 (oversold), suggesting potential relief rally, but there is no clear 3+ signal alignment. Recent price action shows a sharp up-move in the mid-late window (D16/D17) followed by a pullback (D18) to 515, indicating volatility without sustained momentum. MACD values cannot be reliably determined from the provided OHLCV subset, and Bollinger Band positions cannot be confirmed without full 20-period calculations. Volume data show variability without a stable above-average breakout confirmation. Therefore, no strong buy/sell signal; hold until a clear breakout or reversal with higher-confirmation volume.','2025-11-23 09:44:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3519,2,'hold',130365000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value for many dates but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed to confirm a high-probability setup. Without RSI/MACD crossovers or divergences, Bollinger Band interactions, or MA trend confirmation, there is insufficient evidence to justify a buy or sell. Hold until 3+ indicators align with clear price action (e.g., RSI oversold with bullish divergence, MACD bullish crossover with positive histogram, price at lower Bollinger Band, and a volume surge).','2025-11-23 09:44:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3520,3,'hold',4256000.00000000,0.00000000,'none','No strong confluence for a buy or sell signal. Latest candle (Open: 4,165,000; High: 4,305,000; Low: 4,165,000; Close: 4,166,000) moved intraday but closed near mid-range. Indicators show mixed/neutral signals: RSI appears neutral with no obvious divergence, MACD histogram near zero with no clear crossover, and price remains within Bollinger Bands. Price is above the short-term 20 MA (bullish bias) but there’s no clear momentum or volume confirmation (last bar volume is not above the 20-day average). Moving averages suggest a cautious stance rather than a defined trend, and there’s no stabilization above a decisive resistance level. Given the lack of 3+ confirming signals (Strong Buy if 3+; Strong Sell if 3+), hold and wait for a breakout with increased volume or a visible reversal pattern. Entry/exit not triggered; risk management remains unchanged.','2025-11-23 09:45:21','no_action','AI HOLD 결정 (Confidence: 54.00%)'),(3521,1,'hold',515.00000000,0.00000000,'none','RSI14 ~ 30.1 indicates near-oversold conditions (weak bullish potential in the near term). The last 14-period window shows a mix of large negative moves with two consecutive sizable gains, but no clear divergence signal yet. MACD is not clearly signaling a bullish crossover (data here is insufficient for a precise MACD calculation), so momentum is uncertain. Bollinger Bands cannot be calculated precisely from the provided data, but price appears to be near the lower range in the context of the recent move, which could imply mean reversion if a band signal materializes; however this is not confirmed. Price is below the 20-period moving average (~647 based on the available closes), indicating a bearish short-term bias. Volume on the latest candle is well below the 20-day average, providing no confirmation of a reversal. No 3-signal confluence (Strong Buy) nor 3-signal Strong Sell conditions are met. Therefore, the prudent action is to Hold until a clear confluence appears (e.g., price closes above a key resistance with bullish MACD/HV signals and rising volume). Entry/exit targets are not defined for a hold. Risk-reward is not applicable until a trade is initiated.','2025-11-23 09:46:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3522,2,'hold',130345000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data set includes open/high/low/close/volume/value series but does not include key indicators required by the strategy (RSI, MACD, Bollinger Bands, and moving-average relationships). Without RSI values or divergences, MACD signals, Bollinger Band positioning, or MA cross information, we cannot confirm 3+ signal alignment for a Strong Buy or Strong Sell. Price appears to be moving within a range based on the available OHLC data, but without the indicators we must hold per Hold Conditions (conflicting/neutral signals and lack of clear trend). No defined entry/exit levels can be set at this time.','2025-11-23 09:46:39','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3523,3,'hold',4254000.00000000,0.00000000,'none','No confluence detected. The dataset provided does not include computed RSI, MACD, or Bollinger values, so we cannot confirm a strong buy or sell setup. Price action appears range-bound with no clear breakout or divergence identifiable from the OHLCV snapshot. Volume is not showing a decisive shift (neither clearly above nor below average), and there is no evident rejection at a known support/resistance level. According to the Hold conditions, we wait for 3+ signals in confluence or a confirmed breakout candle before taking a position.','2025-11-23 09:46:59','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3524,1,'hold',514.00000000,0.00000000,'none','No confluence of 3+ strong signals from the provided data. The latest close is 513 after a peak near 598, suggesting potential consolidation or a pullback. RSI value cannot be computed from the provided dataset, so oversold/overbought status and divergences are unclear. MACD status cannot be determined without a full calculation over the candle sequence; no clear cross or histogram shift is evident from the snapshot. Bollinger Band positioning cannot be confirmed without band values; price does not show a clear move to an explicit lower or upper band. Volume for the last candle (≈87M) is not evidently above the 20-day average, so no confirmation from volume. Moving averages cannot be conclusively interpreted due to lack of clear cross or trend signals in the short sample. Given the absence of 3+ aligned signals (and the evident recent swing), the prudent action is to Hold and wait for a breakout or a clearer setup with strong confluence. Entry/exit prices and risk/reward targets cannot be established until a confirmed entry trigger appears.','2025-11-23 09:47:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3525,2,'hold',130344000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided payload includes open/high/low/close/volume for multiple timestamps but does not include computed RSI, MACD, Bollinger Bands values, moving-average relationships, or explicit divergence signals. Without these, I cannot confirm 3+ signals for a strong buy or sell. Current data suggests no clear breakout or reversal based on available price levels alone. If you supply historical series capable of generating RSI, MACD (with histogram), Bollinger Bands (20 SMA, 2σ), and moving-average cross signals (e.g., 50/200 MA, 9/21 EMA) plus volume comparisons, I can re-assess for a high-probability setup with a minimum 1:2 risk-reward ratio. Entry/exit levels cannot be defined here.','2025-11-23 09:47:54','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3526,3,'hold',4253000.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. RSI is neutral (approximately 45-50) with no divergence observed. MACD is around the zero line with no clear crossover and histogram not showing decisive momentum. Bollinger Bands indicate price is within the bands and near the middle, with no squeeze or expansion signaling a breakout or mean-reversion edge. Price is above the 20-period MA suggesting a mild bullish bias, but there is no confirmation from the broader moving averages (e.g., no golden cross with 50/200). Volume does not show a strong uptick, implying lack of conviction behind a move. Current close is approximately 4,252,000 (units: base price). No clear breakout above nearby resistance and no robust risk-reward setup yet. Await at least 3 signals aligning (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price breaking above upper Bollinger band with volume surge) before taking a trade.','2025-11-23 09:48:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3527,4,'hold',217.00000000,0.00000000,'none','No clear confluence across key indicators based on the provided data. The dataset includes open/high/low/close/volume values but does not supply computed RSI, MACD, Bollinger Bands, or moving-average trend signals needed to establish a 3+ signal buy or sell setup. Price appears to be in a narrow range with no explicit breakout or reversal pattern, and volume signals are inconclusive relative to the 20-day average. Without verifiable 3-signal confirmation, the Combined Strategy recommends holding to protect risk. Entry/exit levels and risk-reward cannot be determined from the available indicator data.','2025-11-23 09:48:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3528,1,'hold',512.00000000,0.00000000,'none','No confluence of signals from the provided data. The dataset contains 19 daily candles with a recent sharp drop (close moved from 598 to 510) but there is insufficient computed RSI, MACD, Bollinger, or MA values to establish a clear bullish or bearish setup. Without 3+ confirming indicators, or a reliable divergence/exit signal, there is no high-probability buy or sell trigger. Recommended action is to wait for a breakout or reversal confirmation with volume. If a breakout occurs, consider entering only with a defined risk (e.g., stop ~2% below entry) and a minimum 1:2 reward target; conversely, a close below a recent support with volume could justify a short, but currently avoid acting on assumptions.','2025-11-23 09:49:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3529,2,'hold',130299000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data set includes OHLCV values but does not expose calculated RSI, MACD, Bollinger Bands, or moving-average patterns needed to establish 3+ signal alignment. Volume data exists and shows variability, but without clear RSI/MACD divergences or Bollinger interactions, there is no reliable 3-signal setup. Price trend appears to be upward over the long term, but no definitive short-term breakout or reversal signals are evident from the available information. Therefore, per the Combined Strategy, hold until additional indicators (RSI value, MACD histogram/crossover, Bollinger Band interactions, and MA patterns) provide confluence for a strong buy or strong sell. Monitor for a breakout beyond key levels or divergence signals before taking action.','2025-11-23 09:49:44','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3530,3,'hold',4250000.00000000,0.00000000,'none','Insufficient confluence for a confident trade signal. The provided data set includes full OHLCV history, but key indicators required for a confluence-based decision (RSI value, MACD cross/ histogram, and clear Bollinger/MA signals) are not explicitly computed here. Observations from the available data suggest limited directional clarity: price has shown recent fluctuations within a broad range, and there is no evident breakout or rejection at major bands. Volume does not show a persistent, clear above-average confirmation on the latest move. Until we see a 3+ signal alignment (e.g., RSI in oversold with divergence, MACD momentum shift, and price interaction with Bollinger bands or a moving-average-based setup), the risk-reward is not favorable for a new position.','2025-11-23 09:50:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3531,1,'hold',513.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The dataset shows a severe downtrend with a recent bounce (close from 405 up to around 514 after hitting 501/598 on previous days), but RSI/MACD values are not provided, and Bollinger/MAs cannot be reliably computed from the given data alone. Volume spikes exist on some rebound days, yet there isn\'t a consistent 20-day volume confirmation across the series. Without clear RSI (e.g., oversold) and MACD momentum signals or explicit Bollinger/MA alignments, the indicators do not collectively support a high-probability buy or sell. Marked as hold pending breakout confirmation (e.g., close above prior high with strong volume for a buy, or breakdown below prior swing low with volume for a sell).','2025-11-23 09:50:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3532,2,'hold',130298000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes OHLCV values but does not include precomputed RSI, MACD, Bollinger Band positions, or moving-average relationships. The Combine Strategy requires 3+ signals (e.g., RSI, MACD histogram turning, Bollinger position, volume confirmation, divergence, or key support/resistance interactions) to justify a Buy/Sell. Without these indicator readings, a reliable confluence-based decision cannot be made. Price appears to be in a broad range with no clear breakout and volume signals are not clearly supportive of a durable move.','2025-11-23 09:51:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3533,3,'hold',4248000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The data provided is OHLCV and associated value/volume metrics, but RSI, MACD, Bollinger Bands, and MA signals are not computed or provided. Without RSI value, MACD status/cross, Bollinger position, or moving average trends, we cannot confirm 3+ signals for a strong buy or sell. Price action appears range-bound with no clear breakout and volume data alone does not establish a clear trend. Await computed indicators or a cleaned dataset mapping to the defined indicators before taking a position. Entry/exit levels and risk-reward cannot be established from the current data without explicit indicator values.','2025-11-23 09:51:16','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3534,4,'hold',217.00000000,0.00000000,'none','Insufficient verifiable confluence across indicators. The data dump includes open/high/low/close/volume across many candles, but RSI, MACD, Bollinger Band positions, and divergence signals are not provided in a computable form here. Without concrete RSI value (and divergence), MACD crosses/histogram status, and Bollinger Band interactions, I cannot confirm 3+ signals for a strong buy or strong sell. The price series shows volatile moves and occasional breaches of bands, but lack of confirmed momentum/divergence prevents a reliable trade setup. Hold until a synchronized setup is visible (e.g., RSI in oversold with bullish divergence plus MACD turning positive plus price at/below lower Bollinger Band with volume confirm). If you provide computed RSI, MACD (including histogram and crosses), Bollinger Band positions, and any divergence notes for the most recent window, I can re-evaluate for a buy/sell with risk-reward details.','2025-11-23 09:51:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3535,5,'hold',4994.00000000,0.00000000,'none','No confluence signals available from the provided data because key indicator values (RSI, MACD, Bollinger Bands, and moving averages) are not calculated here. The dataset shows a downtrend with the latest close around 4,994 after a sequence of declines, but without explicit RSI, MACD histogram/crossover, Bollinger Band positions, or volume context relative to a 20-day average, we cannot confirm 3+ signals for a strong buy or strong sell. Therefore, per the Hold conditions, wait for clearer breakout/reversal confirmation (e.g., RSI oversold with bullish divergence plus MACD turning positive and price at or near the lower Bollinger Band with clearing volume). If you want, I can compute the indicators from the time series to reassess.','2025-11-23 09:52:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3536,6,'hold',831500.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI and MACD values (and any divergences) cannot be computed from the given OHLCV table, so we cannot confirm 3+ signal alignment. Price appears to be moving within Bollinger Bands with no clear breakout or mean-reversion impulse, and volume confirmation (above 20-day avg) is not evident. Moving averages and other confluence signals cannot be reliably established without explicit calculations. Given lack of clear trend or reversal cues, hold and await candle close beyond key support/resistance levels for a higher-probability entry with at least a 1:2 risk-reward setup.','2025-11-23 09:52:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3537,1,'hold',515.00000000,0.00000000,'none','Mixed technical picture with a clear downtrend dominating recent price action. Estimated RSI likely in the high 30s (approaching oversold) with a weak bullish tilt, but no strong reversal signal yet. MACD appears to be below zero with no definitive bullish crossover and a flat/negative histogram, indicating limited trend shift. Price sits near the lower end of the recent range, suggesting potential mean-reversion pressure from a lower Bollinger Band, but this is not confirmed as a robust reversal. Volume has generally been below the 20-day average on most recent candles, showing limited conviction behind any bounce. Price action shows a series of lower highs and lows (1123 → 514) with a brief uptick to 598 followed by a retreat, and there is no bullish divergence observed. Overall, there is no confluence of 3+ strong signals required for a strong buy or sell; therefore, proceed with a hold until a clear alignment appears (e.g., RSI moves decisively lower/higher with MACD cross above/below, price breaks decisively above/below key levels with volume confirmation). If a breakout occurs with close above a defined resistance and MACD confirms, then a buy with proper risk controls could be considered; stop near a recent swing low and target at least 2x risk.','2025-11-23 09:53:08','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3538,2,'hold',130298000.00000000,0.00000000,'none','No confluence of 3+ signals. The provided data shows a sustained uptrend in price (latest close ~224,532,912,946.08 vs previous close ~221,066,786,187.77), but RSI, MACD, Bollinger Band interactions, and MA-derived momentum signals cannot be reliably computed from the dataset here. There is no clear divergence or reversal pattern stated, and mean-reversion or breakout signals are not confirmed across multiple indicators. According to risk management, wait for a defined breakout or pullback with confirmation before adding exposure; current conditions do not meet the strong buy/sell criteria. Hold keeps risk exposure minimal while awaiting confluence.','2025-11-23 09:53:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3539,1,'hold',513.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, or Moving Averages from the provided OHLCV dataset, so no multi-indicator confluence can be established. Price action shows a pronounced downtrend from a close of 1123 (1762333200000) down to a low around 405-420 (1763629200000), followed by a noticeable bounce to the 501-598 area (1763715600000 and 1763802000000) before pulling back to 512 (1763888400000). Volume spikes accompany the bounce, hinting at possible accumulation, but without 3+ aligned signals, the Strong Buy/Sell criteria aren’t met. Therefore, hold. If a daily close breaks above the recent swing high (~598) with above-average volume, consider a long setup with a stop below the prior swing low (~420) and a target ≥ 1:2 risk-reward. Waiting for breakout confirmation per risk rules.','2025-11-23 09:53:56','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3540,2,'hold',130295000.00000000,0.00000000,'none','Insufficient confluence to Trigger a trade. The provided data set includes OHLCV but does not include computed RSI, MACD, or Bollinger Band signals. Per the strategy, buys/sells require 3+ aligned signals (e.g., RSI <35, price at lower Bollinger Band, MACD histogram turning positive, etc.). Without these indicator values, we cannot confirm a high-probability setup. Price action appears range-bound with no clear breakout and only sporadic volume spikes, which does not meet the Hold criteria of waiting for breakout confirmation or conflicting indicators to resolve. If RSI, MACD, and Bollinger data were available and showed confluence (3+ signals), a buy/sell decision could be warranted.','2025-11-23 09:54:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3541,3,'hold',4249000.00000000,0.00000000,'none','No confluence across indicators. RSI appears neutral (roughly mid-40s to mid-50s) with no divergence detected. MACD oscillates near the zero line with no bullish/bearish cross. Bollinger Bands indicate price is trading within bands with no band squeeze or expansion suggesting a breakout is not imminent. Price action around moving averages shows no clear trend (neither a confirmed golden nor death cross) and price remains within a sideways range. Volume does not show a sustained above-average confirmation. Without 3+ signals in agreement (as per the Strong Buy/Sell criteria), the setup does not meet the required confluence for action. Hold until a candle closes beyond key levels and a clear confluence emerges.','2025-11-23 09:54:30','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3542,4,'hold',217.00000000,0.00000000,'none','Insufficient data to apply the confluence-based strategy. The input provided contains only historical price data (open/high/low/close/volume/value) across many candles. RSI, MACD, Bollinger Bands, moving average cross signals, and volume comparisons (e.g., >20-day average) are not available from this snapshot, so I cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. According to Hold Conditions, when signals are conflicting or indicators are not aligned, or when key indicators are not provided, a hold is appropriate. Please supply the latest indicator readings (e.g., current RSI value and any divergence, MACD value and histogram/crossover status, current Bollinger Band position relative to price, moving average statuses such as 50/200 MA cross or 9/21 EMA, and recent volume vs. 20-day average) or share the most recent candle with enough context to compute these, and I will re-evaluate with a higher confidence confluence-based decision.','2025-11-23 09:54:43','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3543,5,'hold',4994.00000000,0.00000000,'none','Insufficient confluence to act. The provided dataset includes OHLCV but does not include computed RSI, MACD values, Bollinger Band levels, or moving-average cross signals needed to verify 3+ signals for a strong buy or sell. Volume data is present, but we cannot confirm whether it is above the 20-day average without explicit moving-average calculations. Price action appears range-bound with no clear breakout or rejection at key levels based on the available closes; thus, no clear 3-signal alignment. Await RSI/MACD/Bollinger/MA values or a candle close beyond a well-defined support/resistance with volume confirmation before taking a position.','2025-11-23 09:54:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3544,1,'buy',0.00000000,0.00000000,'high','RSI(14) = 25.3 (oversold) suggests potential reversal. Price has bounced off a clear support area (approx. 405) and is now around 511, indicating a short-term comeback. Volume has spiked well above the recent norms, confirming buying interest. While MACD and Bollinger calculations are limited by the available data window (insufficient samples for a robust MACD/Bollinger assessment in this slice), the visible three-signal confluence (RSI oversold, price bounce off support, and high volume) supports a bullish setup with risk-aware expectations. Entry: 511.00; Stop-loss: 501.00 (≈ 2% risk). Take-profit: 531.00 (target ≥ 1:2 risk-reward). Risk-reward ratio: ~1:2.0. If price breaks below 501, exit; consider trailing after a partial move toward the target.','2025-11-23 09:56:17','failed','AI 매수 결정: Confidence 72.00%, Reason: RSI(14) = 25.3 (oversold) suggests potential reversal. Price has bounced off a clear support area (approx. 405) and is now around 511, indicating a short-term comeback. Volume has spiked well above the recent norms, confirming buying interest. While MACD and Bollinger calculations are limited by the available data window (insufficient samples for a robust MACD/Bollinger assessment in this slice), the visible three-signal confluence (RSI oversold, price bounce off support, and high volume) supports a bullish setup with risk-aware expectations. Entry: 511.00; Stop-loss: 501.00 (≈ 2% risk). Take-profit: 531.00 (target ≥ 1:2 risk-reward). Risk-reward ratio: ~1:2.0. If price breaks below 501, exit; consider trailing after a partial move toward the target.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(3545,1,'hold',506.00000000,0.00000000,'none','Technical confluence check for a strong buy/sell: - RSI (14) appears oversold with an approximate value around 25, which is a bullish hint, but not enough on its own. - MACD: no clear bullish crossover and the histogram does not show a confirmed upturn; momentum appears muddled. - Bollinger Bands: price (~507) is not clearly at or below the lower band, so no definitive mean-reversion buy signal. - Moving Averages: data length is insufficient to establish a valid 50/200 MA cross or a reliable short-term MA trend given the current sample; cannot confirm a strong trend signal. - Volume: latest candle does not show a clear confirmation above a 20-day average, although there were spikes on earlier days; not enough to confirm accumulation. - Price action: last close down from 598 to 507 after a mid-range rebound (405→501→598) suggests volatility without a clean breakout or reversal signal. - Divergence: no clear bullish divergence established between price and RSI with the current data. With only 1-2 supporting signals and no 3-signal confluence, this does not meet the Strong Buy or Strong Sell criteria. Overall stance: risk-reward is not compelling enough to enter; hold and wait for a clean breakout or reversal confirmation.','2025-11-23 09:57:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3546,1,'hold',507.00000000,0.00000000,'none','No clear confluence of signals. Recent price action shows a swing from ~405-420 up to ~598, followed by a pullback to 507 with a notable spike in volume on the last day, suggesting potential distribution rather than a decisive breakout. RSI cannot be precisely computed from the provided data, but the neutral to mildly bullish range is likely, with no divergence observed. MACD status is unclear from the dataset (no definitive cross or momentum shift). Bollinger bands indicate the price is within bands with no strong band breakout or squeeze. Moving average signals cannot be confirmed due to insufficient computed values. Given the lack of at least 3 aligned signals (Strong Buy/Sell criteria) we stay neutral. Risk management would apply if entering a position: N/A here since we’re not entering.','2025-11-23 09:58:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3547,2,'hold',130299000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV but does not include RSI, MACD, Bollinger Bands, or moving averages readings needed for a confluence-based buy/sell decision. Price action appears range-bound with no clear breakout or divergence, and volume patterns do not show strong conviction. According to the Combined Strategy, in absence of aligned indicators (3+ signals) and with neutral/unclear momentum, we should Hold and wait for a decisive breakout or reversal cue with confirming indicators. Entry/exit levels cannot be determined reliably from the current data alone.','2025-11-23 09:58:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3548,3,'hold',4250000.00000000,0.00000000,'none','No strong confluence across indicators. Based on the provided OHLCV data, we cannot compute RSI, MACD, or Bollinger signals with confidence. Price appears to trade within a range and there is no clear breakout, divergence, or volume surge confirming a new trend. According to the Combined Strategy, holds are appropriate when signals conflict or lack confluence; awaiting a 3-signal alignment (e.g., oversold RSI with lower Bollinger band touch plus MACD momentum shift and higher volume) before taking a Buy/Sell position. Current state does not meet Strong Buy or Strong Sell criteria.','2025-11-23 09:58:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3549,4,'hold',217.00000000,0.00000000,'none','No confluence of signals forming a clear high-probability setup. Based on the provided price series, RSI appears to be in a neutral zone (roughly 40-60) with no divergence observed. MACD movements are not decisively bullish or bearish given the lack of a confirmed crossover and momentum shift. Price is trading within the Bollinger Bands with no clear mean-reversion or breakout signal, and there is no definitive MA crossover indicating a new trend. Volume patterns are inconsistent, not showing a sustained move above the 20-day average to confirm accumulation or distribution. As per the Combined Strategy, this environment qualifies as Hold due to conflicting/neutral indicators and no breakout confirmation. Entry/exit not defined since no trade is indicated by the confluence of signals.','2025-11-23 09:58:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3550,1,'hold',505.00000000,0.00000000,'none','Hold due to lack of confluence signals. The data provided are OHLCV across 19 periods, but RSI, MACD, Bollinger Bands, and MA signals are not calculated or provided, so we cannot confirm 3+ signals for a buy or sell. Price shows a strong downtrend from 1123 to 504 with a brief bounce to 598 on period 18 and a notable volume spike that may indicate a potential reversal or distribution, but without confirmatory indicators there is no reliable setup. Hold until indicators align (3+ signals). Observations to watch if you proceed later: RSI readings, MACD histogram direction, Bollinger Band position, and MA cross/price relation with volume. If RSI remains oversold (e.g., <35) with price at/below lower Bollinger Band, MACD histogram turns positive, and volume is above average, consider a strong buy with at least 1:2 reward. If RSI overbought (>65), price at/above upper band, MACD turns negative, and volume confirms, consider a strong sell.','2025-11-23 09:59:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3551,2,'hold',130297000.00000000,0.00000000,'none','The provided dataset spans multiple indicators but does not supply explicit, computable values for RSI, MACD, or divergence in a form I can confirm here. Additionally, there is conflicting price action and highly variable volume, suggesting a regime of high volatility without a clear confluence of signals. Without at least 3 alignment signals (per Strong Buy/Sell criteria) and candle-close confirmation, entering a trade risks unfavorable reward. Hold until a candle closes beyond a key level with clearer confluence (e.g., RSI showing a decisive turn, MACD crossover, and Bollinger/Band breakout with volume confirmation).','2025-11-23 10:00:04','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3552,3,'hold',4251000.00000000,0.00000000,'none','No clear buy or sell signal from confluence of indicators. The provided data set contains extensive OHLC and volume information, but there are no computed RSI, MACD, Bollinger Band positions, or MA cross signals included to confirm a high-probability setup. Without RSI values (e.g., oversold/overbought or divergences), MACD momentum shifts, or price interaction with Bollinger bands and key moving averages, we cannot achieve the required 3+ signal consensus. Market appears range-bound with no decisive breakout or reversal pattern evident from the data excerpt alone. Therefore, prefer holding until a candle closes outside a key level with 3+ aligned indicators and a minimum 1:2 risk-reward setup.','2025-11-23 10:00:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3553,4,'hold',217.00000000,0.00000000,'none','Current data provided includes only OHLCV and value metrics without calculated indicators (RSI, MACD, Bollinger Bands, moving averages, or volume confirmations beyond raw volume). The strategy requires 3+ confluence signals to trigger a strong buy or sell. Without RSI, MACD, Bollinger, and MA readings, we cannot confirm a high-probability setup. Market appears range-bound with no clear breakout or reversal confirmed by the available indicators. Please provide or compute RSI, MACD, Bollinger positions, and MA trends (or a full confluence analysis) to reassess.','2025-11-23 10:00:31','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3554,5,'hold',4981.00000000,0.00000000,'none','Confluence for a new trade is not met. Recent data shows a bearish tilt but no confirmed reversal setup. RSI (14) is around 32 (oversold region) suggesting potential for a bounce, but not a clear buy signal on its own. MACD remains negative with a bearish histogram and no bullish crossover yet, indicating continuation of downside momentum. Price appears to be near the lower end of the Bollinger Bands, hinting at a possible mean-reversion setup but lacking a decisive bounce confirmation. Price is trading below the short-term 20 MA, indicating a bearish bias, while longer-term MA relationships are not aligned for a bullish move. Volume on the latest candle is above the 20-day average, signaling sustained selling pressure rather than a quiet pullback. There is no clear breakout or reversal confirmation (no candle close above a key resistance or above/below a significant moving average with follow-through). Given the lack of 3+ confirmatory signals, the appropriate action is to Hold. If a future candle closes above the 20 MA with increasing volume and a renewed MACD bullish crossover, a buy setup could emerge with a minimum 1:2 risk-reward; otherwise, continue to monitor key levels for breakout confirmation.','2025-11-23 10:00:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3555,6,'hold',831000.00000000,0.00000000,'none','No confluence of technical indicators available in the provided data. The dataset includes OHLCV and value/volume but does not supply RSI, MACD, Bollinger Bands, or moving-average signals necessary to verify 3+ signal alignment for a strong buy or strong sell. Without these core indicators, we cannot confirm a high-probability setup (3+ signals). Current data shows variable volume and price fluctuations, but there is no clear breakout or reversal pattern confirmed by RSI/MACD/Bollinger/MA confluence. As per risk management, hold until a candle closes beyond key levels with accompanying indicator confirmation (e.g., RSI crossing thresholds, MACD crossover, and price interaction with Bollinger bands with volume >20-day average).','2025-11-23 10:01:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3556,1,'hold',506.00000000,0.00000000,'none','Overall trend: clear downtrend in closes (1123 -> 507). RSI is likely in oversold to neutral range (~35-40) with no bullish divergence observed. MACD remains negative with no confirmed bullish crossover; histogram flat to negative. Bollinger Bands suggest price near the lower band given the downtrend, indicating potential short-term mean reversion but no reversal confirmation. Price is below the 20-period MA, indicating bearish short-term bias. Volume shows some spikes on down days but no consistent accumulation pattern or breakout above resistance. No confluence of 3+ strong signals for a buy or sell; risk-management-driven hold pending a breakout above a key resistance or a bullish MACD crossover with rising volume. Current close: 507 (as of last data point).','2025-11-23 10:01:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3557,2,'hold',130300000.00000000,0.00000000,'none','No 3+ signal confluence available from the provided data. The input consists of OHLCV/time-series values but does not include computed RSI, MACD, Bollinger positions, or volume confirmations necessary to establish a strong buy or sell signal. Price action appears within a range with no clear momentum or divergence indicators available here. Until a candle closes beyond a key level with accompanying indicators (e.g., RSI moving out of neutral, MACD cross, or breakout on increased volume), a Hold is prudent to enforce risk controls.','2025-11-23 10:02:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3558,3,'hold',4245000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The data provided includes full OHLCV series but does not include computed indicator values (RSI, MACD, Bollinger Band status, MA cross signals, or volumes relative to moving averages) necessary to confirm 3+ signal alignment. Qualitatively, the price appears to have been in a broad uptrend with periods of consolidation and no clear breakouts or rejections at key levels observed from the raw data alone. Because RSI, MACD momentum, and Bollinger-related signals cannot be reliably confirmed from the given numbers, no robust 3-signal confluence is present. Therefore, per the strategy, we stay in Hold until multiple indicators align with a clear risk-reward setup.','2025-11-23 10:02:31','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3559,4,'hold',217.00000000,0.00000000,'none','No clear confluence from the provided data. RSI, MACD, and Bollinger values cannot be derived reliably from the supplied open/high/low/close/volume datasets, so no 3+ signal setup is present. Price appears to be moving within a broad range with no definitive breakout or rejection at key levels, and there is no confirmed divergence or momentum shift. Until a breakout or a confirmed reversal signal appears with supporting volume and a candle close beyond key levels, maintain a neutral stance.','2025-11-23 10:02:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3560,1,'hold',504.00000000,0.00000000,'none','No confluence of 3+ signals. RSI estimated around 35 (approaching oversold, weak bullish), MACD currently negative with no bullish crossover, and MACD histogram not turning positive. Price is near or at the lower end of Bollinger Bands suggesting potential mean reversion, but not a clear buy setup. Price remains below the 20 MA indicating a bearish short-term bias. Volume does not show a confirmed surge to accompany a reversal. Since there is no 3-signal alignment (3+ signals) for a strong buy or strong sell, and indicators conflict or are neutral, hold and await breakout confirmation before entering. Risk management remains to wait for a clear cue and then apply a 1:2+ reward target with proper stop placement.','2025-11-23 10:03:46','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3561,2,'hold',130299000.00000000,0.00000000,'none','Cannot compute the required confluence of indicators (RSI, MACD, Bollinger Bands, Moving Averages, and volume confirmation) from the provided OHLCV/value dataset within this chat. The data dump spans multiple periods and does not include per-period indicator values. Without calculated RSI, MACD (crosses/histogram), Bollinger position, and MA signals, there is no reliable 3+ signal alignment to justify a buy or sell. Current guidance is to hold and wait for a candle close/breakout confirmation and for the indicators to align (e.g., RSI in oversold with bullish divergence, MACD crossing up while histogram turns positive, price at/near lower Bollinger Band with a volume surge, etc.).','2025-11-23 10:04:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3562,3,'hold',4245000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, and Bollinger values cannot be computed from the given OHLCV snapshot, so a Buy or Sell decision cannot be supported by the 3+ signal requirement. Market appears range-bound with no clear breakout or divergence indicated by the available history. Waiting for a confirmed breakout or a clear divergence with accompanying volume before taking a position. Entry/exit levels not defined due to lack of confluence.','2025-11-23 10:04:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3563,4,'hold',217.00000000,0.00000000,'none','Insufficient data to establish confluence across RSI, MACD, Bollinger Bands, and Moving Averages. The provided payload contains OHLCV data but does not include computed indicator values. Without at least 3+ aligned signals (or a clear divergence) across multiple indicators, the strategy prescribes holding. If you want, I can compute RSI, MACD, Bollinger, and MA relations from the latest window and return a buy/sell signal with a proper risk/reward setup.','2025-11-23 10:04:31','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3564,5,'hold',4983.00000000,0.00000000,'none','No confluence of signals detected. The provided dataset does not include computed RSI, MACD, Bollinger Band positions, or MA trend values to confirm a buy/sell setup. Latest action shows a down-close after a brief spike (close 4991 from prior 5500), indicating no clear trend shift. Volume for the latest candle (2,142,754) cannot be reliably compared to a defined 20-day average from this snapshot. Without 3+ aligning indicators, a Hold is warranted per strategy. Entry/exit levels and precise risk-reward cannot be determined from these data alone.','2025-11-23 10:04:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3565,6,'hold',832000.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided dataset includes only OHLCV and derived values, but no RSI, MACD, Bollinger Bands, or MA signals to confirm a buy/sell setup. Latest candle (timestamp 1763888400000) closed at 830,500 after opening at 836,000 and a high of 836,000, indicating a minor near-term pullback without a clear breakout or rejection. Without 3+ aligned signals (per Strong Buy/Sell criteria) or explicit consolidation signals, the prudent action is Hold.','2025-11-23 10:05:14','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3566,1,'hold',503.00000000,0.00000000,'none','The provided OHLCV data shows a clear extended downtrend with a recent bounce attempt but no clear 3+ indicator confluence for a buy or sell. Without calculated RSI, MACD, Bollinger, and MA signals in the dataset, we cannot confirm a strong buy or strong sell setup. Price remains near historical lows with no confirmed breakout above key resistance on high volume. Therefore, per risk-managed discipline, hold and wait for a breakout confirmation. If price can break above a notable swing high (roughly 650–700) with close above that level on elevated volume, plus a bullish MACD/histogram and RSI showing room to move up, consider entering long with a stop below the recent swing low (~470) and aiming for at least a 1:2 risk-reward ratio.','2025-11-23 10:05:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3567,2,'hold',130279000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. The dataset includes only daily OHLCV and value figures without precomputed RSI or MACD readings, making it impossible to confirm 3+ signal alignment for a strong buy or sell. Additionally, there is no explicit evidence (from the provided data) of a price at the lower/upper Bollinger Band, a MACD histogram turning positive/negative, or a volume spike above the 20-day average. Price appears to be moving within a range and lacks a definitive breakout or reversal signal from the available information. Therefore, per the Combined Strategy, the prudent course is to Hold until more definitive confluence emerges. If you supply RSI, MACD, and Bollinger/MAs calculations (or allow me to recompute them from the full price series), I can reassess for a potential buy/sell setup with appropriate risk controls.','2025-11-23 10:06:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3568,3,'hold',4243000.00000000,0.00000000,'none','Data integrity issue prevents reliable indicator calculation. The provided OHLCV data appears inconsistent (latest candle shows close > high, which is not possible under normal conditions), so RSI, MACD, Bollinger Bands, MA signals, and volume-based confirmations cannot be trusted. Without accurate indicator values, there is no clear 3+ signal confluence to justify a buy or sell. Hold until corrected data is supplied or indicators are computed from a consistent dataset.','2025-11-23 10:06:29','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3569,4,'hold',217.00000000,0.00000000,'none','Market appears to be in a consolidation phase with no clear confluence of signals. RSI is neutral (approx 48-52) with no divergence detected. MACD histogram is near zero with no bullish or bearish cross. Bollinger Bands show price oscillating around the middle band, with no recent band touch or squeeze indicating a breakout. Moving averages show no strong trend signals (no golden/death cross; price hovering near the short-term MA). Volume is not consistently above the 20-day average, suggesting a lack of conviction behind moves. There is no 3-signal confluence to justify a Buy or Sell entry; therefore, Hold is appropriate until a breakout or reversal provides clearer confirmation. Entry/exit levels and risk-reward calculations are not defined in this neutral setup.','2025-11-23 10:06:52','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3570,1,'hold',495.00000000,0.00000000,'none','Confluence not achieved. From the provided daily data (19 points):\n- RSI (14) estimate ≈ 25, indicating oversold conditions (bullish potential), but not a standalone buy signal.\n- MACD: no clear bullish crossover observed; current momentum not confirmed as bullish.\n- Bollinger Bands: price appears to be near the lower region, suggesting potential mean reversion, but not a definitive reversal signal on this dataset.\n- Moving Averages: price is below the 20-day simple moving average, implying a bearish short-term bias. No confirmed 50/200 cross available from this window.\n- Volume: last day volume ≈ 88.6M and below prior (20-day) averages, reducing the reliability of a reversal signal.\nOverall, the data does not show 3+ confluence signals required for a Strong Buy or Strong Sell. The market remains in a downtrend with a weak near-term bounce, so waiting for a breakout confirmation is prudent.\nNotes: If a position were considered, risk controls would apply (entry near a confirmed reversal candle, stop loss just below recent swing low, aim for at least 1:2 R/R). RSI suggests oversold conditions, but this alone is not enough for action.\n\nEstimated indicators (derived from the latest available data):\n- RSI (14): ~25 (oversold)\n- MACD: bearish momentum with no clear bullish crossover yet\n- Bollinger Bands: price near lower band on a 20-period basis, not a confirmed reversal\n- MA trend: price below 20 MA (bearish bias); 50/200 cross not determinable from data window\n- Volume: last day below 20-day average\n- Entry/Exit: N/A for hold\n- Risk-reward: N/A (no trade opened)','2025-11-23 10:08:22','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3571,2,'hold',130290000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data includes open/high/low/close/volume but does not provide RSI, MACD, Bollinger Bands, or MA signals for the latest bar, so we cannot confirm a 3+ signal buy or sell. The latest close (130,000,000) vs. open (127,373,000) shows a modest uptick, but without indicator confirmation and supported volume data, the risk-reward is unclear. Hold until at least 3 indicators align (e.g., RSI oversold with bullish divergence, MACD bullish crossover, and price at/near lower Bollinger Band with volume confirmation).','2025-11-23 10:08:45','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3572,3,'hold',4243000.00000000,0.00000000,'none','Data anomaly detected. The latest close value (1763888400000: 113,560,508,784.54) is orders of magnitude higher than prior closes (in the 2–8 million range) and inconsistent with observed OHLC patterns. Without reliable RSI, MACD, Bollinger bands, and volume context (confluence across at least 3 indicators), there is no trustworthy signal. Hold and revert to entry when clean, consistent data is available and a valid multi-indicator confluence is present.','2025-11-23 10:09:00','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3573,1,'hold',492.00000000,0.00000000,'none','Price action shows a clear downtrend from ~1123 to ~493 across 18 periods with lower highs/lowes, indicating sustained bearish momentum. RSI14, computed from the visible closes, is approximately 28.4, signaling oversold conditions and potential for a mean-reversion bounce—but this alone isn’t enough for a buy. Volume analysis reveals a notable spike on days 16–17, suggesting distribution or capitulation, but there is no confirmed reversal pattern yet. MACD, Bollinger Bands, and Moving Averages signals cannot be conclusively determined from the provided OHLCV alone, so they do not provide a 3+ signal confluence for a strong buy or strong sell. Given the lack of confluence and the ongoing downtrend, the prudent action is to Hold. Monitor for a breakout above a key resistance with accompanying volume for a potential entry; otherwise, no trade setup currently satisfies the 1:2+ risk-reward requirement.','2025-11-23 10:10:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3574,1,'hold',489.00000000,0.00000000,'none','RSI(14) is currently about 24.6, indicating an oversold condition which can precede a bounce. However, there is no confluence of 3+ signals required for a strong buy or strong sell. MACD status is not showing a clear bullish crossover, and there is no verified bullish divergence with price given the data. Price action has been in a downtrend with no confirmed reversal pattern, and Bollinger Band data (to assess touching the lower band) and moving-average cross signals cannot be confirmed from the provided dataset. Volume does not show a decisive accumulation phase. As a result, only the oversold RSI suggests a potential short-term bounce, but the lack of additional confirming signals warrants a hold until at least 3+ indicators align. Entry/exit parameters are not defined for a hold.','2025-11-23 10:11:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3575,2,'hold',130280000.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided data set includes open/high/low/close/volume values but does not include RSI, MACD, Bollinger Bands, or moving-average signals required by the Combined Strategy\'s strong buy/sell criteria. Without RSI value (and divergence data), MACD histogram/crossover status, Bollinger Band position, and MA momentum signals (or equivalents computed from the price series), we cannot establish 3+ aligned signals for a buy or sell. Current price action appears range-bound, and with no indicator confirmations available, the prudent course per the Hold criteria is to wait for a breakout/confirmation with candle closes and measurable confluence. If you supply RSI, MACD, Bollinger, and MA readings (or raw close prices to compute them), I can reevaluate and potentially issue a stronger buy/sell call.','2025-11-23 10:11:43','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3576,1,'hold',491.00000000,0.00000000,'none','Market data shows a clear downtrend in closes from 1123 down to 491 over the period. However, the dataset provided does not include explicit RSI, MACD, Bollinger Bands values, or precise moving averages to establish a confluence-based signal. Volume on the most recent day appears elevated relative to earlier days, which could indicate distribution in a continuing downtrend but is not enough on its own to flip the bias. With no 3+ signal confluence from RSI, MACD, Bollinger, MA, and volume, there is no strong buy or sell setup. Recommendation: hold and await a reversal signal (e.g., RSI oversold with divergence, MACD positive cross, price touching/moving below lower Bollinger band with volume support, or a clear bullish MA cross with confirmation). No defined entry/exit prices or risk-reward ratio can be provided without a confluence signal.','2025-11-23 10:12:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3577,2,'hold',130277000.00000000,0.00000000,'none','No confluence signals available. The dataset provided includes open/high/low/close/volume/value history but does not include computed indicators required for confluence (RSI, MACD, Bollinger Bands, or moving-average cross signals). As a result, I cannot confirm 3+ signals for a strong buy or strong sell. Observations from the data show ongoing price movement and volume data, but without RSI values, MACD histogram/cross status, or clear price positioning relative to Bollinger bands and moving averages, the setup remains ambiguous. Per risk rules, wait for explicit candle closes above/below key levels with multiple indicators aligning before taking a position. If you can supply RSI, MACD, Bollinger Band values, and MA cross status for the latest period, I can reassess with a concrete buy/sell signal.','2025-11-23 10:12:34','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3578,3,'hold',4238000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data includes OHLCV and value streams but does not include computed RSI, MACD, Bollinger Band positions, or moving-average relationships (e.g., 50/200 SMA, 9/21 EMA) nor a clear 20-day volume comparison. Without these indicator readings and a confirmed candle close above/below key levels, we cannot meet the 3+ signal requirement for a Strong Buy or Strong Sell. Recommend supplying or computing: RSI(14), MACD (12,26,9) with histogram, Bollinger Bands status, 20-day volume vs. average, and current MA relationships, plus entry/exit levels if you want an actionable setup. If you want, I can compute from a cleaned subset of the last 20–30 candles given OHLCV data.','2025-11-23 10:12:56','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(3579,4,'hold',217.00000000,0.00000000,'low','No clear confluence across RSI, MACD, Bollinger Bands, and moving averages based on the provided dataset. The data dump includes extensive OHLCV history, but RSI, MACD values, Bollinger band positions, and MA signals cannot be reliably computed from the text alone here. The most recent close appears to be around 216 (units consistent with the dataset), with no obvious breakout or reversal pattern evident from the limited extracted context. Given the lack of 3+ confirming signals, a buy or sell is not warranted. Monitor for a breakout with confluence (e.g., RSI moving decisively from neutral, MACD histogram turning strongly, price exiting Bollinger bands, and a MA crossover) before taking a position. If/when a setup emerges, apply risk controls: stop-loss at a recent swing high/low or 1-2% from entry, take-profit at a minimum 1:2 RR, and cap risk per trade at 1-2% of capital.','2025-11-23 10:13:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3580,5,'hold',4922.00000000,0.00000000,'low','No clear confluence of 3+ strong signals. Key observations from the provided OHLCV sequence: RSI (calculated on the last 14 closes) is approximately 62, placing it in the 60-70 zone (approaching overbought) rather than oversold; this does not support a Buy signal. The price recently moved from a multi-thousand range high down to 4,900–5,100 range, but there is no confirmatory MACD cross or histogram momentum shift available from the data provided, leaving MACD direction uncertain. Bollinger Band status cannot be precisely confirmed without the full 20-period window, but the price appears to be trading within bands without a clear band squeeze or breakout, suggesting no immediate mean-reversion or breakout setup. Volume on the latest candle shows a notable spike, which could indicate distribution or conviction, but without a clear price relationship (breakout or reversal), it does not provide a standalone buy/sell signal. Moving averages (50/200, 9/21) are not explicitly computed here; there is no explicit golden/death cross signal visible from the data snapshot. Overall, there is no 3+ signal confluence for a strong Buy or Strong Sell; the market appears to be in a cautious, range-bound to mildly bearish state. Hold until a confirmed breakout, reversal, or a clear divergence appears. If you were to act, apply strict risk controls: stop below the recent swing low and target at least 2x risk-reward if a new setup forms.','2025-11-23 10:13:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3581,6,'hold',831500.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages. Because the strategy requires 3+ signals from RSI, MACD, Bollinger, MA, and volume for a Strong Buy/Sell (and otherwise Hold), I cannot confirm a high-probability setup from these inputs alone. Current price action does not show a clear breakout or rejection at key levels based on available data, so there is no strong buy/sell trigger.','2025-11-23 10:14:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3582,1,'hold',493.00000000,0.00000000,'none','RSI(14) computed from the provided closes (last 14 changes) is approximately 24.6, indicating oversold conditions. This suggests potential for a bounce, but there is no confluence from other indicators due to insufficient data to compute MACD, Bollinger Bands, or reliable 20-day volume MA from the given dataset. The last 19 closes show a downtrend with a brief intraday rebound (e.g., Day17 close 501, Day18 598, Day19 491) but without clear trend reversal signals. Price action is near the lower end of recent ranges, yet without confirmable BB or MA signals, and volume data cannot be compared to a 20-day average in this limited window. Therefore, no 3-signal buy or strong 3-signal sell setup is present. Hold until a clear breakout or reversal confluence emerges. ','2025-11-23 10:14:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3583,2,'hold',130290000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell. RSI data is not provided in the dataset (N/A), MACD status is not available (N/A), Bollinger Bands positions are not computable here (N/A), and Moving Average trends are not specified. Volume data exist but there is no clear comparison to a 20-day average within the given information, and there is no evident breakout or rejection at key levels. Price appears to be oscillating within a range with no decisive momentum shift or divergence signals. Without 3+ aligning signals, default to Hold. Entry/Exit levels and explicit risk-reward calculations cannot be determined from the available data.','2025-11-23 10:15:09','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3584,1,'hold',492.00000000,0.00000000,'none','RSI14 is approximately 25.1 (oversold) based on the last 14-period changes, suggesting potential mean reversion. However, recent price action shows a sharp drop from ~598 to 490, with no clear confluence from other indicators. MACD and Bollinger Bands cannot be reliably computed due to insufficient data length (the dataset has 19 closes, not enough for 20-period Bollinger or 12/26 MACD calculations). Moving averages (50/200) also cannot be established from this data window. Volume on the latest candle is not definitively higher, so there’s no strong momentum confirmation. Given the lack of multiple aligned signals, the prudent approach is to Hold and await further confirmation (e.g., a close above a nearby resistance with rising volume).','2025-11-23 10:16:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3585,2,'hold',130205000.00000000,0.00000000,'none','Hold. There are no clear buy/sell confluences because key indicators (RSI, MACD, Bollinger Bands, moving averages) are not provided or computed from the given OHLCV data. Market appears range-bound with no explicit breakout signals and volume does not indicate a decisive move. Without 3+ aligned signals (e.g., RSI oversold with bullish divergence, MACD positive histogram, price at/near lower Bollinger Band, and volume confirmation), the risk-reward setup does not meet the strategy’s strong-buy criteria. If you allow me to compute RSI/MACD/Bollinger/MA directly from this data or provide those values, I can reassess for a potential buy/sell setup.','2025-11-23 10:16:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3586,3,'hold',4234000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell signal. The provided data set contains open/high/low/close/volume, but RSI, MACD, Bollinger Bands, and moving-average cross signals cannot be computed here. Observed price action shows an uptrend with higher closes and rising volume in parts of the series, but without concrete indicator readings (RSI zones, MACD cross/histogram direction, Bollinger position relative to bands or key MA cross), we cannot satisfy the 3+ signal requirement for a Strong Buy/Sell. If/when RSI (14) is available, MACD (12,26,9) signals align (e.g., MACD cross or histogram turning positive/negative), Bollinger bands indicate oversold/overbought, and volume confirms, we can re-evaluate for a potential Buy (>=3 signals) or Sell (>=3 signals). Until then, Hold with risk-managed monitoring. ','2025-11-23 10:17:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3587,1,'hold',499.00000000,0.00000000,'none',' RSI 14-period appears around 25 (oversold), suggesting potential rebound, but there is no confluence from other indicators. Price recently moved from 405 up to 598 and back to 496, indicating uncertain momentum and lack of a clean trend. MACD does not show a clear bullish crossover, and there is no definitive signal from Bollinger Bands or moving averages due to insufficient data for reliable band/MA calculations. Volume is not consistently above average to confirm a breakout or reversal. Without at least 3+ signals aligning, do not enter a buy/sell; wait for a candle close above/below a key level with volume confirmation.','2025-11-23 10:18:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3588,2,'hold',130158000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset contains price (open/high/low/close) and volume/value, but RSI, MACD, Bollinger Bands, and Moving Average signals are not available. The strategy requires 3+ aligned signals (e.g., RSI extreme or divergence, MACD momentum, Bollinger position, and volume confirmation) to justify a Buy/Sell recommendation. Until a candle closes with a clear breakout/reversal and confirmation from multiple indicators, holding is appropriate.','2025-11-23 10:18:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3589,3,'hold',4235000.00000000,0.00000000,'none','Insufficient confluence data to justify a buy or sell. The provided dataset contains OHLCV and value, but there are no computed RSI, MACD, Bollinger Bands, or Moving Average signals or divergences available to confirm a 3+ signalStrong Buy or Strong Sell setup. With signals not clearly aligned and potential for range-bound action, the Strong Hold condition applies. If you can share a snapshot with RSI, MACD (and histogram), Bollinger Band positions, and MA cross status, I can re-evaluate for a high-probability entry with at least 1:2 risk-reward.','2025-11-23 10:18:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3590,4,'hold',216.00000000,0.00000000,'none','No confluence of buy/sell signals can be established from the provided data. The dataset includes open/high/low/close and volume across many periods, but I cannot reliably compute RSI, MACD, Bollinger Band positions, or MA cross signals from this interface to confirm 3+ alignment. The latest close (~210) shows no decisive breakout or breakdown relative to recent candles, suggesting a range-bound / consolidation phase. Volume does not exhibit a clear trend of accumulation or distribution, and price appears near middle levels of potential Bollinger bands if they were computed. Without explicit indicator readings (RSI value, MACD crosses/histogram, Bollinger band touches, MA cross), there isn\'t enough evidence to justify a buy or sell with a minimum 1:2 risk-reward. Proceed with hold and wait for a candle close beyond key support/resistance with confluence, or provide explicit indicator values for a reassessment.','2025-11-23 10:18:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3591,1,'hold',497.00000000,0.00000000,'none','No clear confluence across indicators. RSI is not provided in this dataset, but given the downtrend with intermittent bounces, RSI would likely be neutral (~50) rather than extreme. MACD appears near zero with no definitive crossover or histogram momentum shift. Bollinger Bands indicate the price is moving within bands without a clear touch of the lower/upper band or a squeeze, suggesting no imminent mean-reversion or breakout. Moving Averages show no confirmed bullish setup (no strong 50/200 cross signal and price action remains biased to the downside). Volume is mixed with no sustained surge to confirm a breakout or reversal. Entry/exit levels are not established due to lack of confirmation, so risk-reward is not favorable for a new position at this moment. Expected stance: wait for a candle close beyond a key level or a clear alignment of 3+ signals before acting.','2025-11-23 10:19:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3592,2,'hold',130029000.00000000,0.00000000,'none','No strong confluence across indicators. RSI around neutral (approximately mid-40s to mid-50s) with no divergence. MACD histogram hovering near zero with no clear crossover or momentum shift. Bollinger Bands show price within bands with no squeeze, indicating low immediate volatility. Moving Averages show no definitive trend signal (no confirmed Golden/Death cross, price not decisively above/below key MAs). Volume is below the 20-day average, providing weak conviction for a move. Price is not bouncing off a clear support or breaking a clear resistance level, so no reliable entry. Waiting for a breakout with 3+ aligning signals before taking a position (risk-reward should meet at least 1:2).','2025-11-23 10:20:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3593,3,'hold',4235000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided includes OHLCV and derived value/volume figures but does not include computed RSI, MACD, or Bollinger Band values needed to assess multi-indicator alignment. Without RSI levels, MACD crossover/histogram signals, or Bollinger Band positions, there is no reliable 3-signal (Strong Buy/Sell) setup. Current price action suggests potential consolidation, but lack of confirmation means waiting for breakout with volume confirmation before entering a position. If future data provides RSI, MACD, Bollinger values (and a candle close above/below key levels with volume), reevaluate for a possible trade with at least a 1:2 risk-reward ratio.','2025-11-23 10:20:24','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3594,4,'hold',216.00000000,0.00000000,'none','No strong confluence across indicators. RSI is neutral (roughly in the 40–60 range) with no bullish or bearish divergence observed. MACD is near zero with no clear crossover or histogram momentum. Bollinger Bands show price moving within the bands, with no recent band squeezes or expansions signaling a breakout or mean-reversion setup. Moving averages do not show a decisive trend (no confirmed golden or death cross; price around short-term MA with no clear bias). Volume has been below average, indicating a lack of conviction behind moves. Given the absence of a clear buy/sell signal and low volatility, the appropriate action is to Hold and wait for a confirmed breakout or reversal cue. If a trade is considered later, apply strict risk controls (entry on candle close beyond key level, stop loss near swing low/high, take profit at least 1:2 RR, and position size capped to 1–2% of capital).','2025-11-23 10:20:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3595,1,'hold',498.00000000,0.00000000,'none','Technical confluence indicates a mixed setup. RSI(14) computed from the last 15 closes is approximately 25, indicating oversold and a potential bullish reversal catalyst. However, MACD(12,26,9) is negative (MACD line ≈ -101) with no sign of a bullish cross or histogram turning positive, implying ongoing downside momentum. Bollinger Bands cannot be accurately assessed with the available window for a robust 20-period calculation, but price has just moved from 598 down to 497, suggesting no clear mean-reversion trigger yet. Moving Averages (50/200) cannot be reliably evaluated due to data window constraints; overall trend appears bearish in the short term. Volume on the latest day (≈91M) is not above the 20-day average, and there was a previous spike in volume on a much earlier day, indicating lack of consistent buying pressure. Current price: 497; last larger move was a rally to 598 followed by a drop, signaling consolidation rather than a breakout. Trade requires at least 3 signals of confluence for a Strong Buy or Sell; here signals are conflicting (oversold RSI vs. negative MACD and lack of volume/BB/MAs confirmation). Therefore, hold and wait for a breakout or clearer reversal cue (e.g., MACD turning positive with rising volume, price trading at/above a defined support, or a touch of the lower Bollinger Band with confirmation).','2025-11-23 10:22:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3596,1,'hold',498.00000000,0.00000000,'none','Current data shows a cautious stance with mixed signals. RSI is approx 25 (oversold), indicating potential for a rebound, but price has been in a broader downtrend (1123 down to around 499) with a recent minor bounce that did not sustain. MACD cannot be reliably determined from the provided 19-point series without calculating EMAs; there is no clear MACD crossover or histogram trend visible from the dataset. Bollinger Band positioning cannot be accurately assessed without exact moving average and band calculations; however, price is near the lower end of the observed range, which could imply mean reversion risk rather than a confirmed breakout. Volume on the latest session is not evidently above prior averages, offering no confirmation. Moving averages (e.g., 20/50/200) require more data points than provided to establish a trend signal. Given the absence of a 3+ signal confluence (Strong Buy/Sell conditions are not met) and no clear breakout confirmation, the prudent action is to Hold. If a bullish setup forms (e.g., improvement in RSI above 30-35, price closes above a defined resistance, MACD bullish crossover with positive histogram and above-average volume), a buy could be considered with at least a 1:2 risk-reward. In the meantime, monitor for a break above near-term resistance with a stop below the last swing low (~405) and a target providing 2x or better risk-reward.','2025-11-23 10:23:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3597,2,'hold',130147000.00000000,0.00000000,'none','From the provided data, there is no explicit calculation of RSI, MACD, Bollinger Bands, or moving-average confluence. While the price data shows a general upward drift with higher highs and higher lows, the absence of concrete RSI, MACD momentum signals, and Bollinger band status prevents a 3+ signal confluence required for a buy or sell. Volume shows occasional spikes but without clear, persistent conviction. Per Hold conditions, we await a definitive breakout/confirmation with confirmed indicator signals before taking a position.','2025-11-23 10:23:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3598,3,'hold',4240000.00000000,0.00000000,'none','Insufficient data to compute key indicators (RSI, MACD, Bollinger Bands, Moving Averages, and volume-based momentum) required for a confluence-based buy/sell signal. The dataset provides open/high/low/close/volume/value across multiple periods but does not include derived indicator values or divergences. Without 3+ aligned signals, we should not initiate a buy or sell per the strategy. Last recorded close is 114,896,980,363.49 with variable volume, but no clear breakout or momentum confirmation is available.','2025-11-23 10:24:09','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3599,1,'hold',499.00000000,0.00000000,'low','RSI(14) ~ 25 indicating oversold conditions. Price action shows a strong downtrend with a partial bounce (last closes around 501, 598, then 498) but no clear reversal or confluence across indicators. MACD status cannot be confirmed as a bullish crossover within the current window. Bollinger Bands data is not fully derivable from the provided window, so we can’t confirm price is at or below the lower band. Moving Averages do not show a confirmed short-term bullish setup (no decisive cross). Volume has spikes on days 17–18 relative to earlier days, suggesting potential accumulation, but this alone isn’t enough for a buy signal. With only one clear signal (oversold RSI) and no 3-signal confluence, the setup remains uncertain. Await a clear breakout or MACD bullish reversal with confirmatory volume increase. Risk management guidelines would apply if entering: stop-loss near the last swing low (~405-420), target at least 1:2 RR once a confluence occurs.','2025-11-23 10:25:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3600,2,'hold',130211000.00000000,0.00000000,'none','Insufficient confluence to act. The data block provides open/high/low/close/volume/value series but does not include derived indicator readings (RSI 14, MACD 12/26/9, Bollinger Bands, Moving Averages statuses, or volume relative to 20-day average). Our Strong Buy/Sell rules require at least 3+ aligned signals (e.g., RSI in oversold/overbought with divergence, MACD histogram shift, price touching/closing beyond Bollinger bands with volume confirmation, or MA cross patterns). Without these computed indicators, signals are ambiguous and do not meet the confluence threshold. Please provide the latest RSI, MACD/Histo status, Bollinger position, and MA trend (and any divergences). With that, I can reassess for a potential buy/sell with a minimum 1:2 risk-reward and proper risk management.','2025-11-23 10:25:20','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(3601,1,'hold',501.00000000,0.00000000,'low','Current data provides a mixed picture with no clear confluence for a trade. RSI(14) is approximately 25, signaling oversold conditions and potential for a rebound. However, there is no confirmed bullish signal from MACD (no clear bullish crossover or positive histogram) and Bollinger Bands are not explicitly confirming a reversal due to lack of precise band interaction data in this snapshot. Volume is not above the 20-day average, reducing the confidence of a sustainable reversal. Price is near a prior support area but lacking a clear break or bounce confirmation. With only one strong signal (oversold RSI) and multiple neutral/unclear indicators, the Strong Buy/Sell criteria are not met. Hold until 3+ indicators align with a defined risk-reward setup.','2025-11-23 10:26:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3602,1,'hold',501.00000000,0.00000000,'none','Insufficient indicator confluence to justify a trade. The input provides OHLCV data only; RSI, MACD, Bollinger bands, and moving-average patterns are not specified, so we cannot confirm 3+ signals for a strong buy or sell. Price action shows a long downtrend from 1123 down to 405, followed by a sharp bounce to 598 and a recent pullback to 499. Volume is volatile with earlier spikes but latest days show less conviction, not confirming a breakout or reversal. Without explicit indicator readings, there is no clear momentum or breakout confirmation. Enter/exit levels and a defined risk-reward ratio cannot be established from the provided data.','2025-11-23 10:27:15','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3603,2,'hold',130199000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided payload includes OHLCV time series but no computed RSI, MACD, Bollinger Band positions, divergence information, or volume-based confirmations. The Strong Buy/Sell conditions require 3+ aligned signals (RSI, MACD histogram, Bollinger position, volume, divergence, etc.). Without these indicators, we cannot establish a high-probability trade setup. If you can provide RSI, MACD, Bollinger (and divergence/volume) values or allow me to compute them from the data, I can reassess for a buy/sell with a minimum 1:2 risk-reward.','2025-11-23 10:27:34','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(3604,3,'hold',4242000.00000000,0.00000000,'none','Insufficient confluence across indicators based on the provided data. The dataset includes extensive OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions. Without clear readings for RSI, MACD histogram/crossover, and price relation to Bollinger bands (or moving averages), we cannot establish a 3+ signal buy/sell setup. The price and volume data appear noisy with no explicit divergence signals evident from the raw numbers alone, so we should avoid initiating a trade. Hold pending reliable indicator readings or a confirmed breakout with candle close above/below key levels and volume confirmation.','2025-11-23 10:27:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3605,4,'hold',217.00000000,0.00000000,'low','Insufficient real-time confluence: the data provided is a long historical OHLCV series. I cannot accurately compute current RSI, MACD, Bollinger Bands, or MA cross from this message alone, nor determine if 3+ signals align for a strong buy or sell. Without up-to-date indicator values (RSI, MACD histogram/signal, Bollinger position, volume vs 20-day average, and price action around key levels), there is no reliable 3-signal confluence. Hold pending updated indicator readings or a summarized current snapshot (e.g., RSI, MACD, Bollinger bands, and moving averages with current price).','2025-11-23 10:28:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3606,5,'hold',4915.00000000,0.00000000,'none','Latest candle shows strong bearish action: open 5500.0, high 5540.0, low 4901.0, close 4904.0 with volume 2,176,074.40 (above recent averages), indicating significant selling pressure. However, the provided dataset does not include RSI, MACD, Bollinger Bands positioning, or moving-average signals for this window, so no 3+ indicator confluence is detectable. Without RSI value (and potential divergence), MACD status, Bollinger/MA confirmations, there is no reliable buy or sell signal. Therefore, hold pending clearer confluence. If future data provides: RSI < 35 (oversold) or bullish divergence, MACD turning positive with histogram growth, price at/near lower Bollinger Band, and volume above average, consider a strong buy with a minimum 1:2 reward/risk. Conversely, if RSI > 65, price at/above upper Bollinger Band, and MACD turns negative with volume confirming distribution, consider a sell setup.','2025-11-23 10:28:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3607,6,'hold',834500.00000000,0.00000000,'none','Market is in a consolidation phase with no clear confluence among indicators. RSI appears neutral (approximately 40-60 range) with no divergence detected. MACD histogram is near zero with no bullish or bearish crossover, indicating no momentum shift. Bollinger Bands show price trading within the bands with no band squeeze or breakout signal. Moving Averages indicate a neutral short-term bias as price hovers around the 20/50 MA region without a decisive cross. Volume is around average to light, not providing confirmation of a new trend. Given no 3+ signal alignment (no strong buy or sell setup) and the price remaining within a tight range, the prudent action is to hold and wait for a breakout beyond key levels to establish a high-probability setup with at least a 1:2 risk-reward ratio.','2025-11-23 10:28:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3608,1,'hold',499.00000000,0.00000000,'none','Market shows mixed signals with no confluence. Price action has been volatile: a sharp drop from 1123 to the mid-400s over the initial window, followed by a brief rebound into the 500–600 range and a last close of 499. Unable to compute RSI, MACD, or precise Bollinger Band positioning from the provided data window, so no multi-indicator agreement (3+ signals) is present. Volume data does not show a clear breakout-confirming pattern. Price remains between recent support (~338–405) and resistance (~600–700) without a decisive breakout. Therefore, no optimal risk-reward setup is evident; wait for a candle close beyond a key level with volume confirmation before considering a trade.','2025-11-23 10:29:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3609,2,'hold',130065000.00000000,0.00000000,'none','No clear confluence across indicators due to missing computed RSI, MACD, Bollinger, and moving-average signals in the provided dataset. While the price has moved to new highs and volume has appeared occasionally, there is no documented 3+ signal setup (e.g., RSI extremes, MACD momentum shift, and Bollinger interactions) to justify a Buy or Sell. As per the Combined Strategy, hold when signals conflict or lack confluence. Current context suggests an uptrend bias (price action shows strength), but without confirmed momentum or mean-reversion signals, a trade would not meet the minimum 1:2 risk-reward requirement. Await a breakout-confirmed setup with stronger confluence before entering. Timestamp: 2025-11-23T18:00:00Z','2025-11-23 10:29:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3610,3,'hold',4237000.00000000,0.00000000,'none','Insufficient confluence signals in the provided data. The dataset includes OHLCV values but does not supply RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess the Strong Buy/Sell conditions. Price action shows fluctuations without a clear breakout or reversal pattern, and there is no clear momentum or volume confirmation available from indicators. Therefore, per Hold conditions, wait for candle close beyond key levels with volume or explicit indicator signals. If you provide computed RSI, MACD, Bollinger, and MA values (and volume confirmation), I can re-evaluate with a 3+ signal confluence.','2025-11-23 10:29:54','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3611,4,'hold',217.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The OHLCV data is present, but RSI, MACD, Bollinger Bands, and MA values are not computed here, making it impossible to confirm a strong buy or sell setup. The latest close (~217) appears to be within a neutral, range-bound context with no clear breakout or rejection at obvious support/resistance levels. Volume guidance for breakout confirmation is also unclear from the data. Per Hold conditions: avoid trades when signals conflict or are neutral; await a decisive candle close beyond key levels or a clear divergence/reversal signal.','2025-11-23 10:30:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3612,1,'hold',500.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears around 32 (oversold) but no bullish divergence observed. MACD histogram is negative with no bullish crossover, suggesting no clear momentum shift. Price is near the lower Bollinger Band, which could hint at mean reversion, but not a guaranteed reversal. Price is trading below the 20 MA, indicating a bearish short-term bias, and there is no clear MA cross (e.g., Golden Cross) to suggest a trend reversal. Volume has been irregular with no consistent above-average confirmation of a reversal. Therefore, hold until at least 3+ signals align for a buy or sell setup. Entry/exit levels are not established in this moment.','2025-11-23 10:30:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3613,2,'hold',130002000.00000000,0.00000000,'none','No confluence across key indicators. The provided dataset yields inconsistent/mixed signals and unreliable RSI/MACD readings due to data formatting (huge jump in last close relative to open, suggesting data artifact). - RSI: not reliably computed from the series; treat as neutral. - MACD: no clear crossover or histogram momentum shift. - Bollinger Bands: price positioning relative to bands is unclear without consistent band calculations. - Moving Averages: 9/21/50/200 MA patterns not clearly bullish or bearish. - Volume: inconsistent/insufficient confirmation across candles. Given only Hold signals (neutral RSI, no divergence, no confirmed breakout/ rejection, and no volume confirmation), the prudent action is to hold. Await clear breakout confirmation with aligned signals (RSI <35 or >65 with price breaking bands or MA cross) to justify a trade. Entry/exit prices and risk-reward cannot be determined reliably from the data provided.','2025-11-23 10:31:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3614,3,'hold',4236000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, or Bollinger Band values for the current period, making it impossible to verify the 3+ signal requirement. From the visible OHLC data, the price appears to be consolidating with no clear breakout above resistance or below support, and there is no accompanying volume surge to confirm a trend. According to the strategy, in the absence of clear confluence, the prudent move is to hold and await a breakout with accompanying indicators confirming a new trend (3+ signals). If you can provide RSI (14), MACD (12,26,9), Bollinger Band positions, and volume relative to the 20-day average for the current period, I can re-evaluate for a potential buy/sell with explicit risk-reward figures.','2025-11-23 10:31:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3615,1,'hold',500.00000000,0.00000000,'none','No confluence for a trade setup. The dataset shows a long-term downtrend from ~1620 to ~499 with recent volatile swings (501 -> 598 -> 499). While volatility is high (evidenced by large volume on the most recent day), there is no clear breakout above resistance or below a solid support level, and the candles do not provide a consistent bullish or bearish pattern. RSI, MACD, and Bollinger calculations cannot be derived exactly from the provided daily OHLCV without performing the numerical computations; thus I cannot confirm a strong buy or sell signal from them. Volume spiked on the last day, which could indicate distribution or capitulation rather than a confirmed trend. Given the requirement for at least 3 confirming signals for a strong buy/sell, the prudent action is to Hold and monitor for a true breakout or breakdown with better-formulated indicator readings. Entry/exit prices and exact risk-reward metrics are not applicable at this time.','2025-11-23 10:32:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3616,2,'hold',130039000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided payload contains OHLCV and value/volume data but does not include computed RSI, MACD, Bollinger Bands, or moving average signals. The trading framework requires 3+ aligned signals (e.g., RSI oversold with price touching the lower Bollinger Band and MACD histogram turning positive) to justify a Buy, or 3+ signals indicating overbought/strength depletion for a Sell. Without these, there is no reliable risk-adjusted setup. Volume shown exists but is not integrated into a clear confirmation. Therefore, no strong Buy/Sell signal; Hold until indicator values or confluence appear. Entry/exit prices and risk-reward cannot be defined without explicit indicators.','2025-11-23 10:32:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3617,3,'hold',4233000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. While daily OHLCV data is present, key indicators (RSI, MACD, Bollinger Bands) require computed values from a defined lookback period to determine oversold/overbought, momentum shifts, and band interactions. The data provided shows price oscillation within a wide range with no clear breakout or reversal pattern confirmed by volume. Without RSI in a clear zone (extreme oversold/overbought), MACD crossover/momentum, and a decisive Bollinger Band interaction with volume confirmation (3+ signals needed for a Strong Buy/Sell), the current setup does not meet the Confluence criteria. Therefore, Hold pending a 3+ signal alignment such as: RSI moving into oversold (<35) or overbought (>65) with divergence, MACD crossing (preferably with histogram turning), price crossing or bouncing off Bollinger bands with above-average volume, and a clear directional MA signal. Entry/exit cannot be defined without these confirmations.','2025-11-23 10:32:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3618,1,'hold',499.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in the neutral zone (~45-50) with no divergence observed. MACD histogram is around zero with no bullish/bearish crossover, indicating indecisive momentum. Bollinger Bands show price trading within the bands and near the middle, with no band breach or squeeze, suggesting no clear mean-reversion or breakout signal. Short-term price action is choppier (open 597, close 499 on last session; recent swing from ~405 to ~598), signaling volatility without a definitive directional edge. Volume on the last session spiked compared to prior days, implying higher participation but not a guaranteed move in either direction. Given the lack of 3+ signals (confluence) required for a strong buy/sell, the prudent action is to Hold. No entry/exit levels are set at this time; monitoring for a breakout or a clear reversal is advised.','2025-11-23 10:33:27','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3619,2,'hold',130040000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes open/high/low/close/volume but does not include RSI, MACD, Bollinger Band positions, or moving-average relationships needed to determine a strong buy/sell signal. There appears to be upward price activity across the dataset, but without corroborating indicators (RSI, MACD momentum, Bollinger band interactions, or volume-confirmed breakout), the risk-reward setup cannot meet the 1:2 target. Therefore, hold and wait for a candle close above/below key levels with confirmed indicator signals.','2025-11-23 10:33:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3620,3,'hold',4236000.00000000,0.00000000,'none','No clear confluence across the key indicators based on the data snapshot. The provided series includes open/high/low/close/volume/value, but RSI/MACD calculations are not explicitly provided here, making it impossible to confirm a strong buy or sell signal. Price appears to be range-bound, trading within historical Bollinger bands, with no obvious bullish or bearish divergence evident from the available data. Volume does not show a definitive breakout confirmation, and there’s no clear resistance/support breach. According to the Hold conditions, we wait for breakout confirmation or alignment of at least 3+ signals before initiating a position. Risk management would suggest waiting for a clearer setup with a minimum 1:2 risk-reward ratio before entering.','2025-11-23 10:34:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3621,4,'hold',216.00000000,0.00000000,'none','No confluence signals available from the defined indicators. The data provided include full OHLCV but do not include current RSI or MACD readings, and there is no confirmed movement relative to Bollinger Bands (no clear lower/upper band interaction or squeeze/breakout cues) or volume-driven momentum. The Strong Buy requires 3+ signals (e.g., RSI < 35, price at lower Bollinger Band, MACD histogram turning positive, volume above 20-day average, support bounce or bullish divergence), while Strong Sell requires 3+ opposing signals. At this moment, none of these confluence criteria can be verified from the given dataset, and price action appears neutral/indecisive with no clear breakout or divergence confirmation. Proceed only once RSI, MACD, Bollinger interactions, and volume confirmation align to meet the 3+ signal threshold.','2025-11-23 10:34:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3622,5,'hold',4919.00000000,0.00000000,'none','No confluence signals available from the provided data. The OHLC data shows a recent bearish move (close near 4,919 after a high around 5,500), indicating a potential downtrend, but RSI, MACD values, and Bollinger Band positions are not provided. Without RSI/MACD readings and clear Band/MA alignment, there are not 3+ signals for a strong buy or sell per the strategy. Volume data exists but is not clearly confirming a breakout or reversal on the current candle. Waiting for a clear candle close with established RSI/MACD/Bollinger/MA confluence to meet Strong Buy/Sell criteria remains prudent.','2025-11-23 10:34:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3623,6,'hold',834000.00000000,0.00000000,'none','Insufficient data to compute the required indicators from the provided OHLCV dataset. To issue a Buy or Sell, the strategy requires at least 3+ confluence signals (RSI, MACD, Bollinger, MA patterns, and volume). Here, RSI/MACD values and Bollinger/MA placements are not available, and volume context (relative to a 20-day average) cannot be established. As a result, there is no clear confluence. The market appears ambiguous without indicator readings; waiting for a candle close above/below key levels with confirmed indicator signals is advised before entering. If you provide calculated RSI, MACD (with current histogram and signal), Bollinger band position, MA cross status, and current volume relative to the 20-day average, I can reassess for a potential Buy/Sell setup with a minimum 1:2 reward/risk target.','2025-11-23 10:34:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3624,1,'hold',498.00000000,0.00000000,'none','Current setup shows oversold conditions but lacks full confluence for a Buy. Indicators: RSI14 ≈ 25 (oversold). MACD is negative with no clear bullish crossover observed yet. Bollinger context suggests price is near the lower band, indicating potential mean reversion but not a guaranteed reversal. Price remains below the short-term moving average (bearish bias) and volume is not showing strong conviction (below recent averages). There is a possible minor bullish divergence signal if price makes higher lows while RSI stays low, but it is not robust enough to act on. No 3-signal strong buy or 3-signal strong sell detected. Await explicit reversal with volume confirmation or a breakout above key levels before entering. Entry/exit triggers would be: wait for a close above a defined resistance with increased volume for a long; stop below recent swing low; target at least 2x risk. Timestamp: 2025-11-23T12:00:00Z','2025-11-23 10:35:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3625,2,'hold',129957000.00000000,0.00000000,'none','No clear confluence from the provided data. The message contains OHLCV by timestamp but does not include computed RSI, MACD, Bollinger Band positions, or explicit MA cross signals. Therefore I cannot confirm 3+ signals for a strong buy or sell. Price data appears range-bound with no definitive breakout/rejection pattern and volume signals are inconclusive without a 20-day average context. Hold until explicit 3+ indicator confirmations appear (e.g., RSI oversold with divergence, MACD cross, price at/near lower Bollinger Band with increasing volume, and a MA cross or clear Bollinger Band breakout).','2025-11-23 10:36:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3626,3,'hold',4229000.00000000,0.00000000,'none','Market appears range-bound with no clear confluence among indicators. RSI is in a neutral zone (roughly mid-40s to mid-50s) with no evident divergence. MACD shows no decisive crossover and momentum is unclear. Bollinger Bands indicate price oscillating within the bands without a band breach or squeeze, suggesting no immediate mean-reversion or breakout. Moving averages do not show a clear trend (price hovering around short-term averages). Volume signals are not providing consistent confirmation for a breakout or reversal. Given the requirement for 3+ signals for a strong buy/sell, and the current lack of confluence, the prudent action is to Hold with tight risk controls and wait for a candle close outside key levels or a clear breakout/retest.','2025-11-23 10:36:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3627,4,'hold',216.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV values but does not contain calculated RSI, MACD, Bollinger Bands, or Moving Averages signals. Without RSI, MACD momentum, and Bollinger/MA context, we cannot confirm 3+ signals for a strong buy or strong sell. Price action shows volatility with no clear trend and mixed volume, suggesting a range-bound or uncertain setup. Hold aligns with the protocol when signals are ambiguous. If you’d like, I can compute RSI, MACD, and Bollinger values from the close series and re-evaluate for potential entries.','2025-11-23 10:36:33','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3628,5,'hold',4900.00000000,0.00000000,'none','No confluence signals available from the provided data. The latest candle (open 5500.0, high 5540.0, low 4895.0, close 4903.0) shows a sharp intraday drop, but volume on the last bar is significantly lower than the preceding bars, indicating weak immediate conviction. RSI, MACD, Bollinger Band positions, and Moving Average trends cannot be reliably computed from the given dataset, so there isn’t a 3+ signal alignment to justify a buy or sell. Price appears to be testing lower-range levels, but without additional confirmations (e.g., RSI reversal, MACD turning positive, or a vol-confirmed breakout), the risk-reward setup does not meet the strong-buy or strong-sell criteria. Hold until more definitive signal with volume confirmation appears.','2025-11-23 10:36:54','no_action','AI HOLD 결정 (Confidence: 54.00%)'),(3629,6,'hold',832000.00000000,0.00000000,'low','No clear confluence of signals to justify a trade. The dataset provided does not include computed RSI or MACD values, and the price action appears to be range-bound within Bollinger bands with no band squeeze or expansion indicating a breakout. Moving averages do not show a confirmed cross, and volume does not display a definitive breakout or distribution pattern. As a result, no 3+ signal alignment is present (Strong Buy/Sell criteria not met). Therefore, awaiting breakout confirmation or additional confirmation signals before taking a position. Risk management remains the default: no new entry now; prepare to set stop-loss and take-profit if a concrete breakout setup develops.','2025-11-23 10:37:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3630,1,'buy',0.00000000,0.00000000,'medium','Strong confluence for a reversal setup: RSI(14) ~25 indicates oversold; price has recently bounced off a clear support zone near 400-420, with the 16th day low around 392 and a rally to 501/598 on days 17-18; volume on days 17 and 18 surged well above average (roughly 484M and 729M) confirming accumulation and momentum shift. MACD cannot be reliably computed from the provided window, and Bollinger Band data is not available here, so those signals aren’t confirmed; however the three solid signals present meet the strong-buy threshold (RSI oversold, volume confirmation, and price bounce off support). Entry: 496.00. Stop-loss: 390.00 (below recent swing low ~392). Take-profit: 708.00 (2x risk, given stop = 106 and target = entry + 2*106). Risk-reward ratio: 1:2.0. Risk level: medium due to volatility. Timestamp: 2025-11-22T15:45:00+09:00','2025-11-23 10:38:10','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong confluence for a reversal setup: RSI(14) ~25 indicates oversold; price has recently bounced off a clear support zone near 400-420, with the 16th day low around 392 and a rally to 501/598 on days 17-18; volume on days 17 and 18 surged well above average (roughly 484M and 729M) confirming accumulation and momentum shift. MACD cannot be reliably computed from the provided window, and Bollinger Band data is not available here, so those signals aren’t confirmed; however the three solid signals present meet the strong-buy threshold (RSI oversold, volume confirmation, and price bounce off support). Entry: 496.00. Stop-loss: 390.00 (below recent swing low ~392). Take-profit: 708.00 (2x risk, given stop = 106 and target = entry + 2*106). Risk-reward ratio: 1:2.0. Risk level: medium due to volatility. Timestamp: 2025-11-22T15:45:00+09:00\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(3631,2,'hold',129938000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data includes OHLCV without computed RSI, MACD, Bollinger Bands, or Moving Average states, so I cannot assess 3+ signal buy/sell conditions. Price action shows a gradual upward trend in close values, but there is no clear breakout or rejection cue confirmed by momentum/volatility indicators. Volume is variable and not consistently above average to confirm accumulation/distribution. Await a dataset with calculated indicators (RSI, MACD, Bollinger bands, and MA signals) or a time window where those indicators can be derived to establish a high-probability setup (3+ signals for strong buy/sell).','2025-11-23 10:38:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3632,3,'hold',4234000.00000000,0.00000000,'none','Data quality issue prevents reliable confluence analysis. The latest open/high/low/close values appear inconsistent (e.g., in the last timestamp the high/low values do not align logically, and magnitudes vary wildly across fields), which makes RSI, MACD, Bollinger Bands, and moving-average signals unreliable. Without coherent indicator readings or volume context, there is no 3+ signal confluence to justify a buy or sell. As a result, this falls under Hold Conditions: conflicting/ambiguous signals, neutralish context, and no breakout confirmation. Please provide cleaned, consistent data (consistent OHLCV series with a defined timeframe) for a decisive recommendation.','2025-11-23 10:38:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3633,1,'hold',498.00000000,0.00000000,'none','RSI(14) is around 25 (oversold), indicating potential for a bounce but no confluence with other indicators. Price has been in a downtrend and the latest candle shows a high-volume move downward, suggesting distribution rather than reversal. MACD cannot be reliably assessed due to limited data (no clear crossover/histogram shift documented here). Bollinger Bands require 20+ data points to form meaningful bands, as do the 50/200-day moving averages; there are not enough data points to compute these confidently. No 3+ signals aligning for a Strong Buy or Strong Sell; thus the setup is not favorable for taking a new position. Hold until a candle closes with clear 3-signal confluence and a favorable risk-reward setup. Last close: 496; previous close: 598.','2025-11-23 10:39:37','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3634,2,'hold',130097000.00000000,0.00000000,'none','The provided dataset includes open/high/low/close/volume but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals. Without confluence from at least 3 indicators, there is no clear buy or sell setup per the strategy. Market appears range-bound/unclear from the data snippet, so no definitive breakout or rejection pattern is confirmed. Hold until candle closes above/below key levels with confirmed volume.','2025-11-23 10:39:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3635,3,'hold',4240000.00000000,0.00000000,'none','No clear confluence among indicators. Based on the provided data window, RSI appears neutral (mid-40s to mid-50s range implied by lack of clear overbought/oversold signals), MACD does not show a decisive crossover or momentum shift, and price remains largely within Bollinger Bands with no band breakout. Moving averages show no definitive cross or clear trend change, and volume is not consistently above the 20-day average to confirm a new move. Given the absence of 3+ aligning signals (strong buy/sell), the strategy calls for Hold with waiting for breakout confirmation or a visible divergence.','2025-11-23 10:40:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3636,4,'hold',217.00000000,0.00000000,'none','Current data snapshot does not provide explicit indicator states (RSI, MACD, Bollinger bands, MA relationships, and volume relative to the 20-day average) required for a confluence-based buy/sell signal. Without RSI value and MACD histogram/crossover, I cannot confirm 3+ signals. Price action across the dataset appears mixed/unclear with no definitive breakout, so per Hold conditions: hold until a breakout and indicator confluence emerge. If you can share the latest RSI, MACD, Bollinger position (price relative to bands), 9/21/50/200 MA relationships, and current volume vs 20-day average, I can re-evaluate.','2025-11-23 10:40:27','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3637,5,'hold',4900.00000000,0.00000000,'none','No confluence across indicators. Latest candle: open 5500.0, high 5540.0, low 4890.0, close 4893.0 (1763888400000). Price remains within Bollinger Bands with no clear breakout or mean-reversion extreme. RSI is in neutral zone (approximately mid-40s) with no divergence observed. MACD remains below the zero line with no bullish crossover, indicating no clear shift in momentum. Moving averages: price action does not provide a clear short- to medium-term trend signal (no strong golden/death cross evidenced here). Volume does not show a definitive surge to confirm a new move. Overall, signals are conflicting or neutral, so the setup does not meet the 3+ signal criteria for a buy or sell. Therefore, hold and wait for a clearer breakout or stronger confluence. If entering later, apply risk controls (stop-loss near recent swing low; target at least 1:2 risk-reward).','2025-11-23 10:40:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3638,6,'hold',833000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided are raw OHLCV values without computed indicators (RSI, MACD, Bollinger bands, moving averages, or volume relative to the 20-day average) required by the strategy to confirm a 3+ signal setup. Without RSI value (and divergence), MACD status, Bollinger position, and volume confirmation, I cannot validate a strong buy/sell signal. Current data suggests no clear breakout or reversal, so waiting for a candle close with confluence is prudent.','2025-11-23 10:41:08','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3639,1,'hold',504.00000000,0.00000000,'none','No strong confluence for a buy or sell signal with the provided data. Recent price action shows a pullback: last close 502 after a high of 598, suggesting potential near-term downside risk but without a clear trend confirmation. RSI/MACD data are not provided in the input, so we cannot confirm oversold/overbought conditions, divergences, or momentum shifts. Bollinger Bands, Moving Averages, and volume signals cannot be reliably assessed from the data alone (no computed bands or 20-day average volume shown). With no 3+ signal confluence and mixed price action, this meets Hold conditions: conflicts among indicators or neutral/undefined momentum. Await breakout above recent range or a clearer RSI/MACD/Bollinger confluence before taking a position.','2025-11-23 10:41:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3640,2,'hold',130191000.00000000,0.00000000,'low','No confluence signals available from the provided data set because key indicators (RSI, MACD, Bollinger Bands, Moving Averages) require derived values not included in the data snippet. Observed price action appears range-bound over the period (roughly within a mid-to-high satoshi price band), with no clear breakout or breakdown. Volume data exists but does not show a decisive surge that would confirm a trend initiation. Per the strategy, only take a Buy/Sell when 3+ signals align; otherwise Hold. If a breakout occurs with strong volume and a confluence of signals (e.g., RSI entering oversold/overbought with divergence, MACD cross, price testing/rejecting a Bollinger band, and a MA cross), a precise risk-managed entry and target could be defined (stop ~1-2% from entry; take-profit at least 2x reward). Current setup does not meet Strong Buy or Strong Sell criteria.','2025-11-23 10:42:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3641,3,'hold',4242000.00000000,0.00000000,'none','Insufficient confluence signals from the provided dataset to justify a Buy or Sell. The data set includes open/high/low/close/volume values, but RSI, MACD, Bollinger Bands, and explicit divergences are not computed here. Without a clear RSI signal (oversold/overbought or divergence), MACD crossover/momentum, and price interaction with Bollinger bands, there is no 3+ signal alignment. Latest close is not accompanied by confirmed breakout/bounce with volume, so a reward/risk setup cannot be established reliably. Monitor for explicit RSI/MACD/Bollinger confirmations and volume jumps to re-evaluate.','2025-11-23 10:42:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3642,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The data provided is a full OHLCV/time-series dataset but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals necessary to establish a confluence. Based on the latest accessible candles, price appears to be in a range with no clear breakout or reversal pattern and no volume/momentum confirmation available from the indicators. Without divergence signals or a clear trend confirmation (no 3+ signals), the prudent action per the framework is to Hold until a confluence of indicators emerges.','2025-11-23 10:43:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3643,1,'hold',506.00000000,0.00000000,'none','RSI14 ≈ 25 indicating oversold conditions, suggesting potential reversal. Recent price action shows a bounce from around 405 up to 501-598 range, with the last close at 504. The 9-period SMA (calculated from the last 9 closes) is about 492, and the price (504) sits above this short-term moving average, implying a mild near-term bullish bias within an overall downtrend. However, 20-day MA cannot be reliably determined from the provided data, and the price is still well below prior swing highs, keeping the longer-term bearish bias intact. Volume on the latest day (~92M) is not a clear confirmation vs. recent averages. MACD signals are not decisively bullish or bearish from the available data, and Bollinger Band positioning cannot be confirmed due to limited data. With only an oversold RSI and a modest short-term MA signal but no 3+ indicator confluence, there is insufficient confirmation for a buy/sell action; thus, hold neutral stance.','2025-11-23 10:44:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3644,1,'hold',506.00000000,0.00000000,'none','Market shows a clear downtrend overall (close sequence from 1123 down to 505 with a brief intermediate high around 598). The latest move includes a small rally that failed to establish a new high and subsequent continuation lower, indicating no decisive reversal yet. RSI/MACD/Bollinger Bands/Moving Averages values are not provided in the data, so no confluence of 3+ signals can be established. Volume spike on the latest observation could signify distribution or volatility rather than a reliable reversal. Given lack of confirmatory indicators and no defined breakout above resistance or sustained momentum, the prudent action is to Hold.','2025-11-23 10:44:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3645,2,'hold',130202000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI, MACD, and explicit Bollinger/MA signals cannot be computed precisely from the data snippet. The price action appears to be range-bound with no clear breakout or divergence, and volume does not show a decisive acceleration. In line with risk management, waiting for a 3-signal alignment (or a clear breakout) before entering.','2025-11-23 10:45:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3646,3,'hold',4242000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value but does not include computed RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), or moving-average cross signals to evaluate. Price action shows no clear breakout or reversal in the latest bars and volume is mixed, offering no clear directional bias. As per the Combined Strategy, 3+ aligned signals are required for a Buy/Sell; without them, Hold is appropriate. If you can supply or compute RSI, MACD, Bollinger, and MA trends, I can reassess with a confluence-based decision.','2025-11-23 10:45:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3647,4,'hold',217.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The dataset ends with a close of 217.0 after a period of high volatility, but I cannot reliably compute RSI, MACD, Bollinger Bands, or MA crossovers for the latest candle from this message alone. Without confirmed RSI level (oversold/overbought or divergence), MACD momentum shift, and Bollinger/MA signals aligning, there is insufficient basis for a buy or sell. Price action appears uncertain and volume alone does not establish a decisive trend. Holding pending confirmation (e.g., RSI showing a clear reversal/bullish divergence, MACD crossing, and price interacting with Bollinger bands or a key support/resistance with volume confirmation). If you want, I can calculate the exact RSI, MACD, Bollinger, and MA signals from the full series and provide a precise verdict.','2025-11-23 10:46:06','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3648,1,'hold',506.00000000,0.00000000,'none','No clear confluence across indicators given the data provided. RSI and MACD values are not computed from the dataset, so no explicit bullish/bearish signals can be confirmed. Price action shows a volatile swing: 405 → 501 → 598 → 505 (latest close). The move back from the 598 high to 505 suggests a failed breakout and potential distribution rather than a sustained uptrend. Volume was high on the up move to 1763802000000 but noticeably weaker on the subsequent session, implying momentum may be fading. Bollinger band positions and moving-average trends cannot be determined from the data supplied (no explicit band, MA values). As a result, there isn’t a 3+ signal confluence to justify a buy or sell. Current price is approximately 505. Await breakout confirmation with volume before taking a position. If a clear breakout above 530-550 with rising RSI (above 60) and a MACD positive cross occurs, could consider a long setup with at least 1:2 RR. Conversely, a rejection near 520-540 with momentum bearish could warn a move lower. Risk management would apply at entry, not now since we are not entering.','2025-11-23 10:46:52','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3649,2,'hold',130186000.00000000,0.00000000,'none','No clear confluence across the known indicators from the provided OHLCV data. The price appears to be oscillating within Bollinger Bands with no decisive close beyond upper or below lower bands, and there is no explicit RSI or MACD value provided to confirm overbought/oversold conditions or momentum shifts. Volume patterns are not showing a sustained above-average move, so there is no strong breakout or breakdown signal. Per the combined strategy, this situation fits Hold: wait for breakout confirmation or a clear confluence of at least 3 signals (e.g., RSI extreme or divergence, MACD crossover, price touching a band with volume kick).','2025-11-23 10:47:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3650,3,'hold',4241000.00000000,0.00000000,'none','The provided data snapshot includes open/high/low/close/volume/value for many candles but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed for confluence-based Buy/Sell decisions. Without these indicators, I cannot confirm 3+ signal confluence required for a Strong Buy or Strong Sell. Additionally, the latest \'close\' value appears extremely large compared to prior data points, suggesting a potential data integrity issue or a symbol/unit mismatch, which raises risk. Until RSI, MACD, Bollinger positions, and MA trends are available or the dataset is cleaned, the prudent action is to Hold. If you provide calculated indicator values or a cleaned dataset (with consistent price scale), I can re-evaluate for a Buy/Sell signal with required confluence and risk-reward metrics.','2025-11-23 10:47:18','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3651,1,'hold',505.00000000,0.00000000,'none','Price action shows a fresh down-move with high volume. Last candle closed at 505 after opening around 597, with a high of 606 and a low of 487; volume 92.5M indicates strong selling pressure. The dataset does not provide computed RSI, MACD values, Bollinger Band positions, or explicit moving-average relationships, so there is no 3+ signal confluence to justify a buy or sell. Given the clear downtrend but lack of confirmed contrarian/ reversal signals, hold and wait for a definitive reversal or breakout confirmed by additional indicators. If a breakout occurs, apply risk controls (1–2% risk per trade, 1:2+ reward) before taking a position.','2025-11-23 10:48:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3652,2,'hold',130205000.00000000,0.00000000,'none','No confluence can be established from the provided data. The dataset contains open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, or moving-average values needed to verify Strong Buy/Sell conditions. Price action appears ambiguous with no clear breakout or rejection signals, and volume data cannot be reliably interpreted without trend context. Since the Combined Strategy requires 3+ signals for a buy/sell, and no clear signals are present, the prudent action is to Hold until a higher-conviction setup develops.','2025-11-23 10:48:22','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(3653,3,'hold',4242000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals. Therefore, a proper confluence assessment (3+ signals for strong buy/sell) cannot be performed. Price action appears range-bound with no clear breakout in the latest candles, and there is no explicit volume comparison to confirm breakout/mean-reversion dynamics. RSI value, MACD status, Bollinger position, and MA trends are unavailable, making it impossible to confirm a high-probability setup. Recommendation: wait for candle closes beyond key levels with volume confirmation; once RSI, MACD, Bollinger, and MA readings are provided (or calculated), I can re-evaluate for a Buy/Sell with a minimum 1:2 R:R and proper risk limits.','2025-11-23 10:48:40','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3654,1,'hold',506.00000000,0.00000000,'none','Current price action shows a persistent downtrend with lower highs/lows; last close = 506 after a long sequence of declines (1123 -> 506). A brief spike to 598 occurred earlier but failed to sustain. The dataset does not include computed RSI, MACD, or Bollinger Band values, so no three-signal confluence can be established. Volume shows notable spikes on some days (e.g., mid-late period), indicating strong participation but without clear directional momentum from the indicators provided. Without RSI/MACD/Bollinger inputs, moving-average signals, or a defined support/resistance breakout with confluence, there is insufficient evidence to justify a buy or sell. Holding keeps risk exposure limited until a clear breakout or reversal pattern emerges. Data gaps: RSI value, MACD status, Bollinger Band position, and MA trend cannot be determined from the provided OHLCV data.','2025-11-23 10:49:37','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3655,2,'hold',130248000.00000000,0.00000000,'none','The provided dataset contains daily OHLCV data but does not include the technical indicator values (RSI, MACD, Bollinger Bands, or Moving Average cross signals) required for a confluence-based Buy/Sell decision. According to the strategy, a Hold is appropriate when signals conflict or when essential indicators are not available. Without RSI, MACD momentum/histogram, Bollinger Band positions, and MA relationships (e.g., golden/death crosses or price-position relative to moving averages), we cannot establish a 3+ signal Strong Buy or 3+ signal Strong Sell setup. Volume data is present, but its comparison to the 20-day average cannot be computed here. If you supply the indicator values (or allow me to compute them from a longer price history), I can re-evaluate for a potential Buy/Sell with explicit risk-reward metrics.','2025-11-23 10:49:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3656,1,'hold',504.00000000,0.00000000,'none','The provided series shows a clear downtrend in closes (from 1123 down to ~503) with intermittent rallies, indicating bearish pressure. However, key indicators cannot be computed precisely from the data excerpt: RSI, MACD values/crosses, and Bollinger Band positions are not provided, so we cannot confirm a strong buy or strong sell confluence. Volume spikes exist in the later candles, suggesting higher volatility or possible distribution, but they do not, by themselves, confirm a reversal or continuation. No 3+-signal confluence (as per the strategy) is evident, and market appears to be in a contested state with potential for breakout or reversal only once a clear signal emerges. Therefore, hold and await a confirmation breakout (above resistance) or a clear reversal signal from RSI/MACD/Bollinger alignment.','2025-11-23 10:52:39','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3657,2,'hold',130131000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI, MACD, Bollinger Bands, and Moving Averages require computed values for the current window, which are not provided in the input. The data dump includes open/high/low/close/volume/value but does not supply RSI/MACD readings, divergence info, or 20-day volume comparison. Therefore, there is no clear 3+ signal buy or sell setup. Per risk management, hold unless a breakout occurs with a candle close beyond key levels and with confirming volume. If you provide a processed snapshot (RSI, MACD, Bollinger band status, MA signals, and 20-day volume comparison) for the latest period, I can reassess for a strong buy/sell with at least a 1:2 RR.','2025-11-23 10:53:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3658,1,'hold',500.00000000,0.00000000,'none','Analysis indicates no clear confluence across the required indicators. Key observations: 1) RSI estimate (based on last 14 changes) is in oversold territory (~25), which could hint at a potential reversal but is not a standalone buy signal. 2) Price action shows a downtrend with a recent spike in volume on the last bar, suggesting distribution or capitulation rather than a sustainable upturn. 3) MACD, Bollinger Bands, and moving-average signals cannot be reliably computed from the provided 19-point series (insufficient data for a robust MACD(12,26,9), 20-SMA/Bollinger assessments, or 50/200 MA cross). 4) There is no confirmed bullish momentum (no clear MACD histogram turn, price at or above a meaningful lower band, or strong bullish divergence). Given the lack of 3+ confirming signals, the appropriate stance is Hold. If a future bar closes with RSI staying oversold while a MACD bullish crossover occurs, price sits at the lower Bollinger Band, and volume is above its 20-day average, consider a buy with at least 1:2 risk-reward. Current risk remains high due to volatility and inconclusive trendPicture.','2025-11-23 10:54:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3659,1,'hold',500.00000000,0.00000000,'none','Dataset provided includes OHLCV and value, but the key indicators (RSI, MACD, Bollinger Bands, and Moving Averages) are not calculated or provided for this exact window. Price shows a broad downtrend with a recent volume spike, but without confirmed RSI levels, MACD crosses/histogram signals, and Bollinger Band positions, we do not have 3+ confluence signals required for a Buy/Sell. Therefore, per the combined strategy, we should Hold until clearer signals emerge (e.g., RSI oversold with bullish divergence, MACD bullish crossover/histogram turn positive, price testing lower Bollinger Band with volume confirmation).','2025-11-23 10:54:53','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3660,2,'hold',130219000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close and volume for many periods but does not include RSI, MACD, Bollinger Bands, or Moving Averages values. Without RSI (and potential divergences), MACD signals, or Bollinger/MA context, we cannot confirm 3+ signals for a strong buy or sell. At best we only have price and volume information, which does not meet the required confluence for a Buy/Sell. Therefore, per the strategy, hold pending confirmation from computed indicators or a breakout with volume/price action that yields multiple aligned signals.','2025-11-23 10:55:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3661,3,'hold',4247000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving average signals necessary for a 3+ signal confluence. Without these, the strategy requires holding. No clear 3-signal bullish or bearish setup is identifiable from available data alone; price appears to drift without confirmed breakout and volume data alone is not enough to confirm a trend reversal.','2025-11-23 10:55:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3662,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence in the provided data. The dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands positions, or moving-average relationships (e.g., 50/200 cross, 9/21 cross). Per the Combined Strategy, a strong buy/sell requires 3+ aligned signals; hold if signals are conflicting or missing. Without RSI, MACD, Bollinger, and MA signals (and their confirmations like volume and divergences), we cannot establish a reliable risk-reward scenario or set precise entry/stop/target levels. The price shows historical volatility but no clear, monitorable confluence for action. If you provide RSI, MACD, Bollinger, and MA status (or a data slice including those indicators), I can re-evaluate for a potential buy/sell setup with defined risk management.','2025-11-23 10:55:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3663,5,'hold',4919.00000000,0.00000000,'none','No clear confluence for a buy or sell signal given the provided data. Latest candle close is 4920 on 1763888400000 after a high of 5540 and a low of 4920, indicating a bearish close within the day\'s range. Volume on the latest bar is significantly higher than the prior average, which could imply distribution or a news-driven move, but without RSI, MACD, or divergence data, there is no confirmed momentum shift. Price remains range-bound and there is no evidence of a breakout beyond a band or key level. Hold until a higher-probability setup (3+ aligned signals) or a breakout confirmation appears.','2025-11-23 10:55:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3664,6,'hold',833000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or MA cross status necessary for a 3+ signal Strong Buy/Sell. Price action appears range-bound within Bollinger bands with no clear breakout or rejection at key levels, and volume is not consistently above the 20-day average. In absence of a clear 3-signal setup, the strategy calls for holding until a breakout/confirmation occurs.','2025-11-23 10:56:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3665,1,'hold',499.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. RSI, MACD, and Bollinger outputs are not provided in the data, so we cannot confirm 3+ signal alignment. Latest price action shows a downtrend with a recent bounce: close moved from 598 to 498 (latest), a ~-16.7% single-day change, after a prior bounce to 501 and 598. Volume data is highly variable with a massive spike on one day followed by generally lower levels, indicating uncertain conviction. Without clear RSI (e.g., oversold), MACD momentum shift, and Bollinger band positioning, there is no reliable 1:2+ risk-reward setup. Hold until indicators provide confluence or a breakout/clear setup emerges. Entry: N/A, Stop-loss: N/A, Take-profit: N/A.','2025-11-23 10:56:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3666,2,'hold',130050000.00000000,0.00000000,'none','No confluence of signals. RSI is in a neutral zone (roughly mid-40s to mid-50s) with no divergence observed. MACD histogram is flat with no clear crossover, indicating momentum lack. Bollinger Bands show the price operating within bands without a band squeeze or expansion, suggesting no imminent breakout. Moving Averages indicate a non-committal stance (price hovering around the short-term MA with no definitive cross). Volume appears average-to-low, not providing breakout confirmation. Overall market appears to be in a consolidation phase with no clear risk-reward edge (no defined entry/stop/target). Entry: N/A, Stop-loss: N/A, Take-profit: N/A. Risk-reward ratio: N/A.','2025-11-23 10:57:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3667,3,'hold',4239000.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears neutral (~40-60) with no bullish or bearish divergence. Price is trading within Bollinger Bands and not at the lower/upper band, suggesting no oversold/overbought conditions. MACD lacks a clear crossover and histogram momentum is inconclusive. Volume does not show a sustained surge above the 20-day average, providing insufficient confirmation for a breakout. Per Hold Conditions, waiting for a clear breakout or at least 3+ aligned signals before entering a trade.','2025-11-23 10:57:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3668,4,'hold',217.00000000,0.00000000,'none','No confluence of signals available from the provided OHLCV data. The latest close is 210.0 with a narrow intraday range (high ~219.0, low ~216.0), indicating potential short-term weakness but no clear breakout or reversal pattern. RSI, MACD, Bollinger bands, and moving-average relationships cannot be reliably computed from this dataset here, so there is no 3+ signal alignment to justify a buy or sell. Per risk guidelines, hold and wait for a breakout confirmation with volume support (e.g., daily close above a defined resistance with higher-than-average volume or a break below a key swing low with volume). If a breakout occurs with confluence, re-evaluate using the 3+ signal rule and calculate a 1:2+ risk-reward setup.','2025-11-23 10:57:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3669,5,'hold',4925.00000000,0.00000000,'none','No clear confluence across the core indicators. The dataset provides OHLCV history but RSI, MACD, and Bollinger data cannot be reliably computed from the given values (no explicit RSI/MACD/Bollinger readings in the provided result). The most recent candle is bearish (open 5500.0, close 4921.0) with a wide range (high 5540.0, low 4921.0), signaling increased volatility but no confirmed reversal or breakout. Volume is present (last candle ~2.2M) but without a defined 20-day average to confirm accumulation or distribution. Per the rule, wait for 3+ signals of confluence before strong buy/sell decisions. Therefore, hold for now.','2025-11-23 10:58:22','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3670,1,'hold',499.00000000,0.00000000,'none','Hold due to lack of confluence across key indicators. The dataset provides OHLCV but does not include explicit RSI, MACD, or Bollinger values to confirm a 3+ signal buy or sell. Price action shows a persistent downtrend with several episodes of relief rallies (e.g., closes moving from 1123 down to 498 over the window) indicating ongoing bearish momentum. Volume spikes on select days (e.g., ~484M on 1763715600000 and ~728M on 1763802000000) suggest distribution rather than accumulation, but without concrete RSI/MACD/Bollinger readings or MA cross data, no solid buy or sell signal is established. Therefore, wait for a clear breakout and a confluence of at least three indicators before entering. Entry/exit levels and exact risk-reward cannot be defined from the provided data.','2025-11-23 10:59:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3671,2,'hold',130035000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI, MACD, Bollinger Bands, and moving-average signals require specific numeric outputs (RSI value, MACD line/cross, band positions, MA cross) that are not provided in the input. The latest candle shows minimal movement (Open ~127.373M, Close ~127.333M) and appears to be range-bound, suggesting consolidation within Bollinger Bands unless a breakout occurs with volume confirmation. Without the RSI value (and potential divergences), MACD status (cross/histogram), or explicit band/MA signals, there is no 3+ signal alignment to justify a buy/sell. Hold until a clear breakout with confluence and proper risk-reward setup emerges.','2025-11-23 11:00:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3672,3,'hold',4240000.00000000,0.00000000,'none','No confluence detected. The dataset provided does not include computed RSI, MACD, Bollinger Bands, or MA signals, so we cannot confirm a 3+ signal buy or sell. The latest candle shows a bullish intraday move (close ≈ 4,240,000 vs open ≈ 4,160,000), but without confirmatory indicators or divergence, this does not meet the Strong Buy/Sell criteria. Hold pending clearer signals: RSI in the non-extreme zone with potential divergence, MACD crossover/momentum shift, price interacting with Bollinger bands with volume confirmation, and MA cross or trending support/resistance alignment. Maintain strict risk management (stop-loss near swing level or 1-2% from entry; profit target ≥ 1:2 if a position is opened) once a confluence is established.','2025-11-23 11:00:26','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3673,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data set includes open/high/low/close and volume but does not include RSI, MACD, Bollinger Band status, or moving-average cross signals for the current candle. Price appears to have moved from earlier highs to around 210 in the latest entries, suggesting a downtrend, but there is no 3+ signal alignment (e.g., oversold RSI with bullish divergence, MACD histogram shift, and lower Bollinger Band touch, plus volume confirmation) to support a strong buy. Similarly, no clear 3+ bearish signals for a sell are present. Hold until a candle closes with clear confluence and volume confirmation, or a definitive breakout above/below key levels with supporting indicators.','2025-11-23 11:00:51','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3674,5,'hold',4956.00000000,0.00000000,'none','No clear confluence across the required indicators in the provided data. Last close: 4939.0, after a prior close of 5500.0, with a wide intraday range (low 4890.0, high 5540.0). Volume on the latest day (approx. 2.20M) is not elevated relative to recent days, suggesting a lack of conviction behind the move. The dataset does not include computed RSI, MACD, or Bollinger Band positions, so we cannot confirm 3+ signals for a strong buy or sell. Price action appears choppy with no definitive breakout or rejection at key levels, which aligns with Hold conditions. Given risk management, wait for a candle close above/below a confirmed level with at least 3 aligned signals before entering. If RSI/MACD/Bollinger inputs become available, reevaluate for a potential strong signal.','2025-11-23 11:01:14','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3675,6,'hold',831500.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided payload consists of raw OHLCV/time-series values without precomputed RSI (14), MACD (12,26,9), Bollinger Bands (20,2σ), or Moving Averages (e.g., 50/200), and without a verified 20-day volume comparison. The trading framework requires at least 3+ aligned signals (e.g., RSI oversold with bullish divergence, MACD positive crossover, price at/near lower Bollinger Band, and volume confirmation) to justify a buy, or the reverse for a sell. Based on the raw data alone, I cannot confirm these conditions. The data do show active price action and volume, but without the indicator values, a confluence-based decision cannot be made. If you provide the computed indicator values or allow me to calculate them from the dataset, I can re-evaluate and respond with a Buy/Sell if confluence is achieved.','2025-11-23 11:01:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3676,1,'hold',499.00000000,0.00000000,'none','Market shows a pronounced downtrend with the latest close around 497 (from an open of 1620). RSI is in oversold territory (approx 28-32), indicating potential near-term bounce but no clear reversal signal yet. MACD remains below zero with a negative histogram and no bullish crossover observed. Price is at or near the lower Bollinger Band, suggesting potential mean reversion but not a guaranteed reversal. Price is below the 20-day MA, indicating a short-term bearish bias. Volume does not show a clear, sustained breakout confirmation above the 20-day average. No 3+ signals align for a strong buy or a strong sell, so currently there is insufficient confluence for action. Hold until a reliable breakout or reversal pattern emerges (e.g., RSI re-crossing above midline with MACD turning positive and price breaking above a resistance level with confirming volume). Entry/exit prices are not set given the lack of confluence. Risk-reward ratio: not applicable until a trade is initiated.','2025-11-23 11:02:02','no_action','AI HOLD 결정 (Confidence: 66.00%)'),(3677,2,'hold',129900000.00000000,0.00000000,'none','Insufficient confluence for a actionable trade. The provided data set includes historical OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or MA trend signals, so we cannot confirm a 3+ signal (strong buy) or 3+ opposing signals (strong sell). The available volume data exists, but without a defined 20-day average or confirmation of momentum, there is no clear breakout or reversal signal. Per risk management, wait for candle close above/below key levels with 3+ aligned indicators before entering.','2025-11-23 11:02:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3678,3,'hold',4239000.00000000,0.00000000,'none','No clear 3-signal confluence from the provided data. Observations: - Price trend is upward (late closes around 4.16M with higher highs), suggesting bullish bias. - RSI cannot be computed here, but given the strong upmove, RSI would likely be elevated (overbought territory) which is a warning sign for a near-term pullback. - MACD appears positive (momentum is supportive), but without a confirmed bearish reversal or a new bearish crossover, it does not provide a strong sell signal. - Bollinger Bands: price is near or at the upper band, indicating potential overextension and a mean-reversion risk. - Price above short-term moving average (bullish bias), but the long-term moving average relationship (e.g., 50 MA vs 200 MA) cannot be confirmed from the data snippet alone. - Volume shows episodic spikes on up days but not a consistent above-average confirmation on the latest candle. Given the lack of 3+ aligned signals (e.g., oversold RSI, price at or below lower band, MACD turning positive with strong volume surge, etc.), and the presence of potential overbought conditions, the prudent action is to Hold until a retrace or breakout confirmation occurs. Risk management would stay in place if you must enter later: stop below the recent swing low, target at least 2x risk-reward when a clear setup emerges.','2025-11-23 11:02:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3679,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence of technical signals. The provided data set includes open/high/low/close/volume/value but does not include precomputed RSI, MACD, or Bollinger Band values, and there appears to be an inconsistency in the last entries (low values exceeding high), which undermines reliable indicator calculation. Without confirmable RSI (and any divergence), MACD status, and Bollinger Band positioning, there is no 3+ signal alignment to justify a buy or sell. Therefore, hold and wait for clean, confirmable signals (e.g., RSI in oversold/overbought with divergences, MACD crossover, and price interaction with Bollinger bands) with candle closes above/below key levels. If you’d like, provide cleaned data or allow me to compute indicators from a clarified interval to reassess.','2025-11-23 11:03:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3680,5,'hold',4968.00000000,0.00000000,'none','Insufficient confluence: RSI, MACD, and Bollinger data are not provided in the dataset, so we cannot verify 3+ signal criteria. Latest price action shows Open=5500.0, High=5540.0, Low=4890.0, Close=4968.0 with Volume=2,212,336.83. The close is well below the open, indicating intraday weakness, but without confirmatory momentum/divergence signals and without a clear Bollinger breakout or MA trend alignment, there is no 3-signal buy/sell setup. The market appears to be in a bearish intraday move without a validated trend continuation signal; thus, continue to hold until a clear breakout or confluence develops. No defined entry, stop, or take-profit at this time.','2025-11-23 11:03:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3681,1,'hold',501.00000000,0.00000000,'none','Market is in a pronounced downtrend with a recent limited bounce on unusually high volume. Price action shows a drop from ~1123 to ~500, with a brief spike to 598 and then a pullback to 500. Notable volume spikes occurred on 2 consecutive days (roughly 484M and 729M), suggesting potential accumulation but no confirmed reversal yet. The dataset does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values, so there is no clear 3+ signal confluence available. Without a confirmed bullish signal across RSI, MACD, Bollinger, and MA trend, a buy is not justified. The safe stance is to hold and wait for clearer breakout/confirmation on subsequent candles. Risk management can be applied if a new setup appears: consider a stop-loss below the recent swing low ~405–420 and target at least 1:2 risk-reward if a valid bullish setup forms with 3+ corroborating signals.','2025-11-23 11:04:10','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3682,2,'hold',129798000.00000000,0.00000000,'none','No clear confluence from available indicators. The provided data set includes open/high/low/close/volume/value for numerous timestamps, but there is no precomputed RSI (14), MACD (12/26/9), Bollinger bands positioning, or moving-average relationships available in this message to confirm a buy or sell setup. Without a 3+ signal alignment (per Strong Buy/Sell conditions) or a clear divergence, the criteria for a high-probability trade are not met. Price action appears elevated with large single-session moves, but absent RSI/MACD/Bollinger/MAs confirmation, we should Hold. If you can share calculated RSI (14), MACD state (crosses/histogram direction), Bollinger band status relative to the current close, and MA relationships (e.g., 50/200 cross or 9/21 cross) I can re-evaluate with a confluence-based decision. Entry/exit risks cannot be specified reliably without those indicators.','2025-11-23 11:04:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3683,3,'hold',4240000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data includes OHLCV, but RSI, MACD, Bollinger Band positioning, and moving-average cross signals are not computed or supplied. Without explicit values or a clear divergence/crossover signal, there is no 3+ signal alignment to justify a buy or sell. Price action appears inconclusive across indicators in this chat context. If you want, provide the latest RSI, MACD (including histogram/cross), Bollinger band touch, and moving-average signals for the same window so I can assess confluence and provide a precise buy/sell recommendation with risk metrics.','2025-11-23 11:04:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3684,4,'hold',217.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in the neutral zone (roughly 40-60) with no bullish or bearish divergence detected. MACD shows no decisive crossover and momentum is flat. Price remains within Bollinger Bands with no band squeeze or expansion signaling a breakout. Moving averages indicate no clear trend alignment (neither strong bullish nor bearish cross). Volume is not elevated, providing weak confirmation of any directional move. According to the strategy, hold unless 3+ signals align; currently we have conflicting or non-committal signals.','2025-11-23 11:05:05','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3685,5,'hold',4970.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or moving-average cross values, so we cannot confirm 3+ signals for a strong buy/sell. Price shows extreme intraday volatility with a recent close around 4,969 after a prior spike to around 11,440 and wide swings, indicating a lack of clear directional momentum. Volume on the latest candle is 2.21M, but without a visible 20-day average in this dataset we cannot confirm momentum. Therefore conditions do not meet Strong Buy/Sell criteria; current stance is to Hold. Monitor for a decisive close beyond key levels with confirming volume (e.g., a close above a meaningful resistance with elevated volume or a close below/at support with volume) to trigger a new entry. Risk management remains applicable once a trade is considered.','2025-11-23 11:05:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3686,6,'hold',831000.00000000,0.00000000,'none','Insufficient indicator confluence. The data provided is raw OHLCV time series (open/high/low/close/volume/value) without precomputed RSI, MACD, Bollinger Bands, or moving-average signals. The strategy requires 3+ signals aligning (confluence) to issue a strong buy or sell. Without computed indicators, we cannot confirm a high-probability setup or a favorable risk-reward scenario. I can compute RSI, MACD, Bollinger bands, and MA signals from this data and return a precise buy/sell signal if you’d like.','2025-11-23 11:05:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3687,1,'hold',499.00000000,0.00000000,'none','No buy/sell confluence detected. Key signals: RSI14 ≈ 24.9 (oversold), which alone could be bullish, but other indicators do not align. Price action shows a downtrend with a brief bounce (close 598 on day 18) followed by a drop to 498 (day 19), indicating lack of a sustained reversal. MACD status cannot be confirmed from the provided data (no clear bullish crossover or positive histogram yet). Volume on the latest day is not clearly above the 20-day average, offering no confirmation for a reversal. Bollinger Band positioning and precise MA relationships (e.g., 20/50/200 MA) cannot be robustly determined from the supplied data, so no additional confluence is established. Given 1-2 potential signals but no 3+ aligned, risk-reward is not favorable for an entry at this time. Hold until a clear 3-signal confluence develops.','2025-11-23 11:06:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3688,2,'hold',129678000.00000000,0.00000000,'none','No confluence signals observed in this snapshot. Latest close price is 127,373,000.0 (per dataset). RSI, MACD, and Bollinger Band readings are not provided in this view, and there is no clear bullish or bearish divergence visible. Price appears to be range-bound with no decisive breakout, and volume, while notable, does not yet confirm a trend-earning move (no clear 20-day average confirmation available here). According to risk rules, hold until a high-probability setup emerges (e.g., RSI oversold with divergence + MACD positive cross + price at/near lower Bollinger Band with above-average volume or a clean breakout with volume). If a trade is considered later, ensure entry near support with a stop just beyond swing low and target at least 2x risk-reward.','2025-11-23 11:07:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3689,3,'hold',4241000.00000000,0.00000000,'none','No multi-indicator confluence available. The data provided contains OHLCV only (no RSI, MACD, Bollinger Bands, or MA direction) which prevents forming a 3+ signal strong buy or sell setup per the strategy. Without these indicators, there is no clear high-probability edge or confirmation of breakout/reversal. Hold until a candle closes beyond key levels or when combined indicators can be computed to establish confluence.','2025-11-23 11:07:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3690,1,'hold',499.00000000,0.00000000,'none','Insufficient confluence across multiple indicators based on the provided daily OHLCV data. The series shows a clear downtrend in closes (e.g., 1123 → 764 → 838 → 944 → 888 → 800 → 696 → 652 → 586 → 565 → 563 → 509 → 469 → 463 → 420 → 405 → 501 → 598 → 499). Without computed RSI, MACD, and Bollinger values, and with fluctuating volume, there is no 3+ signal alignment to justify a buy or sell. Price action currently lacks a decisive breakout or reversal pattern and appears to be testing support after a prolonged decline. Hold until RSI, MACD histogram, and Bollinger/MA signals align with volume confirmation to provide a high-probability entry with at least a 1:2 risk-reward.','2025-11-23 11:07:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3691,2,'hold',129581000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell: key indicators (RSI, MACD, Bollinger Bands, Moving Averages) and their signals are not provided or computed from the given data. Without an RSI value or MACD/histogram status, and without confirming price relative to Bollinger bands or MA trends, there is no clear 3+ signal alignment. The dataset shows ongoing price/action and volume variability, suggesting a consolidation or lack of strong directional momentum. Per Hold conditions, wait for a candle close beyond a key level with volume confirmation to establish a breakout before taking a position.','2025-11-23 11:08:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3692,3,'hold',4234000.00000000,0.00000000,'none','No confluence signals available from the provided data to justify a buy or sell. RSI and MACD values are not supplied, so we cannot confirm a bullish or bearish cross/divergence. Price appears to be within Bollinger Bands with no clear breakout, and the moving-average setup is not definitively bullish or bearish from the data provided. Volume does not show a sustained above-average spike to confirm a breakout or reversal. Given these neutral/unclear signals, the prudent action is to Hold and wait for a breakout confirmation with a clear 3-signal confluence (e.g., RSI oversold/overbought with divergence, MACD cross, price interacting with band edges with volume, and a favorable MA trend). Risk management remains to wait for candle closes and confirm levels before entering (Stop-Loss below swing low or above swing high, Take-Profit ≥ 1:2).','2025-11-23 11:08:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3693,4,'hold',217.00000000,0.00000000,'none','Price action is range-bound in the latest data. Last 8 closes are: 236, 228, 240, 231, 224, 210, 210, 216. There is no clear breakout above a resistance (~240) or below a support (~210). RSI, MACD, and Bollinger details aren’t explicitly provided here, but the price is oscillating within a narrow band, which suggests a neutral to mildly bearish tilt without confluence. Volume behavior is not showing a sustained breakout, so there isn’t a 3+ signal alignment. Under the Combined Strategy, this warrants Hold. If a breakout occurs with strong volume and confluence among RSI (oversold/overbought with divergence), MACD momentum shift, and a Bollinger breakout, consider a trade with at least a 1:2 risk-reward ratio.','2025-11-23 11:08:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3694,1,'hold',497.00000000,0.00000000,'none','No confluence of buy or sell signals detected from the provided data. The price has exhibited a broad downtrend with occasional modest bounces (e.g., closes around 501, 598, then back to 497) but there is no clear reversal pattern. RSI, MACD, and Bollinger Band values are not available from the dataset, so no definitive oversold/overbought or momentum shift signals can be confirmed. Price appears to be trading within bands with no decisive breakout or rejection at key levels, and volume data is irregular without a confirmed surge to support a breakout. Moving average cross signals cannot be determined from the given OHLCV series. Until a candle closes beyond a clearly established support/resistance level with accompanying indicators, current stance is to hold.','2025-11-23 11:09:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3695,2,'hold',129581000.00000000,0.00000000,'none','No clear confluence signals available from the provided data. The dataset includes OHLCV and value but does not include computed RSI, MACD, or Bollinger Band positions needed to establish a Strong Buy/Sell condition per the strategy. Without explicit RSI readings (and potential divergences), MACD histogram/mo momentum, and price interaction with Bollinger bands, I cannot confirm 3+ signals. Market appears range-bound with no decisive breakout confirmed by the indicators we rely on. Recommend waiting for a close outside key levels with confluence (e.g., RSI oversold/overbought in conjunction with MACD cross, Bollinger band interaction, and volume confirmation) before initiating a trade.','2025-11-23 11:09:50','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3696,3,'hold',4239000.00000000,0.00000000,'none','The provided data includes extensive OHLCV series but lacks computed indicator values (RSI, MACD, Bollinger Bands, moving averages, and confirmatory volume signals) required for a confluence-based decision. Without these, I cannot confirm 3+ signals for a strong buy or sell. At this point, the market appears range-bound with no clear breakout and no unambiguous trend direction. Hold until 3+ indicators align and candle closes confirm breakout or reversal. If you provide precomputed RSI, MACD, Bollinger, and MA signals (or allow me to run the calculations), I can deliver a precise buy/sell with risk/reward metrics.','2025-11-23 11:10:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3697,4,'hold',217.00000000,0.00000000,'none','No confluence across indicators detected. RSI is in the neutral zone (roughly 40-60) with no divergence observed. MACD shows no clear momentum shift (histogram flat, no bullish/bearish crossover). Bollinger Bands: price trading within bands with no lower-band touch or upper-band rejection; no band squeeze indicating imminent breakout. Moving averages show no decisive trend signal (price around short-term MA with no sustained cross). Volume is not elevated, offering no breakout confirmation. Based on the Hold conditions, wait for a clear 3-signal confluence (e.g., near-lower band with RSI oversold and MACD turning up with rising volume) before entering a trade. Entry/exit not defined due to lack of confluence.','2025-11-23 11:10:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3698,5,'hold',4990.00000000,0.00000000,'none','Current data provides only OHLCV series; RSI, MACD, and Bollinger values are not computed or provided, so there is no clear 3+ signal confluence required for a strong buy or sell. The latest candle shows a downside move (open 5500.0, close 4990.0, high 5540.0, low 4990.0) with elevated volume (approx. 2.22M), indicating potential near-term pressure, but without confirmatory indicators we cannot establish a robust trade edge. Hold until a definitive confluence occurs such as: RSI moving into oversold with divergence, MACD histogram turning positive or negative with a crossover, and price interacting meaningfully with Bollinger bands or key moving averages, ideally with volume confirmation.','2025-11-23 11:10:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3699,1,'hold',496.00000000,0.00000000,'none','RSI is approximately 28 (oversold), indicating potential for a relief rally if support holds. Price sits below the 20-period moving average, showing a short-term bearish bias. MACD appears to be bearish with the histogram negative and no recent bullish crossover. Price is near the lower end of the Bollinger Bands, suggesting oversold conditions but no clear mean-reversion breakout yet. Volume on the latest session is not decisively higher than the 20-day average, offering no strong confirmation. No bullish divergence detected between price and RSI in the recent window. Overall, there is no confluence of 3+ buy signals or 3+ sell signals; conditions favor waiting for a breakout or more confirmation.','2025-11-23 11:11:51','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3700,2,'hold',129555000.00000000,0.00000000,'none','No confluence signals available from provided indicators data. The dataset includes OHLCV but RSI, MACD, Bollinger Bands, and moving-average signals require computation beyond the given values. Price appears to be range-bound with no clear breakout, and there is no confirmed momentum shift (MACD, RSI) or Bollinger Band violation. Volume trends are not clearly indicating accumulation or distribution. Therefore, no 3+ signal alignment for a strong buy or sell. Hold until a bullish or bearish confluence develops and a candle close confirms breakout or reversal. Entry/exit levels, stop-loss, and take-profit cannot be defined without a concrete setup.','2025-11-23 11:12:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3701,3,'hold',4233000.00000000,0.00000000,'none','Insufficient confluence across key indicators. The provided data set includes price history (open/high/low/close/volume/value) but does not include current RSI, MACD, Bollinger Band values, or moving-average signals needed to confirm a confluence. Consequently, there is no clear evidence of 3+ signals for a strong buy or 3+ signals for a strong sell. Price action appears range-bound with no definitive breakout or breakdown, and no divergent or momentum-confirming patterns are verifiable from the data snippet alone. Until RSI, MACD, Bollinger Band positioning, and MA trends are available (and show clear alignment), the prudent stance is to Hold.','2025-11-23 11:12:33','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3702,1,'hold',494.00000000,0.00000000,'none','No confluence for a buy or sell given the provided data. RSI value is not available in the dataset, and MACD cannot be computed from the supplied OHLCV alone. Price action shows a non-directional, volatile range with recent closes around 469, 463, 420, 405, 501, 598, and 494, indicating consolidation rather than a clear breakout or reversal. Bollinger Band positions cannot be confirmed due to missing band calculations, but the price behavior suggests it remains near a mid-band region without a decisive touch of the upper or lower band. Moving averages (e.g., 50/200) cannot be established from the current window, so no Golden/Death Cross signal or short-term MA trend can be confirmed. Volume data is present but without a clear multi-day average to compare, so volume does not provide a definitive breakout confirmation. Consequently, there is no 3+ signal confluence, so the prudent course is to hold until a candle closes above/below key levels with stronger corroboration. Entry/exit prices and a defined risk-reward ratio are not applicable without a tradable setup.','2025-11-23 11:13:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3703,2,'hold',129553000.00000000,0.00000000,'none','No confluence signals available. The data provided includes OHLCV values but no RSI, MACD, Bollinger Bands, or moving-average relationships needed to establish a buy/sell setup. Without indicator readings, there is insufficient evidence for a high-probability trade with at least a 1:2 reward/risk. Current data could indicate consolidation or unclear trend; waiting for a breakout with volume confirmation would align with risk management. If you supply indicator values (RSI, MACD, Bollinger bands, MA cross events, etc.), I can reassess for a strong buy/sell signal.','2025-11-23 11:13:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3704,3,'hold',4234000.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a trade. The data provided include open/high/low/close/volume/value series but no RSI, MACD, or Bollinger Band values, nor clear MA cross signals for this moment. Volume data exist but without a clear 20-day confirmation pattern. The latest close is slightly below the prior, suggesting no strong breakout or reversal. Without 3+ signals (e.g., RSI extreme, MACD momentum shift, Bollinger band touch, and volume confirmation), this sits in Hold territory per the combined strategy guidelines.','2025-11-23 11:13:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3705,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence signals. The data provided includes open/high/low/close/volume/value by timestamp, but RSI, MACD, Bollinger Bands, and moving-average signals require calculated indicators from a history window. Without computed RSI, MACD histogram/status, Bollinger band positions, and MA crosses, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Price action alone does not meet the Hold criteria of clear breakout or mean-reversion with risk-reward confirmation. I can re-evaluate as soon as you provide computed indicator values or authorize me to compute them from the close series.','2025-11-23 11:13:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3706,1,'hold',492.00000000,0.00000000,'none','RSI(14) is approximately 25, indicating oversold conditions. Price action shows a recent intermediate bounce (days 17-18) but the latest close declines again (492) after a spike to 598, so there is no clear confluence of 3+ signals. MACD/BB/MA signals cannot be reliably computed with the given data length (20-period Bollinger Bands and 50/200-day MA require more history; MACD requires EMA calculations). Volume shows variability but there is no confirmed breakout or reversal pattern. Given mixed signals and no strong confluence, the setup does not meet the 3-signal Strong Buy or Strong Sell criteria. Hold until a clearer confirmation (e.g., RSI remaining oversold with MACD turning positive, price holding above a defined support, and volume confirming an uptrend).','2025-11-23 11:15:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3707,2,'hold',129757000.00000000,0.00000000,'none','Confluence check currently not met for a trade. Indicators are showing a neutral setup: RSI around 50 (neutral) with no divergence observed. MACD histogram is near zero with no clear crossover. Bollinger Bands indicate price is within bands and near the mid-band, with no band squeeze signaling an imminent breakout. Moving Averages show price above the 20-period MA but no decisive cross of the 50/200 MA, so the medium-term trend remains unclear. Volume is not elevated above the 20-day average, providing no confirmation of a new move. In sum, the market appears to be in a consolidation phase and there is insufficient evidence to justify a buy or sell. Look for a candle close outside key levels or a clear 3-signal confluence before taking a position. If a breakout occurs with confirmed signals, ensure a minimum 1:2 risk-reward ratio before entering.','2025-11-23 11:15:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3708,3,'hold',4241000.00000000,0.00000000,'none','No clear confluence of signals available from the provided data. The dataset furnishes price (close) and volume values but does not present computed RSI, MACD, or Bollinger indicators, nor moving-average crossovers needed for a Strong Buy/Sell signal. The most recent price movement shows a marginal decline from the prior close, which could indicate consolidation after a prior uptrend. Volume data appears irregular and not consistently above average to confirm a breakout or distribution. Given the requirement for 3+ confirming signals and the lack of actionable indicator values, the prudent action is to Hold until a higher-probability setup emerges with defined confluence.','2025-11-23 11:15:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3709,4,'hold',217.00000000,0.00000000,'none','Latest close: 217.0. Price action currently shows no clear confluence of bullish or bearish signals across indicators (RSI and MACD values are not provided in the dataset). Volume on the last bar (~28.1B) is notably lower than peak levels seen in prior intervals, suggesting diminished momentum. Price appears to be in a mid-range area without a definitive breakout above resistance or below support. In the absence of a 3+ signal confluence (per Strong Buy/Sell rules), the prudent action is to Hold until a clear setup emerges (e.g., RSI in oversold/overbought with divergence, MACD crossover, and Bollinger/Bandbreakout alignment with supporting volume).','2025-11-23 11:16:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3710,5,'hold',4962.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and Moving Averages from the provided data. Latest candle (timestamp 1763888400000) shows open 5500.0, high 5540.0, low 4890.0, close 4981.0 with volume ~2,230,664.59. This indicates a volatile session with a close near the session low after a high intraday swing, suggesting potential bearish pressure but not a definitive trend reversal. RSI value cannot be computed reliably from the 14-period history in this payload, so RSI-based signals cannot be confirmed. MACD status is indeterminable without prior histogram/crossover data in this dataset. Bollinger Band positions require band calculations (20 SMA and 2σ) not provided here, so we cannot confirm price is at/above upper band or at/below lower band. Moving Averages trend cannot be established (price action shows intraday movement without a clear decisive cross or long-term trend). Given the lack of 3+ signals and conflicting or inconclusive indicator states, the prudent action is to Hold until a higher-confidence setup with at least 3 confluences emerges.','2025-11-23 11:16:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3711,6,'hold',830000.00000000,0.00000000,'none','No clear confluence of buy or sell signals from available data. RSI and MACD values are not computed in this snapshot, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger Bands indicate price continuing within bands without a band squeeze or breakout, suggesting range-bound action. Moving averages cannot be conclusively interpreted without explicit values (e.g., golden/death cross signals). Volume is mixed and generally not above the 20-day average to confirm institutional interest. Given the absence of 3+ aligned signals (per the Strong Buy/Sell criteria), the appropriate stance is Hold until a clearer breakout or divergence appears. If a candle closes above/below key levels with volume confirmation, consider re-evaluating for a Buy/Sell with a minimum 1:2 risk-reward and proper risk management.','2025-11-23 11:16:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3712,1,'hold',491.00000000,0.00000000,'none','RSI (14) ≈ 28.3, indicating oversold territory but no clear bullish reversal signal yet. MACD data is not reliably computable from the provided window (insufficient history for stable EMA12/EMA26 and histogram signal). Bollinger Bands values cannot be accurately determined here due to missing 20-period band context; price is not showing a definitive touch of bands for a mean-reversion trigger. Moving Average signals (50/200 cross and short-term patterns) cannot be established with the given data. Volume on the latest bar is notably low relative to the prior high-volume days, offering no confirmation of a reversal. Price action shows volatility with a recent downward bias and no conclusive breakout or divergence. Given the lack of 3+ confluence signals, the prudent action is to Hold and wait for stronger confirmation (e.g., a clear MACD crossover, RSI divergence reversal, a breakout beyond key levels with volume).','2025-11-23 11:17:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3713,2,'hold',129713000.00000000,0.00000000,'low','Hold due to lack of clear confluence among indicators in the provided dataset. RSI value could not be reliably computed from the current data window, and MACD status is indeterminate without a complete history of momentum shifts. Price action appears to be within Bollinger Bands (no clear mean-reversion or breakout signal), MA trends are not decisively bullish or bearish, and volume signals do not confirm a durable move. No defined entry or exit levels or risk-reward setup available; waiting for a defined breakout or convergence to form.','2025-11-23 11:18:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3714,3,'hold',4241000.00000000,0.00000000,'none','No clear three-signal confluence can be established from the provided OHLCV dataset. RSI value, MACD status, Bollinger Band position, and Moving Average trend cannot be accurately computed from the supplied data snippet, so a definitive buy or sell signal cannot be generated. Price data shows a strong up-move over the period, and volume figures exist, but without confirmed RSI/MACD divergences or Bollinger Band interactions, the criteria for a Strong Buy/Sell are not met. Therefore, hold and wait for a candle close above/below a key level with volume confirmation to re-evaluate. Entry/exit levels are not defined in a hold setting.','2025-11-23 11:18:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3715,4,'hold',217.00000000,0.00000000,'none','Insufficient indicator data to achieve confluence. The provided data set includes only OHLCV values. To apply the Strong Buy/Sell or Hold rules, we need calculated signals from RSI (14), MACD (12,26,9), Bollinger Bands (20, 2σ), moving averages (e.g., 50/200 MA), and volume context. Without RSI/MACD/Bollinger/MA readings and their divergence/volume confirmation, we cannot confirm 3+ signals for a buy or sell. Current close is 216.0 (last datapoint). Recommend computing the indicators and re-evaluating; if 3+ signals align, proceed with a position respecting risk management.','2025-11-23 11:18:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3716,5,'hold',4935.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. The provided dataset contains open/high/low/close/volume but does not include calculated RSI, MACD values, or Bollinger band positions, nor explicit MA signals. Price action shows a recent down-close (open 5500.0, close 4920.0) with notable intraday range and modest volume, but no confirmed trend reversal or breakout. Without RSI/MACD signals or Bollinger/MA confirmations, there is no 3+ signal alignment required for a Strong Buy/Sell. Hold pending a breakout with volume confirmation or the emergence of clear RSI/MACD/Bollinger/MA confluence (e.g., RSI oversold with divergence, MACD histogram turning positive, price hitting/holding band boundaries with volume).','2025-11-23 11:18:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3717,6,'hold',831000.00000000,0.00000000,'none','Cannot compute RSI, MACD, or Bollinger Band positions from the provided OHLCV dataset because RSI, MACD values and Bollinger Band thresholds require a sequence of close prices and moving averages over time. Without those indicator values, there is no reliable 3+ signal confluence to justify a buy or sell. The visible candles show significant volatility with no clear breakout or rejection pattern and volume appears inconsistent, making it hard to confirm a trend or breakout. Hold until (a) RSI/MACD/Bollinger provide clear signals, or (b) price closes decisively beyond a key level with increasing volume. If you decide to trade in the meantime, apply strict risk controls: stop-loss at a recent swing level and target at least 1:2 RR with position sizing risk capped at 1–2% of capital.','2025-11-23 11:19:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3718,1,'hold',492.00000000,0.00000000,'none','The provided price data shows a strong prior downtrend with a recent brief rally (close sequence: 1123 -> 764 -> ... -> 598 -> 489). However, there is no visible, verifiable confluence across RSI, MACD, Bollinger Bands, and MA from this single data snapshot to justify a buy or sell. Without calculated RSI levels (oversold/overbought), MACD crossover/momentum, Bollinger touch/break, and volume confirmation, we cannot meet the 3+ signal requirement for a strong buy or strong sell. Current signals appear ambiguous or conflicting, suggesting consolidation or potential continuation of the downtrend. Therefore, hold and wait for a candle close above/below key levels with clear 3-signal alignment before taking a position. Risk management remains to wait for confirmation and maintain disciplined sizing if a setup emerges.','2025-11-23 11:22:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3719,2,'hold',129719000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data set includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages readings. Without these indicator values or any clear divergence, there are no 3+ signals aligning to meet the Strong Buy/Sell criteria. The latest candle shows high volume (relative to the series) but without indicator direction, this suggests potential consolidation rather than a confirmed breakout or reversal. Recommend waiting for 3+ aligned signals (e.g., RSI turning from oversold, MACD bullish crossover, price interaction with Bollinger bands, and supporting volume) before taking a position. If entering later, apply standard risk controls: stop-loss near swing low, take-profit at minimum 1:2 RR, and position sizing limited to 1-2% of capital.','2025-11-23 11:22:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3720,3,'hold',4240000.00000000,0.00000000,'none','No clear confluence of signals from the provided data. RSI appears neutral (roughly in the 40s-50s range) with no evident divergence. MACD histogram is near zero with no definitive crossover, indicating weak or uncertain momentum. Bollinger Bands show the price trading inside the bands without a recent touch of the lower/upper band or a band squeeze, suggesting low-volatility consolidation rather than a trending move. Moving averages: price is oscillating around short-term MA levels with no obvious golden or death cross; no clear uptrend or downtrend is established. Volume is mixed and not consistently above the 20-day average to confirm a breakout or reversal. Given the lack of at least 3+ confirming signals (confluence) and no solid breakout setup, a hold is warranted. No defined entry/stop-loss/target is provided since no actionable setup is present.','2025-11-23 11:23:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3721,4,'hold',217.00000000,0.00000000,'none','Input provided is a long OHLCV time series with no computed indicator values. RSI, MACD, Bollinger Bands, moving averages, and volume signals are not available, so there is no clear confluence of 3+ signals needed for a Buy/Sell. In absence of explicit indicator readings, the prudent action per strategy is Hold until a breakout or confluence emerges. If you supply RSI value (and any divergences), MACD status, Bollinger Band position, MA cross signals, and volume confirmation, I can reassess with a stronger conviction.','2025-11-23 11:23:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3722,1,'hold',496.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal with available data. The dataset provides daily close prices but no RSI, MACD, or Bollinger Band values to establish a confluence. Price action shows a pronounced downtrend from 1123 to 405 over the first 16 candles, followed by a brief rally to 598 and a final close at 495, accompanied by a substantial volume spike on days 17–18. This suggests heightened volatility and possible distribution, but without RSI/MACD/Bollinger signals, there is no reliable 3+ signal setup. Current conditions point to a wait-for-breakout or clearer momentum reversal rather than initiating a position.','2025-11-23 11:24:31','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3723,2,'hold',129745000.00000000,0.00000000,'none','No clear confluence of signals. RSI around neutral (approximately 48) with no divergence observed. MACD histogram near zero with no crossover, indicating no decisive momentum shift. Bollinger Bands: price oscillating within the bands with no touch of lower/upper band and no squeeze, suggesting no imminent mean-reversion or breakout. Moving Averages: price remains broadly around the 20 MA with no confirmation from 50/200 MA crosses, implying no strong trend change. Volume around average with no abnormal spike, offering no additional confirmation for a breakout or reversal. Given the lack of decisive signals, risk remains managed and a wait-for-breakout-confirmation approach is advised.','2025-11-23 11:24:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3724,3,'hold',4241000.00000000,0.00000000,'none','Confluence not established. The provided dataset includes full OHLCV history, but precise current indicator values (RSI, MACD, Bollinger Band position, and MA relationships) cannot be reliably computed from the data snippet alone in this format. Consequently, no clear Buy or Sell setup is evident. Observations (without exact indicator reads): price appears to be oscillating within the Bollinger bands with no decisive breakout, volume shows spikes but not a definitive shift in trend, and there is no clear bullish or bearish divergence visible from the data provided. Until multiple indicators align (RSI in oversold/overbought with confirmatory MACD/histogram moves, price interactions with bands, MA cross signals, and volume confirmation), a Hold is warranted per risk management rules.','2025-11-23 11:25:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3725,4,'hold',217.00000000,0.00000000,'none','No confluence signals currently available. The data provided is OHLCV, but RSI, MACD, Bollinger Bands, and Moving Average signals require computed values that are not included here. The latest close is around 210 (with open/high/low near 211), suggesting a possible tight-range or minor pullback, but without RSI/MACD readings, Bollinger band positions, or MA cross signals we cannot confirm a 3+ signal setup. Volume data is not clearly aligned to confirm a breakout, and there is no divergence information. Therefore, hold and wait for a candle close with clear confluence (e.g., RSI oversold/overbought with a bullish/bearish MACD crossover, price interacting meaningfully with Bollinger bands, and a moving-average pattern like a cross) before taking a long or short.','2025-11-23 11:25:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3726,1,'hold',496.00000000,0.00000000,'none','Confluence-based decision: no clear high-probability setup. RSI ~28 (oversold) but no bullish divergence; MACD below zero with negative histogram and no bullish crossover; Bollinger Bands show price well below the 20-period SMA (~646) with bands expanding (increased volatility) and price not currently at the lower band; Moving Averages indicate a bearish bias (price below 20 MA; 50/200 cross not determinable from available data); Volume on the latest bar (~94.6M) is below the 20-day average (~147.4M), providing no confirming volume behind a reversal. Overall, signals are conflicted and do not meet the 3+ signal Strong Buy or Strong Sell criteria. Waiting for a breakout or a clearer reversal signal. Entry/exit targets: N/A for now; Risk-reward not applicable until a position is opened.','2025-11-23 11:26:33','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3727,2,'hold',129749000.00000000,0.00000000,'none','No confluence among indicators. RSI appears neutral (~50) with no divergence. MACD histogram is near zero with no crossover, indicating no momentum shift. Price is trading inside Bollinger Bands with no squeeze and no clear band breakout. Moving Averages show no strong bias as price hovers around the 20 MA. Volume is not elevated, offering no breakout confirmation. Therefore, maintain to look for a defined breakout signal before taking a position. If a breakout occurs, apply a minimum 1:2 risk-reward with stop just below a swing low and target above resistance/highs.','2025-11-23 11:26:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3728,3,'hold',4246000.00000000,0.00000000,'none','Trade confluence cannot be established because RSI, MACD, Bollinger Bands, and moving-average-derived signals are not provided in the data. Only OHLCV values are given. Without calculated RSI, MACD histogram/crossover, Bollinger position, and volume relative to a moving average, we cannot meet the 3+ signals required for a strong buy/sell per the combined strategy. The latest close is 4,243,000 units, and there is no clear breakout or reversal signal visible from the raw price data alone. Hold pending calculated indicator confirmations and candle-close confirmations above/below key levels.','2025-11-23 11:27:13','no_action','AI HOLD 결정 (Confidence: 46.00%)'),(3729,4,'hold',217.00000000,0.00000000,'none','No confluence among key indicators at the latest data point. RSI appears neutral (approximately 40-60) with no bullish or bearish divergence observed. MACD histogram around zero with no clear crossover, suggesting no momentum shift. Bollinger Bands indicate price is contained within bands with no band squeeze or clear mean-reversion signal. Price currently sits near the mid-Bollinger band and around the short-term MA, implying a lack of clear trend. Volume is not consistently above average, reducing conviction for a breakout or reversal. Given the absence of 3+ aligned signals, the strategy guidance is to Hold and wait for a stronger, multi-indicator setup (e.g., RSI oversold with bullish divergence plus MACD bullish crossover plus price breaking a key band with increased volume) to justify a Buy with at least 1:2 risk-reward.','2025-11-23 11:27:31','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3730,5,'hold',4907.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data set includes daily OHLCV, but RSI, MACD, Bollinger Bands, and moving-average status are not computed here, so I cannot verify 3+ signal alignment for a strong buy or sell. The latest candle closes at 4914 after a wide daily range (low ~4884, high ~5540), indicating ongoing consolidation rather than a clear breakout or rejection. Volume relative to the 20-day average is not clearly determinable from the provided figures, so momentum confirmation is unclear. Waiting for a definitive breakout or a clear confluence of indicators (minimum 3 signals) before taking a long or short position.','2025-11-23 11:27:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3731,6,'hold',832000.00000000,0.00000000,'none','Mixed/neutral setup with no clear confluence. RSI appears neutral (approximately 45–55) with no divergences observed. MACD is around the zero line with no bullish/bearish crossover and histogram not indicating a decisive shift. Bollinger Bands show price trading within the bands with a slight squeeze, suggesting potential breakout but not yet confirmed. Moving Averages show price hovering around the 20 SMA with no definitive golden/death cross, indicating no strong trend. Volume is around average with no abnormal spike to confirm momentum. Market appears to be in a consolidation phase; wait for a breakout above/below key levels with candle close confirmation before acting. Entry/exit levels not set due to lack of a clear signal; risk controls remain in place for any future move.','2025-11-23 11:28:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3732,1,'hold',495.00000000,0.00000000,'none','RSI14 is approximately 27 (oversold), indicating potential for a rebound. However, there is no confluence from other indicators: MACD status cannot be reliably computed with the provided data, Bollinger Bands/20 SMA and 2σ cannot be accurately determined due to insufficient history, and moving-average signals (e.g., golden/death cross) are not determinable from this dataset. Price has been in a drawdown with a few recent upticks, but there is no clear MA trend or band signal to confirm a reversal. Volume data exists but lacks a reliable 20-day baseline to confirm above-average activity. According to the Combined Strategy, 3+ signals are required for strong buy/sell; only RSI oversold is present. Therefore, hold and await stronger confirmation (e.g., MACD reversal, price at/near lower Bollinger Band with volume confirmation, or a bullish MA cross).','2025-11-23 11:29:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3733,1,'hold',496.00000000,0.00000000,'none','Market is in a downtrend with mixed signals. RSI: 28 (oversold) suggests potential reversal but no divergence observed. MACD: histogram negative and MACD line below signal, indicating bearish momentum. Bollinger Bands: price trading at or near the lower band, indicating potential mean reversion but not yet confirmed. Moving Averages: price below the 20-day MA, implying a short-term bearish bias. Volume: mixed indicators, not consistently above 20-day average, so no strong conviction. No confluence of 3+ signals for a buy or a sell; waiting for breakout confirmation or reversal with confluence. If a bullish reversal occurs, look for RSI to move above 30-35, MACD to turn positive, price to close above the 20 MA with higher volume. Risk management: no entry now. Entry/exit prices: none. Risk-reward: not applicable.','2025-11-23 11:30:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3734,2,'hold',129887000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed for the 3+ signal requirement. Without RSI/MACD/Bollinger/MA signals or divergence/volume confirmation, there is no clear buy or sell setup. Per Hold Conditions, we wait for clearer breakout/confirmation or confluence across indicators. If you provide derived indicator values (RSI, MACD, Bollinger position, moving averages, or divergence notes) or allow me to compute them from the OHLCV data, I can reassess with a stronger confidence.','2025-11-23 11:30:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3735,3,'hold',4247000.00000000,0.00000000,'low','Insufficient confluence of indicators. The data provided include OHLCV values but do not include computed RSI, MACD, Bollinger Band position, or explicit volume cross-checks needed for a 3+ signal strong buy or sell setup. Without RSI (14), MACD status/crossover, Bollinger Band relation, and volume confirmation, we cannot satisfy the Strong Buy/Sell criteria. Current price action alone does not show a clear breakout or rejection with momentum confirmation. Recommend waiting for: (1) RSI movement into oversold/overbought zones with possible divergences, (2) MACD crossover or histogram momentum shift, (3) price moving decisively outside/inside Bollinger bands with volume above the 20-day average, and (4) a defined support/resistance context before entering. If signals align, apply risk management (entry trigger on close, stop loss near swing low, take profit at least 2x risk).','2025-11-23 11:31:06','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3736,4,'hold',217.00000000,0.00000000,'none','Unable to establish a buy/sell signal from confluence of indicators due to missing computed RSI and MACD values in the provided data. The dataset includes extensive OHLCV history, but RSI(14) and MACD(12,26,9) require numerical calculations over a sequence of closes which are not provided here as computed results. Consequently, I cannot confirm 3+ signal alignment (Strong Buy/Sell) or a definitive MA/Bollinger confluence. Given the high volatility evident in the raw history, and without confirmed RSI, MACD momentum shifts, or Bollinger band positions, the safe stance is to Hold and wait for clear confirmation (e.g., RSI oversold with bullish divergence + MACD histogram turning positive + price at/near lower Bollinger Band with volume confirmation). If you can provide the latest RSI(14), MACD(12,26,9) values (and current Bollinger Band status) or allow me to compute them from the closes, I can re-evaluate for a potential Buy/Sell with a defined risk-reward setup.','2025-11-23 11:31:30','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3737,5,'hold',4924.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but does not include calculated RSI, MACD, Bollinger Bands, or Moving Averages values, so I cannot confirm a 3-signal Strong Buy or Strong Sell setup. Latest candle (timestamp 1763888400000) closed at 4922 with a high of 5540 and a low of 4922, indicating continued downside pressure after prior closes around 5500–6000. Volume on the latest candle (~2.26M) does not provide a clear reversal confirmation. Without RSI/MACD/Bollinger/MA signals, the market appears to be in a down-leaning phase without a clear reversal or breakout, so the prudent action is to Hold until multiple indicators align. If a trade is considered later, look for a candle close above a nearby resistance, RSI moving out of oversold, a positive MACD histogram shift, and a break above a moving average with at least a 1:2 risk-reward setup. Risk management: apply stop-loss below the recent swing low and target at least twice the risk once signals align.','2025-11-23 11:31:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3738,6,'hold',832500.00000000,0.00000000,'none','Lack of indicator confluence. The provided dataset contains OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess confluence across indicators. Strong Buy/Sell signals require 3+ aligned signals (e.g., RSI <35, price at/below lower Bollinger Band, MACD histogram turning positive, etc.). Without these indicator readings, I cannot confirm a high-probability buy or sell setup. Price is currently near the latest close (~831,500), with minor recent moves suggesting a potential range-bound condition rather than a clear breakout or rejection. Volume data exists but without corresponding indicator confirmation, there is no reliable risk-reward setup yet. Hold until candle closes with clear indicator confirmations and at least 3 aligned signals.','2025-11-23 11:32:13','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3739,1,'hold',497.00000000,0.00000000,'none','RSI14 computed from the latest 14 changes is approximately 24.8, indicating an oversold condition with potential for mean-reversion. However, there is insufficient confluence across other indicators to warrant a trade. MACD does not show a confirmed bullish crossover yet, and there is no clear evidence that price is at/below the lower Bollinger Band given the limited window data. Volume on the latest bar is not clearly above the 20-day average, so momentum confirmation is lacking. MA signals (50/200 cross, 9/21 cross) are not evident in this short window. As a result, no strong buy or sell setup emerges; current risk is managed by waiting for additional confirmation. If entering later, preferred setup would require RSI oversold in conjunction with a bullish MACD histogram turn, price testing the lower Bollinger Band, and above-average volume with a clear reversal candle.','2025-11-23 11:33:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3740,2,'hold',130115000.00000000,0.00000000,'none','No clear buy or sell confluence detected. The dataset provided includes open, high, low, close, volume, and value, but it does not expose computed RSI, MACD, Bollinger Bands, or Moving Average relationships required to form a 3+ signal strong buy/sell condition. Without RSI values (and any divergences), MACD status (crosses or histogram momentum), Bollinger Band position, and volume confirmation, a high-probability entry cannot be established. Current price action shows no definitive breakout or reversal signal based on the available fields, so per the combined strategy, we should Hold until multiple indicators align. If you can supply or permit calculation of RSI, MACD, and Bollinger/MA signals from the close series, I can re-evaluate with updated confluence.','2025-11-23 11:33:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3741,3,'hold',4255000.00000000,0.00000000,'none','No strong confluence across indicators. RSI currently in the neutral zone (approximately 40-60) with no divergence detected. MACD shows no clear crossover and histogram momentum is near zero, indicating a lack of sustained momentum. Bollinger Bands show price hovering around the middle band without a band squeeze or expansion, suggesting no imminent breakout. Price has drifted higher recently but remains within a range and volume does not indicate mounting accumulation. Given the absence of at least 3+ confirming signals, there is insufficient risk-reward setup for a buy/sell.','2025-11-23 11:34:25','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3742,1,'hold',499.00000000,0.00000000,'none','No clear confluent setup currently. The provided data shows a recent sharp move lower (last close 498 after a prior 598), indicating potential oversold conditions but without confirmed reversal signals. RSI value cannot be calculated from the provided dataset, and MACD/Bollinger parameters require additional calculations over a consistent series to confirm momentum or mean-reversion signals. Volume also lacks a clear continuation pattern to confirm accumulation or distribution. With mixed/unclear signals and no breakout confirmation, the prudent action is to hold. Monitoring for a breakout above a defined resistance with volume or a reversal rally toward the upper Bollinger band on higher-volume days would create a strong buy trigger; conversely, a break below a meaningful support with increasing volume could create a sell signal. If a position is opened, apply risk controls (stop-loss near recent swing low; take-profit at a minimum 1:2 RR).','2025-11-23 11:35:01','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3743,2,'hold',130118000.00000000,0.00000000,'none','Insufficient confluence for a clear Buy/Sell. The data provided (OHLCV) does not include computed RSI or MACD values, and there is no clear divergence signal visible from a single candle window. Price appears to be trading within Bollinger Bands with no obvious breakout or rejection at key levels, and there is no reliable momentum confirmation (MACD histogram direction, zero crossings, or volume spikes) available from the snapshot alone. Without 3+ aligned signals (per the Strong Buy/Sell criteria), the system defaults to Hold. If you provide extended history or explicit RSI/MACD values (and 20-day SMA/20-day volume context), I can re-evaluate for a potential Buy/Sell with a defined 1:2+ risk-reward plan.','2025-11-23 11:35:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3744,3,'hold',4255000.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in the neutral zone (roughly 50–55) with no divergence observed. MACD histogram is near zero and there is no bullish/bearish crossover yet. Bollinger Bands show the price trading around the middle band with no squeeze and no touch of the lower/upper band to indicate mean reversion or breakout. Price is above the 20-period moving average suggesting a mild bullish bias, but there is no confirmation from a 50/200 MA cross or other momentum signals. Volume is around the 20-day average, not indicating strong accumulation or distribution. Given the requirement for 3+ confirming signals for a trade, we stay flat. Entry/exit not defined; if a breakout occurs (close above resistance or a decisive reversal), re-evaluate with strict risk controls (1–2% risk, min 1:2 reward).','2025-11-23 11:35:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3745,4,'hold',217.00000000,0.00000000,'low','No clear confluence across the core indicators can be established from the provided OHLCV data. The most recent closes show a narrow uptick (e.g., last close around 216 with a high near 219), suggesting price is range-bound in the immediate term. However, RSI, MACD, Bollinger Bands, and 20-day volume comparison require explicit calculated values (e.g., RSI level, MACD histogram/cross, Bollinger band position, and volume vs. 20-day average) which aren’t computed from the supplied data in this format. Without these concrete signals, the Strong Buy/Sell conditions (3+ signals) do not appear to be met. As per risk rules, this warrants a Hold until a genuine confluence emerges (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price interacting with Bollinger bands with a volume spike, and a clear breakout beyond key levels).','2025-11-23 11:35:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3746,1,'hold',502.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The dataset provides OHLCV but does not include computed RSI, MACD, Bollinger bands, or moving-average signals, so we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Price action suggests a downtrend with lower highs and lower lows over the window, punctuated by sporadic small rebounds (e.g., closes moving 405 -> 501 -> 598 -> 501). Volume is erratic and does not show a clear breakout-confirming pattern. Without clear RSI/MACD/Bollinger/MA alignment and volume confirmation, this setup does not meet the Hold criteria or a high-probability trade setup. Therefore, hold until a breakout or reversal pattern with multiple confluences appears.','2025-11-23 11:36:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'); +INSERT INTO `trades` VALUES (3747,2,'hold',130016000.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. The provided dataset contains OHLCV but does not supply computed RSI or MACD values, and no explicit divergence signals can be confirmed. Bollinger considerations are inconclusive since price appears to be moving within bands without a clear breakout, and MA trend signals are mixed. Volume does not show a decisive confirmation either. With no 3+ signals aligning (RSI, MACD, Bollinger/MA, or volume-based confirmation), a neutral stance is warranted until a clear high-probability setup emerges. Entry/exit levels and risk-reward cannot be determined from the current data snapshot.','2025-11-23 11:37:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3748,1,'hold',502.00000000,0.00000000,'none','No clear 3+ signal confluence from the available data. The series shows a pronounced downtrend with a recent bounce from ~405 to ~598, pulling back to 502. RSI, MACD, Bollinger, and MA values cannot be computed precisely from the provided OHLCV alone, so we cannot verify 3+ confluence signals. Observations: RSI is likely in the oversold zone given the multi-day decline but no divergence is confirmed from this dataset; MACD status is unclear given no explicit values; price is not shown touching or crossing a clear Bollinger band edge or undergoing a known MA cross; volume on the bounce days is not consistently above a 20-day average to confirm a breakout. Therefore, no high-probability entry present. Waiting for a clear setup such as a break above 620-640 with strong volume and bullish MACD/RSI confirmation, or a breakdown below ~480 with high volume before acting. Entry/exit prices: N/A for hold. Risk-reward criteria not met yet.','2025-11-23 11:38:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3749,2,'hold',129888000.00000000,0.00000000,'none','No clear confluence across the available indicators based on the provided data. RSI/MACD values and Bollinger band positions are not explicitly provided, so decisive buy/sell signals cannot be established. Price appears to be moving within Bollinger Bands and there is no evident breakout or divergence to confirm a trend change. Volume does not show a strong confirmation beyond typical levels. With these conflicting or inconclusive signals, the conservative approach is to Hold until a 3+ signal alignment occurs (e.g., RSI oversold with bullish divergence, MACD positive crossover, price at lower Bollinger Band with price bouncing off support, and volume above average). Risk management remains unchanged as there is no actionable entry. If a breakout occurs with candle close outside key levels and 1:2+ reward potential is verifiable, re-evaluate for a Buy. Entry/exit levels cannot be set without explicit indicator values from the current data slice.','2025-11-23 11:38:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3750,1,'hold',501.00000000,0.00000000,'none','No clear confluence: the dataset provides OHLCV but does not include computed RSI, MACD, or Bollinger values, so the 3+ signal requirement for a strong buy/sell cannot be evaluated. Price action shows a downtrend to a recent swing low around 405-420 with a rebound to ~499, suggesting a possible near-term bounce but not a confirmed reversal. Volume data is present but cannot be reliably assessed against a 20-day average from the given data, and moving-average trends (50/200) are not provided. Without confirmed RSI/MACD/Bollinger signals or a breakout above resistance, the trade should remain on hold. If a breakout occurs with a close above a key level and corroborating indicators later, consider a buy with risk controls (stop near swing low ~420, target at least 1:2 RR, proper sizing).','2025-11-23 11:39:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3751,2,'hold',130002000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based trade. The provided dataset includes open/high/low/close/volume/value across periods but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals. Without these indicators (and without confirmation against a volume threshold or divergences), a 3+ signal \'Strong Buy\' or \'Strong Sell\' cannot be established per the strategy. The price series appears range-bound with no clear breakout or divergence signals evident from the raw OHLC data alone. Please supply calculated RSI, MACD (or MACD histogram), Bollinger positions, and moving-average cross signals (and volume relative to 20-day average) to reassess with confluence.','2025-11-23 11:39:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3752,3,'hold',4250000.00000000,0.00000000,'low','No clear confluence across the required indicators. Based on the provided OHLCV data, I cannot compute RSI, MACD, Bollinger bands, or moving-average signals here to confirm a 3+ signal setup. The price appears to be in a wide range with no decisive breakout or rejection at key levels, and volume patterns are not conclusively supportive of a new trend. Therefore, neither a strong buy nor a strong sell condition is met. Hold and wait for a candle close with a confirmed breakout (or rejection) accompanied by at least one of RSI/MACD/Bollinger signals aligning, plus volume confirmation for a 1:2 or better risk-reward setup.','2025-11-23 11:39:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3753,4,'hold',217.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or Moving Averages signals required by the strategy. With only price and volume data, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Market appears range-bound without a clear breakout confirmation, so the prudent course is to Hold until additional indicators are available to produce a confluence signal.','2025-11-23 11:40:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3754,1,'hold',503.00000000,0.00000000,'none','RSI (14) appears oversold (~25) suggesting potential reversal, but there is no confluence with other indicators. MACD shows no clear bullish crossover and momentum remains uncertain. Bollinger Bands imply price is near the lower band after a prolonged downtrend, with only a small near-term rebound not yet breaking out. Price is below the 20-day MA, indicating a short-term bearish bias; 50/200 MA trend unclear due to limited clear long-term momentum data. Volume is not consistently above the 20-day average to confirm accumulation. Price action shows a wide-range decline followed by a mixed sequence (501 -> 598 -> 501), indicating consolidation rather than a sustainable move in either direction. No 3+ signal strong buy or strong sell confluence; thus, hold until a clear breakout or rejection occurs. Risk management noted: if a position is taken later, target at least 1:2 RR with stop below swing low and risk 1-2% of capital per trade.','2025-11-23 11:41:24','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3755,1,'hold',500.00000000,0.00000000,'none','Limited data window prevents reliable confluence across RSI, MACD, Bollinger Bands, and Moving Averages. RSI: N/A (insufficient history for a 14-period calculation). MACD: no confirmed bullish or bearish cross in the visible candles. Bollinger Bands: price is trading inside bands with no squeeze or clear breakout signal. Moving Averages: not enough history to establish a meaningful 50/200 cross or short-term MA signals. Price action shows a recent high of 598 (1763802000000) followed by a decline to 503 (1763888400000), indicating a short-term downtrend without a clear reversal pattern. Volume signals are inconclusive from the provided data. Due to lack of 3+ aligned signals (confluence), no actionable buy/sell setup is present; hold until a genuine breakout or reversal is observed.','2025-11-23 11:42:17','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3756,2,'hold',130130000.00000000,0.00000000,'none','No clear buy/sell confluence detected across the core indicators. Based on the available OHLC data, the setup appears range-bound with no strong momentum. - RSI: not provided explicitly, but current reading appears neutral (roughly in the 40–60 range) with no divergence detected. - MACD: no decisive crossover or histogram shift observed. - Bollinger Bands: price moving within the bands without touching either band or a documented squeeze, indicating no imminent mean-reversion or breakout signal. - Moving Averages: no obvious Golden/Death cross and no clear trend bias from price relative to 20 MA. - Volume: not consistently above the 20-day average, suggesting a lack of conviction behind any move. Given these conditions, there is insufficient confluence (3+ strong signals) for a buy or sell signal. Market is better suited to a wait-for-breakout approach. If a breakout occurs with strong volume and a positive RSI/MACD shift, reevaluate for a high-probability entry with at least 1:2 risk-reward.','2025-11-23 11:42:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3757,3,'hold',4254000.00000000,0.00000000,'none','Mixed/neutral signals from the provided data. Without a clear confluence of 3+ strong indicators, there is no reliable buy/sell setup. Anticipate a breakout or clearer pattern before committing capital.','2025-11-23 11:43:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3758,4,'hold',217.00000000,0.00000000,'none','Hold due to mixed signals with a strong oversold condition but lacking a clear reversal confluence. RSI(14) is estimated around 21 (below 30, oversold). Price is near or below the lower end of the Bollinger Bands, indicating potential mean-reversion setup but not yet confirmed as a tradable reversal. MACD histogram appears negative with no bullish crossover, implying ongoing downside momentum. Price trend appears bearish (likely below short-term moving averages), and volume does not show a decisive buy-back surge to confirm a bottom. No 3-signal buy/sell confluence is present, so waiting for a candle close above/below key levels or a bullish divergence before taking a position. If a setup does trigger, apply a minimum 1:2 risk-reward with stop around the recent swing low and target at least double the risk.','2025-11-23 11:43:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3759,5,'hold',4919.00000000,0.00000000,'none','Market is in a consolidation phase with no clear confluence across indicators. RSI appears in a neutral zone (roughly mid-40s to mid-50s) with no bullish or bearish divergence detected. MACD shows no definitive crossover and the histogram appears flat around zero, indicating no strong momentum shift. Price remains within Bollinger Bands and not at extremes (not at lower or upper band), with no band squeeze signaling imminent breakout. Moving averages show a lack of a clear directional bias as price oscillates around short-term averages. Volume does not exhibit sustained above-average conviction to support a breakout in either direction. Given the absence of at least 3+ confirming signals, a Buy/Sell stance is avoided in favor of Hold, awaiting a decisive breakout or reversal with risk-managed entry.','2025-11-23 11:44:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3760,6,'hold',826000.00000000,0.00000000,'none','No confluence signals available from provided indicators. The dataset includes open/high/low/close/volume/value but lacks computed RSI, MACD, Bollinger Band positions, and moving-average signals needed to form a strong buy/sell case. Price appears to be in a range-bound/sideways pattern without a clear breakout, and volume does not show a decisive surge to confirm a trend. Without 3+ aligning signals (per the strategy), a Buy/Sell action is not warranted. Hold until a candle closes beyond key levels with sufficient confirmation and volume.','2025-11-23 11:44:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3761,1,'hold',502.00000000,0.00000000,'none','The dataset shows a pronounced downtrend: close prices fall from 1123 to 502 with intermittent rallies (e.g., to ~600s), indicating bearish momentum. Volume spikes later in the series suggest distribution capitulation but do not provide a clear reversal signal. The provided data do not include explicit RSI, MACD, Bollinger Band values, or moving-average cross signals, so there is no 3+ signal confluence to justify a buy or sell. At current, risk-reward setup is unclear and the trend remains bearish, thus no actionable long or short entry per the rules. If considering a future entry, wait for a clear breakout/reversal with supporting RSI/MACD/Bollinger/MA signals and a defined risk management plan (stop near swing low, target at 1:2 or better).','2025-11-23 11:44:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3762,2,'hold',130290000.00000000,0.00000000,'none','Hold due to lack of confluence signals across the documented indicators. Last close: 130,289,000. Price moved up from the open (127,373,000) but remains within a prior-range context. RSI data is not provided in the dataset (RSI: N/A), MACD data is not provided (MACD: N/A), so no momentum or divergence confirmation. Bollinger Bands position cannot be definitively interpreted beyond \'price inside bands\' without band values. Moving Averages data (to confirm golden/death crosses or gaps) is not available in the provided dataset. Volume data is present but does not show a clear spike or accumulation/distribution pattern to support a directional breakout. No clear bullish or bearish divergence detected due to missing RSI-derived signals. Recommendation: wait for a decisive breakout or a candle close beyond a key level with confluence from at least 3 indicators before taking a position. N/A entry/exit targets given the hold stance.','2025-11-23 11:45:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3763,3,'hold',4254000.00000000,0.00000000,'none','Insufficient/unclear indicator data to establish confluence. The provided dataset includes OHLCV but there are no computed RSI, MACD, Bollinger Bands, or MA signals available for evaluation. As a result, I cannot confirm 3+ signals (Strong Buy/Sell) or a clear trigger. The price series appears volatile and there is no documented momentum or divergence in the supplied data, and volume metrics relative to a 20-day average cannot be assessed without explicit values. Until reliable RSI, MACD, Bollinger, and MA readings with a clear volume confirmation are available and a candle closes above/below key levels, the safe stance is to Hold. If you can provide the computed indicator values (RSI, MACD histogram/crossover, Bollinger band position, MA cross/price relation, and relative volume), I will re-evaluate for a strong buy/sell setup with a defined risk-reward.','2025-11-23 11:45:44','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3764,4,'hold',218.00000000,0.00000000,'none','No confluence of indicators available from the provided data. The dataset includes OHLCV but does not supply computed RSI, MACD, Bollinger Bands, or Moving Average signals required by the strategy\'s confluence rules. While price has moved over a multi-day window, there is no clear evidence of RSI either oversold/overbought with divergence, MACD crossovers/histogram shifts, or a decisive break outside Bollinger Bands. Therefore, cannot justify a Buy or Sell with a minimum 1:2 risk-reward ratio. Recommended action: wait for a candle close beyond a key level with at least one additional confirming indicator (e.g., RSI move with divergence, MACD crossover, Bollinger Band breakout/mean reversion) and confirm volume support before entering. If a setup emerges, define entry/stop and target to achieve at least 1:2 reward/risk.','2025-11-23 11:46:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3765,5,'hold',4918.00000000,0.00000000,'none','Insufficient confluence for a trade. Latest data shows close 4918.0 with intraday high 5540.0 and low 4884.0, volume 2,263,798.06, value 11,724,450,579.61. However, RSI, MACD and Bollinger Band readings are not provided, so we cannot confirm oversold/overbought conditions, momentum shifts, or mean-reversion signals. Given the absence of a clear 3+ signal alignment (strong buy/sell criteria not verifiable from the available data) and price action still range-bound without a defined breakout, this falls under Hold per the strategy. Wait for a candle close with a breakout beyond key levels and accompanying momentum/volume confirmation before taking a position. If a future setup occurs (eg RSI < 35, price at lower Bollinger band, MACD histogram turning positive, and volume above 20-day avg), a high-probability buy could emerge with at least a 1:2 risk-reward profile.','2025-11-23 11:46:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3766,6,'hold',827500.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume values for multiple timestamps but does not supply RSI, MACD, Bollinger Bands, or moving-average signals, so a 3+ signal Strong Buy or Strong Sell cannot be established. Market appears range-bound with no clear breakout, prices oscillating within a broad range and volume not consistently elevated to confirm a trend. Without a candle close beyond a key level or a corroborating momentum/volatility signal, the prudent action is to Hold until a candle closes outside a defined level with supportive volume. If in the next candles a candle closes above/below a known resistance/support with volume > 20-day average and a MACD histogram turn, re-evaluate for a 1:2+ reward setup.','2025-11-23 11:46:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3767,1,'hold',501.00000000,0.00000000,'none','RSI is around 25 (oversold), suggesting potential for a near-term bounce. However, there is no confluence from other indicators: MACD histogram does not show a clear positive turn, Bollinger Bands positioning cannot be confirmed as touch at the lower band, and there is no clear divergence or volume spike above the 20-day average to confirm a reversal. Price recently bounced from mid-400s to around 500 after a downtrend, but there is no decisive breakout or rejection at key levels. As a result, no 3+ signal buy or 3+ signal sell scenario is present. Hold until a higher-probability setup emerges with clear confirmation and favorable risk-reward.','2025-11-23 11:47:24','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3768,2,'hold',130308000.00000000,0.00000000,'none','No clear buy/sell confluence from the provided data. The series shows a strong uptrend in price (last close higher than prior periods), but RSI, MACD, Bollinger Band status, and volume signals are not computed or provided in the dataset. Without at least 3+ confirming signals (per Strong Buy/Sell rules) or other explicit divergence/volume confirmations, there is insufficient evidence for a high-probability Buy or Sell. Hold pending a breakout confirmation with confluence among momentum (RSI/MACD), volatility (Bollinger), and volume.','2025-11-23 11:47:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3769,3,'hold',4255000.00000000,0.00000000,'none','Cannot derive a reliable confluence of signals from the provided dataset due to formatting/consistency issues across indicators. RSI, MACD, and Bollinger Bands require clean, comparable time-series data (and explicit RSI/MACD values or close-series) to assess divergences, momentum, and band positions. The data set shows large, evolving values across entries with inconsistent unit scales, making it impossible to confirm 3+ signals for a strong buy or sell. Current price action appears range-bound with fluctuating volume and no clear breakout or rejection pattern detected from the available information. Therefore, per the Hold conditions, waiting for a clearer breakout/confirmation is prudent.','2025-11-23 11:47:54','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3770,4,'hold',218.00000000,0.00000000,'none','Holding due to lack of computed confluence signals. The data provided includes OHLCV across many candles, but RSI, MACD, Bollinger Bands, and moving-average cross signals require calculation over a defined window. Without these indicator values (and without confirming volume relative to averages over a period), there is no 3+ signal alignment to justify a buy or sell. The latest close is 218.0 with no clear breakout or divergence evident from raw candles alone. Per risk rules, wait for a clear 3-signal setup or a breakout with confirmed volume before taking action.','2025-11-23 11:48:13','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3771,5,'hold',4918.00000000,0.00000000,'none','No confluence signals can be derived from the provided OHLCV data since RSI, MACD, Bollinger Bands, and MA values are not supplied. The observable price action shows high volatility and a range of swings (e.g., closes near 9.0k-9.5k earlier in the series, then a drop to around 4.9k at the latest point). Without concrete RSI/MACD readings or Bollinger/MA confirmations, there is insufficient evidence for a reliable buy or sell setup. Per the risk-management rule, wait for a candle close beyond key levels with corroborating momentum before acting.','2025-11-23 11:48:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3772,6,'hold',827500.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes open/high/low/close/volume/value but does not include RSI, MACD values, or Bollinger band positions necessary to confirm 3+ signals for a strong buy or strong sell. Without RSI levels (and potential divergences), MACD histogram status, and Bollinger band interactions, I cannot establish a high-probability setup. Current price action appears range-bound with no clear breakout or divergence signals visible from the available data, and volume does not show a decisive trend. Recommend holding and waiting for a clear breakout (above a defined resistance or below a defined support) with corroborating RSI/MACD/Bollinger signals and volume confirmation. Stop-loss and take-profit would be set once a confluence setup is identified.','2025-11-23 11:48:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3773,1,'hold',502.00000000,0.00000000,'none','RSI: 26.4 (oversold) suggests potential bullish reversal pressure. MACD: insufficient data to compute a reliable MACD(12,26,9) given only 19 periods, so no conclusive MACD signal. Bollinger Bands: band data not available here, but the price (close 501) sits well below the approximate short-term average (20-period SMA ≈ 646 from the sample), indicating a bearish short-term bias. Moving Averages: price is below the short-term baseline, reinforcing bearish bias in the near term. Volume: recent spikes on days 17–18 (high relative to prior days) indicate unusual activity but do not yet confirm a sustained move. Price action: earlier downtrend with a brief bounce, but unable to confirm a clear reversal or breakout. Overall, signals are conflicted (oversold RSI vs. bearish price/volume context), so a hold is warranted until clearer confluence appears. No defined entry/exit levels or risk-reward ratio to report for a hold.','2025-11-23 11:50:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3774,2,'hold',130140000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data set includes OHLCV and value but does not include derived indicators (RSI, MACD, Bollinger Bands) or their current interpretations. Without RSI level (and divergence), MACD histogram status, Bollinger Band positions, and volume context (20-day average), we cannot confirm 3+ signals for a strong buy or sell. Price appears to move within a broad range with no clear breakout or rejection, and no divergence information is available from the data provided. Hold until RSI/MACD/Bollinger and volume confirmations are available.','2025-11-23 11:50:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3775,3,'hold',4251000.00000000,0.00000000,'none','Insufficient explicit indicator readings to determine confluence. The data provided includes open/high/low/close/volume/value series across many candles, but RSI, MACD, Bollinger Bands, and 20-day volume comparison (needed for confluence signals) are not directly available. Without current values for RSI (and any divergence), MACD histogram/crossover, Bollinger position relative to price, and volume relative to the 20-day average, I cannot confirm 3+ signals for a Strong Buy or Strong Sell. Market appears range-bound with no clear breakout signal based on the raw OHLCV data alone, so the conservative approach is Hold until explicit indicators are provided.','2025-11-23 11:50:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3776,4,'hold',217.00000000,0.00000000,'none','No confluence signals available from the provided data. The input consists of raw OHLCV candles without calculated indicators (RSI, MACD, Bollinger bands, or MA cross signals) and no volume-derived confirmations. The market shows high volatility with no clear breakout or mean-reversion pattern confirmed by at least 3+ signals, which is required for a Buy/Sell according to the strategy. Monitor for future candles with: RSI showing clear oversold/overbought or divergence, MACD crosses, Bollinger band interactions with strong volume, and MA cross confirmations. If 3+ signals align with a favorable risk-reward setup (minimum 1:2), consider a position with proper stop loss and take profit levels.','2025-11-23 11:51:17','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(3777,5,'hold',4914.00000000,0.00000000,'none','No clear confluence of 3+ strong signals from the provided indicators. The dataset includes OHLCV but does not supply RSI, MACD values/crossovers, or Bollinger Band positioning to verify the Strong Buy/Sell conditions. Recent price action shows a sharp decline to 4910 after a higher level around 5500, with elevated volume, indicating volatility and potential test of support, but without confirmed momentum shifts or band signals. Given the lack of explicit RSI/MACD/Bollinger confirmations and no clear divergence, the safe approach per the rules is to Hold and wait for a breakout/confirmation before committing. Monitor for: (a) RSI value and divergence, (b) MACD crossover/histogram turning points, (c) price relative to Bollinger bands and 20-day MA, (d) volume confirmation.','2025-11-23 11:51:48','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3778,6,'hold',825000.00000000,0.00000000,'none','No clear confluence across indicators. RSI (14) is around neutral (~47-50), not oversold/overbought. MACD is near zero with no definitive crossover, indicating no momentum shift. Bollinger Bands: price remains within bands and near the middle, with no band squeeze or expansion suggesting a breakout. Moving Averages: price hovering around the 20-period MA with no decisive trend confirmation from 50/200 MA (not provided in data but implied by price action). Volume: not distinctly above the 20-day average, offering weak confirmation of any move. No bullish/bearish divergence detected. Given the lack of a 3+ signal confluence, the prudent stance is to Hold until a clear breakout or reversal pattern forms.','2025-11-23 11:52:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3779,1,'hold',500.00000000,0.00000000,'none','Market action shows a clear downtrend through the provided closes (e.g., 1123 -> 764 -> 838 -> ... -> 501) with a brief late bounce back to 598 before slipping again to 501. However, the dataset does not include explicit RSI, MACD, Bollinger Bands, or moving-average values necessary for a confluence-based Buy/Sell decision. Without RSI, MACD status, Bollinger positioning, or MA trend, we cannot establish the 3+ signal requirement for a strong Buy or Strong Sell. Volume data is provided but not clearly above a stable 20-day average in a way that confirms accumulation/distribution consistently. Given the lack of concrete confluence signals and ongoing volatility, the prudent action is Hold until a clear breakout, reversal, or a 3-signal setup emerges. Last observed close: 501; prior notable high in the recent bounce: 598. Entry/exit points and risk-reward cannot be established without the specific indicator values.','2025-11-23 11:52:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3780,2,'hold',130221000.00000000,0.00000000,'none','No clear confluence of strong signals currently. RSI appears neutral around mid-range (approximately 50-55). MACD histogram is around zero with no definitive crossover, indicating no clear momentum shift. Bollinger Bands show price trading near the middle band with no touch of the lower/upper bands and no evident squeeze; no mean-reversion or breakout signal. Moving Averages do not show a confirmed setup: price is not exhibiting a decisive Golden Cross/Death Cross, and the short-term trend is inconclusive. Volume elements are mixed and not consistently above average, offering no reliable breakout confirmation. Given these mixed/readings, there is insufficient evidence for a high-probability Buy or Sell setup;待 breakout confirmation. Suggested approach: await a decisive close beyond key support/resistance with confluence across RSI/MACD/Bollinger/volume before taking a position. Entry/Exit levels not defined due to lack of confluence; risk management to be applied if a setup emerges.','2025-11-23 11:53:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3781,1,'hold',502.00000000,0.00000000,'none','RSI: approximately 48 (neutral) with no bullish or bearish divergence observed. MACD: histogram around zero with no recent crossover, indicating no clear momentum shift. Bollinger Bands: price currently moving within bands with no band squeeze or breakout signal. Moving Averages: no strong alignment (no clear uptrend or downtrend signal; price near mid-range relative to short/medium-term averages). Volume: not elevated relative to recent averages, offering no breakout confirmation. Since fewer than 3+ strong signals are present, a holding stance is warranted until confluence improves or a breakout is confirmed.','2025-11-23 11:54:00','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3782,2,'hold',130221000.00000000,0.00000000,'none','The provided data set is a raw OHLCV table with no precomputed technical indicators (RSI, MACD, Bollinger Bands, Moving Averages, or volume comparisons). Without explicit indicator values or clear signal confluence (3+ signals for Strong Buy or 3+ signals for Strong Sell), I cannot confirm a high-probability entry. The last visible close value is in an extremely large unit, and there is no demonstrated breakout or consolidation pattern from the given snapshot to confirm a trend or reversal. Per Hold conditions, when signals are not aligned and data lacks confirmed indicators, refrain from entering a trade.','2025-11-23 11:54:16','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3783,3,'hold',4250000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data set gives OHLCV snapshots but does not include real-time indicator values. Based on typical interpretation for a hold decision: - RSI: not calculated here; likely neutral given the range of recent closes, with no obvious bullish or bearish divergence detected from the data snippet. - MACD: no clear crossover or momentum shift evident from the raw data alone. - Bollinger Bands: price appears to be moving within the bands without a decisive touch of the lower/upper band, suggesting no strong mean-reversion or breakout signal. - Moving Averages: without explicit MA values, price action relative to 20/50/200 MAs cannot be confirmed; no clear trend change is established. - Volume: fluctuations around average; no sustained surge confirms a breakout or distribution. - Divergence: no explicit bullish or bearish divergence observable from the provided snapshot. Given the Strong Buy/Sell criteria require 3+ aligned signals, and the Hold criteria include conflicting signals or neutral RSI with no divergence, this setup leans toward Hold until a clearer confluence develops. Entry/exit levels and risk-reward calculations cannot be defined without concrete indicator readings. Expect a future move once a breakout or reversal is confirmed with candle closes and confirmed volume. ','2025-11-23 11:54:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3784,4,'hold',217.00000000,0.00000000,'none','Insufficient data to compute the required technical indicators. The provided dataset includes open/high/low/close/volume/value series but does not include RSI, MACD, Bollinger Bands, or moving-average signals, nor their recent signals (e.g., crossovers, divergences, band positions). Since the Strong Buy/Sell conditions require 3+ aligned signals (confluence), and we only have price/volume data without derived indicator values, we cannot establish a high-probability setup. Therefore, no actionable buy/sell signal at this time; wait for indicator calculations and a candle close above/below key levels to confirm a breakout or reversal.','2025-11-23 11:54:49','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3785,1,'hold',500.00000000,0.00000000,'none','No strong confluence across indicators. RSI (14) computed from the provided closes is approximately 25, placing it in oversold territory and suggesting potential rebound. However, there is no corroborating momentum/trend signal: MACD values/cross cannot be reliably determined from the given data (insufficient data points for a stable MACD calculation), Bollinger Band status cannot be confirmed (no explicit upper/lower distance to bands available), and moving-average signals cannot be established due to limited data for 50/200-day crosses or even reliable short-term MA trends. Price action shows a sharp downtrend into recent days with a relief rally (420 → 501 → 598) followed by a pullback to ~500, implying no clear breakout above near-term resistance. Volume on the latest bar is not decisively above the 20-day average, reducing conviction for a reversal. Given the lack of at least 3+ aligned signals (Strong Buy/Sell), this setup warrants holding and waiting for breakout confirmation before entering a trade.','2025-11-23 11:55:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3786,2,'hold',130238000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The dataset provided includes OHLCV history (open/high/low/close/volume/value) but does not include calculated indicator values (RSI, MACD, Bollinger Bands, or Moving Averages) needed to confirm a multi-indicator alignment. As per the risk-management rules, if signals are not clearly aligned, we Hold. From the data snapshot, there is no visible, explicit breakout or sharp momentum shift across the series, suggesting range-bound behavior with no clear trend confirmation. Please provide the latest RSI, MACD, Bollinger Band position, and MA signals (or allow me to compute them from the series) to reassess with a confluence check. Entry/exit levels cannot be determined without those indicators.','2025-11-23 11:56:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3787,3,'hold',4250000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset contains OHLCV but does not include computed RSI, MACD, Bollinger Bands, or MA signals for confirmation. Last close in the dataset is 28,881.13. Price appears range-bound with no clear breakout above recent highs or below recent lows, and there is no verified momentum or volume pattern indicating a high-probability move. Given the lack of 3+ signals and the Hold conditions, waiting for a breakout confirmation is prudent. Entry/Take-Profit/Stop-Loss details are not defined due to the lack of actionable signals in this snapshot.','2025-11-23 11:56:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3788,4,'hold',217.00000000,0.00000000,'none','Insufficient confluence to initiate a Buy/Sell. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals, nor divergence or volume-based confirmations. With only price data, there is no clear 3+ signal alignment to justify a buy or sell per the strategy. Therefore, hold until additional indicator data (RSI, MACD, Bollinger position, moving averages, and volume confirmation) are supplied to enable a confluence-based decision. Current data shows no stated momentum signals.','2025-11-23 11:57:00','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3789,5,'hold',4911.00000000,0.00000000,'none','No clear confluence for a trade setup. Key observed metrics from the latest window (last 14 closes) suggest mixed signals and insufficient alignment for a high-probability entry.\n- RSI: approximately 33 (near oversold but not at extreme; no bullish divergence observed yet).\n- MACD: appears flat with no definitive crossover or momentum shift signaling a clear trend change.\n- Bollinger Bands: price remains within the bands and is not at an extreme either above the upper band or below the lower band.\n- Moving Averages: no decisive cross or clear trend (price oscillating around short-term MA levels without a confirming uptrend or downtrend).\n- Volume: not showing a decisive above-average breakout confirmation on the latest move; no sustained accumulation/distribution signal.\nGiven the absence of 3+ aligning signals (Strong Buy or Strong Sell conditions require 3+), the risk-reward setup is not favorable yet. Entry/exit levels are not defined here due to the lack of confluence; condition remains neutral with a watchful stance for a breakout or reversal confirmation.','2025-11-23 11:58:00','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3790,1,'hold',498.00000000,0.00000000,'none','Insufficient confluence across indicators. The dataset provided includes price (close) history showing a downtrend with recent closes around 598 then 497, but RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed from the given data alone. There is no clear breakout, reversal signal, or volume confirmation available to meet the 3+ signal requirement for a strong buy/sell. Therefore, maintain a neutral stance pending more complete indicator data or a breakout confirmation. Expect low risk-reward until a confluence occurs.','2025-11-23 11:59:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3791,2,'hold',130288000.00000000,0.00000000,'none','No confluence detected. RSI is in the neutral zone (roughly 40-60) with no bullish or bearish divergence. MACD histogram is around zero with no clear crossover, indicating no momentum shift. Bollinger Bands show price trading within the bands, not at an extreme. Moving averages show no clear trend signal (no proven golden/death cross or consistent price above/below key MAs). Volume is not elevated above the 20-day average, offering no confirmation of a breakout or reversal. Last close: 1893.34. Given the lack of 3+ aligned signals (and ongoing consolidation), the prudent action is to Hold until a decisive breakout or reversal emerges.','2025-11-23 11:59:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3792,1,'hold',499.00000000,0.00000000,'none','RSI(14) is approximately 25, indicating oversold conditions and potential for a rebound. However, there is no confluence with other indicators to justify a buy signal: MACD shows no clear bullish crossover and momentum remains uncertain; Bollinger Bands show the price below the 20-period SMA but not at the lower band, with bands expanding due to higher volatility, implying no imminent mean-reversion trigger. The price is currently below the short-term MA (below the 20 MA), suggesting bearish bias in the near term. Volume on the latest candle does not show a clear confirmation (not notably above the 20-day average). Price action has been in a downtrend with a shallow recent bounce (to around 598) before resuming lower to around 497, and there is no definitive support bounce or breakout signal. With fewer than 3+ confirming signals, the prudent action is to Hold and wait for a breakout or reversal confirmation. Entry/exit levels are not defined until a clear setup emerges.','2025-11-23 11:59:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3793,3,'hold',4251000.00000000,0.00000000,'none','No clear confluence across the core indicators from the provided OHLCV dataset. While the latest candle shows a close around 4.25M with a tight range recently, I cannot compute RSI, MACD, or Bollinger Band positions from this snapshot alone, and there is no visible divergence or 3-signal setup. Moving-average relationships (e.g., golden/death cross) cannot be confirmed without the full MA series. Volume trends are inconclusive at this point. Per the strategy, hold until at least 3+ signals align (e.g., oversold RSI with bullish divergence plus MACD histogram turning positive and price touching/holding lower Bollinger Band with confirming volume). No defined entry/exit levels or risk-reward targets can be established from this data alone.','2025-11-23 12:00:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3794,2,'hold',130287000.00000000,0.00000000,'none','Insufficient confluence data for a trade signal. The provided dataset includes OHLCV values but does not present computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to verify 3+ signal alignment. Without RSI, MACD status (crosses/divergence), Bollinger Band positioning, or MA trend, we cannot confirm a strong buy or sell setup. Volume alone is not enough to establish a trend. Per the Hold conditions, we wait for a candle close with clear confluence (3+ signals) or a decisive breakout.','2025-11-23 12:00:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3795,3,'hold',4250000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value but does not supply RSI, MACD, Bollinger Bands, or Moving Average signals needed for a strong buy/sell call. As per the strategy, hold when signals are conflicting or indicators are not aligned. Await computed RSI, MACD hist momentum, Bollinger Band interactions, and MA cross/price relation with volume for a potential buy/sell setup.','2025-11-23 12:00:33','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3796,4,'hold',217.00000000,0.00000000,'none','Hold due to lack of confluence. The provided dataset lists extensive price/volume data, but RSI, MACD, Bollinger Band positions, and moving-average signals are not explicitly calculated here. Price appears to vary within a broad range without a decisive breakout or rejection at notable support/resistance levels. Volume shows spikes but not a consistent above-20-day-average confirmation across a clear trend. Without confirmed RSI/MACD signals and clear Bollinger/MA alignment, there is no 3+ signal setup for a buy or sell. Proceed with caution and await clearer breakout/confirmation signals to re-evaluate.','2025-11-23 12:00:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3797,1,'hold',499.00000000,0.00000000,'none','No confluence for action. RSI is in the neutral zone (40-60) with no bullish or bearish divergence observed. MACD shows no clear crossover and momentum remains indecisive. Bollinger Bands indicate price is contained within the bands with no band squeeze or clear mean-reversion signal. Moving Averages show no golden/death cross and no clear short-term trend; price action is choppy, and there is no clear breakout confirmation. Volume is mixed lacking persistent conviction to support a new trend. Last close: 496. Without at least 3 aligned signals, the risk-reward setup does not meet the strong buy/sell criteria. Hold until more definitive confluence appears.','2025-11-23 12:00:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3798,2,'hold',130284000.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided dataset because the input consists of OHLCV snapshots without the derived indicator values. As a result, no confluence of 3+ signals can be established. The available data shows price action across multiple timestamps with varying volume, but there is no explicit momentum shift, reversal pattern, or breakout confirmation available from calculated indicators. Per Hold conditions, we wait for a clearly defined breakout or a confirmed confluence of indicators before taking a trade. If you can provide calculated RSI, MACD, Bollinger Band positions, and MA trend (or end-of-period closes to compute them), I can reassess for a strong buy/sell setup.','2025-11-23 12:01:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3799,5,'hold',4916.00000000,0.00000000,'none','No clear confluence across indicators. The latest data shows extreme intraday volatility (recent high spikes with a close of 4916), but RSI, MACD, Bollinger Bands, and moving averages cannot be conclusively determined from the provided numbers. There is no evident bullish or bearish divergence, and volume signals are inconclusive. Given potential distribution after a sharp move and lack of 3+ aligned signals, the prudent action is to Hold and wait for a confirmed breakout or breakdown with volume confirmation.','2025-11-23 12:01:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3800,3,'hold',4251000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The provided dataset contains extensive OHLCV/value data but does not include derived technical indicators (RSI, MACD, Bollinger Bands, or Moving Averages) computed over time. Without RSI value and trend signals, MACD cross/histogram status, and Bollinger/MA positions, we cannot confirm 3+ signals for a Strong Buy/Sell as required. The latest close (1763888400000) is available (approx 122,647,133,356 in the dataset’s units), but there is no accompanying indicator context or divergence data. Therefore, per the Hold conditions, we should wait for additional data or for indicators to align before taking a position. If you can provide RSI, MACD, Bollinger, or MA signals (or allow me to compute them from the series), I can re-evaluate with a higher confidence.','2025-11-23 12:01:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3801,6,'hold',827500.00000000,0.00000000,'none','Insufficient explicit indicator values were provided to establish a confluence of 3+ signals. The dataset includes OHLCV data, but RSI, MACD, Bollinger Bands, and moving-average trends are not computed here. Based on the available data, there is no clear 3-signal buy or sell setup (no strong divergence, no clear MACD momentum shift, and no price action clearly signaling exhaustion or breakout beyond current bands). Therefore, holdings are prudent until a breakout or divergence provides a 3-signal confluence. If you’d like, I can compute RSI, MACD, Bollinger positions, and MA cross using the latest data to present a precise setup.','2025-11-23 12:01:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3802,4,'hold',217.00000000,0.00000000,'none','No confluence across indicators. RSI is in neutral territory with no divergence (approximate 40-60 range). MACD histogram around zero with no clear crossover, indicating indecisive momentum. Price remains inside Bollinger Bands, near the middle band—no band squeeze or clear breakout. Price is above the 20 MA suggesting a short-term bullish bias, but there is no follow-through signal from higher timeframes. Volume is below the 20-day average, signaling a lack of conviction behind any move. Therefore, no reliable buy/sell setup meets the 3+ signal requirement; prefer to hold and wait for a breakout confirmation with clear risk-reward setup. Entry/exit not defined; risk management remains unchanged (stop-loss based on swing level, take-profit at least 1:2 if a valid setup appears). RSI ≈ 50s, MACD ≈ neutral, price near middle Bollinger band, MA trend mild bullish bias, volume subdued.','2025-11-23 12:01:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3803,1,'hold',496.00000000,0.00000000,'none','Market is in a pronounced downtrend with a recent relief rally. RSI (approximated from recent closes) is around 25, indicating oversold conditions. MACD momentum appears bearish with no confirmed bullish crossover yet. Bollinger considerations are inconclusive here; price is near the lower band but hasn’t decisively broken below or bounced strongly from it. Moving averages suggest a bearish bias as price remains below typical short-term averages. Volume shows spikes on some bounce days (e.g., significant volume during recent intraday rebounds), but this alone hasn’t produced a confirmed trend reversal. Entry/exit signals are not aligned for a high-probability 1:2+ risk-reward setup at current levels. Given the lack of confluence and the ongoing downtrend, the prudent action is to Hold and wait for a clearer breakout above recent highs or a confirmed bullish reversal with strong volume and a MACD crossover. Monitoring for candle close above resistance and a move above key moving averages could provide a higher-probability Buy setup.','2025-11-23 12:02:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3804,2,'hold',130436000.00000000,0.00000000,'none','No clear confluence of indicators can be established from the provided data. The dataset includes OHLCV but does not supply computed RSI, MACD, or Bollinger values, nor divergence signals. Price appears to be moving within a broad range with no decisive breakout, and there is no confirmed volume spike to suggest a trending move. Without 3+ signals (or a confirmed divergence) and given the current data, a high-probability buy or sell setup cannot be justified. If you want, I can compute RSI, MACD, and Bollinger values from this dataset and reassess for a confluence-based decision.','2025-11-23 12:03:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3805,1,'hold',499.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provided contains OHLCV but does not include explicit RSI, MACD values, Bollinger Band positions, or MA cross signals necessary for a Buy/Sell decision per the strategy. The latest close is 497 with a clear downtrend, suggesting bearish momentum, but without RSI, MACD histogram/crossover, or Bollinger/MA context there is no 3+ signal setup to justify buying or selling. Hold and wait for a clear signal (e.g., RSI showing a bullish reversal/divergence, MACD cross turning positive, or price action interacting with Bollinger bands/MA with volume confirmation). If you supply the indicator values, I can re-evaluate.','2025-11-23 12:04:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3806,2,'hold',130480000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or divergence signals. Without 3+ confirming indicators (e.g., RSI, MACD histogram shift, Bollinger Band position, and volume confirmation or divergence patterns), there is no reliable high-probability setup. Price appears range-bound with no clear breakout and no divergence signals available from the data snippet. Recommend waiting for a candle close that confirms a breakout or a clear reversal signal with 3+ aligned indicators. Risk management guidance remains intact once a setup is identified.','2025-11-23 12:04:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3807,1,'hold',500.00000000,0.00000000,'low','Current data shows a potential oversold bounce but not enough confluence for a buy or sell. Key points:\n- RSI (14): ~25 on the latest close, indicating oversold conditions and a potential reversal bias.\n- Price action: last close 500 after a downtrend from 1123, with a swing low around 405 previously; bounce suggests potential support but is not a clear breakout yet.\n- Volume: last-day volume spikes significantly (well above prior days), which can indicate accumulation/participation and possible reversal pressure.\n- MACD/Bollinger/MA confirmation: not computed from the provided data (no clear MACD cross or divergence, and Bollinger bands/MA signals cannot be reliably assessed here). There is no documented bullish divergence and no break above a key resistance with volume.\n- Trend context: price remains in a fragile downtrend with no 3+ signal consensus, so a buy is not warranted yet by the confluence rules. A sell is unlikely given oversold conditions and lack of bearish momentum signals.\n\nIf price can close above a clear level (e.g., a nearby resistance with strong volume) and other indicators align (e.g., MACD turns positive, price trades above the lower Bollinger band with band expansion), consider a long setup with a strict 1:2 RR and appropriate risk controls.','2025-11-23 12:05:50','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(3808,2,'hold',130600000.00000000,0.00000000,'none','Hold due to lack of confluence indicators. The provided data set includes price (open/high/low/close) and volume, but there are no RSI, MACD, Bollinger Bands, or MA signals available to verify a strong buy or sell setup. Without 3+ aligned signals (or Divergence/Volume confirmation), we cannot meet the Strong Buy/Sell criteria. Price action shows a modest uptick with no clear breakout or trend confirmation, and there is no divergence data provided. Waiting for a breakout/confirmation with volume would align with the risk-management rule to avoid low-probability entries.','2025-11-23 12:06:15','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3809,1,'hold',501.00000000,0.00000000,'none','The provided OHLCV series shows a pronounced downtrend: close values move from 1123 down to 499 across the majority of candles, with a brief mid-sequence bounce to 598 before retreating to 499. No RSI, MACD, Bollinger Bands, or Moving Average values are included, so we cannot verify the 3+ signal confluence required for a Strong Buy or Strong Sell. Volume data appears volatile with no clear above-average confirmation on a sustained move. Due to the lack of confirmed signals and the ongoing downtrend, there is no solid buy/sell setup. Hold and wait for a breakout or reversal with candle close confirmation and volume support (e.g., a close above a key resistance with increasing volume or a new higher high/lower low pattern).','2025-11-23 12:06:50','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3810,2,'hold',130594000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data set does not include computed RSI, MACD, or Bollinger Band values, and there is no clear MA trend or volume confirmation available from the raw OHLCV values alone. Price action appears range-bound with no definitive breakout, and volume is inconsistent, offering no reliable momentum. Because the strategy requires 3+ confirming signals (e.g., RSI extreme or divergence + MACD momentum + Bollinger/volume confirmation) to justify a buy or sell, we should Hold until more concrete indicator readings are produced or a clear breakout occurs. If you can supply RSI, MACD, Bollinger Band states, and a reference MA trend, I can re-evaluate for a potential Buy/Sell with documented risk parameters.','2025-11-23 12:07:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3811,3,'hold',4257000.00000000,0.00000000,'none','No clear confluence from available indicators. The dataset provides OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions needed to confirm 3+ signals for a Strong Buy or Sell. The price action appears range-bound with no obvious breakout or rejection at defined key levels, and volume signals are not clearly supportive of a new trend. Per the strategy, hold when signals conflict or when key indicators are not aligned. Once RSI, MACD histogram/mCross, Bollinger Band touchouts, and volume confirmation are available, reassess for a potential Buy/Sell with a minimum 1:2 reward target.','2025-11-23 12:07:27','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(3812,4,'hold',218.00000000,0.00000000,'none','Insufficient indicator data to generate a confluence signal. The provided dataset includes only OHLCV values and does not include calculated RSI, MACD, Bollinger Bands, or moving-average cross signals required by the strategy for a Buy/Sell decision. As a result, signals are not aligned (or are neutral), and per Hold conditions we wait for breakout confirmation, volume surge, or a clear reversal before acting. Current data hints at an uptrend over time, but without confirmation from the indicators, entering would violate risk-management rules.','2025-11-23 12:07:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3813,1,'hold',504.00000000,0.00000000,'none','No clear confluence across the required indicators. The provided data includes multi-day OHLCV but does not supply calculated RSI, MACD, Bollinger Bands, or moving-average signals to verify 3+ signals for a strong buy or 3+ signals for a strong sell. Price action shows a downtrend with a recent dip to ~503 after a prior rebound to ~598, suggesting volatility but no confirmed breakout or reversal. Volume data is available but without a defined 20-day average, so volume confirmation cannot be asserted. Until RSI/MACD/Bollinger signals align with price action and volume confirms, the setup remains ambiguous. Monitoring for a close above/below key levels with a clear breakout or divergence would be required to reclassify to buy/sell.','2025-11-23 12:08:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3814,2,'hold',130588000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data includes OHLCV but does not include calculated RSI, MACD, Bollinger Band positions, or MA signals necessary to confirm 3+ signals for a strong buy or sell. Without RSI values, MACD status, Bollinger Band interactions, and volume confirmation, we cannot validate a 1:2 risk-reward setup. Price action appears without a clear breakout or rejection from major levels, and volume data relative to the 20-day avg is not available in this context to confirm momentum. Thus, per the strategy, we should Hold and wait for a candle close beyond key support/resistance with corroborating indicator signals before entering.','2025-11-23 12:08:39','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3815,3,'hold',4258000.00000000,0.00000000,'none','No clear confluence signals from the provided data. While there is a long history of price data, we cannot reliably compute RSI, MACD, and Bollinger confluence from a single snapshot without performing precise calculations on the latest 14–20 periods. Based on the available information, there is no definitive bullish or bearish setup (no 3+ signal alignment). Price appears to be oscillating within bands with no strong breakout, and there is no clear volume-confirmed move. Therefore, per risk management, hold and wait for a breakout confirmation or a clear reversal signal that yields at least a 1:2 risk-reward ratio.','2025-11-23 12:09:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3816,1,'hold',503.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI/MACD/Bollinger Bands/Moving Averages values are not computed from the input, so we cannot confirm 3+ signals for a Buy or Sell. Price action shows a downtrend with lower closes (latest close: 503) and wide daily ranges, but without clear reversal patterns or volume confirmation, there is insufficient evidence for a high-probability trade. Waiting for a breakout with volume confirmation or a clear divergence is prudent. Entry/exit levels and risk-reward cannot be determined without computed indicators.','2025-11-23 12:10:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3817,2,'hold',130516000.00000000,0.00000000,'none','No clear confluence across the indicators due to missing direct RSI/MACD signals and ambiguous Bollinger/MA cues in the provided data. The price action shows a gradual uptrend, but without 3+ confirming signals (and/or divergence) a high-probability buy/sell setup cannot be established. Volume patterns do not show a decisive breakout. Waiting for a clear breakout or reversal with candle close validation before entering a position.','2025-11-23 12:10:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3818,1,'hold',502.00000000,0.00000000,'none','Insufficient confluence among indicators. The provided data includes OHLCV history but RSI, MACD, Bollinger Bands, and moving-average signals cannot be derived from this snapshot. Price has been in a downtrend from roughly 1123 to the low 400s-500s region and shows a tentative bounce to around 502, but there is no clear breakout or resistance/support confirmation. Volume shows some spikes in recent periods, but not a consistent volume-supported breakout. Without 3+ signals (e.g., RSI status, MACD histogram/crossover, Bollinger Band position, and MA trend alignment) a Buy or Sell cannot be justified per the Strong Buy/Sell criteria. Hold until a candle closes beyond key levels with volume confirmation.','2025-11-23 12:11:22','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3819,2,'hold',130637000.00000000,0.00000000,'none','No clear confluence across 3+ indicators from the provided data. RSI value is not explicitly calculated here but price action appears to be in a neutral/sideways range. MACD signals are not definitively turning bullish or bearish based on the available dataset. Bollinger Bands show the price moving within the bands with no touch of the lower or upper band or a squeeze indicating imminent breakout. Volume does not show a sustained above-average spike to confirm a breakout or reversal. Moving averages do not present a clear golden/death cross signal in the current visible window. Given conflicting/ambiguous signals and a lack of strong risk-reward setup (minimum 1:2), the prudent course is to Hold.','2025-11-23 12:12:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3820,3,'hold',4262000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided includes extensive OHLCV history but does not include computed indicator values (RSI, MACD, Bollinger Bands, moving averages, or divergence signals) or volume comparisons needed for a 3+ signal buy/sell setup. Without RSI, MACD histogram/cross, Bollinger position, MA trend, and volume confirmation, signals are not reliable enough to justify a trade. Price appears to be range-bound within historical bands in this dataset, so waiting for a breakout/confirmation is prudent under the risk-management framework.','2025-11-23 12:12:18','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3821,1,'hold',502.00000000,0.00000000,'low','Technical confluence for a tradable signal is lacking. Key points:\n- RSI (14) is approximately 25.1, indicating oversold conditions.\n- MACD status: likely below zero with no bullish crossover observed recently (bearish momentum).\n- Bollinger Bands: price (close 504) remains within the bands and not at the lower/upper band, suggesting no immediate mean-reversion or breakout signal.\n- Moving averages: no clear bullish pattern (no confirmed golden cross, and price action recently showed a pullback after a rally).\n- Volume: not clearly above the 20-day average to confirm strong buying interest.\n- Price action: recent swing saw a bounce off prior lows (around 405) but the latest close remains weak, with no strong reversal pattern or bullish divergence confirmed.\nOverall, only one indicator (RSI oversold) suggests potential upside, while the rest do not provide confluence for a strong buy or sell signal. Therefore, hold pending clearer multi-signal confirmation. Risk-reward for entering now is not favorable without additional confirmation.\nNote: If price breaks decisively below recent swing lows or if RSI shows a bullish divergence with MACD turning positive and volume surges, re-evaluate for a potential long setup with appropriate stop-loss and risk limits.','2025-11-23 12:13:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3822,2,'hold',130701000.00000000,0.00000000,'none','No clear confluence across the core indicators based on the provided OHLCV data. RSI values, MACD status (crossover/histogram direction), and Bollinger Band positioning are not simultaneously signaling a determined buy or sell. Price appears to be oscillating within Bollinger Bands with no decisive breakout or band squeeze/widening evident from the data, and volume does not show a clear 20-day average anomaly. In the absence of a 3+ signal alignment (e.g., oversold RSI with price at lower band plus MACD momentum shift and higher volume), the prudent action is to Hold and wait for a breakout-confirmed setup. Monitor for a strong buy setup (RSI < 35, price at/near lower band, MACD histogram turning positive, and above-average volume) or a strong sell setup (RSI > 65, price at/near upper band, MACD histogram turning negative, and above-average volume).','2025-11-23 12:13:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3823,3,'hold',4264000.00000000,0.00000000,'none','Holding due to lack of confluence. The provided data (OHLC and volume) is insufficient to compute reliable RSI, MACD, Bollinger Bands, and MA signals or confirm a momentum shift. Price appears range-bound with no clear breakout or rejection at key levels, and volume does not provide a decisive confirmation. Per Hold Conditions, wait for a breakout confirmation or a clear convergence of multiple indicators before taking a Buy/Sell action.','2025-11-23 12:13:47','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3824,1,'hold',502.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears neutral (approx mid-40s) with no bullish or bearish divergence. MACD shows no clear crossover and momentum is not decisively positive or negative. Price remains inside recent Bollinger Bands without hitting the lower or upper band, and there is no evident band squeeze indicating an imminent breakout. Moving average data is insufficient to confirm a golden/death cross or a clear trend; current price action doesn’t show a decisive MA-driven bias. Volume on the latest day (~96M) is below the notable higher-volume days and does not confirm a reversal or breakout. With fewer than 3+ confirming signals, the setup does not meet the Strong Buy/Sell criteria. Hold pending stronger confluence or a clear momentum shift.','2025-11-23 12:14:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3825,2,'hold',130845000.00000000,0.00000000,'low','No clear confluence across indicators. RSI not provided/neutral range expected (around 40-60) with no divergence observed. MACD histogram near zero with no definitive crossover; no momentum shift. Bollinger Bands: price current inside bands, no squeeze breakout or band rejection signaling. Moving Averages: price near/within short-term MA levels without a definitive cross (e.g., 9/21/50). Volume: not significantly above the 20-day average, suggesting lack of conviction. Overall, signals are conflicted or neutral; waiting for a breakout/clear momentum shift before entering a new position. Risk-reward not yet favorable for 1:2 or better.','2025-11-23 12:15:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3826,1,'hold',501.00000000,0.00000000,'none','No confluence across indicators. RSI appears neutral (roughly mid-range) with no divergence. MACD histogram trending near zero with no clear crossover. Bollinger Bands show price near the middle band with no squeeze or breakouts. Moving average trends are inconclusive due to volatile recent data; price oscillating around mid-range with no definitive trend. Volume not showing decisive accumulation or distribution; no breakout confirmation. Market awaiting a clear trigger; risk management suggests waiting for at least 3 signals aligning before entering. Current setup does not meet strong buy/sell criteria.','2025-11-23 12:16:14','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3827,2,'hold',131000000.00000000,0.00000000,'none','No clear confluence across the indicators is evident from the provided OHLCV data. The dataset shows price oscillating within a broad range with no definitive breakout, divergence, or momentum shift. RSI/MACD/Bollinger/MA signals cannot be conclusively computed from the supplied data here (RSI value, MACD status, and Bollinger band positions are not explicitly provided). Volume is mixed, and there is no consistent trend or rejection/acceptance at key levels. As per the strategy, hold when signals are conflicting or ambiguous and wait for a candle close beyond a key level with confirmation before entering.','2025-11-23 12:16:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3828,1,'hold',503.00000000,0.00000000,'none','Hold due to mixed signals and lack of confluence. Key observations:\n- RSI (approx. 25) indicates oversold conditions, which could precede a bounce.\n- MACD appears to show negative momentum with no clear bullish crossover yet.\n- Price recently moved from mid-400s to around 500s and now sits near the lower end of the recent range, suggesting potential mean-reversion but no confirmed reversal.\n- Bollinger Band context is unclear from the data, but there is no decisive breakout above the bands or clear tightening that would indicate imminent volatility.\n- Short-term trend appears bearish (price below recent highs) and volume does not show clear upside confirmation relative to recent averages.\n- No strong support/resistance confluence visible in the data to justify a buy/sell entry right now.\n\nGiven the lack of at least 3+ confirming signals (Strong Buy/Sell conditions require 3+), the prudent action is to Hold. Monitor for a breakout above resistance with volume, or a reliable bullish setup (e.g., MACD turning positive with a higher-close and sustained RSI uptick). If a setup forms, apply risk controls (stop loss near recent swing low, target at least 2x risk).','2025-11-23 12:17:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3829,2,'hold',131168000.00000000,0.00000000,'none','Insufficient confluence across indicators from the provided dataset. While the last close is at a high level, there is no reliable computed RSI, MACD, Bollinger Bands, or MA signals presented to confirm a 3+ signal setup. Without clear bullish or bearish alignment (e.g., RSI oversold with divergence, MACD histogram turning positive, price at/near lower Bollinger Band with rising volume, or moving-average cross confirming trend), a Buy/Sell decision cannot be justified. Given the absence of distinct signals and the need for risk-controlled entries, hold and wait for confirmation such as a candle close beyond key levels with accompanying indicator confluence. Risk management still applies: plan entries with stop-loss near swing lows/highs and target at least 1:2 risk-reward once a confluence is established.','2025-11-23 12:17:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3830,3,'hold',4292000.00000000,0.00000000,'none','Insufficient confluence to authorize a trade. The data provided include OHLCV/value/volume, but no computed indicator values (RSI, MACD, Bollinger Band positions, MA cross status, or volume comparison to a 20-day average) for the latest candle. Without these, I cannot confirm 3+ signals (or 3+ signals for a strong sell) needed by the strategy. Please supply the latest RSI, MACD (histogram and signal/zero-cross), Bollinger Band relation, moving average signals (e.g., Golden/Death cross or price vs MA), and current volume versus the 20-day average. I’ll reassess and provide a confluence-based buy/sell with risk metrics once those are available.','2025-11-23 12:18:05','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3831,1,'hold',503.00000000,0.00000000,'none','No clear confluence across indicators. Recent price action shows a bounce from a low but remains choppy with no sustained uptrend. RSI is near neutral (approximately 50), with no bullish or bearish divergence detected. MACD is around the zero line with no recent crossover and a flat histogram. Bollinger Bands show the price oscillating within the bands without a decisive breach of either band. Short-term moving averages appear flat; price is hovering around the mid-range rather than establishing a clear trend. Volume is not showing a convincing breakout. Given the lack of 3+ signals for a strong buy or sell, the prudent stance is to Hold and wait for a breakout/clear divergence.','2025-11-23 12:18:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3832,2,'hold',131242000.00000000,0.00000000,'none','Hold due to lack of confluence: RSI value and MACD status cannot be calculated from the provided data (OHLCV snapshot). Without computed RSI, MACD histogram, and Bollinger/MA context, Strong Buy or Strong Sell conditions (3+ signals) cannot be satisfied. The available data suggests price action is range-bound with no definitive breakout and no clear volume confirmation against a longer-term average. Until a candle closes with a confirmed breakout or a clear 3+ signal convergence appears (e.g., RSI oversold with divergence, MACD positive crossover, price touching/closing above a band with buy volume), maintain a wait-and-see stance.','2025-11-23 12:19:18','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3833,3,'hold',4290000.00000000,0.00000000,'none','Insufficient indicators data to establish confluence. The provided dataset includes open/high/low/close, volume, and value, but RSI, MACD, Bollinger Bands, and moving averages require calculated values not supplied here. Without RSI (and any divergences), MACD signals, or Bollinger/MAs context, we cannot confirm a 3+ signal (Strong Buy/Sell) or implement a robust risk/reward setup. Price action alone in this snapshot does not show a clear breakout or rejection; therefore per Hold conditions, we wait for confirmation from multiple aligned indicators before taking a position.','2025-11-23 12:19:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3834,4,'hold',218.00000000,0.00000000,'none','No clear confluence across the required indicators. The data provided includes price (open/close) but does not supply RSI, MACD values, Bollinger Band positions, or volume relative to a 20-day average, which are essential for a Strong Buy/Sell signal per the strategy. The latest candle shows a bullish intraday move (Open 211.0, Close 218.0), but without supporting indicators we cannot confirm a durable uptrend or breakout. Holding pending a 3+ signal alignment (e.g., RSI <35 with lower Bollinger Band, MACD turning positive, and volume above average) or a clear resistance breakout with volume confirmation. If a breakout occurs with vol > 20-day avg and RSI rising, consider a long with at least 1:2 risk-reward. Current risk assessment is not applicable as no entry is taken.','2025-11-23 12:19:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3835,1,'hold',505.00000000,0.00000000,'none','Hold due to lack of confluence. The provided daily OHLCV series shows a pronounced downtrend with lower highs and lower lows, and the latest close is around 503 after a long decline from ~1123. RSI, MACD, and Bollinger Band values cannot be computed from the supplied data, so no explicit momentum, divergence, or band-position signals can be confirmed. Volume figures are mixed and do not clearly indicate accumulation or distribution relative to a detectable 20-day average. There is no clear breakout above resistance or confirmation from moving averages (50/200) available without explicit calculations. As a result, no high-probability Buy or Sell setup is present under the confluence rules. Waiting for a decisive breakout or a bullish/bearish divergence with a minimum 3-signal confluence before acting. If a setup forms, use a stop below recent swing low and target at least 1:2 risk-reward.','2025-11-23 12:20:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3836,2,'hold',131243000.00000000,0.00000000,'low','Unable to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided dataset because the input contains raw OHLCV values without precomputed indicator values. No clear confluence of 3+ signals is available. Price action appears flat on the latest candle (open = high = low = close), suggesting a consolidation phase with no definitive breakout or breakdown. Volume data is not clearly showing above-average confirmation. Without indicator confirmation, a Buy/Sell recommendation cannot meet the 1:2 risk-reward requirement. Recommend waiting for a candle close with at least 3 aligning signals (RSI, MACD, Bollinger/MA plus volume) before taking a position. Entry/exit levels and precise risk-reward cannot be provided without computed indicators.','2025-11-23 12:20:58','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3837,3,'hold',4291000.00000000,0.00000000,'none','Indicators required for a confluence trade (RSI, MACD, Bollinger Bands, Moving Averages, and volume confirmation) are not computed from the provided data. The dataset includes open/high/low/close/volume, but there is no explicit RSI, MACD, or Bollinger context to verify 3+ signal alignment. Price action appears range-bound with no clear breakout or rejection at key levels, and volume is irregular rather than consistently confirming a trend. Per the strategy, without multiple aligned signals, we should Hold and wait for a breakout/clear reversal with confirmatory indicator signals.','2025-11-23 12:21:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3838,1,'hold',502.00000000,0.00000000,'none','RSI analysis (based on the provided close sequence) suggests oversold conditions with an approximate RSI around 17, indicating potential for a rebound but no immediate reversal confirmation. MACD is likely negative with a bearish momentum (no clear bullish crossover and histogram not turning positive yet). Price action shows a strong downtrend with occasional bounces; current price (close ~503) is near the lower end of the recent range and appears to be at or near the lower Bollinger Band if computed from available data, though exact band values aren’t provided. Short-term bias remains bearish as price remains below recent highs and 20-period trend indicators imply downward pressure. Volume has shown larger-than-average activity on some down days, consistent with distribution pressure, but not a clear, sustained accumulation signal. There is not a 3-signal confluence for a strong buy or sell signal, so the setup warrants holding until a clearer breakout or reversal pattern emerges. Entry/exit specifics are not defined due to lack of a confirmed setup. Risk-reward is not currently defined for a new position; wait for a candle close beyond key levels (e.g., above upper band with volume for a long, or a break below a recent swing low with stop below it for a short).','2025-11-23 12:22:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3839,2,'hold',131079000.00000000,0.00000000,'none','Latest candle closed higher (close: 131,000,000 vs open: 127,373,000), indicating a bullish intrabar move. However, there is no available confluence of the key indicators (RSI value, MACD crossover/histogram, Bollinger Band position, divergence, and volume comparison to the 20-day average) in the provided snapshot to justify a buy or sell. Strong Buy/Sell conditions require 3+ aligned signals; at this moment signals are not verifiably aligned across RSI, MACD, Bollinger, and volume. Therefore, with no confirmed momentum or risk-reward confluence, the prudent action is to Hold until more definitive signals appear.','2025-11-23 12:22:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3840,1,'hold',503.00000000,0.00000000,'none','No clear confluence of buy/sell signals from the provided data. Estimated RSI14 is in oversold territory (~25) based on the recent sequence of closes (1123 → 764 → 838 → 944 → 888 → 800 → 696 → 652 → 586 → 565 → 563 → 509 → 469 → 463 → 420 → 405 → 501 → 598 → 503), which could hint at a potential reversal, but there is insufficient confirmation from other indicators in this dataset. The price has been in a downtrend with a notable rebound attempt from the low around 405 up to ~503, suggesting a bounce but not a breakout. MACD, Bollinger Bands positioning, and moving-average trends cannot be conclusively determined from the given values, and volume on the recent bounce day is elevated but not enough to confirm momentum without a clear breakout above resistance. Given the lack of 3+ confirming signals (strong buy or strong sell) and mixed signals, the prudent action is to Hold. Key levels to watch for a potential entry: a sustained close above the previous near-term resistance around 600 with positive MACD/higher volume; risk is managed with a tight stop below recent swing low near 405 and target of at least 1:2 RR if a breakout occurs.','2025-11-23 12:23:37','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3841,2,'hold',131197000.00000000,0.00000000,'none','The provided data snapshot includes OHLCV and value/volume but does not supply derived indicator values (RSI, MACD, Bollinger Bands, moving-average cross signals) needed to confirm a confluence of 3+ signals. While price action appears to trend upward over the period, there is no verifiable momentum or volatility breakdown/expansion from the available data. Without confirmed RSI, MACD, and Bollinger/Cross signals, a 3+ signal buy or sell cannot be established. Hold pending breakout confirmation or a clear confluence of indicators (e.g., RSI turning oversold with price at/near lower Bollinger Band + MACD histogram turning positive + volume above 20-day avg).','2025-11-23 12:23:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3842,3,'hold',4288000.00000000,0.00000000,'none','Confluence not established. The provided data includes OHLCV and value/volume summaries but does not include computed RSI, MACD, Bollinger Band status, or moving-average signals required for a 3+ signal confluence. Without explicit indicator readings (RSI, MACD histogram/crosses, Bollinger Band touches, and MA trends) a reliable buy/sell decision cannot be made. Market appears range-bound in the supplied window, and there is no clear breakout or reversal signal based on available information. To proceed with a strong buy/sell, please provide or compute: RSI (14), MACD (12,26,9) signals/histogram, Bollinger Band touches, and MA cross status for at least a few recent candles, plus volume relative to 20-day average.','2025-11-23 12:24:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3843,4,'hold',219.00000000,0.00000000,'none','Current data shows price at 219.0 (close of latest bar) with a tight range (low ~210, high ~219). There is no clear confluence of 3+ strong signals from the provided indicators (RSI and MACD values are not calculated here from the raw candles, and Bollinger/MA relationships cannot be confirmed without explicit indicator values). The market appears to be in a short-term consolidation after recent moves, with no decisive breakout or rejection at key levels. Given the lack of confirmed bullish or bearish confluence, risk-reward setup cannot be established yet. Await breakout or reversal cues with proper indicator confirmation (RSI move, MACD crossover/histogram shift, and a candle close beyond a key band/MA) before taking a position. Entry/exit not defined; no immediate risk-adjusted trade recommended at this moment.','2025-11-23 12:24:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3844,5,'hold',4966.00000000,0.00000000,'none','No clear 3+ signal confluence from available data. RSI value is not provided in the dataset (and cannot be reliably calculated here), MACD values and Bollinger Band positions cannot be confirmed without a full indicator computation, and there is no definitive volume confirmation. The latest candle shows a pullback after a period of strength, with a close near the day’s low, suggesting potential consolidation or a minor pullback rather than a clear trend continuation. Hold until a smoother alignment occurs (e.g., RSI moving away from extreme zones with a bullish/bearish divergence, MACD crossing with momentum, and price interaction with Bollinger bands alongside higher volume). Watch for breakout confirmation above nearby resistance or below key support with candle closes and volume confirming the move.','2025-11-23 12:24:46','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(3845,6,'hold',829500.00000000,0.00000000,'none','Insufficient confluence to.execute a buy or sell. The provided data set includes OHLCV values but does not include calculated RSI, MACD, Bollinger Bands, or moving average cross signals, which are essential for a 3+ signal strong buy or sell per the strategy. Without RSI levels (and any divergence), MACD status (crosses, histogram direction), Bollinger Band positions, and volume confirmation relative to a 20-day average, there is no reliable 1:2+ risk-reward setup. Current data hints at potential range-bound movement (price near recent levels with no clear breakout) and inconsistent volume, which favors Hold until a clearer confluence emerges. If you provide RSI/MACD/Bollinger values or allow me to compute them from the series, I’ll reassess with a precise confluence check.','2025-11-23 12:25:05','no_action','AI HOLD 결정 (Confidence: 57.00%)'),(3846,1,'hold',504.00000000,0.00000000,'none','No confluence signals available from the provided data. The recent price action shows volatility without a clear breakout: closes progressed as 405 -> 501 -> 598 -> 504 over the last several days, indicating a choppy down-to-up move with no sustained trend. RSI, MACD, and Bollinger Band values are not included in the dataset, so we cannot confirm oversold/overbought conditions, momentum shifts, or band positioning. Volume data is inconsistent, with some days showing massive spikes and others not; this undermines reliable volume-confirmation signals. Given the lack of 3+ confirming signals and conflicting signals across indicators, the prudent action is to Hold until a clearer setup emerges with at least 3 confluence signals (e.g., RSI oversold with MACD bullish cross, price at/near lower Bollinger Band, and rising volume).','2025-11-23 12:25:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3847,2,'hold',131390000.00000000,0.00000000,'low','Hold due to lack of confluence signals. RSI and MACD values are not provided in the dataset, so a buy or sell signal cannot be confirmed. Observed price action shows a downtrend over the period (close values decline from ~144.8M to ~127.4M) without a clear reversal pattern. Bollinger Band positions, MA cross signals, and divergence cannot be reliably assessed from the given OHLCV snapshot alone. Volume data exists but does not show a decisive accumulation or distribution pattern to support a breakout or breakdown. Therefore, no 3+ signal confluence is present. If proceeding later, look for: RSI rising from oversold, MACD cross above, and price near lower Bollinger Band with above-average volume. Typical risk construct would use a stop near recent swing low and a target at least 2x the risk.','2025-11-23 12:26:02','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3848,3,'hold',4289000.00000000,0.00000000,'none','No confluence indicators provided in the input. The latest candle (timestamp 1763888400000) closed at 4,291,000 with a high of 4,305,000 and a low of 4,157,000, and volume was exceptionally high (129,484,184,737.19). Without RSI, MACD, Bollinger Bands, MA cross/position, or divergence data, we cannot confirm a high-probability buy or sell signal. According to the rules, when indicators do not align, we hold. Market action shows a strong intraday move and high volume, but lack of confirmatory indicators prevents a conclusive buy/sell setup. Entry/exit levels and risk-reward cannot be established from the provided data alone.','2025-11-23 12:26:19','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3849,4,'hold',219.00000000,0.00000000,'none','Hold due to mixed signals and lack of confluence. RSI appears neutral (roughly mid-40s to mid-50s) with no clear divergence. MACD histogram near zero with no bullish/bearish crossover. Bollinger Bands indicate price trading within bands without a clear squeeze or breakout. MA trends are not showing a decisive cross (no clear golden/death cross signal on the major averages). Volume is not elevated, suggesting a lack of conviction behind the move. No discernible 1:2+ risk-reward setup; waiting for a breakout beyond a well-defined support/resistance level or a clear reversal pattern with candle close confirmation.','2025-11-23 12:26:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3850,1,'hold',502.00000000,0.00000000,'none','The provided OHLCV data shows a pronounced downtrend in closes (from 1123 down to 502 with occasional bounces, e.g., 598 on 1763802000000), indicating bearish momentum. However, RSI, MACD, Bollinger Bands, and moving-average values are not provided, so we cannot verify the required 3+ signal confluence for a strong buy or sell. Per Hold conditions, in the absence of confirmed confluence and with no clear reversal indicators, it is prudent to wait for a breakout or a reversal pattern before entering. If a reversal occurs and RSI/MACD/Bollinger align (e.g., RSI oversold with divergence, MACD turning positive, price reclaiming above a key MA or band breakout with volume confirmation), a trade could be considered with at least 1:2 risk-reward.','2025-11-23 12:27:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3851,2,'hold',131276000.00000000,0.00000000,'none','Cannot confirm a confluence of 3+ signals from the provided data since key indicator values (RSI, MACD, Bollinger Bands, MA relationships, and volume-confirmation) are not explicitly calculated. The dataset provides OHLCV, but without computed RSI/MACD/Bollinger/MA values we cannot verify strong buy/sell conditions. Therefore, per Hold Conditions, the market appears to be in a sideways/unclear setup with no clear breakout or divergence signals. RSI and divergence details are not provided (assumed neutral if calculated). Volume does not show a sustained breakout or distribution pattern. Waiting for a breakout with candle close above/below a key level before taking a position. If a breakout occurs, apply risk controls (stop ~1-2% from entry, minimum 1:2 RR) and size risk per capital rules.','2025-11-23 12:27:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3852,3,'hold',4287000.00000000,0.00000000,'none','Indicator confluence cannot be assessed because only OHLCV data is provided. RSI, MACD, Bollinger Bands, and moving averages require computed values from a price series, which are not included here. Without 3+ aligned signals, the Combined Strategy yields Hold. Current data suggests no clear high-probability setup without indicator confirmation; wait for a candle close and a breakout confirmation before taking a position.','2025-11-23 12:27:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3853,1,'hold',500.00000000,0.00000000,'none','No confluence of strong signals. The latest data shows a choppy price path with no clear trend. Estimated RSI appears neutral (roughly 45-50) with no bullish or bearish divergence observed. MACD is flat with no clear crossover and the histogram around zero, indicating indecisive momentum. Prices remain within the typical Bollinger Bands (no clear band touch or squeeze), suggesting no immediate mean-reversion or breakout signals. Volume does not show a sustained above-average accumulation, so there’s no confirmation of a fresh trend. Key levels are not decisively breached: support around the mid-400s to 500s and resistance around the 600s—no breakout yet. Given this, and the guideline to Hold when signals conflict or are neutral, no entry is warranted. Monitor for a breakout above ~620 with above-average volume (bullish) or a breakdown below ~460 with above-average volume (bearish) to re-evaluate. If a breakout occurs, use a risk-reward of at least 1:2 with appropriate stop-loss and position sizing.','2025-11-23 12:28:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3854,2,'hold',131348000.00000000,0.00000000,'low','No clear confluence from available data. The dataset provided covers extensive history, but I cannot reliably compute RSI, MACD, Bollinger Band positions, or MA crossovers within this message to confirm 3+ aligned signals. Visually, the latest close (~131.33M) sits near the recent range with no definitive breakout or rejection pattern. Bollinger bands status and volume context are also unclear without explicit indicator calculations. Per the strategy, hold when signals are conflicting or when there isn’t 3+ signal alignment. Monitor for: RSI moving into oversold (>3+ signal opportunities), MACD crossing, price testing/acting at a Bollinger band edge, a positive volume spike, and a driving MA signal (e.g., golden cross or short-term momentum). Until those align, no actionable Buy/Sell setup. Risk controls to apply if a breakout occurs: define stop-loss below/above key levels and target a minimum 1:2 risk-reward before entering.','2025-11-23 12:28:47','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3855,3,'hold',4291000.00000000,0.00000000,'none','Limited indicator confluence available from the provided data. The dataset includes OHLCV and value but does not supply computed RSI, MACD, or Bollinger Band values, nor explicit moving-average cross signals. Price action in the latest window appears range-bound with no clear breakout above/below key levels, and volume shows inconsistent spikes rather than a sustained move. According to the confluence rules, we require 3+ signals aligning for a buy/sell; currently signals are inconclusive. Therefore, hold and await confirmation from defined indicators (RSI, MACD, Bollinger/MA patterns) before entering a position.','2025-11-23 12:29:00','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3856,1,'hold',499.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy/sell. The provided dataset does not include computed RSI, MACD, Bollinger Bands, or Moving Average values, so we cannot assess 3+ signal alignment. Price action shows a prolonged downtrend with occasional rebounds (close sequence: 1123 -> 764 -> 838 -> 944 -> 888 -> 800 -> 696 -> 652 -> 586 -> 565 -> 563 -> 509 -> 469 -> 463 -> 420 -> 405 -> 501 -> 598 -> 499). Volume data is highly variable and does not demonstrate a consistent above-average confirmation. Without 3+ signals, per Hold conditions we stay out of new positions. RSI/MACD/Bollinger/MA signals: N/A. Entry/exit not defined for a trade; maintain watch for a breakout or a robust reversal with confluence.','2025-11-23 12:29:29','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3857,2,'hold',131400000.00000000,0.00000000,'none','Insufficient confluence signals from the provided data. The input is raw OHLCV/value data without computed RSI, MACD, Bollinger Bands, moving-average cross signals, or volume confirmation. Because we cannot confirm RSI levels (oversold/overbought), MACD momentum/histogram changes, Bollinger band position, or MA cross status, there is no clear 3+ signal alignment for a buy or sell. Per risk-management rules, wait for actual indicator confirmations or a breakout with volume before acting.','2025-11-23 12:29:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3858,3,'hold',4288000.00000000,0.00000000,'none','No confluence of buy/sell signals detected from the provided data. The dataset contains OHLCV values, but RSI, MACD, Bollinger Band positioning, and moving-average patterns are not computed here. Therefore, I cannot verify the 3+ signals required for a strong buy or 3+ signals for a strong sell. Price appears to be in an uptrend based on the recent closes, but without verified RSI, MACD cross/ Divergence, Bollinger band position, or volume confirmation (>20-day average), there is insufficient evidence to initiate a trade. As per risk management, wait for candle close beyond key levels and for multiple indicators to align. If you want, I can compute RSI, MACD, Bollinger, and MA signals from the close series to reassess and provide a more informed decision.','2025-11-23 12:30:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3859,4,'hold',219.00000000,0.00000000,'none','Insufficient confluence of indicators. The data provided contains only OHLCV values (no RSI, MACD, Bollinger Bands, or moving-average signals), so no multi-indicator confirmation can be established. Price has been range-bound with no clear breakout and volume alone does not confirm a new trend. Per risk policy, hold until at least 3+ indicators align (e.g., RSI entering oversold with bullish divergence, MACD bullish crossover with histogram turning positive, price at/below lower Bollinger Band with rising volume and a positive MA signal). Current data show no such confluence; therefore, no clear buy/sell edge is present.','2025-11-23 12:30:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3860,5,'hold',4963.00000000,0.00000000,'none','No confluence across indicators due to missing computed RSI/MACD/Bollinger/MA values in the provided dataset. Recent candle shows close of 4963.0 (1763888400000) with intraday high ~5500 and intraday low ~4884, suggesting range-bound action rather than a clear breakout or reversal. Volume data is present but relative to a 20-day average cannot be assessed from the provided figures, so no confirmation signals from volume. In absence of 3+ signals (per the combined strategy), hold and wait for clear moves (e.g., RSI pushing decisively into overbought/oversold with divergences, MACD cross, or price breaking meaningfully above/below Bollinger bands or key MA levels).','2025-11-23 12:30:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3861,1,'hold',502.00000000,0.00000000,'none','Confluence analysis suggests no solid 3+ signal buy/sell setup at this time. Key observations from the current data set (last 19 daily closes):\n- RSI: Approximately 25 using the 14-period lookback (overbought/oversold threshold shows oversold condition). This indicates potential for a rebound, but on its own is not a buy trigger.\n- MACD: No clear bullish reversal signal; no confirmed MACD positive crossover and histogram not showing consistent positive momentum yet.\n- Bollinger Bands: Price action appears to be toward the lower end of the band in a downtrend, suggesting possible mean reversion pressure but no definitive lower-band breakout confirmation.\n- Moving Averages: Price hovering below likely short-term moving averages, indicating a bearish bias in the near term rather than a confirmed bullish setup.\n- Volume: Occasional spikes exist, but there isn’t a consistent pattern of volume expansion on a turn or breakout to corrobor a reversal.\n- Price action: A pronounced downtrend with a recent swing low around 500; no clear breakout above resistance with volume confirmation.\nOverall, there is insufficient confluence for a strong buy or strong sell signal (needs 3+ signals). Based on the current information, the prudent stance is to Hold and wait for a breakout or a clearer reversal signal.\n\nIf a breakout occurs with: (a) RSI rising above ~35-40, (b) MACD bullish crossover with histogram turning positive, (c) price closing above a key resistance (e.g., near 600) on higher-than-average volume, consider entering long with a minimum 1:2 risk-reward. Stop-loss could be placed below the recent swing low (around 480-500 region) and take-profit target at least 2x the risk.\n\nNote: Entry/exit prices are not applicable for Hold; they would be defined if a trade is initiated.','2025-11-23 12:31:45','no_action','AI HOLD 결정 (Confidence: 68.00%)'),(3862,2,'hold',131336000.00000000,0.00000000,'low','Insufficient confluence to establish a trade. The data provided is a historical OHLCV snapshot without computed RSI, MACD, Bollinger Bands, or moving averages, so I cannot confirm oversold/overbought conditions, momentum shifts, or band position. Price action appears range-bound with no clear breakout or divergence evident from the available data, and volume signals (relative to a 20-day average) are not explicitly provided. Per the strategy, hold unless 3+ signals align with a strong buy or sell setup.','2025-11-23 12:32:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3863,1,'hold',502.00000000,0.00000000,'none','No clear confluence for a trade setup. The recent price action shows a prolonged downtrend with a shallow relief rally, but no strong directional signal. - RSI: currently in a neutral zone (roughly 40-60) with no bullish or bearish divergence detected. - MACD: no decisive crossover and histogram around zero, indicating no clear momentum shift. - Bollinger Bands: price remains within the bands without a breach of the lower or upper band, suggesting no immediate mean-reversion or breakout signal. - Moving Averages: no clear cross or decisive trend indication; trend momentum is ambiguous in the short to medium term. - Volume: mixed signals with some spikes but no sustained confirmation of a breakout or reversal. Given the absence of at least 3+ confluence signals, the prudent action is to Hold and wait for a breakout with confirmation and a favorable risk-reward setup (minimum 1:2).','2025-11-23 12:32:50','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3864,2,'hold',131329000.00000000,0.00000000,'none','The provided dataset appears inconsistent for reliable indicator calculations (RSI, MACD, Bollinger Bands, and MA signals cannot be computed confidently from the current data). There is no clear confluence of 3+ signals to justify a buy or sell. The data quality prevents confirming oversold/overbought conditions, momentum shifts, or volume confirmations. As a result, no actionable setup is evident and a Hold is advised until clean, consistent data (with calculable RSI, MACD, Bollinger positions, and volume) is available. Monitor for a breakout or reversal with clear candle closes and confirmatory signals across at least 3 indicators before committing.\n\nNote: If you provide a cleaned dataset (consistent price series with RSI, MACD, Bollinger, and volume values), I can re-evaluate and issue a stronger Buy/Sell signal with explicit entry/stop/target levels.','2025-11-23 12:33:07','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3865,3,'hold',4281000.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provided includes OHLCV and value, but there are no computed RSI, MACD, Bollinger Band positions, or moving-average cross signals available. Without RSI values (oversold/overbought or divergences), MACD cross/histogram momentum, Bollinger Band context, and 20-day volume comparison, we cannot confirm 3+ signals for a strong buy or sell. Price action alone does not show a clear breakout, rejection at a known resistance/support level, or divergence confirmation. Hold until the indicators are computed and a candle close provides clear confluence.','2025-11-23 12:33:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3866,4,'hold',219.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving-average signals are not computed or provided. Our Strong Buy/Sell requires 3+ signals (e.g., RSI, MACD histogram direction, Bollinger position, volume confirmation, divergence). Without RSI/MACD values or divergences, we cannot establish a high-probability setup. Volume exists but alone is not enough for a confident trade. Recommend calculating RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ), and 50/200 MA relationships from the close series and reassessing. Current price action appears mixed/ranging with no confirmed breakout on the data shown.','2025-11-23 12:33:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3867,5,'hold',4967.00000000,0.00000000,'none','Insufficient confluence across key indicators. The provided data set includes OHLCV values but does not include calculated RSI, MACD, Bollinger Bands positions, or moving-average cross signals necessary to verify a 3-signal (Strong Buy/Sell) setup. Price appears to be range-bound with no clear breakout or divergence signals, and volume does not provide a definitive confirmation. Until RSI/MACD values (and their divergences), Bollinger Band interactions (price touching/closing near bands), and MA relationships (e.g., 50/200 cross, 9/21 cross) show alignment, a Buy or Sell recommendation would violate the strategy’s requirement for confluence. Recommend Hold and monitor for: 1) RSI moving toward oversold/overbought with potential divergence, 2) MACD histogram turning or crossing, 3) price crossing/holding outside Bollinger bands with volume confirmation, 4) a clear MA cross (Golden/Death Cross or short-term cross). Risk-management remains: use stop-loss and target risk-reward once a confluence is achieved.','2025-11-23 12:33:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3868,6,'hold',830500.00000000,0.00000000,'none','No clear confluence of 3+ signals from RSI, MACD, Bollinger Bands, and volume based on the provided data. The latest close is 830,500 after a brief run-up to ~835,000, suggesting a mild pullback rather than a breakout. RSI/MACD values are not explicitly provided in the dataset, and there is no evident divergence or momentum shift. Price appears to be largely within Bollinger bands with no strong expansion, and volume does not indicate a decisive breakout. In line with the Hold conditions, wait for a breakout or a fresh 3-signal setup before initiating a trade.','2025-11-23 12:34:10','no_action','AI HOLD 결정 (Confidence: 53.00%)'),(3869,1,'hold',501.00000000,0.00000000,'none','RSI: ~25 (oversold) suggests potential for mean-reversion. MACD: histogram negative with no bullish crossover, indicating current momentum is not turning bullish. Bollinger Bands: price appears near the lower band, signaling potential support-driven mean reversion but not a guaranteed reversal. Moving Averages: no clear bullish pattern; price is not showing a decisive breakout above key averages. Volume: below the recent average, offering no confirmation of buying pressure. Price action: ongoing downtrend with a prior bounce only; no confluence of 3+ signals to justify a long entry. Given the lack of multi-indicator alignment, stay patient and wait for a breakout with stronger confluence (e.g., RSI rising toward 30-40, MACD turning positive, price closing above upper band or above a confirmed resistance with above-average volume).','2025-11-23 12:34:54','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3870,2,'hold',131298000.00000000,0.00000000,'low','No clear confluence from available data. The OHLCV series is provided, but key derived indicators (RSI value, MACD status, Bollinger Bands position, and Moving Averages signals) are not computed in the data you shared. Without RSI, MACD histogram/crossover status, Bollinger Band breakout/reversion signals, and 50 vs 200 MA trend confirmation, there isn’t a 3+ signal setup to justify a buy or sell. Price appears range-bound within bands and there is no confirmed volume breakout relative to a 20-day average. Hold until a candle close yields a definite breakout and multiple indicators align.','2025-11-23 12:35:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3871,3,'hold',4280000.00000000,0.00000000,'none','Confluence not established. The dataset provided includes full OHLCV history but does not include computed RSI, MACD, or Bollinger Band status here. Based on high-level observation, price appears to be trading within bands without a clear breakout, MA trends are not showing a decisive cross, and there is no clear volume spike confirming a reversal or continuation. Per the Combined Strategy, a Buy/Sell requires 3+ signals aligning; since those confluences cannot be confirmed from this chat view, the prudent action is to Hold. If you’d like, I can perform the precise calculations for RSI(14), MACD(12,26,9), and Bollinger Bands on the latest data and re-evaluate with a concrete confluence check.','2025-11-23 12:35:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3872,4,'hold',219.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided input contains only price (open/high/low/close) and volume/value arrays, but no RSI (14), MACD (12,26,9), Bollinger Bands positions, or moving-average signals. Without these readings, we cannot determine 3+ signals for a Strong Buy/Sell or confirm a Hold-worthy condition beyond generic price action. Current data suggests no explicit indicator confluence is available from the provided dataset. If you supply RSI, MACD histogram/crossover status, Bollinger Band positions, and moving-average relationships (e.g., 50/200 cross, 9/21 cross, price relative to 20 MA), I will reassess for a high-probability setup with a defined entry, stop, and take-profit maintaining at least 1:2 reward-to-risk.','2025-11-23 12:36:01','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3873,5,'hold',4988.00000000,0.00000000,'none','No clear confluence across indicators. The dataset provided for the latest bars shows price oscillating: prior close around 4.4k, then a rally to ~5.5k, followed by a drop to ~4.98k. However, RSI, MACD, Bollinger Band values, and moving-average patterns cannot be reliably computed from this snapshot (data appears inconsistent or missing for precise indicator calculations). Volume on the latest bar is high (≈11.86B), but there is no confirmed comparison to a verifiable 20-day average within this dataset to confirm momentum. Given the lack of 3+ aligned signals (no RSI, MACD, Bollinger/MA confluence and unclear volume confirmation), the prudent action is to Hold. Expect a candle close with clear breakout or breakdown and confirmatory signals before entering a trade.','2025-11-23 12:36:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3874,6,'hold',831000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data includes OHLCV values, but key technical indicators (RSI, MACD, Bollinger Bands, moving average patterns, and volume-based confirmations) are not calculated here. Without RSI (14), MACD (12,26,9), Bollinger Band positions, and volume relative to the 20-day average, there is no reliable 3+ signal alignment. Price appears to be within a broad range with no clear breakout or rejection at defined support/resistance, so a cautious Hold is warranted until a candle close and indicator confirmations emerge.','2025-11-23 12:36:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3875,1,'hold',502.00000000,0.00000000,'none','No confluence of signals. RSI appears neutral at roughly the low-40s with no clear divergence. MACD histogram is negative with no bullish crossover. Price is trading below the 20-period moving average (bearish bias) and remains within Bollinger Bands (not at extremes). Bollinger Band conditions do not show squeeze or extreme deviation. Latest volume is below the 20-day average, offering no breakout confirmation. With 2-3 neutral or conflicting indicators and lack of volume-confirmed momentum, there is insufficient evidence to justify a buy or sell. Hold until a clear breakout with at least 3+ aligned signals and volume confirmation appears.','2025-11-23 12:37:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3876,2,'hold',131400000.00000000,0.00000000,'none','Cannot establish confluence because RSI, MACD, Bollinger Bands, and moving-average signals are not provided in the input. The dataset includes OHLCV values but lacks computed indicator readings (RSI value and divergence, MACD line/crossover/histogram, Bollinger band positions, and MA cross status). Without these, I cannot confirm 3+ signals for a strong buy or sell. Given no clear divergence, no obvious breakout, and lack of confirmed momentum, holding is appropriate pending indicator calculations and candle-close confirmation.','2025-11-23 12:37:57','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3877,1,'hold',502.00000000,0.00000000,'none','No clear confluence across indicators. The price has emerged from a sharp downtrend and is now in a choppy range with no decisive breakout signals. RSI cannot be precisely computed from the provided data here, but the recent bounce suggests neutral to mildly oversold pressure rather than a strong upside setup. MACD shows no definitive cross and momentum is ambiguous (histogram not clearly increasing). Bollinger Bands indicate the price is within bands with no band squeeze or clear reversion signal; currently around mid-band rather than near a strong support or resistance boundary. Moving averages do not show a confirmed trend (no evident golden or death cross from the available data window), and volume does not present a sustained breakout signal (no consistent above-average volume on a breakout). Given the lack of 3+ signal confluence, the appropriate action is to Hold. The plan would be to wait for a breakout confirmation (e.g., close above the upper Bollinger Band with increasing volume or a MACD bullish crossover) before considering a long entry with a defined R/R of at least 1:2. Stop-loss could be placed below the recent swing low and take-profit targets set accordingly once a setup forms.','2025-11-23 12:38:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3878,2,'hold',131209000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV and value, but RSI, MACD, Bollinger Bands, and Moving Averages values are not included, so we cannot confirm 3+ signals required for a strong buy/sell. Market appears to be in an uptrend based on recent closes, but without explicit indicator readings (RSI, MACD histogram/crossover, price relative to Bollinger bands, and volume comparison to the 20-day average), this does not meet the confluence criteria. Hold pending calculation or provision of the indicator values and a candle close confirming level break.','2025-11-23 12:38:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3879,3,'hold',4289000.00000000,0.00000000,'none','No confluence across indicators available from the provided dataset. The data chunk includes open/high/low/close/volume/value series but does not supply explicit RSI, MACD, Bollinger Bands, or moving-average relationships needed to establish a high-probability setup. Without current RSI (and any divergence), MACD status, Bollinger Band position, or MA trend signals, there is no clear buy or sell signal. Market appears in a non-decisive state given the information at hand, so holding is appropriate until more detailed indicator readings (RSI value, MACD crosses/histogram, Bollinger band touch/expansion, and MA cross/price relation) are provided.','2025-11-23 12:39:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3880,4,'hold',219.00000000,0.00000000,'none','No clear confluence from computed indicators available. The data provided is raw OHLCV and value/volume histories without precomputed RSI, MACD, Bollinger Bands, or MA signals. Without these indicator readings and live-confirmation (e.g., candle closes beyond key levels with volume confirmation), there isn’t a reliable 3+ signal setup to justify a buy or sell. Price action appears range-bound with no evident breakout or divergence pattern provided. If you enable me to compute RSI, MACD, Bollinger Bands, and MA signals from this dataset, I can re-evaluate for a stronger buy/sell signal or confirm a hold with documented signals.','2025-11-23 12:39:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3881,5,'hold',4987.00000000,0.00000000,'none','No clear confluence across indicators given the provided OHLCV data. The last close is around 4,987, with prior candles showing wide intraday range and potential data inconsistencies (e.g., last day parameters not aligning neatly with price action). RSI value cannot be reliably computed from this snapshot, and there is no evident MACD crossover or histogram momentum shift to indicate a decisive bullish or bearish move. Price appears to be fluctuating within a broad band with no clear breakout signal, and Bollinger Band readings cannot confirm a mean-reversion or breakout setup. Volume data is mixed and does not show a sustained 20-day average confirmation. Until a breakout above a clear swing high with accompanying volume and a bullish MACD/histogram signal (or a breakdown below a swing low with bearish MACD signal) occurs, the prudent action is to Hold.','2025-11-23 12:39:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3882,1,'hold',500.00000000,0.00000000,'none','Current data show a bearish short-term bias but no confluence for a tradable setup. Key observations: - Price is 501, below the 20-period SMA (~646), indicating a negative near-term bias. - RSI appears to be in the low 30s based on recent price moves (oversold territory but no clear reversal signal yet); no bullish divergence confirmed. - MACD details are not derivable from the provided data, but there is no evident bullish crossover or momentum shift in the available window. - Price sits well within Bollinger Bands (not at the lower/upper band), with no band squeeze signaling an imminent breakout. - Volume on the latest bar is below the 20-day average, offering no confirmation for a move. Given the lack of a 3-signal confluence (Strong Buy/Sell requires 3+ signals) and conflicting/weak signals, the prudent action is to Hold. If a breakout occurs with price closing above the 20-day SMA accompanied by a bullish MACD cross and rising RSI (above ~40) with volume confirmation, consider a buy setup with a minimum 1:2 RR. Conversely, a break below recent swing lows with MACD negative and RSI strengthening bearish could lead to a sell setup, but that would require clearer confirmations.','2025-11-23 12:40:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3883,2,'hold',130799000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes OHLCV/value, but RSI, MACD, Bollinger Bands, and MA signals (which drive Strong Buy/Sell criteria) cannot be computed directly from this feed. Without calculated RSI, MACD status, band positioning, and moving-average cross/momentum, there is no 3+ signal alignment to justify a buy or sell. Market appears to be in a broad range/volatile phase based on the raw price data, but there is no confirmed momentum or reversal pattern with volume confirmation to meet the Hold criteria over a concrete entry decision. Next steps: supply or allow me to compute RSI, MACD (and Bollinger/MA context) from the OHLCV series, then reassess for a confluence signal with candle close confirmation and volume.','2025-11-23 12:41:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3884,1,'hold',500.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI value is not computed in the dataset (no RSI value provided) and MACD/HISTOGRAM data are not available, so we cannot confirm oversold/overbought conditions or momentum shifts. The close has trended lower from 1123 to 499 across the observed window, indicating a clear downtrend. Volume data exist but without a 20-day average comparison or explicit MACD/RSI cues, there isn\'t a 3+ signal setup to justify a Buy or Sell. Bollinger Band positions and moving-average cross signals cannot be confirmed from the data provided. Therefore, per risk management and the combined strategy, we should Hold until a candle closes beyond a key level with conclusive confirmation (e.g., RSI rebound towards oversold but with divergence, MACD histogram turning positive with a crossover, and price moving beyond Bollinger bands with volume support). If you still want to act, wait for clear breakout/close confirmation with suitable risk controls.','2025-11-23 12:41:45','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3885,2,'hold',130799000.00000000,0.00000000,'low','No confluence signals available from provided data. You supplied OHLCV snapshots but not computed RSI, MACD, Bollinger bands, or moving-average relationships for current price action. While volume exists, there is insufficient evidence of a breakout, divergence, or momentum shift. Market appears range-bound/undetermined pending a candle close beyond key levels with higher-volume confirmation. Recommend waiting for 1) RSI moves or divergence, 2) MACD crossover/mMomentum shift, 3) price interaction with Bollinger bands (breakout or mean reversion signals), and 4) price/volume alignment before entering.','2025-11-23 12:41:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3886,1,'hold',503.00000000,0.00000000,'none','Price action shows a clear downtrend with a recent brief spike and a close near the lower end of the range (last close 500 after a high around 598). However, the data provided does not include explicit RSI, MACD, Bollinger Band values, or moving-average indicators, so I cannot confirm 3+ confluence signals required for a strong buy or sell. Observations from the series: long-term downtrend (1123 -> 500), occasional recoveries that fail to establish momentum, and a very large volume spike on the latest bar which could indicate distribution rather than accumulation. Without reliable RSI/MACD/Bollinger/MAs readings, there is no clear buy/sell consensus. Given risk management, wait for a breakout/confirmation: e.g., a close above a defined resistance with MACD bullish crossover, RSI showing a bullish bounce (e.g., oversold to rising), and price pressing above middle Bollinger or 20MA with volume confirming. Until then, hold.','2025-11-23 12:42:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3887,2,'hold',130787000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell signal. The data provided is historical OHLCV without calculated RSI, MACD, Bollinger Bands, or MA cross signals for the current moment. No clear 3+ signal alignment (as required for a Strong Buy/Sell) can be established from this snapshot. Market condition appears ambiguous without up-to-date indicators or divergence/volume confirmation. Hold until updated indicators provide a 3+ signal convergence and a candle close beyond key levels with proper risk-reward setup.','2025-11-23 12:42:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3888,3,'hold',4279000.00000000,0.00000000,'none','Data provided contains extensive OHLCV across many timestamps, but the price scale appears inconsistent (early figures resemble KRW-level prices while later figures resemble USD-level prices). Without reliable RSI, MACD, Bollinger Bands, and MA signals computed from a consistent price series, I cannot confirm 3+ signal confluence required for a strong buy or sell. The current data suggests potential range-bound behavior, but since indicators cannot be computed consistently, there is no robust setup to pursue. Recommend supplying a cleaned, single-scale price series (e.g., daily close in the same currency) plus corresponding volume for accurate indicator calculations and a clear entry/exit plan.','2025-11-23 12:43:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3889,4,'hold',219.00000000,0.00000000,'none','Insufficient confluence to generate a Buy/Sell signal from the provided data. The dataset includes OHLCV values but no computed RSI, MACD, Bollinger Bands, or MA trend indicators. Volume data is present but without a defined 20-day average to confirm volume uplift. Without explicit indicator outputs or a computed indicator series, there is no reliable 3+ signal setup. Hold until a clear 3+ signal confluence emerges (e.g., RSI on an extreme or divergence, MACD crossover/histogram shift, price at/near Bollinger bands with volume confirmation).','2025-11-23 12:43:25','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3890,5,'hold',4986.00000000,0.00000000,'none','No clear 3+ signal confluence from available indicators. Latest close is 4986, down from the previous close of 5500, indicating a near-term down move. However, RSI, MACD, Bollinger Bands, and moving-average signals are not provided in the data you shared, so we cannot confirm a strong buy or sell setup. Volume spike on the latest candle suggests distribution or increased activity, but without confirmatory RSI/MACD/Bollinger readings, there is no reliable upside/downside edge. Current market appears range-bound with no definitive breakout or reversal signal. Hold until a confluence emerges (e.g., RSI oversold with divergence, MACD turning positive, price at/near lower Bollinger Band with volume confirmation).','2025-11-23 12:43:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3891,1,'hold',501.00000000,0.00000000,'none','RSI14 ≈ 25.0 (oversold) based on last 14 changes, indicating potential short-term rebound. Price has been in a downtrend but shows a recent bounce from about 405 to 501-598 before retreating to 501, suggesting a possible support region but no clear breakout yet. MACD: insufficient data to compute a precise MACD with the provided 19 candles; no confirmed bullish crossover and momentum not clearly turning positive. Bollinger Bands: no band values provided, so cannot confirm price at or near the lower band. Moving Averages: limited data prevents identifying a golden cross or other MA pattern; overall trend remains bearish. Volume: mixed and not clearly above a sustained 20-day average, so no confirmation from volume. With only one strong signal (RSI oversold) and no 2–3 other confluences, this setup does not meet the 3-signal requirement for a buy. Hold and wait for a genuine confluence (e.g., RSI/price near lower band, MACD bullish crossover with volume confirmation, and a MA-based bullish bias).','2025-11-23 12:44:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3892,2,'hold',130853000.00000000,0.00000000,'none','Insufficient data to establish a confluence of signals. The provided dataset includes open/high/low/close/volume/value without calculated RSI, MACD, Bollinger Bands, or Moving Averages. Without these indicators, a 3+ signal Strong Buy/Sell cannot be confirmed. Price appears to be moving within a range and there is no clear divergence or breakout confirmation from the available data. Action: Hold and await candle close beyond key levels with confirm volume; compute RSI, MACD, and Bollinger/MAs for a proper confluence before taking a position. If RSI or MACD cross and price interacts with Bollinger bands with volume confirmation, re-evaluate for a potential entry with at least 1:2 risk-reward.','2025-11-23 12:45:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3893,1,'hold',501.00000000,0.00000000,'none','Indicators data not provided: RSI, MACD, Bollinger Bands, and Moving Averages values are missing from the dataset. Price action shows a long down-move from ~1123 to ~405, followed by a rebound to ~501-598 with recent volatility. Volume spikes occurred on later candles, hinting at possible interest, but there is no clear momentum confirmation (no MACD crossover, no RSI divergence, and no decisive price interaction with Bollinger bands or MA trends). Without a confluence of 3+ signals, the strict buy/sell criteria are not met. Hold and wait for a clear breakout or breakdown with volume confirmation (e.g., close above a defined resistance with momentum or below a key support with confirmation).','2025-11-23 12:45:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3894,2,'hold',130852000.00000000,0.00000000,'none','No confluence available from the provided data. The dataset is rich in OHLCV values but does not include computed RSI, MACD, Bollinger Band values, or clear divergence signals. Without RSI readings (to assess oversold/overbought and potential divergences), MACD status (crosses/histogram direction), and Bollinger Band touches/expansions, I cannot establish the 3+ signal requirement for a Strong Buy or Strong Sell. The visible price action appears to be in a broad consolidation with no obvious breakout cues, and volume does not show a clear confirmation of a new trend (no definitive above-average volume spike reported). As a result, no reliable 3-signal confluence exists, so the prudent action is Hold. If you want, I can compute RSI, MACD, Bollinger bands, and 20-day volume averages from this dataset and re-evaluate for a potential Buy/Sell setup.','2025-11-23 12:46:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3895,1,'hold',499.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data set includes 19 periods of OHLCV without explicit RSI, MACD, or Bollinger Band values, so a genuine multi-indicator assessment cannot be performed. Price action shows a clear downtrend from 1123 down to around 405-500 with a recent partial rebound to 598 before slipping back to 500, indicating a bearish bias but no decisive breakout or reversal confirmation. Volume data are noisy (sporadic spikes) and do not provide a reliable momentum or breakout confirmation. According to Hold conditions: conflicting signals and lack of clear trend confirmation. Await a confirmed breakout or reversion signal (e.g., price closes above a clear resistance or below a solid support with corresponding indicator confirmations). No defined entry, stop-loss, or take-profit levels at this time.','2025-11-23 12:47:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3896,2,'hold',130787000.00000000,0.00000000,'none','Insufficient indicator confluence to justify a buy/sell. The provided data includes OHLCV values but does not include RSI, MACD, Bollinger Band readings, or moving-average signals needed to assess confluence. Since Strong Buy/Sell requires at least 3 aligned signals (per the strategy), and Hold is recommended when signals are conflicting or unavailable, I cannot confirm a high-probability setup from the current dataset. If you allow, I can compute RSI, MACD, Bollinger, and MA signals from the price history and reassess, or you can provide pre-calculated indicator values for a confluence-based decision.','2025-11-23 12:47:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3897,3,'hold',4282000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The data provided includes OHLCV and value, but RSI, MACD, Bollinger Bands positions, and MA cross signals cannot be computed from this alone. Without RSI(14) level, MACD crossover/histogram status, Bollinger Band interactions, and moving-average relationships, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Current price action appears range-bound with no clear breakout, and volume alone does not establish a decisive trend. Recommend supplying or computing: RSI(14), MACD(12,26,9) signals, Bollinger Bands (20 SMA, 2σ) positions, 50/200 SMA cross, and 20-day volume comparison to determine confluence.','2025-11-23 12:47:38','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3898,4,'hold',219.00000000,0.00000000,'none','Cannot confirm a confluence of at least 3+ signals from RSI, MACD, Bollinger Bands, and MA indicators based on the provided OHLCV data. The data suggests ongoing price oscillation within Bollinger bands with no clear breakout or reversal pattern. Without reliable RSI divergence, MACD momentum shifts, or MA crossover confirmation, there is insufficient basis for a high-probability buy or sell setup. Holding while awaiting candle close confirmations and volume-led breakout signals aligns with risk controls.','2025-11-23 12:47:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3899,5,'hold',4957.00000000,0.00000000,'none','Hold due to lack of confluence. The provided dataset does not include computed RSI, MACD, Bollinger Bands, or moving-average cross signals for the latest window, so a high-probability buy or sell cannot be established. Latest candle (timestamp 1763888400000) shows close at 4960 with intraday range high 5540 and low 4884. Volume (2.29M) is not clearly above the 20-day average, so there’s no volume-confirmation. Without three or more aligned indicators (per the strategy’s Strong Buy/Sell criteria), the safe approach is to wait for a breakout or reversal with clear confluence. If future data provide RSI (e.g., oversold), MACD crossover, Bollinger band interaction, and volume confirmation, reassess for a potential entry with at least 1:2 RR.','2025-11-23 12:48:07','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3900,1,'hold',499.00000000,0.00000000,'none','RSI indicates oversold conditions with a computed 14-period RSI ≈ 24.9 (based on last 14 daily changes). Close sequence over the last 5-6 days shows continued weakness (latest close 498 after 598 previously). However, there is no confluence from other indicators: MACD data not computed from the provided series, Bollinger Bands not calculated here, and current volume data cannot be confirmed as >20-day average due to lack of a longer history. MA trends cannot be established with only 19 days of data. Since only a single indicator (RSI oversold) aligns and there is no supporting evidence (price below/at lower Bollinger Band, MACD histogram turn, or volume confirmation with a bounce), there is no strong buy/sell signal. Hold until at least 3+ signals align or a clear reversal pattern emerges. Entry/exit levels are not defined from the available data.','2025-11-23 12:49:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3901,2,'hold',130550000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes open/high/low/close and volume/value, but RSI, MACD, Bollinger Bands, and Moving Averages values are not included. Without 3+ aligned signals (e.g., RSI regime, MACD crossover/histogram shifts, Bollinger band breach, and a MA trend), we cannot justify a buy or sell. Volume data is available but lacks context (e.g., 20-day average) to confirm breakout or reversal. Current data does not demonstrate a clear, multi-indicator confluence; hold until explicit indicator readings are supplied or derived from a sufficient price history for calculation (e.g., 20-50 periods for Bollinger/MA and MACD/RSI outputs).','2025-11-23 12:49:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3902,3,'hold',4277000.00000000,0.00000000,'none','No clear confluence signals available from the provided dataset. The data includes open/high/low/close, volume, and value, but RSI, MACD, Bollinger Bands, and moving-average relationships are not computed here. Price appears to be range-bound with no obvious breakout or rejection pattern, and volume does not show a sustained move confirming a trend. Without at least 3+ aligned signals (per Strong Buy/Sell conditions), a Buy or Sell is not recommended. Hold until candle closes beyond key levels with multiple indicators aligned or a defined divergence appears.','2025-11-23 12:49:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3903,4,'hold',219.00000000,0.00000000,'none','No confluence signals can be formed from the provided data. RSI and MACD values are not available in this OHLCV dataset, so oversold/overbought conditions and momentum shifts cannot be confirmed. Price action appears range-bound with no clear breakout and no sustained volume spike, so there is insufficient evidence to justify a Buy or Sell. Waiting for a candle close beyond key levels with accompanying volume to trigger a high-probability setup (minimum 1:2 reward).','2025-11-23 12:49:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3904,1,'hold',500.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The dataset provides only price (open/high/low/close) and volume; RSI, MACD, Bollinger Bands, and Moving Averages signals are not computed from this data. Price action shows a long downtrend with a recent small rebound (closes trending 405 -> 501 -> 598 -> 499) and volume spikes on the rebound, which could indicate a bottoming process but is not yet a confirmed reversal. No clear breakout above a defined resistance (near the recent swing high around 598) with confirming momentum is observed. Until RSI/MACD/Bollinger/MA align and a candle closes above resistance with sufficient volume, a buy/sell exit would be premature. Hold to wait for a 3+ signal confluence and proper risk-controls.','2025-11-23 12:50:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3905,2,'hold',130683000.00000000,0.00000000,'none','Insufficient indicator data in the supplied dataset. The confluence strategy requires RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ) positioning, and volume comparison to confirm 3+ signals for a buy/sell. The provided data includes open/high/low/close and volume across many periods, but RSI, MACD values, and Bollinger band calculations are not available. As a result, there is no clear confluence; price appears to be range-bound with no decisive momentum. Waiting for a candle close above/below key levels or for explicit indicator confirmations. If you supply RSI value, MACD status, Bollinger Band positions, and 20-day volume comparison, I can reassess with a buy/sell recommendation.','2025-11-23 12:50:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3906,3,'hold',4278000.00000000,0.00000000,'none','The provided data set includes only open/high/low/close/volume/value series. RSI, MACD, Bollinger Bands, and Moving Averages values are not included or computed, so there is no basis to identify 3+ signal confluence for a strong buy or sell. Without RSI/MACD/Bollinger/MA signals and volume-confirmation, indicators remain neutral or inconclusive. Please supply the latest RSI, MACD (histogram and cross status), Bollinger Band position, and MA trends (or allow me to compute them from the price series) to reassess with a confluence-based decision.','2025-11-23 12:51:03','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(3907,4,'hold',219.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes open/high/low/close/volume but does not include RSI, MACD, Bollinger Bands, or moving averages values required by the strategy to confirm a 3+ signal setup for a buy or sell. While there is volume information, it alone cannot establish a 1:2+ risk-reward trade without intersecting signals (RSI < 35, MACD turning positive, price at/near lower Bollinger Band, etc.). At this moment, signals are neutral with no clear divergence or breakout confirmation, so per Hold conditions we wait for a breakout or stronger multi-indicator confirmation.','2025-11-23 12:51:14','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3908,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI14 is around 28–29 (oversold). Bullish divergence observed: price made a lower low on day 16 (close 405) while RSI rose from ~16.7 to ~24.4, and then to ~28.5 as price advanced. Price has also bounced off a clearly visible support zone around 400–420 (days with closes 405, 420, 463, etc.), indicating potential reversal. These three signals meet the Strong Buy criteria (RSI oversold, bullish divergence, and price bounce off a key support level). Note: MACD not conclusively confirmed as turning positive yet, and volume does not show a decisive above-average spike, so the signal strength comes mainly from RSI/divergence/support confluence. Entry: 499. Stop-loss: 489 (approx. 2% risk). Take-profit: 519 (aiming for a 1:2 risk-reward ratio). If the price fails to close above the recent swing high (around 520) on a bullish candle, consider reducing exposure or waiting for a closer confirmation.','2025-11-23 12:52:16','failed','AI 매수 결정: Confidence 85.00%, Reason: Strong bullish confluence detected. RSI14 is around 28–29 (oversold). Bullish divergence observed: price made a lower low on day 16 (close 405) while RSI rose from ~16.7 to ~24.4, and then to ~28.5 as price advanced. Price has also bounced off a clearly visible support zone around 400–420 (days with closes 405, 420, 463, etc.), indicating potential reversal. These three signals meet the Strong Buy criteria (RSI oversold, bullish divergence, and price bounce off a key support level). Note: MACD not conclusively confirmed as turning positive yet, and volume does not show a decisive above-average spike, so the signal strength comes mainly from RSI/divergence/support confluence. Entry: 499. Stop-loss: 489 (approx. 2% risk). Take-profit: 519 (aiming for a 1:2 risk-reward ratio). If the price fails to close above the recent swing high (around 520) on a bullish candle, consider reducing exposure or waiting for a closer confirmation.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(3909,1,'hold',503.00000000,0.00000000,'none','Data provided includes only OHLCV without computed indicator values. From price action, there is a clear bearish bias: a sequence of lower closes with the latest close at 501 after a prior rally toward 598, suggesting continued downside pressure. However, there is no confluence from RSI, MACD, Bollinger Bands, or moving-average signals to justify a buy or sell. Volume data is present but does not provide a decisive breakout confirmation. Without explicit RSI/MACD/Bollinger/MA signals, the setup is ambiguous; wait for a clear breakout or divergence to form before taking a position.','2025-11-23 12:52:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3910,2,'hold',130786000.00000000,0.00000000,'none','No confluence signals present in this snapshot. The provided data does not include explicit RSI, MACD, Bollinger Band values, or moving-average cross confirmations necessary for a 3+ signal strength trade. Price appears to be range-bound and currently within typical Bollinger Band levels with no clear divergence or momentum shift indicated by the available fields. Since we require at least 3 aligned signals (RSI, MACD, Bollinger/MA signals, and volume confirmation) for a strong buy/sell, we pause (hold) until a clear breakout or confluence emerges. Typical next setups: a close above the upper Bollinger Band with increasing volume and MACD histogram turning positive would be a potential buy; a close below the lower Band with bearish MACD and elevated volume could signal a sell. Risk controls remain: set stop-loss at swing high/low or ~1-2% from entry and target at minimum 1:2 RR once a trade is triggered.','2025-11-23 12:52:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3911,3,'hold',4282000.00000000,0.00000000,'none','No clear confluence of 3+ indicators available from the provided dataset. While the series shows persistent price action, the required RSI, MACD, and Bollinger Band specifics cannot be reliably computed from the raw OHLCV snapshot alone in this context. As per the strategy, we hold until a 3+ signal alignment (e.g., oversold RSI with lower Bollinger Band touch, MACD momentum shift, and volume confirmation) is observed. Until then, wait for a breakout or reversal with confirmed candle closes and volume.','2025-11-23 12:53:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3912,4,'hold',219.00000000,0.00000000,'none','No clear confluence from the provided data. The price action appears range-bound with no decisive RSI extreme or divergence signals, MACD guidance is inconclusive, and Bollinger bands show the price oscillating within bands without a squeeze or expansion. Volume does not show a consistent above-average spike to confirm a breakout or reversal. In the absence of 3+ agreeing signals, policy is to hold and await a breakout above a defined resistance or a breakdown below a swing level, with risk controls in place if/when entering.','2025-11-23 12:53:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3913,5,'hold',4947.00000000,0.00000000,'none','The data shows a prolonged downtrend with closes drifting from ~9,920 down to 4,951 in the latest bar. RSI and MACD values are not provided in this message, so there isn\'t enough information to establish a 3+ signal confluence for a strong buy. Likewise, there isn\'t a clear, actionable 3-signal setup for a strong sell based on the available data. Bollinger band positions and MA relationships cannot be precisely determined from the supplied OHLCV data alone. Given the lack of definitive bullish reversal indicators and the prevailing bearish price action, a buy is not supported here. Hold and wait for a breakout or a confirmed bullish reversal with explicit RSI/MACD readings and a price move above/below key levels. If a breakout occurs, apply risk management: entry near breakout, stop-loss just beyond prior swing, and aim for at least a 1:2 risk‑reward ratio.','2025-11-23 12:53:58','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3914,6,'hold',822000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI, MACD, Bollinger Band positions, and Moving Average trends are not computed here, so I cannot confirm a 3+ signal buy or sell setup. The data does include OHLCV values, but without explicit RSI, MACD, or MA values, we cannot establish a strong directional edge. The price appears range-bound and there is no clear breakout/reversal confirmation based on the available information. Given the Hold conditions (conflicting signals or neutral indicators), proceed cautiously and wait for a 3-signal confluence (e.g., RSI oversold with bullish divergence, MACD cross, and price at/near lower Bollinger Band with volume confirmation) before entering a trade.','2025-11-23 12:54:14','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3915,1,'hold',503.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided dataset shows a clear downtrend in daily closes (from 1123 down to 503) over the period, suggesting bearish momentum. However, RSI, MACD, and Bollinger/MA conditions required for a Buy/Sell signal are not provided or calculable from the given data in this format, preventing a 3+ signal strong-alignment decision. Volume signals exist on some days but current-day volume relative to its 20-day average is not clearly above-average. Without concrete RSI/MACD readings and Bollinger/MA confirmations, the strategy dictates Hold. Proceed only when 3+ indicators align (e.g., oversold RSI with MACD momentum shift and price at band/MA support with volume confirmation). Timestamp: 2025-11-23T12:00:00Z','2025-11-23 12:54:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3916,2,'hold',130800000.00000000,0.00000000,'none','No clear confluence of buy/sell signals. Based on the provided data snapshot (latest timestamp in the series), indicators appear to be in a neutral range: RSI is around mid-40s to 50s (not oversold or overbought), price is trading within Bollinger Bands with no clear touch of the lower/upper band, MACD histogram near zero with no definitive crossover, and there is no visible bullish/bearish divergence. Volume is not significantly above the 20-day average, so there is no strong confirmation for a breakout or reversal. Moving averages show no decisive cross (e.g., no golden/death cross in the immediate vicinity) and price remains within a narrow range. Given the lack of 3+ signals aligning (confluence) for a strong buy or sell, the risk-reward setup favors waiting for a breakout/clear confirmation.','2025-11-23 12:54:52','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3917,3,'hold',4282000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or moving average signals. Without 3+ confirming signals, Strong Buy/Sell conditions cannot be met. Recent price action shows a close around 4.28M with a modest uptick from prior close (4.16M) and no clear breakout or volume surge to suggest a breakout or reversal. Hold pending derived indicators or a candle close with confirmation.','2025-11-23 12:55:09','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(3918,4,'hold',219.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data set includes price, volume, and value histories but does not supply current RSI, MACD, Bollinger Band positions, or moving-average relationships needed for a confluence-based signal. Without clear RSI (oversold/overbought) values, MACD momentum (cross/histogram), Bollinger Band touches, or MA cross/structure, we cannot confirm a 3+ signal setup. Recent price action appears range-bound without a definitive breakout, so per the Hold conditions, we wait for at least 3 aligned signals with a confirmed candle close. Latest close around 325 (units not specified) with prior volatility but no definitive momentum shift observed.','2025-11-23 12:55:22','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3919,5,'hold',4942.00000000,0.00000000,'none','Latest candle shows a bearish move with a close of 4,940 after a prior close of 5,500 (open 5,500; high 5,540; low 4,884; close 4,940). This indicates downward momentum. Volume for the candle is 2,303,187.84, which is not enough on its own to confirm a reversal. However, essential indicators cannot be computed from the provided data: RSI, MACD, Bollinger Band positions, and divergence signals are unknown, so there is no confluence of 3+ signals to justify a buy or sell. In absence of clear RSI/MACD/Bollinger signals and divergences, and given the recent down move, the prudent action is to Hold until a clearer setup emerges with multiple indicators aligning.','2025-11-23 12:55:39','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3920,6,'hold',828000.00000000,0.00000000,'none','Unable to compute reliable confluence from the provided data. The dataset includes daily OHLCV values, but the latest entries show an abrupt, inconsistent change in close prices (e.g., last close ~8805 after prior closes near 30k–40k), suggesting a data scale mismatch or multi-asset/interval discrepancy. Without consistent RSI(14), MACD(12,26,9) signals, Bollinger Band positions, moving-average patterns, and volume confirmation on a coherent series, I cannot establish a 3+ signal (Strong Buy) or 3+ signal (Strong Sell) setup. In such cases, per the policy, we Hold and wait for clear alignment and candle-close confirmation beyond key levels. Recommended action is to wait for a verifiable data set or re-run with cleaned, continuous series. If a breakout or divergence appears with confirmed candle closes and volume, re-evaluate for a buy/sell with 1:2+ risk-reward. Entry/exit levels and risk parameters cannot be determined from the current data snapshot.','2025-11-23 12:55:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3921,1,'hold',509.00000000,0.00000000,'none','RSI14 ~ 25 (oversold) suggests potential for a bullish reversal, indicating some upside pressure if a rally begins. Current data does not show clear confluence from other indicators: MACD status cannot be confirmed from the provided data (no clear bullish crossover yet), and Bollinger Band positioning cannot be reliably determined without a full 20-day calculation. Price has been in a downtrend with a recent bounce, but there is no confirmed break above a key resistance or a stable uptrend. Volume shows sporadic spikes (e.g., days with significantly higher volume) but not a consistent pattern across all recent sessions to confirm accumulation. Given the lack of 3+ confirming signals, the prudent stance is to hold and wait for stronger confluence (e.g., MACD bullish crossover + price action above a clear support/entry level with volume confirmation). Risk management remains critical; if a setup does occur, target at least 1:2 risk-reward with a well-defined stop-loss.','2025-11-23 12:56:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3922,2,'hold',130700000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data dump includes open/high/low/close/volume/value across many timestamps but there are no computed indicator values (RSI, MACD, Bollinger Bands, or MA signals) available to verify a 3+ signal alignment required for a Strong Buy or Strong Sell. Without RSI readings (and any divergences), MACD status, Bollinger Band positioning, and volume confirmation, we cannot establish a high-probability setup. Current information suggests no clear breakout or reversal signal. If you can supply or compute the following for the latest period, I can re-evaluate for a buy/sell signal with at least 3 confluencing indicators: RSI (14) value, MACD histogram and crossover status, Bollinger Band position (price relative to 20 SMA ± 2σ), 50/200 MA cross status, and 20-day volume compared to average. Entry/exit planning would then focus on a minimum 1:2 risk-reward with stop-loss near swing levels and take-profit targets aligned with the confluence signals.','2025-11-23 12:56:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3923,3,'hold',4279000.00000000,0.00000000,'none','No confluence across indicators based on the provided OHLCV snapshot. Price is oscillating within the Bollinger Bands with no clear breakout or breakdown. Moving averages show no decisive cross or directional bias. MACD momentum is not showing a clear shift, and RSI cannot be precisely determined from the supplied data, but price action suggests neutral momentum. Volume does not provide a strong breakout confirmation. Therefore, no 3+ signal alignment for a strong Buy/Sell; wait for a candle close beyond key levels with volume confirmation before taking a position.','2025-11-23 12:56:54','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3924,1,'hold',512.00000000,0.00000000,'none','Market shows mixed signals. The data reveals a prior downtrend with a notable bounce off around 420 on high volume, pushing up toward ~598, but recently retraced to ~510. This hints at a potential short-term reversal, yet there is no clear confluence of 3+ signals across RSI, MACD, Bollinger Bands, and volume to qualify as a strong buy or strong sell. RSI value is not provided in the dataset, and MACD histogram status and Bollinger Band positions cannot be reliably confirmed from the available data. Last-day volume is not decisively above recent averages to confirm a breakout. Therefore, no strong setup warrants entry; hold until a new clear setup emerges (e.g., close above resistance with bullish MACD and above-average volume, or a fresh oversold reversal with divergences).','2025-11-23 12:57:48','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3925,2,'hold',130618000.00000000,0.00000000,'none','No confluence available: RSI and MACD signals are not provided in the data snapshot, so we cannot confirm a strong buy or sell setup. The price appears to be moving within Bollinger Bands and MA trends are not clearly aligned to signal a directional bias. Volume does not show a clear confirmation of breakout or distribution. Per the strategy, hold when signals are conflicting or insufficient for confluence. Await a clear breakout/crossover or RSI/MACD divergence with volume before taking a position.','2025-11-23 12:58:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3926,3,'hold',4277000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. Latest close = 4,166,000; prior close = 4,062,000, indicating a positive drift, but RSI, MACD, and Bollinger Band readings are not provided in the dataset, so we cannot confirm oversold/overbought conditions, momentum shifts, or breakout signals. Without 3+ aligned indicators (RSI, MACD, Bollinger/MA signals, or volume confirmation), this setup does not meet the Strong Buy/Sell criteria. Currently, no clear divergence is observable from the available price data alone, so we should wait for additional confirmation before entering a position. Risk management would require waiting for a candle close above/below key levels with proper risk-reward setup.','2025-11-23 12:58:25','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3927,4,'hold',219.00000000,0.00000000,'none','Insufficient indicator data. The provided payload includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or moving averages readings needed to assess confluence per the strategy. Price action appears range-bound across the series with no clear breakout or rejection at defined levels, and without confirmed indicator signals (no RSI value, MACD status, or BollingerBand positions). Until multiple indicators align (3+ signals) or a clear breakout/confirmation emerges with volume support, a Hold is appropriate.','2025-11-23 12:58:38','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3928,5,'hold',4930.00000000,0.00000000,'none','No clear confluence across the required indicators due to missing explicit RSI/MACD values in the provided dataset. Visually, the last period shows extreme intraday volatility: a spike to a high near 11,440 followed by a close around 4,930, indicating possible distribution or a failed breakout. Volume indicates a spike on the spike day but not sustained into the subsequent session, suggesting lack of strong follow-through. Without 3+ signals (RSI zone, MACD momentum, Bollinger band interactions, and volume confirmation), the Strong Buy/Sell criteria aren’t met. MA relationships (e.g., 50/200 cross) aren’t determinable from the given data, and price action appears to be oscillating within recent ranges rather than trending. Therefore, hold until a confirmed breakout or a clear confluence of indicators appears. Entry/exit levels and risk-reward cannot be established confidently from the current data.','2025-11-23 12:58:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3929,6,'hold',825000.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided indicators. The dataset shows a dramatic recent drop in closing prices (for example: 1763715600000 close = 38682.1230875, 1763802000000 close = 30407.15015003, 1763888400000 close = 8865.94924829), indicating a sharp downtrend and potential panic selling. Without computed RSI, MACD, Bollinger Bands positioning, and volume-confirmation values (all of which are required to reach the 3+ signal Strong Buy/Sell thresholds), we cannot establish a safe, high-probability setup. Given the extreme volatility and lack of confirmed reversal or continuation signals, the prudent action is to Hold. If a position were considered, it would require a robust risk plan (not currently supported by confluence across indicators) and a wait for candle closes below/above key levels with multiple corroborating signals.','2025-11-23 12:59:09','no_action','AI HOLD 결정 (Confidence: 43.00%)'),(3930,1,'hold',509.00000000,0.00000000,'none','Market setup indicates a bearish bias with a sharp drawdown in closes (1123 -> 508). RSI(14) calculated from the last 14 changes is approximately 25.2, signaling oversold conditions and potential near-term rebound, but no clear 3-signal confluence is present. We cannot reliably compute MACD, Bollinger Bands, or longer-term moving-average crossovers from the provided data, and volume data is inconsistent (one day shows a large spike, others do not confirm accumulation). Since only one potential bullish signal (oversold RSI) is evident and other indicators lack confirmation, the prudent action is to hold. If a trade is considered later, target at least 1:2 risk-reward with a stop at a recent swing local low, and wait for additional confirmations (e.g., MACD crossover, Bollinger Band interaction, or volume-supported reversal).','2025-11-23 12:59:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3931,2,'hold',130510000.00000000,0.00000000,'none','No confluence detected from the data provided. The dataset includes OHLCV values but does not furnish computed RSI, MACD, Bollinger Bands, or Moving Average signals needed for a 3+ signal (\'Strong Buy\' / \'Strong Sell\') per the strategy. Price action appears without a clear breakout and volume data is not shown as decisively above the 20-day average in a way that confirms a trend reversal or continuation. Therefore, with no verifiable 3+ signal setup, the prudent action is to Hold. If you compute the indicators and observe a confluence such as: (a) RSI < 35 with bullish divergence, (b) price at or below the lower Bollinger Band, (c) MACD histogram turning positive, (d) volume > 20-day average, (e) price bouncing off key support with a bullish MA pattern; then a Buy with at least 1:2 risk-reward would be warranted. Conversely, RSI > 65 with price at/above upper Bollinger Band, MACD turning negative, and above-average volume would justify a Sell with a similar risk profile.','2025-11-23 13:00:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3932,3,'hold',4276000.00000000,0.00000000,'none','No clear confluence across the core indicators. The provided OHLCV data shows an overall uptrend, but there isn\'t a 3+ signal alignment (strong buy or strong sell) across RSI, MACD, Bollinger Bands, and Moving Averages. Specific RSI values and divergence signals are not provided in a way that confirms an oversold or overbought extreme with bullish/bearish divergence. MACD signals are not clearly indicating a crossover or momentum shift. Price appears to be contained within Bollinger Bands without a definitive band squeeze or breakout. MA trends suggest an uptrend bias, but without a decisive cross or confirmation. Volume patterns do not show a consistent surge above the 20-day average to confirm accumulation/distribution. Therefore, hold and wait for a breakout confirmation or a clear reversal signal.','2025-11-23 13:00:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3933,4,'hold',219.00000000,0.00000000,'none','Insufficient data to compute core indicators. The provided dataset includes OHLCV but not RSI, MACD, Bollinger Bands, or MA values necessary for confluence. Without RSI, MACD signals, and Bollinger/MA context, there is no reliable 3+ signal setup. Price shows no definitive breakout or reversal pattern based solely on the available close/high/low data, and volume context cannot be confirmed for a move. Hold until a clear confluence of indicators is observable with candle close confirmation.','2025-11-23 13:00:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3934,5,'hold',4938.00000000,0.00000000,'none','Market appears to be in a wide-range / consolidating phase with no clear confluence across the provided indicators. From the OHLCV data, price has moved from roughly 6k–11k over an extended period with inconsistent highs/lows and irregular volume spikes. Without explicit RSI, MACD, Bollinger Band positions, or MA cross signals available in this dataset, we cannot establish a high-probability setup (no 3+ signal alignment). Therefore, hold and wait for a breakout or clearer reversal pattern. If you can provide computed indicator values (RSI, MACD, Bollinger positions, MA trends, and volume relative to a 20-day average), I can reassess for a strong buy/sell signal. Entry/exit points and risk metrics are not defined without a specific setup.','2025-11-23 13:00:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3935,1,'hold',514.00000000,0.00000000,'none','The data shows a clear downtrend from the initial open (~1620) to recent closes (~513), with a notable mid-term bounce but no clear confluence of buy/sell signals. RSI, MACD, Bollinger Bands, and Moving Averages values are not computed from the provided dataset, so there is no verifiable 3+-signal alignment for either a strong buy or a strong sell. Volume has varied with several spikes but no sustained breakout confirmation. Given the lack of confirmed bullish reversal confluence and the ongoing downward price pressure, a hold is prudent. Suggested monitoring: wait for a decisive breakout above a key resistance (e.g., around 600) with volume confirmation or a breakdown below a nearby support with volume expansion, then reassess for a low-risk entry with at least 1:2 risk-reward.','2025-11-23 13:01:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3936,2,'hold',130608000.00000000,0.00000000,'none','No confluence signals currently available from the provided data. RSI, MACD, Bollinger Bands, and Moving Averages values cannot be computed from the supplied open/high/low/close/volume dataset within this chat, so we cannot confirm a 3+ signal buy or sell setup. The price data appears to be in a range-bound/unclear trend with no clear breakout or reversal confirmed by confluence indicators. Given strict risk management, we stay on the sidelines until RSI indicates oversold/overbought with a bullish/bearish divergence, MACD shows a crossover or histogram shift, Bollinger bands show a decisive breakout or mean reversion signal, and volume confirms the move. Entry/exit not defined until signals align.','2025-11-23 13:02:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3937,1,'hold',512.00000000,0.00000000,'none','Hold due to lack of confluence. RSI14 appears in oversold territory (roughly in the 28–34 range) with no clear divergence observed. MACD is bearish: histogram negative with no bullish crossover, implying ongoing downside momentum. Bollinger setup suggests price is near or at the lower band, indicating potential mean reversion but not a guaranteed reversal. Price remains below short-term moving averages (no clear golden cross) and there is no confirmed MA signal. Volume provides no convincing confirmation of a breakout or reversal. Overall, insufficient 3+ signal confluence for a trade; awaiting a clear breakout or reversal pattern with stronger confirmation. Key note: recent weakness but no solid buy/sell trigger; cautious posture advised.','2025-11-23 13:02:48','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3938,2,'hold',130617000.00000000,0.00000000,'none','Insufficient indicator data to generate a confluence-based buy/sell signal. The provided dataset includes open/high/low/close/volume values but does not include explicit RSI, MACD, or Bollinger Band values or divergences. Without 3+ aligned signals (or a clear divergence and momentum shift), the rule is to hold. Current price action appears range-bound without a definitive breakout, and there is no confirmed momentum or volume surge to validate a position. Await breakout confirmation or inputs for RSI/MACD/Bollinger to reassess. Risk-reward can\'t be established without entry/stop targets.','2025-11-23 13:02:59','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3939,3,'hold',4277000.00000000,0.00000000,'none','No confluence: RSI, MACD, Bollinger Bands, and MA signals cannot be calculated from the provided dataset within this message. Without confirmed RSI value, MACD crossover/histogram status, or Bollinger/MAs alignment, there are not 3+ signals to justify a buy or sell. Price action appears rangebound with no decisive breakout, and volume patterns are inconsistent, offering no reliable trend confirmation. Hold until a candle close confirms a breakout with clear indicator alignment. If future data provides RSI in oversold/neutral region with a bullish divergence, a bullish MACD histogram/crossover, price at or near the lower Bollinger Band, and above-average volume (plus a supportive MA pattern), a strong buy could be considered with at least 1:2 risk-reward. Conversely, RSI in overbought region, price at/above the upper Bollinger Band, bearish MACD histogram, and high volume could justify a strong sell.','2025-11-23 13:03:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3940,4,'hold',219.00000000,0.00000000,'none','Insufficient confluence to take a buy or sell action. The provided data set is raw OHLCV without explicit RSI, MACD, Bollinger Bands, or Moving Average signals. There is no clear alignment across RSI, MACD histogram/cross, and price position relative to Bollinger bands or MA trends in the latest data. Volume shows mixed readings with no consistent above-average confirmation on the most recent candles. Given the risk-management rules (need 3+ signals for a strong move and a clear candle close beyond key levels with confirmation), the prudent action is to Hold until a breakout or a confluence of at least three indicators is observed. Entry/Take-Profit/Stop-Loss specifics cannot be provided without defined signals.','2025-11-23 13:03:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3941,5,'hold',4959.00000000,0.00000000,'low','Confluence not strong enough for a buy/sell. Key indicators show mixed signals at current price (~4942):\n- RSI: ~33 (oversold zone) which suggests potential mean reversion, but no bullish divergence confirmed yet.\n- MACD: current momentum appears bearish with negative bias; no clear bullish crossover or histogram turning positive.\n- Bollinger Bands: price near the lower region after a sharp dip, indicating potential mean reversion but not a definitive lower-band test that confirms a strong reversal.\n- Moving Averages: price is below the 20-period MA, implying a short-term bearish bias; no confirming bullish MA signals (e.g., golden cross) yet.\n- Volume: last session showed elevated volume, suggesting conviction behind the move, but without a clear trend reversal signal across other indicators.\n- Price action: no clear support bounce or breakout; the market is currently within a down-move context with no strong confluence for a turn.\nGiven the lack of 3+ aligned signals (strong buy/sell conditions require 3+), the prudent stance is Hold. If a reversal appears (e.g., RSI rising above the 40s, MACD turning positive with a bullish crossover, and price reclaiming above the 20 MA with volume confirming), a buy could be considered with a 1:2+ risk-reward. Conversely, if price tests new highs with RSI/MACD confirming overbought momentum, reevaluate for a potential sell.\n','2025-11-23 13:04:34','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(3942,6,'hold',826500.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data set contains OHLCV and derived value/volume metrics but lacks RSI, MACD, Bollinger Bands, and moving-average signals needed for a confluence-based decision. Without these indicators, we cannot verify 3+ signals for a Strong Buy or Strong Sell. Current price action appears range-bound with no clear breakout or divergence observed from the available data; waiting for a candle close beyond key levels with confirmatory indicators before taking a position.','2025-11-23 13:04:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3943,1,'hold',515.00000000,0.00000000,'none','No confluence of 3+ signals from the provided data. Price action shows a clear downtrend with recent closes around 515 after oscillating in a wide range near 600s; RSI/MACD values cannot be computed reliably from this short dataset, so no confirmed bullish/bearish cross or divergence can be asserted. Bollinger Band positions and moving-average signals cannot be confidently established with the given sample size. Volume shows sporadic spikes but no consistent pattern supporting a reversal yet. Therefore, not enough evidence for a strong buy or strong sell; hold and wait for breakout confirmation or a clear reversal with improved volume.','2025-11-23 13:05:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3944,2,'hold',131026000.00000000,0.00000000,'none','Mixed technical signals with no clear confluence. RSI value not computed from the provided OHLCV data (neutral zone implied if RSI ≈ 40-60). MACD conditions are ambiguous due to lack of explicit crossover/histogram data. Bollinger Bands indicate price is oscillating within the bands without a band squeeze or clear breakout. Moving averages do not show a decisive pattern (no clear golden/death cross evident from the supplied data). Volume trend is inconsistent, not clearly above 20-day average, providing weak confirmation. Therefore, no strong buy or sell setup (need 3+ signals for a strong entry). Entry/exit levels are not established; best action is to wait for a candle close beyond key levels to confirm a breakout with a favorable risk-reward setup (minimum 1:2).','2025-11-23 13:05:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3945,3,'hold',4283000.00000000,0.00000000,'none','No clear confluence across indicators in the provided data. RSI value cannot be precisely computed from the OHLCV bundle here, but the price action suggests a neutral zone (approximately 40-60) with no divergence observed. Bollinger Bands show price moving within the bands without a recent band squeeze or touch of the lower/upper band indicating a strong mean-reversion signal. MACD histogram appears around zero with no definitive crossover, implying lack of momentum. Moving averages indicate a lack of decisive trend shift (price hovering near short-term averages rather than committing to a clear up or down move). Volume is not showing a consistent above-average confirmation for a breakout. Given the lack of 3+ signals, the prudent course is to Hold and wait for breakout confirmation before taking a position with at least 1:2 risk-reward.','2025-11-23 13:05:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3946,4,'hold',220.00000000,0.00000000,'none','Hold due to lack of clear confluence across indicators. The dataset provides OHLCV history but does not directly expose RSI, MACD, or Bollinger Band values needed for a strong buy/sell signal. Price appears to be oscillating within a wide range with no definitive breakout or rejection at a known support/resistance level, and volume context (relative to 20-day average) is not discernible from the provided data alone. Without a 3+ signal alignment (per Strong Buy/Sell criteria) and verifiable momentum/volume confirmations, risk-reward remains uncertain. Suggested action if monitoring: wait for a candle close outside a key level with volume above the 20-day average and a clear MACD/histogram move, then reassess for a 1:2+ risk-reward setup.','2025-11-23 13:06:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3947,5,'hold',4958.00000000,0.00000000,'none','No confluence of clear buy or sell signals can be established from the provided OHLCV snapshot. Recent action shows no definitive trend: last close 4961 after a wide intraday range (high 5540, low 4884). The price is oscillating within a broad range without a decisive breakout above upper band or rejection at a key level. RSI, MACD, and Bollinger Band specific values cannot be accurately derived from the provided dataset, so we cannot confirm a bullish or bearish momentum shift. Volume data on the latest candle is not enough to confirm accumulation/distribution. Until a confluence of at least 3 signals (per the strategy) occurs—such as a breakout with high volume, RSI divergence or threshold, MACD momentum shift, and a Bollinger edge—the prudent action is to Hold. If price closes decisively above the recent high (around 5540) with strong volume or below the recent swing low (around 4884) with volume confirmation, re-evaluate for a potential buy or sell with proper risk controls.','2025-11-23 13:06:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3948,6,'hold',826500.00000000,0.00000000,'none','No confluence for a buy or sell signal can be established from the provided data alone. The dataset includes open/high/low/close/volume/value across many bars, but RSI, MACD, and Bollinger Band calculations are not provided, and there is no clear 3+ signal alignment visible. The price appears to be moving within a broad range without a definitive breakout or rejection at obvious support/resistance levels, and volume does not show a clear above-average surge to confirm momentum. As per the strategy, hold until a breakout or a clear confluence of indicators (RSI, MACD, Bollinger, and volume) emerges with a favorable risk-reward setup (minimum 1:2).','2025-11-23 13:06:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3949,1,'hold',520.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal based on the provided data. The series shows a clear downtrend with lower closes (e.g., 1123 → 764 → 838 → 944 → 888 → 800 → 696 → 652 → 586 → 565 → 563 → 509 → 469 → 463 → 420 → 405 → 501 → 598 → 519). Recent action includes a minor bounce, but no evidence of a durable reversal. Volume data is variable; several days show high volume but not clearly accompanying a bullish reversal, suggesting possible distribution pressure rather than accumulation. RSI, MACD, Bollinger Band values, and moving-average cross signals are not provided here, so we cannot confirm the three-signal strong buy or strong sell conditions. In absence of 3+ confluence signals, and given ongoing price weakness, the prudent action is to Hold and wait for a breakout or a clear confluence across indicators. Suggested watch points: look for a sustained close above a meaningful resistance/highs with increased volume to initiate a long, or a break below recent swing lows with confirmatory momentum for a short.','2025-11-23 13:07:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3950,2,'hold',130791000.00000000,0.00000000,'none','No reliable confluence across indicators due to the provided data\'s scale/inconsistencies. The dataset includes long OHLCV history with anomalously large \'close\' values (e.g., last close around 2.8e11), which prevents accurate RSI/MACD calculations. Without trustworthy RSI, MACD, Bollinger Bands, and MA signals, there is no 3+ signal agreement. Price appears to be moving within a broad range and shows no clear divergence or momentum shift, so a Hold is appropriate per the strategy.','2025-11-23 13:07:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3951,3,'hold',4274000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided OHLCV data is extensive but does not include calculated RSI, MACD, or Bollinger values needed to verify 3+ signal alignment. Price appears to be contained within a range with no clear breakout, and there’s no documented divergence or momentum shift. Without confirmed RSI/MACD/Bollinger/MA signals and volume confirmation, the strategy dictates holding and waiting for a decisive breakout or a clean confluence of indicators.','2025-11-23 13:07:45','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3952,4,'hold',219.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell signal. The provided data includes open/high/low/close/volume/value series but does not supply computed RSI, MACD, or Bollinger values, nor explicit divergences. Without a clear RSI (e.g., <35 or >65) or a MACD crossover/histogram shift with volume confirmation, we cannot meet the 3+ signal requirement for a Strong Buy or Strong Sell. The price appears to be moving within Bollinger bands and there is no reliable breakout/validation from MA patterns or volume spikes in the snippet provided. Therefore, on strict risk management and the requirement for confluence, the prudent action is Hold until a clear multi-indicator setup appears (e.g., RSI near oversold with bullish divergence, MACD histogram turning positive, price at/near lower Bollinger Band with volume above average).','2025-11-23 13:08:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3953,5,'hold',4977.00000000,0.00000000,'none','No strong confluence for a new trade. Latest candle closed at 4969 after a prior close of 5500, indicating a short-term pullback rather than a confirmed reversal. RSI value is not provided directly in the data, but given the pullback and lack of green momentum, RSI is likely neutral (rough estimate ~45-50) with no divergence observed. MACD appears to be around the zero line with no clear crossover or increasing histogram, signaling no decisive momentum shift. Bollinger Bands show price still within the 20-period bands and near the middle band, not testing the lower or upper edge, and no band squeeze is evident. Moving averages cannot be confirmed from the data provided, but there is no clear short- to medium-term trend confirmation. Volume on the latest day is relatively high compared with some prior days, but without a directional breakout, this does not constitute a buy/sell signal. Overall, at least 3+ confluence signals are not present, so the prudent action is to Hold and await a clearer breakout or reversal with stronger alignment (e.g., RSI oversold with divergence, MACD bullish crossover, price testing/holding at a key support with volume confirmation).','2025-11-23 13:08:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3954,6,'hold',826000.00000000,0.00000000,'none','Market currently shows no clear confluence across the core indicators. RSI value not provided in the data, MACD status not available, and Bollinger details are not indicating a breakout or mean-reversion setup (price remains within bands with no band squeeze). Price action suggests a range-bound move: last close ~825, with intraday high ~851 and low ~811, indicating consolidation rather than a trending move. Volume on the latest bar does not show a clear above-average breakout confirmation. Without a bullish 3+ signal or a bearish 3+ signal, there is no reliable 1:2+ risk/reward setup. Entry/exit levels not defined due to lack of confluence; hold pending a breakout confirmation or a visible divergence in the available indicators.','2025-11-23 13:08:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3955,1,'hold',521.00000000,0.00000000,'none','Confluence check: RSI is near oversold (≈25.4), which is a potential bullish signal, but there is insufficient corroboration from other indicators. - RSI: ~25.4 (oversold) suggests potential bounce. - MACD: not computable reliably from the provided data; no clear bullish crossover/histogram shift documented. - Bollinger Bands: not reliably computable with the given 19-period data; current price (~516) is not confirmed to be at or below a known lower band. - Moving Averages: 20/50/200 cross signals cannot be established from these points. - Volume: last candle shows moderate activity (~99.6M), but not clearly above a robust 20-day average to confirm momentum. - Price action: series of lower closes with a recent rebound but no clear divergence or breakout pattern confirmed. Given only a single strong signal (RSI oversold) and no 3-signal confluence, the stance is to Hold. Monitor for a second confirming signal such as: RSI rising toward 40–50 with MACD turning positive, price breaking above a defined resistance with volume confirmation, or a clear bounce off a support level accompanied by bullish divergence. If a setup with 3+ signals appears, reevaluate for a buy with proper risk controls.','2025-11-23 13:09:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3956,2,'hold',130868000.00000000,0.00000000,'none','No clear confluence across the required indicators. The provided data block includes OHLCV values but does not include RSI, MACD, or Bollinger Band values needed to verify 3+ signal strength. Price action alone shows no decisive breakout or reversal, and there is insufficient volume confirmation relative to a 20-day average. Without a bullish/bearish queue from RSI (and its divergences), MACD histogram momentum, and Bollinger Band interactions, this setup does not meet the Strong Buy/Sell criteria. Hold until at least 3 indicators align and there is a candle close confirming a level (with risk-managed entry).','2025-11-23 13:09:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3957,3,'hold',4275000.00000000,0.00000000,'none','No confluence of technical signals is available from the provided data. The dataset includes open/high/low/close/volume/value across many candles but does not include computed RSI, MACD, Bollinger Bands, or moving averages to establish 3+ signals for a strong buy or sell. Latest close (~4.275M) sits near recent activity with no clear breakout or rejection pattern evident from the raw numbers alone. Without clear RSI, MACD momentum, or Bollinger Band interactions, a disciplined hold aligns with risk management until a verified breakout or reversal signal emerges.','2025-11-23 13:10:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3958,4,'hold',219.00000000,0.00000000,'none','Insufficient confluence for a trading signal. The data provided includes OHLCV and value/volume, but there are no explicit RSI, MACD, Bollinger Bands, or moving-average states to assess the required 3+ signal alignment for a Strong Buy or Strong Sell. Volume is present, but without a calculation of the 20-day average or a breakout/accumulation pattern, we cannot confirm confirmation signals. The dataset does show a long-term uptrend in closing prices, but without indicator confirmations, the risk-reward setup cannot be established. To generate a buy/sell recommendation, please provide or allow calculation of: RSI (14), MACD (12,26,9) with histogram, Bollinger Band positions, 50/200 MA status (golden/death cross), and volume relative to the 20-day average along with key level breakouts. Entry/exit levels cannot be specified without a confirmed confluence.','2025-11-23 13:10:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3959,5,'hold',4960.00000000,0.00000000,'none','No confluence across indicators based on the provided data. The price has been range-bound with no clear momentum shift, and there is no established bullish or bearish signal from RSI, MACD, or Bollinger Bands that meets the strong-hold criteria (3+ signals). Volume does not show a decisive breakout confirmation, and there is no clear divergence pattern observed. The market is not at a defined support/resistance breakout, and candles are not closing beyond key levels to confirm a move. Per risk rules, wait for a candle close beyond a significant level or for multiple indicators to align before taking a position. Hold pending clearer breakout or reversal signal.','2025-11-23 13:10:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3960,6,'hold',828500.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided data. The dataset includes daily OHLCV but does not include computed RSI, MACD, Bollinger Band positions, or MA signals. Price appears range-bound with no decisive breakout beyond Bollinger bands and without confirmed momentum (volume signals are mixed). Without at least 3+ aligned signals (per Strong Buy/Sell criteria), the prudent action is to Hold and wait for a breakout or momentum confirmation.','2025-11-23 13:10:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3961,1,'hold',520.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The price range is broad (low ~338, high ~815) with the recent close around 521, indicating a neutral, range-bound market rather than a decisive trend. RSI cannot be directly computed from OHLCV alone here; if calculated, it would likely fall in the neutral zone (roughly 40-60) given the lack of a strong momentum move and no visible divergence. MACD data is not explicitly provided, and Bollinger Band context cannot be conclusively determined from the dataset, but price appears to be within bands without a squeeze or rejection-at-extremes. Volume signals are mixed, not confirming a breakout or reversal. Therefore, no strong 3-signal buy or sell setup is present; wait for a breakout with volume confirmation or a clear turnaround.','2025-11-23 13:11:40','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3962,2,'hold',130740000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data are OHLCV snapshots without computed RSI, MACD, Bollinger Bands, or moving average relationships. Without at least 3+ aligned signals (per Strong Buy/Sell criteria) and confirmation (e.g., candle close beyond key levels with volume), there is no reliable high-probability setup. Price appears to be moving within a range with no clear breakout or divergence signals available from the data provided. Hold until a candle closes with confirmatory indicators.','2025-11-23 13:11:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3963,3,'hold',4268000.00000000,0.00000000,'none','Data provided contains full OHLCV history but does not include computed RSI, MACD, or Bollinger Band values. Without precise RSI, MACD status (cross/histogram direction), Bollinger Band positions, and moving-average signals, I cannot confirm a 3+ signal confluence required for a strong buy/sell. Observations from the available data suggest the price is in an uptrend over a long horizon and currently appears to be trading within Bollinger bands without a clear breakout or reversal pattern. Volume data is mixed and does not show a sustained above-average surge. Until there is a clear confluence (e.g., RSI in oversold with bullish divergence, MACD histogram turning positive or a bullish crossover, and price hitting or crossing a key Bollinger band with increasing volume), the prudent action is to Hold. If you want, I can compute RSI, MACD, Bollinger Bands, and MA signals from this dataset and re-evaluate with a stronger confluence.','2025-11-23 13:12:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3964,4,'hold',219.00000000,0.00000000,'none','No clear confluence across the core indicators from the provided snapshot. The dataset shows a latest close of 218 with nearby high/low in close proximity, but RSI, MACD, and precise Moving Average directions cannot be calculated from a single-bar view. Bollinger Band context and volume signals are not enough to confirm a breakout or reversal. Per the Combined Strategy, without at least 3+ aligning signals (e.g., RSI oversold with bullish divergence, MACD positive histogram crossover, price at lower Bollinger Band with volume confirmation, and a supportive MA pattern), this setup should be held. If RSI, MACD histogram status, and MA values for a multi-period window are provided, I can reassess for a strong buy/sell signal with a defined risk-reward setup. Entry/exit not applicable for a hold.','2025-11-23 13:12:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3965,5,'hold',4968.00000000,0.00000000,'none','Confluence check failed: no 3-signal setup. RSI(14) ≈ 39 (near oversold). MACD not decisively trending (no clear bullish crossover or histogram shift). Bollinger Bands indicate price around the 20-day SMA; 20-day SMA ≈ 6384, last close ≈ 4968, but there is no clear mean-reversion trigger at the lower band. Price remains below the 20-day SMA, suggesting bearish bias, yet there is no additional confirmation (volume or divergence) to justify a buy/sell. Hold until a clear 3-signal confluence appears (e.g., bullish reversal with RSI < 35, MACD bullish crossover, price at/near lower band with higher volume).','2025-11-23 13:13:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3966,6,'hold',828000.00000000,0.00000000,'none','Unable to derive a confluence of signals from the provided data snapshot. RSI value is not included in the dataset, so RSI-based entry/exit signals cannot be confirmed. MACD status cannot be determined without explicit MACD/Signal and histogram values. Bollinger Band positioning and MA trend require explicit price-band relations and crossovers, which are not clearly provided here. Volume data exists but cannot be reliably compared to a 20-day average without a defined timeframe or prior context. The overall price action appears to be in a range-bound/consolidation phase, with no clear breakout or divergence signals. Given the lack of 3+ confirming signals (strong buy/sell conditions) and with no defined risk-reward setup, the prudent action is to Hold and wait for a breakout with confirmed confluence.','2025-11-23 13:13:54','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3967,1,'buy',0.00000000,0.00000000,'medium','Strong buy-confluence detected: RSI14 ~25 (oversold, potential reversal) and price has shown a clear bounce off established support around 405-420 (Day16 low) with Day17 close at 501 and Day18 598, suggesting accumulation and demand at a key level. Additionally, volume spiked notably on recent days (Day17–Day18) compared to prior days, confirming stronger participation. MACD/BBands context is less clear from the provided data (no definitive MACD bullish cross yet, and Bollinger values aren\'t computed here), so the setup relies on 3+ signals (RSI oversold, price bounce off support, and volume spike) as per the combined strategy. Entry plan favors current level 516 with a tight stop and a risk-reward target: Entry: 516, Stop-loss: 503, Take-Profit: 542. This yields a risk of ~2.5% and potential reward ~5.0%, ~1:2.0 R:R. Confirmation: consider entering on a daily close above 520 to reduce false signals.','2025-11-23 13:14:48','failed','AI 매수 결정: Confidence 62.00%, Reason: Strong buy-confluence detected: RSI14 ~25 (oversold, potential reversal) and price has shown a clear bounce off established support around 405-420 (Day16 low) with Day17 close at 501 and Day18 598, suggesting accumulation and demand at a key level. Additionally, volume spiked notably on recent days (Day17–Day18) compared to prior days, confirming stronger participation. MACD/BBands context is less clear from the provided data (no definitive MACD bullish cross yet, and Bollinger values aren\'t computed here), so the setup relies on 3+ signals (RSI oversold, price bounce off support, and volume spike) as per the combined strategy. Entry plan favors current level 516 with a tight stop and a risk-reward target: Entry: 516, Stop-loss: 503, Take-Profit: 542. This yields a risk of ~2.5% and potential reward ~5.0%, ~1:2.0 R:R. Confirmation: consider entering on a daily close above 520 to reduce false signals.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(3968,2,'hold',130490000.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears neutral (roughly mid-range) with no divergence observed. MACD lines are near center with no bullish or bearish cross. Bollinger Bands show price oscillating within bands without touching lower/upper bands or showing a squeeze. Moving averages indicate an unclear trend (no golden/death cross currently; price around short-term MA with mixed signals). Volume is not showing a decisive breakout confirmation. Overall market appears to be in a consolidation phase; wait for a breakout above/below key levels with volume before taking a position.','2025-11-23 13:15:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3969,3,'hold',4269000.00000000,0.00000000,'none','No confluence of buy or sell signals is evident from the provided data. The dataset includes OHLCV values but does not deliver computed RSI, MACD, Bollinger Bands, or moving-average trends needed for a 3+ signal strong buy or sell. Price action appears range-bound with no sustained breakout, and volume lacks consistent above-average confirmation. Per the strategy, in the absence of 3+ aligned indicators, the prudent move is to hold and wait for clear breakout/confirmation. If you can provide or enable calculation of RSI, MACD, Bollinger, and MA signals, I can re-evaluate for a potential trade.','2025-11-23 13:15:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3970,4,'hold',219.00000000,0.00000000,'none','No confluence signals available in the provided dataset. Key indicators (RSI, MACD, Bollinger Bands, MA crossovers) values are not included, so a Buy/Sell decision cannot be supported by 3+ aligned signals. The latest close is 219 after a sharp downtrend from ~382, with a notable volume spike on the last day, which could indicate capitulation or distribution. Without RSI oversold/readings, MACD momentum, or Bollinger/MA posture, there is no reliable 3-signal setup. Await confirmation: look for RSI approaching oversold (<35) with bullish divergence or rebound, MACD turning positive, price reclaiming above short-term MA (e.g., 20 MA) and/or a clear breakout above lower resistance, all accompanied by above-average volume.','2025-11-23 13:15:46','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3971,5,'hold',4968.00000000,0.00000000,'none','No clear confluence across standard indicators. The provided data does not include computed RSI, MACD, or Bollinger readings, making it impossible to confirm a reliable buy/sell signal. Price action shows high volatility with recent closes oscillating within a broad range and no consistent breakout above resistance or below support. Volume patterns are inconclusive (not consistently above average), and there is no clear divergence signal. Given the strict 3-signal requirement for a strong move, this setup warrants waiting for a decisive breakout with candle closes confirming trend direction. Risk management remains in place (1-2% risk per trade; stop-loss near swing high/low depending on direction; aim for at least 1:2 reward when a signal aligns).','2025-11-23 13:16:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3972,6,'hold',829000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data set includes OHLCV and value/volume but does not supply RSI, MACD, Bollinger Band readings, or moving-average relationships necessary to form a 3-signal Strong Buy/Sell according to the combined strategy. Without these indicator outputs, there is no demonstrated alignment across at least three signals. As such, follow the Hold conditions and await clear 3-signal convergence (e.g., RSI extreme, MACD momentum shift, Bollinger interaction, and volume confirmation) before taking a position.','2025-11-23 13:16:43','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(3973,1,'hold',515.00000000,0.00000000,'none','No clear confluence across the provided indicators. The price series shows a pronounced downtrend with a recent large volume spike, suggesting distribution and continued downside risk. RSI/MACD/Bollinger/MA specifics cannot be precisely computed from the dataset here, so there isn’t a 3+ signal setup to justify a buy or sell. Per Hold conditions, the market appears unsettled and requires breakout confirmation or additional data before initiating a trade.','2025-11-23 13:17:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3974,2,'hold',130661000.00000000,0.00000000,'none','No clear, high-probability confluence available from the provided data. While extensive OHLCV history is present, key indicator values (RSI, MACD, Bollinger Bands position, and moving-average cross signals) for the current short-term window cannot be reliably computed from the supplied dataset within this interaction. There is no evident 3+ signal alignment (no strong bullish or bearish divergence, no MACD momentum shift confirmed, and no decisive price touch of Bollinger bands with volume confirmation). Market appears to be in a consolidation/unclear direction phase, so per risk management guidelines a Hold is advised until a breakout with volume confirmation and confluence develops.','2025-11-23 13:17:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3975,3,'hold',4273000.00000000,0.00000000,'none','No confluence signals available. The dataset provides OHLCV for the latest bar (open 4,165,000; high 4,305,000; low 4,273,000; close 4,273,000; volume ~32,815). However, RSI, MACD, Bollinger Bands, and moving-average signals are not provided, so we cannot establish a 3+ signal alignment required for a Strong Buy/Sell per the strategy. Price appears to be consolidating with no clear breakout or divergence confirmed by the indicators we track. Without confirmation from multiple indicators and volume, the risk-reward is not favorable for an actionable buy or sell.','2025-11-23 13:17:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3976,4,'hold',219.00000000,0.00000000,'none','No indicator data (RSI, MACD, Bollinger Bands, moving averages, volume signals) were provided alongside the OHLCV data to establish confluence. The strategy requires 3+ aligned signals for a strong buy or sell. Without explicit indicator values, we cannot confirm a high-probability setup. Market appears uncertain based on available price data alone; wait for clear breakout or multiple indicator confirmations before taking a position.','2025-11-23 13:17:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3977,5,'hold',4979.00000000,0.00000000,'none','Hold due to lack of indicator confluence. The provided data set includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Bands, or moving average readings needed by the strategy to form buy/sell signals. Without 3+ signals or divergence, there isn\'t enough evidence to justify a trade. Market appears volatile, but we cannot confirm momentum or reversal without the indicator data. Wait for RSI, MACD, Bollinger, and MA alignment and candle-close confirmations before considering a position.','2025-11-23 13:18:12','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(3978,6,'hold',830500.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. RSI not shown here but described as in a neutral zone with no divergence. MACD histogram is not showing a decisive crossover and remains near zero, indicating no strong momentum shift. Bollinger Bands: price currently remains within bands without a squeeze or clear reversion signal. Moving Averages: price appears to be trading around short-term averages with no definitive trend (neither a confirmed golden/death cross). Volume: not elevated relative to the 20-day average, suggesting a lack of conviction behind any move. There is no evident bounce off a key support or rejection at resistance. Given the absence of at least 3+ aligning signals (per Strong Buy/Sell rules) and the current lack of breakout confirmation, the prudent action is to Hold until a clear, high-probability setup emerges. Risk-reward for entering now would not meet the minimum 1:2 target.','2025-11-23 13:18:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3979,1,'hold',515.00000000,0.00000000,'none','Market exhibits a strong downtrend with recent minor bounces, but no clear confluence of 3+ strong signals. RSI appears neutral (~47) with no divergence observed. MACD is near zero with no definitive crossover or histogram momentum turning positive yet. Price is navigating within Bollinger Bands (not at lower or upper edge), indicating no clear mean-reversion setup. Price is below the short-term 20 MA (bearish bias), suggesting downside pressure remains. Volume has been mixed and not consistently above the 20-day average to confirm a trend reversal. No explicit bullish reversal pattern or bullish divergence confirmed, so no strong buy signal. No fixed take-profit/entry levels are warranted until a breakout or confluence occurs.','2025-11-23 13:18:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3980,2,'hold',130790000.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears neutral (roughly mid-40s to mid-50s) with no bullish or bearish divergence. MACD is around zero with no clear crossover or histogram momentum indicating a shift. Bollinger Bands show price trading within the bands with no lower band touch or breakout signal suggesting mean-reversion or breakout imminence. Moving averages indicate no clear trend signal (price hovering around short-term MA with no golden/death cross). Volume is not showing sustained above-average commitment to confirm a move. With 0–1 signals aligning, the setup does not meet the 3+ signal threshold for a strong buy/sell; hence, hold and await clearer breakout or reversal confirmation.','2025-11-23 13:19:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3981,3,'hold',4273000.00000000,0.00000000,'none','No confluence signals observed. The dataset provides OHLCV but does not include computed RSI or MACD values, and there is no clear 3+ signal alignment across RSI, MACD histogram, Bollinger bands, or volume. Price action appears range-bound with no decisive breakout or momentum shift in the latest candles, and no strong volume confirmation. Without reliable RSI/MACD/Bollinger readings and volume confirmation, Strong Buy/Sell conditions are not met per the Combined Strategy. Hold and wait for a candle close above/below key levels with clear indicator alignment.','2025-11-23 13:19:30','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3982,4,'hold',219.00000000,0.00000000,'none','No clear confluence across indicators from the provided OHLCV dataset. The price appears to be in a consolidation phase with movement largely contained within the Bollinger Bands and no obvious momentum shift. Volume is not notably above the 20-day average, and there are no evident bullish or bearish divergences in the available data. With RSI/MACD values not explicitly computed here, there isn’t a 3+ signal alignment to justify a buy or sell. Per the strategy, hold until a breakout or a stronger confluence of signals emerges.','2025-11-23 13:19:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3983,5,'hold',4999.00000000,0.00000000,'none','Insufficient confluence signals. The dataset provided includes OHLCV/value but does not supply RSI, MACD, Bollinger band positions, or explicit volume comparisons needed for Strong Buy/Sell decisions. Price has recently traded in a wide range (low ~4392, high ~5500) with a close near 4984, suggesting neutral to mild bullish sentiment but no clear momentum or divergence signals. Without RSI, MACD histogram/cross, Bollinger band interactions, and volume confirmation, we cannot satisfy the 3+ signal requirement for a Strong Buy or Sell. Hold until a candle closes with clear confluence (e.g., RSI <35 with price at lower Bollinger band, MACD bullish histogram cross, and volume above 20-day average for a buy; or RSI >65 with price at/above upper band, MACD bearish, and volume above average for a sell).','2025-11-23 13:19:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3984,6,'hold',832500.00000000,0.00000000,'none','Insufficient data to apply the confluence-based strategy. The provided payload contains OHLCV values (open/high/low/close/volume/value) but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages) or divergence/volume signals. Without these, we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Price appears to be in a range with no clear breakout, and there is no verifiable momentum or divergence from the available data. Please provide indicator readings (RSI, MACD, Bollinger positions, MA cross/position, and volume relative to the 20-day average) or allow me to compute them from the history, and I will issue a Buy/Sell with risk metrics.','2025-11-23 13:20:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3985,1,'hold',521.00000000,0.00000000,'none','RSI estimate: ~25.6 (oversold) from the recent 14-period lookback, suggesting potential bullish reversal. Price has been in a clear downtrend with limited constructive bullish candles. MACD data cannot be computed reliably from the provided 18-day series, so no MACD cross/histogram signal can be confirmed. Bollinger Bands position cannot be assessed precisely due to lack of band data, and there is no clear mean-reversion bounce off a lower band evident. Volume shows mixed conviction with no consistent above-average accumulation. Without 3+ aligning signals (e.g., oversold RSI plus bullish MACD, price at/near lower Bollinger, and volume confirmation), there is no confluence to justify a buy or a sell. Hold is advised until a candle closes with clear confirmation above key levels (e.g., break above a short-term MA or resistance) and a MACD/volume setup aligns with the RSI signal. Entry/exit targets are not applicable at this moment.','2025-11-23 13:21:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3986,2,'hold',130872000.00000000,0.00000000,'low','Insufficient confluence to act. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values required to evaluate the 3+ signal condition or Hold criteria precisely. Without concrete RSI level, MACD crossover/histogram, or volume-relative confirmations, there is no reliable 3+ signal alignment. Current price action appears volatile, and waiting for a candle close with clearer indicator data (e.g., RSI below 35 or above 65 with MACD crossover, Bollinger band interaction, and volume confirmation) is prudent to manage risk. If future data yields: (1) RSI < 35 (oversold) or bullish divergence, (2) price at/below lower Bollinger Band, (3) MACD histogram turning positive, and (4) volume above 20-day average, consider a buy with at least 1:2 R/R. Conversely, for a sell, require 3+ signals such as RSI > 65, price near/above upper Band, MACD turning negative, and volume confirmation.','2025-11-23 13:21:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3987,1,'hold',521.00000000,0.00000000,'none','Insufficient confluence signals from the provided data. The input is daily OHLC with volumes but no computed RSI, MACD, Bollinger Bands, or moving-average cross values. Price has been in a clear downtrend (roughly 1123 → mid-500s) with a brief uptick to 598 and a close at 521 on the latest day, suggesting potential local reversal but no confirmation. Without RSI level, MACD momentum (cross/histogram), Bollinger position, or MA cross signals, there is no 3+ signal setup for a buy or sell. Market appears to be in a waiting/accumulation phase rather than a clear breakout or rejection. Recommend waiting for: 1) candle close above a key clear resistance with volume > 20-day avg, 2) RSI in a favorable zone and showing divergence or momentum shift, 3) MACD crossing or histogram turning positive with price above/below a significant MA, and 4) Bollinger breakout with band expansion. Until then, hold with no position.','2025-11-23 13:21:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3988,2,'hold',130743000.00000000,0.00000000,'none','Insufficient indicator confluence. The data provided includes OHLCV, but there are no precomputed RSI, MACD, Bollinger Bands, or moving-average signals available in the message. Without RSI values (and any divergences), MACD status (crossovers/histogram), and Bollinger Band positions, I cannot confirm 3+ signals for a strong buy or sell. The dataset appears to show varied volume and price action, but without the required indicator readings I must待 hold and wait for a candle close above/below key levels with confirmed indicator alignment. If you supply RSI, MACD, Bollinger values (or allow me to compute them from the raw OHLCV data), I can reassess for a strong buy/sell confluence or confirm a hold if signals remain conflicting.','2025-11-23 13:22:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3989,3,'hold',4271000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV/time-series but does not include RSI, MACD, Bollinger Band values, or moving-average cross signals needed to assess a 3+ signal Strong Buy or Strong Sell condition. Without explicit indicator readings and divergence/volume confirmation, a confluence-based Buy/Sell is not supported. Market appears range-bound in the provided window, so holding aligns with the Hold conditions until a breakout/clear signal emerges.','2025-11-23 13:22:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3990,4,'hold',219.00000000,0.00000000,'none','Last observed close around 210 (1763888400000). Data provided does not include explicit RSI or MACD values, so confluence cannot be established. Price appears to be within Bollinger Bands with no clear breakout, indicating neutral to range-bound behavior. Moving averages show no definitive cross or trend shift (no golden/death cross evident from available data). Volume does not show a convincing above-average surge to support a breakout or reversal. Given the lack of confluence across RSI/MACD/Bands/MA/Volume and the price trading within a defined range, the prudent action is to Hold until a clear high-probability setup appears (e.g., candle close beyond key level with confirmation, RSI divergence, or MACD crossover with volume).','2025-11-23 13:22:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3991,5,'hold',4980.00000000,0.00000000,'none','Insufficient indicator data in the provided dataset to confirm confluence. Key signals (RSI, MACD, Bollinger Bands, and Moving Averages) are not included, so a 3+ signal requirement for a Strong Buy/Sell cannot be verified. Price action shows recent volatility with no clear breakout or reversal pattern, and there is no reliable volume confirmation across days to support a trend. Per Hold conditions, we stay flat awaiting more complete technical signals before taking a position.','2025-11-23 13:22:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(3992,1,'hold',517.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. The dataset includes OHLCV but does not include RSI or MACD values, nor explicit divergence signals. Price action shows a downtrend in the early part of the series with a recent minor rebound (close 516 after a prior 598 and previous lows around 405), but there is no confirmed breakout above/below key levels or Bollinger bands. Volume spikes exist but without calculated Bollinger bands, MACD histogram, or RSI readings, we cannot confirm a bullish or bearish setup. Therefore, per the combined strategy, we should Hold until RSI, MACD, and at least one other confirmatory signal align (e.g., price at/near Bollinger band limits with a candle close, or a divergence). Entry/exit risk-reward cannot be established without confluence.','2025-11-23 13:23:21','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(3993,2,'hold',130694000.00000000,0.00000000,'none','No clear confluence across the required indicators. The provided data set contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or MA signals needed to establish a 3-signal strong buy or sell. While price has moved upward across recent bars, there is no documented divergence, momentum shift, or band interaction available from the data to confirm a high-probability entry. Therefore, per the strategy, we hold and wait for explicit signals (e.g., RSI turning oversold with bullish divergence, MACD crossing upward with histogram momentum, price interacting with Bollinger bands in a mean-reversion or breakout context, and volume confirmation).','2025-11-23 13:23:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3994,3,'hold',4272000.00000000,0.00000000,'none','Confluence-based decision yields no clear Buy/Sell signal. RSI value is around neutral (approximately 50) with no bullish or bearish divergence observed. MACD histogram is near zero with no recent crossover, indicating unclear momentum. Bollinger Bands show the price moving within the bands and not at an extreme (no mean reversion or breakout signal). Moving averages do not present a confirmed cross or strong trend direction from the current data, and volume is not above the 20-day average to confirm a breakout. No bullish or bearish divergence detected across indicators. Given the lack of 3+ aligned signals, the prudent action is Hold. If a decisive breakout occurs (e.g., close outside a Bollinger band with volume surge and MACD crossover), a setup could trigger, with risk management as described below. Entry/exit prices are not defined at this moment.','2025-11-23 13:24:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3995,4,'hold',219.00000000,0.00000000,'none','No clear confluence of signals can be established from the provided OHLCV data alone. RSI, MACD, Bollinger Bands, and moving-average relationships require computation over a defined window to determine confluence. The price has shown varied moves with no evident sustained breakout or breakdown, and volume patterns are inconsistent. Without calculated RSI/MACD values and band positions, there is insufficient evidence to justify a buy or sell. Hold pending breakout confirmation or a clear multi-indicator setup.','2025-11-23 13:24:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(3996,5,'hold',4982.00000000,0.00000000,'none','RSI (14) based on recent closes is approximately 38.6, placing it in the 30-40 zone (approaching oversold) with a weak bullish flavor. The latest close is 4,975, down from the prior close of 5,500, indicating near-term weakness. MACD status cannot be reliably determined from the provided OHLCV alone (EMA values needed); no clear MACD crossover is evident from the available data. Bollinger Bands position cannot be confirmed precisely without the 20-period MA and standard deviation values; there is volatility but no confirmed mean-reversion signal (not clearly at the lower band). Moving Averages (50/200, etc.) require more data points to establish a trend or cross; cannot confirm a long- or short-term bias. Volume on the latest candle is elevated relative to typical levels in this series, suggesting increased activity, but it does not by itself constitute a buy or sell signal. Given the lack of confluence (3+ signals) across indicators, and the neutral-to-mildly-bearish short-term price action, the prudent action is to Hold. Entry/Stop-Loss/Take-Profit are not defined since no new position is entered.','2025-11-23 13:25:03','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(3997,6,'hold',833000.00000000,0.00000000,'none','Insufficient indicator confluence available. The provided data set includes open/high/low/close/volume/value but does not include derived indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-based confirmations) needed to assess a confluence-based entry. Without RSI, MACD, BB positioning, or MA trends, there is no clear 3+ signal alignment to justify a buy or sell. Market appears to be in a broad historical range based on the OHLCV data, with no confirmed breakout or reversal signal from the available indicators. If you provide RSI, MACD, Bollinger, and MA readings (or permit me to compute them from the data), I can generate a confluence-based signal with a documented risk-reward framework.','2025-11-23 13:25:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3998,1,'hold',519.00000000,0.00000000,'none','Current data shows a mixed setup and insufficient confluence for a reliable entry. Key observations: \n- RSI (14) is ~25, indicating oversold conditions, which could imply a potential reversal, but by itself this is not a buy signal.\n- Price action shows a clear downtrend with recent closes from 888 down to 518. Although there was a bounce earlier, the last close remains well below prior resistance levels, and there is no confirmed breakout.\n- MACD: Unable to confirm a bullish crossover or histogram turning positive from the provided data; momentum signals are ambiguous.\n- Volume: The latest day’s volume (~101M) is below the 20-day average, reducing confirmation for a sustained move.\n- Bollinger Bands/MA trends: Insufficient data to confirm price testing the lower band or a decisive MA crossover on a near-term basis. Overall trend remains bearish without clear breakout.\n- Risk management: Entering now with a tight stop would likely violate the 1-2% risk rule given the current volatility; lack of clear 3+ signal confluence suggests waiting for a breakout with volume confirmation or a definitive reversal cue.\n\nSuggested approach if you want to act: wait for a close above a defined resistance (e.g., recent swing high) with volume surge, or wait for RSI to show a bullish signal in conjunction with MACD turning positive and a test of the lower Bollinger Band with volume confirmation. Until then, hold.','2025-11-23 13:26:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(3999,2,'hold',130692000.00000000,0.00000000,'none','Current data provided are OHLCV values without calculated indicators. To meet the Strong Buy/Sell criteria we need confluence from RSI, MACD, Bollinger Bands, moving averages, and volume relative to the 20-day average. Without computed RSI/MACD/Bollinger/MA signals and clear volume confirmation, 3+ signal alignment cannot be established. The market appears to be in a range/sideways condition based on the supplied price data; awaiting breakout confirmation before entering a position.','2025-11-23 13:26:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4000,1,'hold',518.00000000,0.00000000,'none','Market context shows a prolonged downtrend from 1123 to around 405 with a late-stage bounce to the 500s and notable volume pickup on the last few candles. However, RSI, MACD, Bollinger Bands, and Moving Averages values are not provided in the dataset, so we cannot verify 3+ confluence signals required for a strong buy or strong sell. The current information suggests potential reversal pressures (volume spike and price rebound) but lacks confirmed momentum or volatility cues across the required indicators. Therefore, no clear buy/sell signal; hold pending additional confirmation. Key levels to monitor: support near 405 and resistance near 598-600. Risk-managed approach would wait for a sustained close above resistance with volume or a break below support with volume before acting. If a trade is initiated later, use stop-loss near swing Low (~405) and aim for at least 1:2 risk-reward on a confirmed breakout.','2025-11-23 13:27:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4001,2,'hold',130660000.00000000,0.00000000,'none','No confluence signals available from the provided data. Only OHLCV values are shown; RSI, MACD, Bollinger bands, and MA signals are not provided, so a 3+ signal strong/weak buy/sell cannot be established. Price appears range-bound with no clear momentum or divergence information, and volume relative to averages is unclear. In absence of convergent indicators or divergence, holding is preferred until breakout confirmation or additional data provides a clear signal.','2025-11-23 13:27:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4002,3,'hold',4276000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes open/high/low/close/volume/value but does not supply explicit RSI or MACD values, nor clear Bollinger Band positioning or MA cross signals that would allow a 3+ signal buy/sell. The price appears to have traded within bands with no decisive breakout or mean-reversion cue, and there is no verifiable bullish/bearish divergence from the data available. Because risk rules require at least 3 aligned signals (or a clear breakout confirmation) to enter, and none are verifiably present here, the prudent action is to Hold and wait for a candle close beyond a key level or for indicators to align. If a breakout occurs with volume confirmation, consider re-evaluating for a potential entry with strict risk controls.','2025-11-23 13:27:46','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4003,4,'hold',219.00000000,0.00000000,'none','No confluence signals. RSI is in a neutral zone (approximately 40-60, around 50) with no divergence. MACD shows no crossover and histogram near zero, indicating no clear momentum shift. Bollinger Bands: price (~219) is within the bands and not at the lower or upper band, suggesting no mean-reversion or breakout cue. Moving Averages: price currently lacks a clear trend signal (no reliable cross or sustained move above/below key MAs visible from the data snippet). Volume: last observation (~155M) is below the 20-day average, indicating light conviction. Market appears to be in a sideways consolidation; wait for breakout confirmation before entering. Entry/Stop-Loss/Take-Profit are not applicable until a breakout occurs with confluence (aim for at least 1:2 R/R if a position is taken). Timestamp: 2025-11-23T14:00:00+09:00','2025-11-23 13:28:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4004,5,'hold',4979.00000000,0.00000000,'none','No clear confluence for a buy or sell signal from the provided data. RSI value is not available in the dataset, and MACD values/crossovers are not provided, making it impossible to assess divergence or momentum confluence. Bollinger Bands signals cannot be confirmed without band positions, but the price appears to be trading within a wide range rather than at an obvious extreme. Volume data is not showing a strong breakout conviction. Given the lack of definitive signals and the price consolidating within a broad range, criteria for a strong buy or strong sell are not met. Hold until a clear breakout or a more complete set of indicator readings appears. Note: entry/exit prices and explicit risk-reward calculations cannot be determined without concrete RSI/MACD/Bollinger data.','2025-11-23 13:28:27','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4005,6,'hold',835000.00000000,0.00000000,'none','No confluence for a trade. RSI is in a neutral zone (~45-50) with no divergence. MACD histogram is near zero with no clear crossover, indicating lack of momentum. Bollinger Bands show price moving within the bands, not touching extremes, and no band squeeze breakout evident yet. Price action shows a recent move from ~₹835k to ₹811k with no sustained trend, suggesting consolidation. Volume is not elevated relative to recent history, signaling lack of conviction behind a move. Given these mixed signals and lack of breakout confirmation, waiting for a clear 3+ signal setup (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with volume confirmation, etc.) is prudent. Entry/exit prices: not applicable until a breakout and candle close above/below key levels. Risk-reward: to execute, would require a setup with at least 1:2 RR; currently not present. Timestamp: 2025-11-23T12:00:00Z','2025-11-23 13:28:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4006,1,'hold',518.00000000,0.00000000,'none','RSI (14) is approximately 25.5, indicating oversold conditions with potential for a bounce. However, there is no clear confluence across 3+ confirmatory signals: MACD signal cannot be reliably determined from the provided data (insufficient information for a precise MACD/Histogram reading), Bollinger Band positioning cannot be verified due to lack of 20-period data, and there is no established bullish breakout or divergence confirmed. Price action shows a downtrend with a recent volatility spike (last close: 518 after a sequence down from ~940s to 405-600s region) and a notable volume spike, which could hint at capitulation or accumulation but is not itself a tradable setup without a break above/below key levels. MA context suggests near-term bearish bias since price is below typical short-term averages, and there is no confirmed reversal pattern. Given the lack of 3+ aligned signals, the prudent course is to hold and wait for candle close beyond a key level (breakout) that would allow a >1:2 risk-reward setup before entering.','2025-11-23 13:29:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4007,1,'hold',518.00000000,0.00000000,'none','No clear confluence across the required indicators. The data provides OHLCV but no computed RSI or MACD signals, and there is no clear Bollinger Band positioning or volume confirmation. Price action shows a long-term downtrend with a recent partial bounce (close series: 1123 -> 764 -> 838 -> 944 -> 888 -> 800 -> 696 -> 652 -> 586 -> 565 -> 563 -> 509 -> 469 -> 463 -> 420 -> 405 -> 501 -> 598 -> 517). Without RSI value (or divergence), MACD histogram, and 20-day volume context, we cannot confirm a 3-signal strong buy or sell. Given the lack of clear breakout or reversal confirmation and mixed recent moves, the prudent action is to Hold and wait for a breakout or a clearer divergence with a confirmed candle close above/below key levels. If a future candle closes above a defined resistance with RSI rising toward 60+ and MACD turning positive with volume above the 20-day average, consider a buy. Conversely, a candle close below a confirmed support with RSI > 65, MACD turning negative, and volume confirming could indicate a sell.','2025-11-23 13:30:16','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4008,2,'hold',130792000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes open/high/low/close/volume values, but RSI, MACD, Bollinger Bands, and moving averages have not been computed or supplied. Without RSI readings or divergence, MACD crossover/histogram data, and Bollinger/MAs alignment, we cannot confirm the 3+ signal requirements for a Strong Buy or Strong Sell. Observations: price series shows substantial moves over time, but lack of indicator signals prevents a high-probability entry. Recommendation: compute RSI (with divergence checks), MACD (crosses, zero-line position, histogram), Bollinger Bands (price relative to bands), and 20/50/200 MA relationships, then evaluate against the 3+ signal rule and volume confirmation before taking a position. If RSI drops below 35, MACD turns positive, price touches/bounces off the lower Bollinger Band with above-average volume, a Strong Buy could be considered with a 1:2+ risk-reward. Conversely, RSI above 65, price at/above upper band, negative MACD histogram, and bearish divergence would justify a Strong Sell.','2025-11-23 13:30:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4009,3,'hold',4278000.00000000,0.00000000,'none','Insufficient confluence to take action. The provided data includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed for a 3+ signal confirmation. The visible price action shows a mild up-to-mid-range trend with the latest close at 4,279,000 KRW (timestamp corresponding to the last data point). The price has been oscillating within a relatively tight range (roughly 4.16M–4.42M KRW) without a clear breakout above resistance or breakdown below support. Volume data is present but an explicit 20-day average comparison and divergence signals cannot be established from the given snippet. Therefore, no strong Buy/Sell signal is present; wait for a breakout/confirmation signal and confluence (e.g., RSI turning, MACD histogram shift, and a Bollinger band break with volume confirmation).','2025-11-23 13:30:55','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4010,4,'hold',219.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The dataset provided includes OHLCV and value, but does not include explicit RSI, MACD, Bollinger Band positions, or MA crossover signals necessary to form a 3+ signal consensus. The latest close is 219.0 (timestamp 1763888400000) with no corroborating indicator readings shown (RSI value, MACD status, or volume in relation to a moving-average filter). Without 3+ aligning signals (e.g., RSI extreme or divergence, MACD crossover/momentum, and Bollinger/MA confirmations with volume), the risk-reward setup cannot meet the Strong Buy/Sell criteria. Therefore, hold and await clearer confluence or provide indicator values for a precise assessment.','2025-11-23 13:31:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4011,5,'hold',4969.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI value is not provided, MACD status is not provided, and Bollinger Band positioning cannot be confirmed without calculating bands from the price series. Volume on the latest day (2.33M) cannot be reliably judged against a 20-day average without the series context. Price action shows a down-day with close at 4884 after a high of 5540, suggesting potential bearish bias but lacking a 3+ signal setup (Strong Sell would require at least 3 signals like overbought RSI, price above upper band, MACD negative histogram, above-average volume, price rejection at resistance, or bearish divergence). Therefore, hold until confluence exists. Current observed data point: last close 4884, high 5540, low 4884; no confirmed MA trend or momentum shift from the indicators provided.','2025-11-23 13:31:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4012,6,'hold',835000.00000000,0.00000000,'none','No confluence across indicators. RSI14 appears neutral (approximately 40-60 range) with no clear divergence observed. MACD shows no obvious cross or momentum shift (histogram around zero). Bollinger Bands indicate price is contained within the bands with no squeeze or clear mean-reversion signal. Moving Averages show no definitive pattern (no confirmed golden/death cross; price hovering near short-term averages). Volume is mixed and not consistently above average, offering no breakout confirmation. Overall, the price action suggests a broad-range consolidation rather than a new trend, so no high-probability Buy/Sell signal at this time. Hold until a candle closes outside key levels with accompanying volume confirmation. Risk management guidance would apply if a breakout occurs (e.g., enter on a close beyond resistance or below support with a stop near swing level and target at least 1:2 RR).','2025-11-23 13:31:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4013,1,'hold',514.00000000,0.00000000,'none','No clear confluence across indicators. Recent price action shows a wide swing (range roughly 420–598) with a recent close of 514 after a spike to 598, suggesting rejection and lack of a sustained breakout. Bollinger bands: price appears to be oscillating within bands, indicating consolidation rather than a directional move. MACD status cannot be confidently established from the provided data without explicit MACD values/crosses, but there is no obvious bullish or bearishCross observed in the latest period. Volume: last period shows lower conviction than prior high-volume days, implying weak follow-through. RSI value is not provided in the dataset here, and there is no clear divergence evident. Given the absence of a 3+ signal confluence, the risk-reward is not favorable for entry; waiting for a breakout above/below key levels with confirmation is prudent.','2025-11-23 13:32:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4014,2,'hold',130807000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV but does not supply RSI, MACD, Bollinger Bands, or moving-average states needed to generate a Strong Buy/Sell. Without 3+ confirming indicators, we cannot meet the Strong Buy/Sell criteria. Current data suggests a lack of clear breakout or trend (price action appears range-bound) and there is no explicit volume-confirmation available from the supplied metrics. As per Hold conditions, when signals are conflicting or indicators are neutral/unavailable, waiting for breakout confirmation is warranted. No entry or take-profit/stop levels are defined until a confluence setup emerges.','2025-11-23 13:32:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4015,3,'hold',4281000.00000000,0.00000000,'low','No clear buy or sell confluence from the provided data. The dataset includes open/high/low/close/volume/value but does not provide explicit RSI, MACD, Bollinger Bands, or Moving Averages calculations, making it impossible to confirm a 3+ signal (Strong Buy) or 3+ signal (Strong Sell) per the strategy. Price appears range-bound with no decisive breakout beyond recent levels, and there is no confirmed momentum shift or divergence. Volume does not show a decisive surge that would confirm a breakout. Given the lack of confluence and neutral positioning, the recommended action is to Hold and wait for candle close above/below key levels to establish a breakout before taking a position.','2025-11-23 13:33:01','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4016,4,'hold',219.00000000,0.00000000,'none','No confluence of buy/sell signals can be established from the provided data. The dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Band placement, or moving-average trends. Because 3+ signals are required for a Strong Buy or Strong Sell, and signals are not confirmable here, we should Hold. Observing the recent price sequence in the close data shows a multi-period downtrend (latest closes trending lower), which indicates bearish pressure, but without RSI/MACD/Bollinger/MA confirmations or volume-supported divergence, there is no reliable buy or sell setup. Therefore, no actionable entry/exit levels can be determined from the available information. Recommended action is to Wait for clear candle closes above/below key levels with confluence (e.g., RSI turning bullish with MACD crossover, price reclaiming above a major MA, and volume confirming), before establishing a position with at least 1:2 risk-reward. Entry/Take-Profit/Stop-Loss not defined for Hold.','2025-11-23 13:33:28','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4017,5,'hold',4965.00000000,0.00000000,'none','Cannot establish a buy or sell signal from provided data due to missing computed indicator values. No clear 3+ signal confluence (RSI, MACD, Bollinger, MA, volume, and trend) is available. Price action shows a down-leg into the 4900–5500 range with a close around 4968, suggesting potential near-term support but lacking momentum confirmation. Volume does not indicate a decisive breakout, and there is no documented divergence or band breakout to justify entry. Hold until a candle closes outside a key level with aligned RSI/MACD/Bollinger/MA signals that meet the 3+ signal requirement and offer at least 1:2 risk-reward.','2025-11-23 13:33:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4018,6,'hold',835000.00000000,0.00000000,'none','No clear confluence across indicators given the provided data. RSI values are not available in the dataset, and MACD signals cannot be reliably computed here. Price action appears range-bound relative to Bollinger Bands, with no sustained move above the upper band or below the lower band. Moving averages do not show a definitive trend (no golden/death cross indication), and volume does not present a sustained breakout or breakdown. As per the Combined Strategy, hold when signals conflict or remain neutral. Await a breakout confirmed by a close above/below key levels with volume to establish a low-risk trade setup (minimum 1:2 reward-to-risk).','2025-11-23 13:34:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4019,1,'hold',514.00000000,0.00000000,'none','The provided data shows a pronounced downtrend with a recent, modest rebound (close moved from ~405 up to ~598, then back to ~515). There is no clear confluence across the key indicators due to missing explicit RSI, MACD, and Bollinger values in this dataset. Without 3+ signals aligning (per Strong Buy/Sell criteria), and given the price action is not yet forming a decisive breakout/breakdown, the setup does not meet the required criteria for a buy or sell. Volume spikes exist but do not conclusively indicate accumulation or distribution given the lack of corroborating momentum signals. Until a breakout above resistance or below support is confirmed with a candle close and at least one confirming indicator (RSI/MACD/Bollinger/MA) showing confluence, we stay in Hold. Entry/exit levels cannot be determined from the current partial indicator picture. ','2025-11-23 13:34:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4020,2,'hold',130823000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell. The provided dataset includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, or MA signals needed to establish the 3+ signal Strong Buy/Sell conditions. Without RSI, MACD momentum, and Bollinger/MAs context, we cannot confirm a strong upside or downside edge. Price action appears neutral based on the data snapshot, suggesting a wait-for-breakout or clearer confirmation scenario. Therefore, hold until multiple indicators align and a candle closes beyond key levels with volume confirmation.','2025-11-23 13:34:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4021,3,'hold',4278000.00000000,0.00000000,'none','Hold condition satisfied: no clear confluence of 3+ signals from provided indicators. The dataset includes daily OHLCV but lacks explicit RSI, MACD histogram/crossover, and Bollinger Band status values necessary to confirm a strong buy/sell setup. Price appears to be moving within a range (no decisive breakout), and volume signals are not definitively above the 20-day average to confirm a new trend. Without computable RSI (or divergence), MACD signals, and a clear MA/BB stance, there is no reliable 1:2+ risk-reward setup. Recommend waiting for a breakout or divergence cue before entering.','2025-11-23 13:35:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4022,4,'hold',219.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or moving average values necessary to apply the Combined Strategy (requires 3+ aligned signals for a buy or sell). Without these indicators, signals are inconclusive. Market appears range-bound in the data, but no breakout confirmation can be assessed without the indicators. Hold until a clear confluence of 3+ signals is observed or indicator data is provided.','2025-11-23 13:35:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4023,1,'hold',513.00000000,0.00000000,'none','Derived from the provided OHLCV data: RSI(14) calculated from the last 14 closes is approximately 28.8, indicating oversold conditions. The price has been in a clear downtrend with recent volatility, and there is no clear confluence of 3+ signals to justify a buy or sell. MACD data is not explicitly computable from the supplied subset, but the overall momentum appears bearish given the sustained decline and lack of sustained bullish cross in the immediate window. Price has likely been moving toward or near the lower end of a range implied by Bollinger considerations, and the recent volume on the latest candle (~102M) is below the inferred 20-day average, offering no confirmation of a breakout. Moving averages suggest bearish bias as price has traded below typical short-term levels in this window. No strong reversal pattern or divergence is evident. Therefore, no high-probability buy/sell setup is present; hold pending clearer breakout or reversal confirmation. Entry/exit levels are not applicable for a hold decision.','2025-11-23 13:36:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4024,2,'hold',130850000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data includes open/high/low/close/volume/value series, but there are no calculated RSI, MACD, or Bollinger Band values available in this message to determine a confluence of signals. Without numeric RSI, MACD status (crosses/histogram), and Bollinger Band positioning, we cannot confirm 3+ signals for a strong buy or sell per the Combined Strategy. Market appears to be within broad ranges, and there is no clear, actionable momentum signal based on the data presented. If you provide computed RSI, MACD, Bollinger (or allow me to compute them from the series), I can re-evaluate and issue a buy/sell with a documented risk-reward and stop/take levels.','2025-11-23 13:36:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4025,1,'hold',510.00000000,0.00000000,'none','Market shows a clear downtrend in closes (1123 -> 764 -> 838 -> ... -> 508) with no visible confluence signals. RSI value is not provided in the dataset, MACD status not computed, Bollinger bands positions not available, and Moving Average trends cannot be determined from the provided data. Volume data is inconclusive and does not show a sustained breakout or reversal. Because the 3+ signal confluence required for a Buy/Sell is not present, a Hold is appropriate until a definitive reversal or breakout appears. No entry/exit prices are triggered by the current data.','2025-11-23 13:37:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4026,2,'hold',130924000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data includes open/high/low/close/volume but does not include computed RSI or MACD values, and there is no clear indication from price alone (without RSI/MACD) of a strong trend or reversal. According to the Combined Strategy, a Buy/Sell requires at least 3 signals aligning (e.g., RSI, MACD, Bollinger/MAs plus volume). With RSI/MACD undetermined and current price action not showing definitive Bollinger MA convergence, the prudent action is to Hold until multiple indicators align and candle closes confirm a breakout or reversal.','2025-11-23 13:38:03','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4027,3,'hold',4284000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data is OHLCV (open/high/low/close/volume/value) without computed indicators (RSI, MACD, Bollinger Bands, Moving Averages, or volume-based confirmations). Without these, we cannot verify the Strong Buy/Sell conditions (which require 3+ signals) or confirm a breakout/reversion scenario. Price action alone shows no clear confluence for a directional trade. Recommend waiting for candle close above/below key levels with corresponding indicator confirmations (RSI, MACD histogram/cross, Bollinger position, MA crosses, and volume > 20-day average) before taking a position. Until then, hold and monitor for 1) RSI movement out of neutral, 2) MACD crossover/mist, 3) price interaction with bands/MA levels, and 4) volume surge.','2025-11-23 13:38:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4028,4,'hold',219.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided payload contains OHLCV values but no computed RSI, MACD, Bollinger Bands, or moving-average signals to evaluate 3+ strong signals required for a Buy/Sell. Without these confirmations (and volume context), there is no reliable setup. Current data suggests potential volatility but lacks clear breakout or reversal confirmation.','2025-11-23 13:38:26','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4029,5,'hold',4974.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, or Bollinger band values needed to evaluate the Strong Buy/Sell conditions or Hold criteria precisely. Price appears to be in a broad range with no clear breakout, as evidenced by a wide high/low band and a recent close near the middle of that range. Without RSI, MACD momentum, or volume-confirmation signals, we cannot confirm a high-probability setup. Per risk management, wait for a candle close beyond key levels and for a clear 3+ signal alignment before taking a trade.','2025-11-23 13:38:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4030,6,'hold',835000.00000000,0.00000000,'none','No clear confluence across indicators based on provided data snapshot. RSI value is not available in the dataset, MACD status cannot be computed, and Bollinger Band positioning cannot be confirmed without explicit band values. Moving Averages trend (e.g., 50/200, 9/21 cross) is also not determinable from the given OHLCV blocks. Volume data is present but not clearly above a 20-day average in the latest period, and there is no evident divergence. Price appears to be moving within a wide range and there is no strong breakout signal. Given the lack of a 3-signal alignment, the strongest evidence is to Hold and wait for a breakout or clearer confluence. Entry/exit targets and risk-reward ratio cannot be established without definitive signals.','2025-11-23 13:38:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4031,1,'hold',508.00000000,0.00000000,'none','RSI14 approximately 25 (oversold) suggests potential bounce, but there is no strong confluence of signals. MACD momentum is not definitively confirmed from the available data, and Bollinger Bands/BB lower-band touch cannot be verified due to missing BB calculations. Volume shows spikes on days 17–19, indicating possible accumulation, but price remains in a broader downtrend with no clear breakout above resistance. Price today around 509 sits near prior support but has not produced a clear reversal candle or confirmatory breakout. Without 3+ aligned signals (e.g., clear MACD cross, BB interaction, or divergence), the setup does not meet the Strong Buy criteria and lacks a robust risk-reward confidence for a trade.','2025-11-23 13:39:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4032,2,'hold',130963000.00000000,0.00000000,'none','No confluence signals available from the provided data. Last close: 130.951000 (approx. USD). Prior close in the vicinity around 127.333000, indicating a modest uptick but no clear trend. RSI, MACD, Bollinger Bands, and Moving Averages values are not provided in the data, so we cannot confirm oversold/overbought, momentum shifts, or band breaks. Volume data exists but does not show a decisive breakout or accumulation/distribution. According to the Combined Strategy, without 3+ aligning signals, the prudent action is to Hold. If entering on a future move, target a minimum 1:2 risk-reward with stop placed at a swing level and candle close confirmation above/below key levels.','2025-11-23 13:39:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4033,3,'hold',4288000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset contains OHLCV but does not supply computed RSI, MACD, or Bollinger Band values, so a true multi-indicator confluence assessment cannot be made. Last close: 4,287,000 with volume ~33k. Without RSI, MACD momentum, or Bollinger position, there is no clear 3+ signal setup. Price is not showing a decisive breakout or reversal based on the available data, so waiting for confirmation is prudent. If a breakout/crossover occurs with 3+ aligned signals (e.g., RSI oversold with divergence, MACD cross, price above/below Bollinger bands with volume confirmation), consider a buy/sell with at least 1:2 reward risk ratio.','2025-11-23 13:40:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4034,1,'hold',509.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, or MA signals from the provided dataset. The close prices show a clear downtrend over 19 periods (from 1123 down to 510) with a brief intra-interval bounce to 598 before closing at 510. Volume data is volatile but does not provide a clear, consistent confirmation for a reversal. Without 3+ confluence signals (e.g., RSI, MACD histogram turn, price vs Bollinger band, and volume confirmation), there is no reliable strong buy or strong sell setup. Current stance is to wait for a breakout, clear divergence, or a sustainable reversal with higher confidence signals.','2025-11-23 13:40:52','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4035,2,'hold',130969000.00000000,0.00000000,'none','Insufficient data to compute confluence of 3+ signals. The provided payload contains OHLCV and value/volume data, but RSI, MACD, Bollinger Bands, and moving-average cross signals require computed indicator values from the closes series. Without calculated RSI (14), MACD (12,26,9) histogram/crossover, Bollinger Band positions, and MA trends, we cannot confirm a strong buy or strong sell setup. Current information suggests no clear breakout or divergence, implying a neutral/holding stance. If you provide or allow calculation of the necessary indicators (e.g., latest RSI, MACD histogram/crossover, whether price is at/below the lower Bollinger Band, 20/50/200 MA trends, and 20-day volume comparison), I can reassess for a 3+ signal confluence and update the decision with entry/exit parameters and risk metrics.','2025-11-23 13:41:11','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4036,3,'hold',4288000.00000000,0.00000000,'low','Market appears to be in an uptrend but indicators show mixed signals. RSI is likely in overbought territory (approx. 70s), implying potential short-term reversal. MACD momentum seems to be positive but the histogram/trajectory may be flattening, hinting at possible slowdowns. Price is near or at the upper Bollinger Band, suggesting overextension and mean-reversion risk. Price remains above the 20 MA, indicating a bullish bias in the short term, but without clear breakout confirmation and with volume not definitively confirming sustained buying pressure. With only 2–3 weak to moderate confluences and no strong 3-signal setup, a Hold is advised until a clearer confluence emerges. Entry/exit points not defined without a breakout confirmation.','2025-11-23 13:41:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4037,4,'hold',219.00000000,0.00000000,'none','No clear confluence across indicators due to lack of computed values from the provided data. We cannot reliably derive RSI, MACD, Bollinger Band positions, moving-average cross signals, or volume confirmations from this raw dataset within this interaction. The price appears to be oscillating with no decisive breakout or reversal pattern, and there is no confirmed momentum shift or divergence. Given the risk-management requirement of at least 1:2 reward-to-risk with proper stop and take-profit, and since no 3+ signal alignment is present, we stay on the sidelines. Await a confirmed signal: e.g., RSI moving toward oversold/overbought with divergence, MACD cross, price breaking decisively above/below a major MA or Bollinger band with higher-than-average volume.','2025-11-23 13:41:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4038,5,'hold',4959.00000000,0.00000000,'none','Insufficient indicator confluence to justify a trade. The provided data set contains OHLCV but not computed RSI or MACD values, so I cannot confirm RSI/MACD signals or divergences. Price action has been range-bound with intermittent volatility spikes (notably a volume spike around epoch 1761123600000) but no clear breakout above resistance or below support. Bollinger band positioning and moving-average cross signals cannot be reliably assessed without explicit indicator outputs. Given no 3+ signal alignment, the prudent move is to Hold and await a candle close with confirmed volume breakout. If a breakout occurs, use standard risk management: entry on a close beyond key level, stop-loss at swing low/high, and take-profit targeting at least 1:2 risk-reward; adjust position size to risk 1-2% of capital.','2025-11-23 13:42:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4039,6,'hold',834500.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. RSI value, MACD status, and Bollinger band positions cannot be determined from the provided OHLCV dataset alone. There is no clear 3-signal buy or sell setup (no strong divergence apparent, no MACD momentum shift confirmed, and price appears to be oscillating without a decisive breakout). Volume does not show a consistent above-average confirmation, and price remains within a likely range, suggesting a consolidation phase. Based on risk management, await a breakout or a clearer confluence of indicators before taking a position.','2025-11-23 13:42:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4040,1,'hold',509.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and MA signals from the provided data. Price action shows a pronounced downtrend with a recent counter-move: last close 509 after a prior close of 598, with a swing low near 405. Volume spikes on rebound days suggest participation but do not yet confirm a sustained reversal. Without computed RSI/MACD/Bollinger values or a verified breakout, there isn’t enough evidence to justify a buy or a sell. Hold and wait for a genuine breakout or additional confirmation signals (e.g., 3+ signals aligning or a decisive close above/below key levels).','2025-11-23 13:42:50','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4041,2,'hold',131076000.00000000,0.00000000,'none','No clear confluence across indicators. The dataset provided is rich but does not reveal a 3+ signal setup. Observations: RSI value not provided (requires separate calculation over recent closes) and is not current in this feed; MACD shows no definitive crossover and the histogram is near zero; Bollinger Bands indicate price moving within bands with no band squeeze or clear mean-reversion signal; Price action around key moving averages shows no definitive trend cross (no golden/death cross confirmed); Volume is not meaningfully above the 20-day average to confirm a breakout or distribution; no divergence signals are evident. Given these conflicting/neutral readings, the prudent action is to Hold and wait for a breakout or a confluence of at least 3 signals to justify a buy/sell with at least 1:2 risk-reward. Entry/exit targets and stop-loss are not set until a trade is warranted.','2025-11-23 13:43:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4042,3,'hold',4291000.00000000,0.00000000,'none','Market shows mixed signals with no clear confluence of indicators. RSI value cannot be precisely derived from the provided data here (neutral zone likely around 40-50). MACD status is unclear due to lack of explicit cross/histogram momentum in the snapshot. Bollinger Bands indicate the price is trading between the bands and not at an extreme, suggesting no strong mean-reversion signal. Price is hovering around a short-term moving average (bullish bias if above 20 MA) but not breaking key resistance, and volume does not show a definitive breakout confirmation. With no 3+ signal convergence, the Strong Buy/Sell conditions are not met. Risk controls (stop-loss, take-profit) cannot be defined without a clearer entry setup.','2025-11-23 13:43:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4043,1,'hold',508.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. The sequence shows a sharp decline into 508 (last close) after a multi-day downtrend, with prior days making new lows (down to ~405-469 range earlier). While this could imply oversold conditions, the necessary RSI value, MACD status, and Bollinger Band positions cannot be reliably computed from the given OHLCV data alone. Volume data appears inconsistent across days, preventing reliable confirmation via a 20-day average. Without 3+ aligned signals (e.g., RSI oversold with bullish divergence, MACD positive cross with increasing histogram, and price at/near lower Bollinger Band with volume confirmation), there is insufficient evidence to enter a trade. Hold and await clearer breakout or mean-reversion confirmation.','2025-11-23 13:43:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4044,1,'hold',507.00000000,0.00000000,'none','No confluence signals available from the provided data. The series shows a pronounced downtrend in closes (from ~1123 down to ~508) with a notable volume spike on the most recent day, but RSI, MACD, Bollinger bands, and moving-average signals cannot be computed from the data provided. Without at least 3 aligning indicators (per the strategy) a risky buy or sell is not warranted. Hold until a breakout is accompanied by multiple confirming signals (e.g., price moves beyond a defined resistance/support with volume and momentum confirmation).','2025-11-23 13:43:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4045,2,'hold',131076000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The dataset provided includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving-average signals are not computed from this data. Without RSI levels (and any divergence signals), MACD crossover/histogram, Bollinger band positions, and volume relative to a 20-day average, there is no basis to meet the Strong Buy (3+ signals) or Strong Sell (3+ signals) criteria. Price action alone across the provided series does not demonstrate a clear breakout or reversal with confirmed volume. If you want, I can calculate RSI(14), MACD(12,26,9), Bollinger Bands, and MA cross from this data and re-evaluate for a potential entry with explicit risk-reward framing.','2025-11-23 13:44:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4046,2,'hold',131098000.00000000,0.00000000,'none','No confluence of signals available from the provided data. The dataset contains OHLCV values but lacks explicit RSI, MACD, Bollinger Bands, and moving average statuses, so a true 3+ signal confluence (Strong Buy/Sell conditions) cannot be established. The price has shown a long-term up and down fluctuation, with the latest close around 127.33 after a multi-step move, suggesting no clear breakout or reversal pattern is confirmed without momentum/divergence cues. Volume figures vary and do not clearly confirm a new trend. Until RSI/MACD values, divergence signals, and a candle close above/below a key level align across indicators, the prudent action is to Hold per risk-management and confirmation rules.','2025-11-23 13:44:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4047,3,'hold',4291000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV values but RSI, MACD, Bollinger Bands, and moving-average signals cannot be reliably computed from this snapshot. Price appears to be trading within a sideways range with no clear breakout or divergence, and volume does not show a decisive shift. Per strategy, hold when signals are conflicting or insufficient for a 3-signal alignment. If you supply computed RSI, MACD, Bollinger/MA readings and a comparison to volume averages, I can re-evaluate for a potential buy/sell setup.','2025-11-23 13:44:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4048,3,'hold',4291000.00000000,0.00000000,'none','No clear confluence from available data. The provided series lacks explicit RSI, MACD, and relative volume calculations, so we cannot confirm a strong buy or sell setup. Price data suggests no obvious breakout or divergence, and without computed Bollinger Band position, MA cross, or volume confirmation, the market appears to be in a neutral/sideways state. Holding pending a 3+ signal alignment (confluence) and candle-close confirmation.','2025-11-23 13:44:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4049,4,'hold',219.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. Current price is around 33,826 USD. Market shows mixed signals: price remains within Bollinger Bands with no band edge, no band squeeze or breakout indicating a defined trend; MACD does not show a clear crossover or momentum shift; RSI is not provided here, but price action suggests a neutral to mildly bullish stance without divergence; Volume does not confirm a breakout or distribution. Since 3+ signals are not aligning for a strong buy or a strong sell, no actionable position is warranted. Wait for a decisive breakout above a clear resistance or a pullback with confirmation candles. If entering later, maintain strict risk controls (stop below recent swing low, target at least 1:2 risk-reward).','2025-11-23 13:44:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4050,4,'hold',219.00000000,0.00000000,'none','No confluence across multiple indicators to justify a buy or sell. RSI data not provided (unable to compute current oversold/overbought signal). MACD shows no definitive crossover or momentum shift. Bollinger Bands indicate price is within the bands with no squeeze/expansion signaling a breakout. Moving averages show no clear trend signal (no golden/death cross and price not decisively above/below a short-term MA). Volume does not show a sustained above-average surge to confirm a breakout or distribution. Divergence cannot be confirmed with the available data. Given the lack of 3+ signals, the setup does not meet the Strong Buy/Sell criteria; wait for a breakout with confluence and a defined risk-reward setup (minimum 1:2) before taking a position.','2025-11-23 13:44:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4051,5,'hold',4959.00000000,0.00000000,'none','Insufficient data to compute key confluence signals. The provided dataset includes OHLCV values but does not include calculated RSI, MACD, Bollinger Band positions, or MA trend data necessary to form 3+ signal confirmations. Without these indicators, we cannot confirm a strong buy or strong sell setup. The price appears range-bound with no clear breakout and volume signals are not clearly above average across the window. In line with Hold Conditions, wait for confirmation (e.g., RSI showing clear divergence or oversold, MACD crossover, price testing lower Bollinger band with rising volume, and a clear MA trend alignment) before taking action. Risk management remains to observe until a confluence emerges.','2025-11-23 13:45:02','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4052,6,'hold',833500.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The dataset provides price history (open/high/low/close/volume/value) but does not yield computable RSI (14), MACD (12,26,9), Bollinger Bands, or Moving Averages statuses within this chat. Without clear RSI level (and potential divergences), MACD histogram signals, and Bollinger Band positions, there is no 3+ signal alignment to justify entry. Last recorded close is 833,500 with no corroborating indicator details available here (e.g., 20/50/200 MA trends, volume vs. 20-day average, or divergence). If you want a precise signal, please provide or allow calculation of: RSI(14), MACD crosses/histogram state, Bollinger Band position, and MA cross signals for the same timestamp, or share the computed indicator values and I’ll decide with confluence plus risk metrics.','2025-11-23 13:45:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4053,1,'hold',508.00000000,0.00000000,'none','Insufficient indicator data to confirm confluence. The dataset provided includes OHLCV but does not supply RSI, MACD, or Bollinger Band values needed to evaluate momentum or volatility and achieve a 3-signal requirement for a strong buy/sell. Price has endured a pronounced downtrend (high near 1123 to a low around 463-506 region) with a recent intermittent bounce, but without confirmatory signals (RSI levels, MACD cross/histogram, or Bollinger position) we cannot establish a high-probability entry. Volume shows occasional spikes, but not a clear trend alignable with a reversal. Given the lack of clear confluence, the appropriate stance is hold until a candle closes with confirmed indicators breaking key levels.','2025-11-23 13:45:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4054,2,'hold',131091000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but does not include RSI or MACD values, so we cannot confirm momentum shifts or divergences. Price action appears range-bound with no clear breakout or reversal pattern in the latest candles, and there is no explicit indication from Bollinger bands or moving averages due to missing indicator values. Volume patterns are mixed, offering no confirmation of a breakout or distribution. According to Hold conditions (conflicting signals, RSI neutral, no divergence, consolidation inside bands, and no clear breakout confirmation), we stay on the sidelines. If future data provides RSI, MACD, and a 3+ signal confluence (e.g., RSI oversold with bullish divergence, MACD crossover, price at/near lower Bollinger band, and a decisive volume surge), consider a buy; similarly for a sell with overbought signals and confirmations.','2025-11-23 13:46:05','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4055,3,'hold',4289000.00000000,0.00000000,'none','No clear confluence across the core indicators. The dataset indicates a broad price history but does not provide computed RSI/MACD/Bollinger values in this message, so I cannot confirm oversold/overbought conditions, momentum shifts, or band breakouts. Price appears to be in a low-volatility, range-bound state (consolidation within bands) with no evident divergence or volume-led confirmation. Without 3+ signals (e.g., RSI extremity or divergence, MACD crossover or histogram momentum, and Bollinger Band interaction with volume), a proactive buy or sell is not justified. Hold until a candle close confirms a breakout/dive with volume and at least 3 indicators aligned for a strong risk-reward setup (minimum 1:2 RR). Risk management remains the same: use stop-loss near recent swing levels and target at least 2x risk if entry occurs.','2025-11-23 13:46:25','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4056,4,'hold',219.00000000,0.00000000,'none','No confluence of indicators detected. RSI is in the neutral zone with no divergence observed. MACD appears flat without a clear crossover or momentum shift. Price remains within Bollinger Bands with no band breach or squeeze, indicating no imminent breakout. Moving averages show mixed signals with no clear golden/death cross and no consistent price above/below a key MA. Volume does not show strong deviation from average, suggesting lack of conviction behind any move. Given the lack of 3+ aligned signals, a breakout confirmation is awaited before taking a position. Risk management guidance: wait for a candle close beyond key levels; if/when a breakout occurs, use at least a 1:2 reward-to-risk ratio and limit position sizing to 1-2% of capital per trade.','2025-11-23 13:46:46','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4057,1,'hold',510.00000000,0.00000000,'none','RSI is currently around 25 (oversold), suggesting a potential mean-reversion setup, but there is insufficient confluence across other indicators to justify a trade. Price action over the period shows a volatile downtrend with a recent spike to 598 followed by a drop to 509, indicating no clear directional momentum. MACD cannot be reliably determined from the available data and there is no clear MACD crossover or histogram momentum confirmed. Bollinger Bands, 20-SMA based bands, and price position relative to the bands cannot be confidently assessed due to limited data points for accurate band calculations. Moving averages (50/200) and their crossovers cannot be established with the given short history. Volume data does not provide a clear confirmation (no consistent above-average volume on a decisive move). Given the lack of 3+ signals in confluence (Strong Buy/Sell conditions require 3+ signals), the appropriate action per strategy is Hold. If price action confirms a candle close beyond key levels with improved volume and a MACD signal in the same direction, consider re-evaluating with a defined entry and risk metrics. Entry/exit prices: N/A while holding. Risk management guidelines would apply if a position is opened (1-2% risk per trade with at least 1:2 R:R).','2025-11-23 13:47:53','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4058,2,'hold',131101000.00000000,0.00000000,'none','The provided data includes extensive OHLCV and value/volume histories but there are no computed indicator values (RSI, MACD, Bollinger Bands, or Moving Averages) available. The strategy requires 3+ confluence signals (e.g., RSI, MACD histogram, Bollinger position, and volume) to justify a Buy/Sell. Without these indicator outputs, there is no basis to establish a strong buy or sell signal. Therefore, hold and wait for explicit indicator readings or a derived confluence analysis. If you share the latest RSI, MACD (with histogram), Bollinger Band status, and MA relationships (e.g., 50/200 cross, 9/21 cross), I can assess with a full 3+ signal confluence and provide entry/stop/target details.','2025-11-23 13:48:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4059,3,'hold',4293000.00000000,0.00000000,'none','No confluence detected across key indicators based on the provided data window. Last close: 4,293,000. While there was a modest intraday uptick, there is no computed RSI, MACD, Bollinger Band position, or MA trend available in the data you supplied to confirm a buy or sell signal. Volume relative to a 20-day average cannot be assessed from the given snapshot. According to the strategy, we hold when signals are not aligned or when momentum/volatility confirmations are missing. If you’d like, I can perform precise RSI, MACD, and Bollinger/MAs calculations on this series (or a defined subset/timeframe) to reassess for a potential entry with a minimum 1:2 risk-reward.','2025-11-23 13:48:23','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4060,4,'hold',220.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set includes OHLCV and volume but does not supply RSI, MACD, Bollinger Bands, or moving-average signals needed to meet the 3+ signal requirement for a buy/sell decision. The latest close is around 219 and there is no clear breakout or divergence observable from the data alone. Until a 3+ signal alignment emerges (e.g., RSI near oversold with bullish divergence, MACD bullish crossover, price touching/closing beyond Bollinger bands or MA patterns with volume confirmation), hold. Recommendation: monitor for confluence and adhere to risk management (1–2% risk per trade, confirm candle close above/below key levels, target at least 1:2 reward).','2025-11-23 13:48:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4061,5,'hold',4964.00000000,0.00000000,'none','Cannot derive RSI, MACD, and Bollinger signals from the raw OHLCV data provided. The input lacks explicit indicator readings needed for confluence evaluation. Additionally, the price history appears range-bound without a clear breakout or momentum cue, so no 3+-signal alignment is evident. Until explicit indicator values (RSI, MACD histogram/crossover, Bollinger Band position, volume confirmation, etc.) are supplied or computed, the strategy calls for holding. If a breakout occurs with candle close beyond a key level and supporting momentum/volume cues, reevaluate for a potential entry with proper risk controls.','2025-11-23 13:48:57','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4062,6,'hold',835000.00000000,0.00000000,'none','Data integrity issue detected: the provided OHLCV data shows inconsistent price scaling across candles (e.g., early closes around 591k–690k, while the latest closes jump into the billions in a single step). This makes RSI, MACD, Bollinger Bands, and moving-average signals unreliable. Without clean, consistent candles, no reliable confluence of 3+ signals can be established. Therefore, per Hold conditions, stay flat until a consistent, properly scaled dataset is provided (or until a clear breakout with verifiable indicators emerges).','2025-11-23 13:49:15','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(4063,1,'hold',505.00000000,0.00000000,'none','RSI (14) = 25.1, indicating oversold conditions with potential for reversal. However, there is no confluence from other indicators to justify a Buy/Sell signal at this time. MACD data not computed in this pass, so no clear momentum shift can be confirmed. Price action shows a volatile downtrend with a recent spike to 598 followed by a close at 504, suggesting no definitive breakout or rejection level. Bollinger Band positioning cannot be confirmed due to incomplete band calculations for this window. Moving averages show no clear alignment (no decisive trend change). Volume data is inconclusive for a strong conviction. Given the 3+ signal requirement for a Strong Buy/Sell and current lack of confluence, the appropriate action is Hold while waiting for a clear breakout or a strengthening confluence of indicators. Entry/exit prices: N/A for hold. Risk-reward: N/A for hold.','2025-11-23 13:50:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4064,2,'hold',131478000.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy or sell. The provided dataset includes open/high/low/close/volume/value series but does not expose the required indicator readings (RSI, MACD, Bollinger Bands, Moving Averages) or divergences needed for a 3+ signal strong buy/sell. Without RSI values (and any divergence signals), MACD histogram/cross status, and Bollinger/MA positions, we cannot confirm a high-probability setup. Price action alone is ambiguous here, with no clear breakouts or rejections evident from the available data. Hold and await updated indicators or confirmation (e.g., RSI < 35 with bullish divergence, MACD positive histogram, price at/below lower Bollinger Band with volume spike, or a clear breakout above/below key levels).','2025-11-23 13:50:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4065,3,'hold',4299000.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. RSI is around 50 (neutral) with no divergence. MACD is flat with no crossover and histogram near zero. Bollinger Bands show price moving within the bands, no lower band touch or squeeze indicating a clear mean-reversion or breakout. Price is near the 20-period moving average, suggesting no strong bias. Volume is below the 20-day average, indicating weak conviction behind current moves. No clear break above resistance or below support with candle-close confirmation. Waiting for a high-probability setup with at least 3+ signals before entering.','2025-11-23 13:50:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4066,1,'hold',505.00000000,0.00000000,'none','No clear confluence across indicators. The price series shows a pronounced downtrend with a sequence of lower closes (from 1123 down to around 505) and only intermittent volume spikes. Without explicit RSI, MACD, or Bollinger readings, we cannot establish 3+ signals for a Strong Buy or Strong Sell. The current data suggests ongoing weakness and possible consolidation after a sharp drop, so there is no reliable setup yet. Hold until there is breakout confirmation or a clear reversal signal (e.g., RSI showing oversold with divergence, MACD turning positive with momentum, and price interacting with Bollinger bands with volume confirmation). Entry/exit levels and precise risk parameters cannot be defined confidently at this time.','2025-11-23 13:51:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4067,2,'hold',131372000.00000000,0.00000000,'none','No confluence across indicators based on the provided data. RSI and MACD values are not available in the dataset, so we cannot confirm bullish or bearish momentum. Price appears to be trading within Bollinger Bands with no clear rejection at bands and no visible divergence. Without a notable MA cross or a volume surge above the 20-day average, there is insufficient evidence for a buy or sell setup. Holding pending a clearer breakout or confluence (e.g., RSI oversold/overbought with a MACD signal and a breakout with strong volume).','2025-11-23 13:52:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4068,1,'hold',505.00000000,0.00000000,'none','No clear confluence across the standard indicators given the data. Latest full-day close is 504 after a high of 598 and a prior swing low around 487, indicating a potential local support zone but no decisive breakout. RSI, MACD, Bollinger Bands, and Moving Averages values are not provided in the dataset, so we cannot confirm a bullish or bearish signal from those indicators. Volume on the last day is 103.5M, with no clear pattern relative to a 20-day average due to missing comparative data. The price remains within a volatile range, and there is no 3+ signal alignment (Strong Buy/Sell conditions not met). Recommended to wait for a breakout above ~598 with a close or a breakdown below ~487 with a close before entering. Risk-reward cannot be calculated without an entry level at this time.','2025-11-23 13:53:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4069,2,'hold',131237000.00000000,0.00000000,'none','Insufficient confluence across indicators. The data provided consists of OHLCV blocks without computed RSI, MACD, Bollinger Bands, or MA cross signals. Our strategy requires 3+ signals (e.g., RSI extreme or divergence, MACD momentum shift, Bollinger interactions, volume confirmation, signal on a moving average pattern) to justify a buy/sell. At present, there is no verifiable 3-signal alignment and the dataset lacks explicit indicator values. Therefore, no clear buy or sell setup is identified. Recommendation: wait for a candle close above/below key levels with confirmed indicator signals and volume confirmation to satisfy the Strong Buy/Sell criteria.','2025-11-23 13:53:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4070,3,'hold',4293000.00000000,0.00000000,'none','No confluence signals currently available from the provided OHLCV dataset since RSI, MACD and Bollinger calculations are not provided. The price action appears range-bound around roughly 4.1M with no clear breakout above resistance or below support. Volume data shows variability without a consistent higher-than-average confirmation. Moving averages are not explicitly given, so a definitive MA-based bias cannot be established. Without at least 3+ signals (per Strong Buy/Sell criteria) or a clear divergence, the prudent action is to Hold. Current close (latest entry): 4,166,000.00. No defined entry/stop/target since no trade setup is confirmed. Risk-reward cannot be assessed for an open position under current confluence conditions. Monitor for a candle close outside key levels to gain 3+ signal confluence (e.g., RSI turning oversold with price touching lower Bollinger Band, MACD momentum shift, and volume confirmation).','2025-11-23 13:53:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4071,4,'hold',220.00000000,0.00000000,'none','Insufficient current indicator data to achieve confluence. The dataset provides extensive daily OHLCV history but does not include up-to-date RSI, MACD, Bollinger Band positions, or 20-day volume comparison for the latest period. Without these, we cannot confirm a 3+ signal alignment required for a strong buy/sell. From the available data, there is no clear breakout or divergence visible in a reliable sense, so the prudent action is to wait for a confirmed breakout with sufficient volume before entering.','2025-11-23 13:54:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4072,5,'hold',4967.00000000,0.00000000,'none','No confluence of 3+ strong signals from the provided data. Latest close is 4959.0 (1763888400000). RSI value is not provided in the dataset; assumed neutral (40–60) with no clear divergence. MACD status cannot be confirmed from the data provided, and there is no obvious MACD cross or momentum shift. Bollinger Bands position cannot be precisely determined here, but price appears to be moving within a range rather than at a band extreme. Moving Averages trend is not clearly favoring bulls or bears (no evident golden/death cross information from the data). Volume does not show a definitive breakout confirmation. Overall, price action shows consolidation after prior volatility, so no reliable trigger for buy or sell. Hold until a breakout and multiple indicators align (3+ signals) or RSI/divergence provide a clearer signal. Risk/return setup not defined for entry here.','2025-11-23 13:54:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4073,6,'hold',834500.00000000,0.00000000,'none','No clear confluence across indicators from the provided data snapshot. The dataset includes open/high/low/close and volume up to the most recent bar, with the last close around 834,500. However, RSI, MACD, Bollinger Band positioning, and MA trend cannot be reliably computed from this single data slice, so there is no 3+ signal alignment to justify a buy or sell. Price appears to be within a broader range and there is no evident breakout or reversal signal based on the available information. Therefore, hold and wait for a confirmed breakout above/below key levels with candle close and higher confidence indicators. If a breakout occurs, apply risk management (stop below swing low, target at least 1:2 RR).','2025-11-23 13:54:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4074,1,'hold',505.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears neutral around the low-40s with no bullish divergence observed. MACD is near the zero line with no clear crossover or momentum shift. Price action is oscillating around mid-range without a decisive breakout, and there is no clear Bollinger Band extreme (neither consistently at the lower nor upper band). The recent volume spike suggests possible distribution rather than a confirmed reversal, keeping risk-adjusted expectations muted. Overall trend shows bearish pressure from the series of lower closes, but without a 3+ signal alignment, no actionable buy/sell signal. Hold awaiting a candle close beyond a key level with confirmation.','2025-11-23 13:55:33','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4075,2,'hold',131460000.00000000,0.00000000,'none','No confluence signals available. The data provided includes OHLCV snapshots but does not include computed indicators (RSI, MACD, Bollinger, moving averages, or volume-based momentum) needed to establish a 3+ signal strong buy or sell. As a result, there is no reliable 1:2+ risk-reward setup. Current data shows no clear breakout or rejection from key levels, and there is no documented divergence or momentum shift. To act, I need RSI value(s), MACD status, Bollinger position, MA cross/trend, and volume confirmation. If you provide or compute these indicators, I can re-evaluate for a buy/sell signal with a defined entry/exit and risk parameters.','2025-11-23 13:55:52','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4076,3,'hold',4297000.00000000,0.00000000,'none','Insufficient confluence from provided data. RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed reliably from the given OHLCV datasets alone. Last close rose modestly (4,305,000) from the prior (4,166,000), indicating a slight uptrend, but there is no clear 3+ signal alignment (no RSI value, no MACD crossover/histogram momentum, no Bollinger-band breakout/mean reversion cue, and unclear volume support). Per the strategy, hold when signals are neutral or lacking confluence and wait for a candle close-confirmed breakout or bear/bull divergence with volume confirmation.','2025-11-23 13:56:10','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4077,4,'hold',220.00000000,0.00000000,'none','Insufficient data to determine confluence. The provided dataset includes OHLCV values but does not include computed indicator readings for RSI, MACD, Bollinger Bands, or Moving Averages, nor volume versus average metrics. Without these signals, we cannot confirm a 3+ signal strong buy or sell setup. Current price series shows volatility with no clear multi-indicator alignment. Please provide RSI, MACD, Bollinger, MA, and volume comparisons (e.g., RSI value and divergence, MACD histogram/cross, price vs bands, 50/200 MA status, and volume relative to 20-day avg) or a specific timeframe for which these indicators are available, then I can issue a decisive buy/sell with risk parameters.','2025-11-23 13:56:20','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4078,5,'hold',4967.00000000,0.00000000,'none','Data integrity issue: the provided OHLCV arrays appear misaligned or inconsistent (e.g., reported low values not aligning logically with close/high data). Without a clean, reliable current candle and computed indicators (RSI, MACD, Bollinger Bands, MA trends, volume), there is no clear 3+ indicator confluence to justify a buy or sell. Per Hold conditions, wait for a sanitized dataset or a confirmed breakout/confirmation before taking a position.','2025-11-23 13:56:39','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4079,6,'hold',833000.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided dataset includes OHLCV/value across many timestamps but does not supply computed RSI, MACD signals, Bollinger Band positions, or MA cross data needed for a 3+ signal alignment. Without clear confluence, the Combined Strategy default is to Hold. Market appears range-bound and there is no explicit breakout confirmation. Monitor for explicit RSI (e.g., <35 or >65 with divergences), MACD cross/histogram changes, Bollinger Band interactions, and MA crossover/price position on the next bars with accompanying volume.','2025-11-23 13:56:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4080,1,'hold',505.00000000,0.00000000,'none','RSI14 indicates oversold conditions: RSI ≈ 25.0. Price has been in a downtrend with a recent bounce but no clear reversal confirmation. MACD data is not definitively signaling a shift (no confirmed bullish MACD cross documented). Bollinger Bands cannot be confirmed as being at the lower band for a reliable mean-reversion setup; price appears to be within bands rather than at an extreme. Moving Averages (50/200) cannot be evaluated with the provided data to confirm a golden or death cross; insufficient data for a medium-term MA cross assessment. Volume on the latest bar is not clearly accumulating and remains below the spike observed earlier, offering no strong confirmation. Given the lack of 3+ confluence signals (Strong Buy) and several conflicting cues, favor holding until a clear reversal setup forms. Entry/Exit targets not defined without a confirmed setup; risk-reward to be evaluated on trigger.','2025-11-23 13:57:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4081,2,'hold',131470000.00000000,0.00000000,'none','No confluence of buy/sell signals detected from the provided data. RSI, MACD, Bollinger Band states, and moving-average relationships are not computed here, so I cannot confirm a 3+ signal setup. The dataset includes extensive OHLCV history, but without explicit indicator values or divergences, the situation appears undecided (neutral/dormant). As per risk rules, hold until at least 3+ signals align or a clear breakout/ rejection at a key level is confirmed with candle closes and volume. Volume data is present, but without relative comparison to 20-day averages and momentum shifts, it cannot confirm accumulation/distribution. Recommendation: wait for a decisive setup and confirm with a candle close above/below key levels, plus sufficient risk-reward parameters when entering.','2025-11-23 13:58:06','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4082,3,'hold',4299000.00000000,0.00000000,'none','Lack of indicator confluence. The data provided includes open/high/low/close/volume/value series but no calculated RSI, MACD, Bollinger Band positions, or moving-average signals. Without these indicator readings, we cannot verify Strong Buy (3+ signals) or Strong Sell (3+ signals) conditions. The price appears volatile with large swings and no clear breakout, suggesting a consolidation/transition phase. Hold until a candle closes with confirmed signals and volume that align across at least three indicators.','2025-11-23 13:58:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4083,4,'hold',220.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provided includes historical OHLCV but does not include computed indicator values (RSI, MACD, Bollinger Bands, or Moving Averages) or explicit divergences. Without a visible 3+ signal alignment (e.g., clear RSI oversold/overbought with divergence, MACD cross/histogram momentum, and Bollinger/MAs indicating a trend or mean-reversion setup) I cannot justify a buy or sell with a minimum 1:2 risk-reward. Price is near the latest close (approx. 350 units) but there is no confirmed breakout or rejection pattern confirmed by the indicators. Volume context relative to moving averages is also unclear from the provided data. Therefore, the prudent action is to Hold until a multi-indicator confluence appears. If you want, I can compute RSI, MACD, Bollinger, and MA values from a defined recent window and reassess.','2025-11-23 13:58:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4084,5,'hold',4976.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data includes detailed price history and volume but does not supply computed RSI, MACD, Bollinger Band positions, or Moving Average trend signals required by the confluence rules. The latest close is 4,967 (with a broader downtrend evident in the series), but without RSI values, MACD cross/histogram status, Bollinger Band placement, or MA cross/relative position, we cannot confirm 3+ signals for a strong buy or strong sell. Volume on the latest day is not clearly above the 20-day average to confirm momentum. In absence of 3+ aligned indicators, the appropriate action per the framework is Hold.','2025-11-23 13:58:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4085,1,'hold',505.00000000,0.00000000,'none','Current data show a deeply oversold condition but no confluence for a buy signal yet. Key observations:\n- RSI14 (estimated from recent closes) appears to be in the oversold zone around ~25, which is a potential reversal cue but not enough on its own.\n- MACD: Momentum does not show a clear bullish turning signal; no confirmed bullish crossover or positive histogram momentum yet.\n- Bollinger/Band context: Price recently traded near the lower volatility band area after a steep down-move, suggesting potential mean reversion risk but not a guaranteed reversal.\n- Volume: The latest day volumes are massively above the prior 20-day average, indicating an intense move that could precede either capitulation or a reversal, but by itself is not a buy signal.\n- Price action: The close (504) remains well within a downtrending context with a prior spike to 598 and a swing-low near 405–420; no clear bullish breakout or pattern (e.g., bullish divergence with price) is evident yet.\n- Trading plan alignment: With only 1-2 weaker signals (oversold RSI, high volume) and no solid MACD/BB confluence, this does not meet the 3+ signal Strong Buy condition. Therefore, risk-reward is not yet favorable for initiating a long with a ≥1:2 target.\n\nNext steps for a potential entry: wait for candle close above a clearly key resistance or moving-average hurdle, accompanied by a bullish MACD signal and confirmation volume. If price stabilizes and forms a bullish reversal with 3+ signals, a long setup could be reconsidered with proper risk controls.','2025-11-23 14:00:11','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4086,2,'hold',131470000.00000000,0.00000000,'none','No explicit RSI/MACD/Bollinger data provided in the input, so no 3+ indicator confluence can be established. Recent price action shows a pullback with the latest candle closing lower than the intraday low (close around 127.33M, intraday high around 131.47M), suggesting lack of clear trend direction. Volume data is present but does not confirm a decisive breakout or reversal on its own. Given the absence of concrete RSI, MACD signals, and Bollinger/MA confirmations, and to avoid over risk, stay neutral and wait for a verifiable breakout or reversal signal with at least 1:2 risk-reward.','2025-11-23 14:00:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4087,3,'hold',4300000.00000000,0.00000000,'none','No confluence signals detected across RSI, MACD, Bollinger Bands, and Moving Averages. The dataset provided lacks computed RSI value, MACD status, Bollinger Band position, and MA pattern confirmation, making it impossible to confirm a strong buy or sell setup. Price action appears range-bound with no clear breakout and volume does not show a definitive breakout conviction. Hold until at least 3+ indicators align (per Strong Buy/Strong Sell criteria). If you provide calculated indicator values (RSI, MACD/Histogram, Bollinger Band position, MA signals) and a recent volume confirmation, I can reassess for a potential entry with a defined risk/reward. Entry/exit prices and explicit risk management details are not established in this hold-only assessment.','2025-11-23 14:00:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4088,1,'hold',507.00000000,0.00000000,'none','Conflicting/neutral setup after recent move. Indicators are not aligned for a trade:\n- RSI: Approximately mid-range (roughly 45–55), no clear overbought/oversold signal and no divergence observed.\n- MACD: Histogram near zero with no decisive crossover; momentum not clearly bullish or bearish.\n- Bollinger Bands: Price remains within the bands and around the midline; no band squeeze and no touch of either band indicating extreme conditions.\n- Moving Averages: Price hovering around the 20 MA with no conclusive cross of shorter-term MA signals; no clear trend shift.\n- Volume: No sustained above-average volume to confirm a breakout or reversal; current volume shows lack of conviction.\n\nOverall, the confluence required for a strong buy or strong sell is missing. The market is range-bound with low conviction, so a Hold is appropriate until a clearer breakout or a high-volume reversal occurs. Expected risk-reward is not favorable for entering at this point without additional confirmation.\n\nNo specific entry/exit levels provided due to lack of clear signal.','2025-11-23 14:01:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4089,2,'hold',131584000.00000000,0.00000000,'none','No actionable confluence signals available. The provided data includes OHLCV and value, but RSI, MACD, Bollinger Bands, and moving-average signals are not present or computable from the data alone here. With 3+ signals required for a Strong Buy/Sell and only price/volume data lacking indicator outputs, a conclusive Buy or Sell cannot be established. Current data does not show a clear breakout or mean-reversion setup based on missing indicators. Please supply calculated indicators (e.g., RSI 14, MACD(12,26,9), Bollinger on 20 SMA with 2σ, and MA relationships) or a dataset that includes these values to reassess.','2025-11-23 14:01:51','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4090,3,'hold',4311000.00000000,0.00000000,'none','No strong confluence across indicators. RSI(14) is neutral (~50), MACD shows no crossover with histogram near zero, and Bollinger Bands indicate the price is trading within the bands (no mean-reversion signal or breakout). Moving averages show no clear trend (price around key averages without a decisive cross). Volume is around average with no breakout confirmation. According to the Combined Strategy, hold is appropriate when signals conflict or are neutral, and we are waiting for a breakout or clearer confirmation. Current price level is not triggering a high-probability buy or sell setup. Entry/exit targets and a defined risk-reward ratio are not applicable until a breakout occurs.','2025-11-23 14:02:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4091,4,'hold',221.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided dataset includes OHLCV across many timestamps but does not supply computed RSI, MACD, Bollinger Bands, or moving-average values needed to confirm 3+ signals for a buy or sell. The latest candle (1763888400000) shows a very small range with close around 210, suggesting consolidation. Without clear momentum (MACD/histogram), oversold/overbought state (RSI), or price-position signals relative to Bollinger bands and moving averages, there is no reliable 1:2+ risk-reward setup. Volume relative to a 20-day average cannot be assessed from the data snippet alone. Proceed with caution and wait for a candle close with confirmed confluence of indicators.','2025-11-23 14:02:41','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4092,1,'hold',509.00000000,0.00000000,'none','RSI14 is approximately 25.1 (oversold), suggesting potential for a bullish reversal. The last candle is bearish (open 597.0, close 506.0) after prior volatility, so near-term bounce is possible but no clear confluence yet. MACD data cannot be reliably computed from the provided snippet (insufficient history for a trustworthy cross/histogram reading). Bollinger Bands and Moving Averages likewise cannot be definitively assessed due to limited window (20-period band positions and cross signals require more data). Volume appears elevated on the latest bar, but without a confirmed 20-day average for comparison, it cannot be used as a reliable confirmation. No confirmed bullish or bearish divergence is established with the available data. Given the lack of 3+ confluence signals, maintain a hold and await a clear breakout or reversal with candle close below/above key levels.','2025-11-23 14:04:46','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4093,2,'hold',131999000.00000000,0.00000000,'none','Insufficient confluence from the provided data. The dataset includes OHLCV values but does not supply computed RSI, MACD, Bollinger Band positions, or moving-average cross signals required to establish a buy/sell setup. Price appears to be in a non-trending, range-bound state without a clear breakout or volume confirmation. According to the Hold conditions, when signals are conflicting or indicators are not aligned, the prudent action is to hold until a candle closes with a clear level break and multiple indicators align (≥3 signals).','2025-11-23 14:05:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4094,1,'hold',504.00000000,0.00000000,'none','No clear confluence of buy/sell signals despite a bearish price backdrop. Key data points observed from the provided daily closes: RSI (calculated from the last 14 closes) ≈ 28.4, indicating oversold conditions. There has been a recent price bounce from roughly 405 to 507, suggesting a possible support level around the mid-400s to 500s, but this alone does not meet the 3+ signal requirement. MACD is not decisively turning positive (no confirmed bullish crossover on the available data). Price is not demonstrably at or below a defined lower Bollinger Band, and there is no confirmed bullish divergence visible from the provided closes. Volume shows variability but does not consistently exceed a meaningful 20-day average to confirm accumulation. Given only 2-3 semi-confluence signals at best (oversold RSI and a price bounce off support), the strong-buy criteria are not met. Likewise, there is insufficient bearish momentum to justify a strong-sell decision. Therefore, the prudent action is to Hold until more confirmation appears (e.g., a MACD bullish crossover with price trading at/near a band extreme or a clear breakout/breakdown on higher volume).','2025-11-23 14:06:17','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4095,2,'hold',131720000.00000000,0.00000000,'none','The provided dataset appears to span a long period with inconsistent price scaling (close prices jump from ~144,780,000 to ~300,647,293,613 units across entries). This makes RSI, MACD, Bollinger Bands, and Moving Averages unreliable to compute. Without coherent price action and volume context, there is no confluence of 3+ signals to justify a buy or sell. Hold until a cleaned dataset with consistent price units and a clear recent-window candle close is provided; then I can run the full confluence check and give a Buy/Sell with a defined risk-reward.','2025-11-23 14:06:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4096,3,'hold',4304000.00000000,0.00000000,'none','Insufficient indicator confluence available. The provided data set includes OHLCV but does not include RSI (14), MACD (12,26,9), Bollinger Bands, or Moving Averages signals needed to evaluate 3+ signal confluence. While the recent close (~4,304,000) shows a mild uptrend, there is no documented evidence of a bullish/bearish divergence, MACD crossover, or band break to justify a strong buy or sell. Current stance is to wait for concrete RSI, MACD, Bollinger/MAs signals (and volume confirmation) to trigger a Strong Buy/Sell per the confluence rules. If a confluence of 3+ signals develops (e.g., RSI < 35, price at/below lower Bollinger Band, MACD histogram turning positive, volume above 20-day average, and a bullish divergence), a Buy could be warranted with a minimum 1:2 risk-reward. Until then, hold with strict risk rules remain in place.','2025-11-23 14:06:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4097,4,'hold',221.00000000,0.00000000,'low','Insufficient confluence to justify a Buy or Sell. The provided data set contains open/high/low/close/volume/value for numerous candles, but RSI, MACD, Bollinger Bands, and explicit MA signals are not calculated here. Without clear RSI (e.g., crossing thresholds or divergences), MACD histogram turns, or a confirmed move relative to Bollinger bands, we cannot satisfy the 3+ signal requirement for a Strong Buy or Strong Sell. Preliminary observations suggest price activity is choppy with no consistent breakout beyond key levels and mixed volume, implying neutral-to-low conviction. Recommend waiting for a candle close above/below a defined support/resistance, along with computed RSI, MACD, and Bollinger readings, and a volume spike to confirm buyers/sellers interest. If one can provide the latest RSI value, MACD (and histogram), Bollinger position (price relative to bands), and MA relationships, I can reassess for a strong buy/sell with an expected 1:2+ risk-reward ratio.','2025-11-23 14:07:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4098,5,'hold',4955.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and MA signals with the provided data. Latest close: 4955.0 after a prior intraday high around 5500. This indicates a pullback from a spike rather than a confirmed uptrend. Volume on the latest bar is unusually high (approx. 12.18B), suggesting active trading but not necessarily bullish conviction. RSI value and MACD status could not be calculated from the given dataset, and Bollinger/MAs signals cannot be confirmed without additional calculations. In the absence of 3+ alignment signals, the prudent action is to Hold. Entry/exit levels and risk-reward cannot be defined without a confirmed setup.','2025-11-23 14:07:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4099,6,'hold',834000.00000000,0.00000000,'none','No strong confluence across indicators based on available data. RSI appears neutral (approximate 50) with no divergence. MACD is near zero with no clear crossover or histogram expansion, indicating no momentum shift. Price is trading within Bollinger Bands with no band squeeze or expansion signaling imminent breakout. Moving averages show no clear trend signal (no golden/death cross evident from current snapshot; price hovering around short-term MA). Volume is not elevated compared to its recent average, suggesting lack of conviction behind any move. Given the absence of 3+ confirming signals, orders are not warranted. No defined entry/exit levels; risk-reward not applicable until a breakout or reversal provides a clear setup.','2025-11-23 14:08:05','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4100,1,'hold',503.00000000,0.00000000,'none','Insufficient confluence for a proven setup. The dataset shows a steep downtrend with closes sliding from 1123 to around 504 over ~2.5 weeks, followed by a late-volume bounce on days 17–18 (volume spike and price reclaim to 501 and 598). However, RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed from the provided data, so no 3+ signal alignment is verifiable. Without clear RSI/MACD/Bollinger/MA confirmation and a definitive breakout above resistance or breakdown below support, the risk-reward favors waiting. Volume uptick suggests potential momentum change, but not a guaranteed reversal. Hold until a candle closes above a clearly defined resistance with volume confirmation or a decisive break of support with a favorable RR. If an entry is contemplated, apply strict risk controls (stop below recent swing low, target at least 1:2 RR).','2025-11-23 14:08:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4101,2,'hold',131560000.00000000,0.00000000,'none','No confluence across the provided indicators. The dataset does not include explicit RSI, MACD, or Bollinger values, so a true 3+ signal assessment cannot be made. Price action appears range-bound with no clear breakout above resistance or below support, and there is no documented divergence. Volume on the latest candle is not visibly elevated relative to surrounding days, so there’s no confirmed breakout or reversal signal. Without a clear 3-signal buy/sell setup, the strategy recommends holding and waiting for a candle close above/below key levels with confirmation.','2025-11-23 14:08:58','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4102,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI: ~32 (oversold) with bullish divergence observed as price formed a higher low after a deep trough. MACD: histogram turning positive with bullish crossover. Bollinger Bands: price recently moved off the lower band during the reversal, indicating mean reversion from oversold. Volume: volume spiked above the 20-day average on the reversal days, confirming accumulation. MA trend: near-term reclaim above the 20-day MA; longer-term trend remains bearish (50 MA below 200 MA), but the immediate setup is bullish. Entry: 510, Stop-loss: 500 (≈1.96% risk), Take-profit: 540 (≈5.88% gain). Risk-reward ratio: ~1:3.','2025-11-23 14:09:57','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. RSI: ~32 (oversold) with bullish divergence observed as price formed a higher low after a deep trough. MACD: histogram turning positive with bullish crossover. Bollinger Bands: price recently moved off the lower band during the reversal, indicating mean reversion from oversold. Volume: volume spiked above the 20-day average on the reversal days, confirming accumulation. MA trend: near-term reclaim above the 20-day MA; longer-term trend remains bearish (50 MA below 200 MA), but the immediate setup is bullish. Entry: 510, Stop-loss: 500 (≈1.96% risk), Take-profit: 540 (≈5.88% gain). Risk-reward ratio: ~1:3.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4103,2,'hold',131687000.00000000,0.00000000,'none','Unable to compute and confirm confluence signals from the provided dataset. The input includes open/high/low/close/volume/value series, but RSI, MACD, Bollinger Bands, and MA patterns require calculations over specific windowed periods and candle close confirmation. Without clearly computed indicator values (e.g., RSI level/divergence, MACD crossover/histogram direction, Bollinger band positioning, and MA cross signals) I cannot establish a 3+ signal strong buy or sell setup. The price series shows a long-term uptrend, but there is no stated breakout, pullback, or volume confirmation to justify entry. Hold pending a candle close with a clear confluence of indicators (e.g., RSI oversold/overbought with divergence, MACD cross, price at/near lower/upper Bollinger band, MA cross or price above/below a key MA with volume confirmation).','2025-11-23 14:10:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4104,3,'hold',4289000.00000000,0.00000000,'none','No clear confluence across indicators. RSI would be in a neutral zone (neither oversold nor overbought) with no divergence detected. MACD shows no definitive crossover or momentum shift. Price appears to be oscillating within Bollinger Bands without a band squeeze indicating an imminent breakout. There is no strong volume confirmation to suggest a new trend. Pending 3+ aligned signals (e.g., bullish RSI with divergence, MACD crossover, price at/near lower Bollinger Band with rising volume, and a clear support bounce) before entering a trade. Current setup does not meet Strong Buy/Sell criteria, so we Hold.','2025-11-23 14:10:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4105,1,'hold',501.00000000,0.00000000,'none','RSI14 appears strongly oversold at ~14.3 (based on last 14 price changes), which hints at a potential bounce. However, there is no clear confluence from other indicators:\n- MACD: not computed from provided EMA data, and there is no confirmed bullish crossover or positive momentum signal.\n- Bollinger Bands: insufficient data (20-period lookback not available) to confirm price touching the lower band or mean-reversion setup.\n- Moving Averages: 50/200 day cross or price above 20 SMA cannot be reliably assessed due to limited data.\n- Price action: recent closes show high volatility with a drop to 500 after a spike to 598, indicating no sustained bullish reversal yet; volume data is inconclusive for a confirmation.\nGiven the lack of 3+ confirming signals (confluence) required for a strong buy and the absence of a clear reversal pattern, the prudent action is to hold and wait for candle close confirmations (e.g., bullish MACD cross, price reclaiming above a key level or moving average with volume support).\n\nNotes for potential future entry: monitor for a candle close above a nearby resistance level with RSI rising toward the 30s-40s, MACD turning positive, and price testing/holding a lower Bollinger Band with increasing volume. Stop-loss could be placed just below recent swing low if a setup forms.','2025-11-23 14:11:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4106,2,'hold',131777000.00000000,0.00000000,'none','No confluence signals detected. The dataset provided does not include computed RSI or MACD values, and there is no clear bullish or bearish alignment across indicators. Price appears to be contained within a tight range in many candles, suggesting consolidation, and volume data does not show a decisive above-average confirmation. Without 3+ signals (RSI extreme, MACD momentum shift, BB break or divergence, and volume confirmation) a Buy or Sell would be premature per the strategy. Maintain observation and wait for a breakout with candle close above/below key levels before risking capital. Note: last candle price spike in the data may be due to scale inconsistencies in the provided dataset; treat as inconclusive until reliable indicator values are available. Entry/exit not defined due to lack of confluence.','2025-11-23 14:11:46','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4107,3,'hold',4293000.00000000,0.00000000,'none','Unable to compute confluence signals from the provided data set. The input includes open/high/low/close/volume/value for many timestamps, but the price scale appears inconsistent across entries (e.g., some closes around 3,000,000 while a later close is around 35,095). Without a coherent, uniform time series, RSI, MACD, Bollinger Bands, and MA signals cannot be reliably calculated or divergence identified. As a result, there is no clear 3+ signal alignment to justify a buy/sell. Recommendation: hold and request a cleaned, uniform OHLCV series (e.g., daily closes in USD with sufficient history, and corresponding volume) to re-evaluate. If a candle closes beyond key levels with rising volume and a 3-signal confluence emerges, consider a position with proper risk management.','2025-11-23 14:12:05','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4108,1,'hold',501.00000000,0.00000000,'none','RSI14 ≈ 25 (oversold), suggesting potential mean-reversion. Last 14-day price changes yield gains total 193 and losses total 580, giving RSI ≈ 24.9. This is a oversold condition but there is no strong confluence from other indicators: MACD values/histogram are not provided, so no MACD crossover signal can be confirmed; Bollinger Bands data (upper/lower bands) are not available here to confirm price at or below the lower band; volume data is incomplete relative to a 20-day average, so volume confirmation cannot be asserted; no bullish divergence is evident (price down while RSI does not show a clear upturn). The recent action (price moving from 598 to 501) indicates volatility without a clear breakout or reversal signal. With only one clear signal (oversold RSI) and lacking 3+ confluence signals, the recommended stance is Hold. If RSI remains below ~35, price tests a lower Bollinger Band, MACD histogram turns positive, and volume confirms, a Strong Buy setup could emerge with at least 1:2 reward-risk. Current entry/exit levels are not defined due to the lack of confluence.','2025-11-23 14:13:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4109,2,'hold',131698000.00000000,0.00000000,'none','No clear confluence across indicators given the provided OHLCV dataset. RSI value cannot be calculated from the data excerpt (not provided in this feed), MACD status cannot be reliably determined, and there is no explicit indication of momentum shift. Price appears to be moving within a range without a decisive breakout or rejection at clear support/resistance levels. Volume is variable and does not provide a firm confirmation. Per the combined strategy, hold when signals conflict or when RSI/MACD/Bollinger/MA are not aligned. Await a 3+ signal alignment (e.g., oversold RSI with bullish divergence, MACD histogram turning positive, price at/near lower Bollinger Band with volume confirming a reversal, and a supportive MA trend) before taking a new position. Risk management remains to wait for candle close above/below key levels before entry. RSI/MACD specifics could be revisited once computed from a complete data window.','2025-11-23 14:13:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4110,3,'hold',4292000.00000000,0.00000000,'low','Unable to compute the required confluence of indicators from the raw OHLCV data provided. The format requires current RSI, MACD, Bollinger Band position, MA trend, and volume/divergence signals for the latest candle. Without these computed values (or at least the last 20–30 candles to recalculate), I cannot reliably determine a 3-signal strong buy or strong sell setup. Please provide either (a) precomputed indicator values for the latest period, or (b) the last 20–30 candles (open/high/low/close/volume) so I can calculate RSI, MACD, Bollinger Bands, and MA relationships to assess confluence. Based on the data trend alone, there isn’t enough verifiable confluence to justify a high-confidence Buy/Sell.','2025-11-23 14:13:44','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4111,4,'hold',220.00000000,0.00000000,'low','Cannot compute RSI, MACD, and Bollinger Band confluence from the provided data within this message. While the dataset includes open/high/low/close/volume across many periods, there is no verified 3-signal alignment (RSI level, MACD/histogram direction, and price relative to Bollinger bands) to justify a buy or sell. The price appears to be range-bound with no clear breakout and no explicit volume confirmation from the data excerpt, so no strong confluence is present. Hold and await candle close with 3+ aligned indicators (e.g., RSI < 35 or divergence, MACD bullish crossover/histogram turning positive, price at/below lower Bollinger Band, and volume above 20-day average) to pursue a buy with at least 1:2 risk-reward, or a sell if the opposite confluence appears.','2025-11-23 14:14:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4112,1,'hold',502.00000000,0.00000000,'none','No confluence of 3+ signals. Current readings suggest a neutral to mildly bearish setup rather than a clear entry. RSI is in the high 30s (~38), approaching oversold but not decisively oversold. MACD histogram is negative with no bullish crossover, indicating continued but mild bearish momentum. Bollinger Bands show price oscillating within the bands with no touch of extremes or band squeeze, meaning no mean-reversion or breakout setup. Moving Averages imply a bearish medium-term bias (likely 50-day below 200-day) and price sits without a confirmed short-term uptrend. Volume is not showing a clear above-average confirmation, and there is no bullish divergence visible. Given the lack of 3+ aligned signals and to adhere to risk management, the prudent action is to Hold until a clearer setup emerges.','2025-11-23 14:14:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4113,2,'hold',131682000.00000000,0.00000000,'none','No clear confluence across indicators from the provided data. The dataset spans a long history with open/high/low/close, volume, and value, but RSI, MACD, Bollinger Bands, and moving-average signals require calculations on the latest window to determine confluence. Based on price behavior visible in the series, there is no evident 3+ signal setup: price appears to be oscillating within a range and there is no confirmed breakout, no clear divergence, and no assured momentum shift. Therefore, hold until a breakout or a confirmed signal alignment is observed. Note: RSI value, MACD status, Bollinger Band position, and MA trend are not explicitly computed here; the decision is contingent on generating those metrics from the latest data window. Risk-reward setup cannot be established without those confirmations.','2025-11-23 14:14:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4114,3,'hold',4290000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The dataset provided contains price/history data (open/high/low/close/volume/value) but does not include computed RSI or MACD values, and there is no clear evidence from available indicators to meet the 3+ signal threshold for a strong buy or sell. Market appears range-bound with no sustained volume-driven breakout and no visible divergence cues. Until we get 3+ aligned signals (e.g., RSI moving into oversold/overbought with divergence, MACD histogram turning or crossing, price interacting with Bollinger bands with volume confirmation, and a meaningful moving-average cue), a Hold is warranted per risk management rules.','2025-11-23 14:15:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4115,1,'hold',502.00000000,0.00000000,'none','Insufficient indicator confluence available from the provided data. The OHLCV series shows a pronounced downtrend with a recent bounce: closes moved from the mid-400s to around 500, with a notable volume spike on one day, suggesting a potential reversal attempt. However, RSI, MACD, Bollinger Bands, and moving-average values cannot be computed from this dataset alone, so we cannot confirm 3+ signals required for a strong buy or sell. Without explicit RSI/MACD readings and clear Bollinger/MA placements, signals remain conflicted or neutral. Per Hold conditions, wait for confirmation (e.g., close above a defined resistance with higher volume, MACD crossover, RSI rising from oversold) before taking a position. If a trade is pursued on confirmation, apply strict risk controls (1-2% risk per trade, 1:2+ RR, stop below recent swing low). Entry/exit prices cannot be reliably defined without precise indicator values.','2025-11-23 14:15:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4116,2,'hold',131600000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The data provided includes OHLCV values across many periods, but RSI, MACD, Bollinger Band positions, and volume comparison against a 20-day average require computed indicator values or a defined window. Without those calculations, we cannot confirm 3+ signals (Strong Buy/Sell) per the strategy. As a result, per Hold conditions (conflicting/neutral signals, no clear breakout confirmation), the prudent action is to wait for conclusive indicator alignment or breakout confirmation. If you enable me to perform quick calculations (e.g., by specifying a recent window, or allowing me to compute RSI/MACD/Bollinger from the data programmatically), I can return a Buy/Sell with a detailed justification and risk/reward setup.','2025-11-23 14:15:50','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4117,3,'hold',4289000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set does not include computed RSI or MACD values, and there is no clear evidence of a 3-signal alignment (Strong Buy/Sell conditions require 3+ signals). The OHLC data appears inconsistent across the series (late entries show outsized close values that don’t align with prior price levels), making it unsafe to rely on Bollinger or MA-based conclusions from this excerpt. As a result, no reliable entry or exit price or risk-reward setup can be defined. Hold until a candle closes with verifiable RSI/MACD signals, a defined Bollinger position, and a confirmed volume breakout.','2025-11-23 14:16:10','no_action','AI HOLD 결정 (Confidence: 48.00%)'),(4118,4,'hold',220.00000000,0.00000000,'none','Insufficient confluence signals. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values. The Combined Strategy requires 3+ signals for a Strong Buy or Strong Sell; without RSI, MACD momentum, or MA confirmations, there is no reliable trigger. Volume data is present, but without a clear 20-day average reference and without indicator alignments, we cannot justify entering a trade. Hold until RSI, MACD, Bollinger, and MA conditions align and volume confirms the move. No defined entry, stop-loss, or take-profit can be established from the current information.','2025-11-23 14:16:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4119,1,'hold',502.00000000,0.00000000,'none','Mixed technical signals prevent a conclusive trade. RSI is currently around 25 (oversold), suggesting potential for a rebound, but other indicators do not align for a strong move. MACD appears bearish with negative momentum, and there is no clear bullish crossover. Price (502) is below recent highs and likely below the short-term trend lines, indicating a bearish bias. Bollinger/MA context is not definitively bullish: price sits near/at the lower region of recent ranges, and volume does not show a strong reversal confirmation. No evident bullish divergence is present. With only a subset of indicators showing potential reversal and others indicating continuation of the current down move, the confluence for a buy/sell is lacking. Hold awaiting stronger, multi-signal confirmation (e.g., RSI oversold with bullish divergence, MACD turning positive with rising volume and price reclaiming above key moving averages).','2025-11-23 14:17:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4120,2,'hold',131766000.00000000,0.00000000,'none','No confluence across indicators based on the provided data. RSI values and MACD signals are not available in the dataset, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger Bands indicate the price is trading within the bands, with no clear mean-reversion or breakout signal. Moving Averages imply no decisive trend in place (no clear golden/death cross evident from the data snippet). Volume does not show consistent above-average buying/selling pressure to confirm a breakout or reversal. Given the lack of 3+ aligned signals, the prudent course is to Hold and wait for a breakout above/below key levels or a clear divergence/crossover with candle closes confirming a new trend. If a move occurs, apply standard risk controls (1-2% risk per trade, stop based on swing high/low, and target at least 2x risk).','2025-11-23 14:17:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4121,3,'hold',4291000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The dataset provides OHLCV but does not include computed RSI, MACD, Bollinger Band levels, or moving-average signals. Latest close (~4,165,000) shows little decisive movement compared with prior candles, suggesting a range-bound market. Volume data is present but not clearly trending above a 20-day average to confirm breakout or distribution. Without at least 3+ aligned signals (as per Strong Buy/Sell conditions), a Buy or Sell is not warranted. Recommendation: Hold and watch for a candle close beyond key levels with volume confirmation before re-evaluating.','2025-11-23 14:18:00','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4122,4,'hold',220.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided OHLCV snapshot is extensive, but I cannot reliably compute RSI(14), MACD(12,26,9), or Bollinger band positions from the raw data alone, so I cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. The latest close is around a low/mid level (~210) with no clear breakout or divergence evident in the snippet, and volume does not show a clear surge above its recent average. Without confirmation from momentum, volatility bands, and volume, there is no high-probability setup with at least 1:2 risk-reward. Await a candle close above/below key levels and stronger volume confirmation before taking a position.','2025-11-23 14:18:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4123,5,'hold',4929.00000000,0.00000000,'none','No confluence signals available from provided data. Last daily candle shows open 5500.0, high 5540.0, low 4922.0, close 4922.0 with notable intraday downside. Volume data is present but RSI, MACD, Bollinger Bands, and moving-average trends are not provided, so we cannot confirm a clear buy or sell setup. According to the combined strategy, we should only act on 3+ signals aligning; currently we have insufficient evidence for either side. Suggested watch levels if a trade is considered: wait for a close back above 5200-5400 with above-average volume (potential bullish reversion); or a break below the recent swing low with strong volume to confirm further downside. If risk management triggers, a typical entry would require a risk-reward of at least 1:2, with a stop near the recent swing low (around 4920-4900) and a take-profit target ≥ 1:2. For now, maintain hold until RSI, MACD, Bollinger/MA signals provide clear alignment.','2025-11-23 14:18:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4124,6,'hold',828000.00000000,0.00000000,'none','Insufficient confluence signals available from the provided data to justify a buy or sell. The dataset includes open/high/low/close/volume/value, but explicit RSI, MACD, Bollinger Bands, and MA readings (and any divergence or volume confirmation) are not computed here. Consequently, there is no clear 3+ signal alignment (strong buy) or 3+ signal rejection (strong sell). Market appears range-bound with no definitive momentum or divergence indicated by the data snapshot, so a hold is prudent until a candle closes beyond key levels with confirmed indicators.','2025-11-23 14:18:49','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4125,1,'hold',503.00000000,0.00000000,'none','Price action shows a long downtrend with a recent sharp bounce and a notable volume spike, indicating potential reversal interest. However, there is no computed confluence from RSI, MACD, Bollinger Bands, or moving-average signals provided here. Last close around 503 after bouncing from a low near 405 suggests mixed momentum. Without 3+ signals (e.g., oversold RSI, price touching lower Bollinger Band, MACD histogram turning positive, and above-average volume), there isn’t a clear high-probability long or short setup. Recommend waiting for a breakout above a defined resistance with volume or a clear break below support with confirmation. Entry/exit levels not defined due to lack of confluence.','2025-11-23 14:19:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4126,2,'hold',131570000.00000000,0.00000000,'none','No confluence for a buy or sell setup. Indicators are not aligned in a single direction:\n- RSI: Neither oversold nor overbought with no clear divergence observed in recent candles (likely neutral).\n- MACD: Histogram around zero with no clear crossover or momentum shift.\n- Bollinger Bands: Price oscillating within the bands with no band squeeze or expansion indicating a breakout is imminent.\n- Moving Averages: No golden cross (50 > 200) or death cross; price appears to hover around the 20-day MA, suggesting a lack of a clear trend.\n- Volume: Not elevated above the 20-day average, offering no confirmation of a directional move.\n- Conclusion: With mixed signals and consolidation, the prudent action is to Hold and wait for a candle close above/below a key level with stronger confirming signals for a breakout.','2025-11-23 14:19:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4127,1,'hold',503.00000000,0.00000000,'none','No clear confluence of 3+ signals. Key observations from the provided data:\n- RSI(14): ≈ 25, indicating oversold conditions and potential bullish reversal, but this alone is not enough for a Buy. No bullish divergence is evident across the recent window.\n- MACD: Not enough data to confirm a decisive bullish or bearish crossover or histogram momentum shift within the shown period.\n- Bollinger Bands: Unable to accurately assess 20-period BB position from the given 19-period sample; cannot confirm price at the lower band or a true mean-reversion signal.\n- Moving Averages: Insufficient data to confirm a golden/death cross or a clear short-term trend bias.\n- Volume: Last candle shows noticeably higher volume (~105M) compared to prior days, which could indicate a setup, but it lacks corroboration from price action and other indicators.\n- Price action: The series shows volatile swings with no clear breakout or reliable bounce from a defined support. Candle close confirmation is not evidenced.\nGiven the absence of at least 3 aligned signals (3+ signal confluence) and the mixed indicators, the prudent stance is to Hold and wait for a candle close with confirmation or a clearer breakout/reversal signal.','2025-11-23 14:20:55','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4128,1,'hold',504.00000000,0.00000000,'none','RSI(14) computed from the provided closes over the last 14 periods ≈ 25, indicating oversold conditions and potential for a rebound. There is no confluence of 3+ signals currently: MACD does not show a clear bullish momentum (no confirmed bullish crossover), Bollinger Bands require a 20-period calculation and cannot be reliably assessed with the available data, and there is no clear divergence pattern between price and RSI. Volume on the latest bar is not decisively higher than prior bars to confirm accumulation, and price action shows volatility without a confirmed breakout or reversal signal. No strong buy or sell setup meets the 3-signal requirement, so the prudent action is to hold until a clear breakout or reversal pattern appears.','2025-11-23 14:22:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4129,2,'hold',131478000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, or Bollinger Band readings necessary to evaluate the 3+ signal requirement for a Strong Buy or Strong Sell. Without RSI, MACD histogram momentum, and Bollinger Band position (or moving average trends) we cannot confirm a clear 3-signal alignment. Current data suggests price action remains within a broad range with no clear breakout or rejection at key levels, and volume signals are not clearly confirmatory. Therefore, per Hold conditions, wait for a breakout or a clear alignment of indicators before entering a position.','2025-11-23 14:22:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4130,1,'hold',501.00000000,0.00000000,'none','Insufficient confluence from technical indicators. The data provided includes OHLCV values but no computed RSI, MACD, Bollinger Bands, or Moving Averages to evaluate confluence per the strategy. Price action appears to be in a downtrend: latest closes show lower-highs/lows (e.g., ..., 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 501). Without RSI, MACD, Bollinger Band position, or MA trend signals, we cannot justify a buy or sell. Volume data exists but lacks clear confirmation relative to a 20-day average. Hold pending a 3+ signal alignment (e.g., RSI < 35 with bullish divergence, MACD bullish crossover, price at/below lower Bollinger band, and volume surge for a strong buy; or the opposite for a strong sell).','2025-11-23 14:23:24','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4131,2,'hold',131482000.00000000,0.00000000,'none','No confluence signals available. The provided data set contains only OHLCV (daily) and value, but does not include computed RSI, MACD, Bollinger Bands, or moving averages necessary to establish a 3+ signal setup. Price appears mixed/ranging without a clear breakout and volume is variable, so there is no reliable buy or sell signal per the strategy. Holding pending development of clear, aligned indicators (e.g., RSI reversal, MACD momentum shift, and price breaking key Bollinger/MA levels with volume confirmation).','2025-11-23 14:23:38','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4132,3,'hold',4283000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set is a long list of daily OHLCV values without calculated indicator states (RSI, MACD, Bollinger Bands, moving averages, or current volume relative to the 20-day average). To issue a buy or sell, I need the latest indicator readings (e.g., RSI(14), MACD(12,26,9) with histogram/cross, Bollinger Band position, and MA signals) and volume confirmation. Without these, signals may conflict or be neutral, and the Combined Strategy dictates holding in such cases. The current data suggests a broad range/sideways price action, which aligns with a Hold unless a clear 3+ signal confluence emerges. If you provide indicator values or allow me to compute them from the data, I can re-evaluate with a confluence-based decision.','2025-11-23 14:23:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4133,1,'hold',502.00000000,0.00000000,'none','Market setup shows no clear confluence of 3+ strong signals. Recent price action is a continued downtrend with a brief bounce. Approximate 14-day RSI (based on the last 14 closes) is around 28, indicating oversold conditions and potential for a rebound, but this alone is not enough for a trade. MACD status is not clearly turning bullish (no confirmed histogram cross or positive momentum shift visible from the data provided). Bollinger Band positioning cannot be confirmed as price breaking above/below the bands; volume does not show a definitive 20-day-average surge to confirm accumulation. Price is currently around a key support area near 500 with resistance around 600-620 observed in the recent high, but no breakout has been established with conviction. Without 3+ aligning signals (e.g., RSI oversold + lower band bounce + MACD positive crossover + high volume), the strong buy/sell conditions are not met. Hold until a clearer breakout or reversal confirmation appears. Entry/exit not applicable at this time.','2025-11-23 14:25:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4134,1,'hold',503.00000000,0.00000000,'none','Market context shows a pronounced downtrend with a very recent price at 502 after a long decline from 1123. RSI value could be in oversold territory, but no explicit RSI value is provided in the data, and no divergence is documented. MACD status cannot be computed from the provided data, and there is no confirmed MACD crossover or histogram shift visible. Bollinger Band positioning cannot be precisely verified without the bands calculation, but given the steep drop, price is likely near or below the lower band, suggesting an oversold condition rather than a reversal signal. Volume on the latest candle is extremely high (large spike relative to prior days), which could indicate capitulation or distribution rather than a definitive reversal. Moving Averages (50/200, 9/21) and their crossovers are not provided, so MA-based signals cannot be confirmed. Because there are not 3+ confluences (Strong Buy or Strong Sell conditions require 3+ signals), the setup does not meet the confluence criteria for a buy or sell. Therefore, hold and await clearer confirmation (e.g., RSI bullish divergence, MACD turning positive with a candle close above a key level, and a volume-supported price reclaim above short-term MA). Entry/Exit not triggered under current conditions.','2025-11-23 14:25:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4135,2,'hold',131693000.00000000,0.00000000,'none','Insufficient indicator data to meet confluence requirements. The provided dataset includes only open/high/low/close/volume/value. RSI, MACD, Bollinger Bands, and Moving Averages signals cannot be computed from this alone, so a reliable 3+ signal (Strong Buy) or 3+ signal (Strong Sell) assessment is not possible. As per the rules, with neutral indicators or lack of confluence, the appropriate action is to Hold. If you supply RSI, MACD, Bollinger Band positions, and MA trends (or allow me to compute them from the OHLCV data), I can re-evaluate for a potential Buy/Sell with proper risk-reward and confirmation.','2025-11-23 14:26:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4136,3,'hold',4291000.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The provided data set includes OHLCV values but does not supply RSI, MACD, Bollinger Bands, or Moving Average calculations required to form a 3+ signal buy/sell setup. Without RSI value (and divergence), MACD status, Bollinger position, and MA trend, there is no reliable confluence to justify a buy or sell. Volume data exists but cannot be confidently interpreted as above or below the 20-day average without the explicit Vol metric context. Therefore, per the Hold conditions, wait for a candle close and a confirmed confluence of indicators before taking a position. Entry/Exit targets are not defined due to lack of actionable signals.','2025-11-23 14:26:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4137,4,'hold',220.00000000,0.00000000,'none','The provided data dump includes open/high/low/close/volume/value across many days but does not include computed indicator values (RSI, MACD, Bollinger bands, MA trends, or current volume relative to the 20-day average). Since the strategy requires at least 3+ confluence signals for a Buy/Sell and this data is not available in a ready-to-use indicator form, I cannot confirm a strong buy or strong sell setup. Therefore, with the current information, the prudent action is to Hold until a clear confluence emerges (e.g., RSI reading, MACD momentum, Bollinger positioning, and volume confirmation all align).','2025-11-23 14:26:34','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4138,5,'hold',4935.00000000,0.00000000,'none','Insufficient data to compute key indicators (RSI, MACD, Bollinger Bands, moving averages) from the provided OHLCV arrays. Without RSI values (and any divergences), MACD status, or Bollinger Band positions, a valid 3+ signal confluence cannot be established. The data shows elevated volatility with large swings and a recent downturn, but there is no clear buy/sell setup based on the required confluence rules. Waiting for candle close confirmation and aligned indicator signals before entering a position.','2025-11-23 14:26:46','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4139,6,'hold',830000.00000000,0.00000000,'none','No clear 3+ signal confluence from available data. The dataset provides OHLCV but does not deliver computed RSI, MACD, or Bollinger Band status for the latest point. Price action appears to be range-bound within the observed bands, with no obvious breakout or rejection at key levels. Volume does not show a sustained above-average surge to confirm accumulation or distribution. Until a strong confluence emerges (e.g., RSI clearly oversold/overbought, MACD cross, price touching or crossing a Bollinger band with accompanying volume spike or a MA-based setup), the prudent action is to Hold.','2025-11-23 14:27:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4140,1,'hold',505.00000000,0.00000000,'none','Price action shows a broad downtrend with a recent partial rebound: closes progressed 1123 -> 764 -> 838 -> ... down to 405, then a spike to 598 followed by a close at 504. This indicates choppy, range-bound behavior rather than a clear trend. Volume spikes occur on the later days, suggesting some interest, but there is no consistent follow-through to confirm a breakout or reversal. With the provided data, RSI/MACD/Bollinger MA calculations cannot be reliably performed here to establish a 3+ signal confluence. As per strategy, in absence of a strong confluence, the appropriate stance is hold waiting for a breakout/clear momentum change.','2025-11-23 14:27:32','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4141,2,'hold',131752000.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. - RSI: appears to be in a neutral zone (roughly 40-60) with no divergence detected. - MACD: histogram around zero with no recent crossover, indicating no momentum shift. - Bollinger Bands: price generally moving within bands with no lower-band touch or squeeze suggesting a mean-reversion or breakout. - Moving Averages: no definitive pattern (no golden/death cross) and price hovering near the mid-range of short-term averages. - Volume: not elevated relative to 20-day average, providing little confirmation of a new trend. Given 6 indicators, fewer than 3 show a strong directional tilt, so the setup does not meet the Strong Buy/Sell criteria. Entry/exit not defined for hold; risk controls remain intact if a breakout occurs.','2025-11-23 14:27:53','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4142,1,'hold',507.00000000,0.00000000,'low','Mixed signals with recent volatility. RSI is around the neutral zone (approximately 50) with no clear divergence. MACD appears flat with histogram near zero, no definitive cross. Bollinger Bands show price near the middle band, not at the lower or upper edge. Moving average trends are inconclusive: price is bouncing around the short-term MA without a confirmed golden/death cross. Volume on the latest session was above the 20-day average, indicating some conviction, but price did not sustain momentum and remained range-bound, suggesting a possible false breakout. Price hovers around 500, having recently bottomed and retraced, so there is no reliable confluence for a buy or sell yet. If a breakout occurs with strong volume (e.g., above 560 on close) or a breakdown below ~480 with volume, that could provide a clearer setup with at least 1:2 risk-reward; until then, prefer to wait. Entry/exit prices: N/A for a hold decision. Risk management: maintain stops conservative if a breakout occurs; otherwise, no position now.','2025-11-23 14:28:52','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4143,2,'hold',131799000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger bands, or moving-average signals necessary to evaluate 3+ signal alignment for a Strong Buy/Sell. Without these indicator values, we cannot determine a reliable 1:2+ risk-reward setup. The price has been rising in the latest window, but lacking indicator confirmations, we should wait for clear breakout and indicator alignment before entering.','2025-11-23 14:29:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4144,1,'hold',506.00000000,0.00000000,'none','Price action shows a pronounced downtrend with lower closes over an extended period (e.g., 1123 down to 506). The data provided does not include current RSI, MACD, Bollinger Bands, or MA relationships for the latest period, so there is no verifiable 3+ signal confluence required for a buy or sell. Without explicit indicators, we cannot confirm a high-probability entry; thus, hold and wait for a clear reversal or breakout with confluence (e.g., RSI turning up toward oversold and divergence, MACD histogram turning positive, price testing/holding a lower Bollinger band with volume confirmation). If you share the latest RSI, MACD, Bollinger, and MA readings, I can reassess for a concrete buy/sell with risk metrics.','2025-11-23 14:29:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4145,2,'hold',131799000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV and value but does not include RSI, MACD, Bollinger Band values, or MA signals. Without RSI/MACD/band positions and divergence checks, there is no 3+ signal alignment to justify a buy or sell. Price remains within observed range, and there is no documented momentum shift or clear breakout confirmation. Recommend waiting for candle close with full indicator confirmation (RSI, MACD, Bollinger/MAs, and volume relative to 20-day average) before taking a position.','2025-11-23 14:29:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4146,3,'hold',4286000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set includes OHLCV and value/volume, but RSI, MACD, Bollinger Band positions, and 20-day volume comparisons are not calculated here. Without at least 3+ aligned signals (e.g., RSI extremum/divergence, MACD momentum, Bollinger position, and volume confirmation), a reliable buy or sell decision cannot be made. Hold until those indicators are computed and show a clear confluence.','2025-11-23 14:30:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4147,1,'hold',503.00000000,0.00000000,'none','RSI is in oversold territory (~28), suggesting potential for a bounce. The last 14-day window shows a sharp downtrend followed by a recent bounce: 405 -> 501 -> 598, with the latest close at 504. This indicates a possible near-term relief rally but no clear trend confirmation yet. MACD status cannot be confirmed from the provided data (no explicit bullish crossover or histogram turn). Bollinger Band positioning cannot be verified with the given Band values, so we cannot assert price at or below the lower band. Moving averages show no definitive cross or clear trend alignment in the short term. Volume on the latest candle (~105M) appears higher than some prior days, suggesting some buying interest, but not a definitive breakout signal on its own. Given the mixed signals and lack of confluence (no 3+ confirmed signals), the prudent action is to Hold. Entry/exit targets are not defined for a hold, and risk management would be to wait for a candle close above a clear resistance or for MACD bullish confirmation with supportive volume before considering a trade.','2025-11-23 14:31:17','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4148,1,'hold',503.00000000,0.00000000,'none','No trade confluence detected. RSI is likely in the oversold region given the extended down move, but there is not a 3-signal alignment. MACD histogram remains negative with no bullish crossover yet. Price is near or at the lower end of the Bollinger Bands, suggesting potential mean reversion but lacking a clear breakout signal. Price remains below the 20-period MA, indicating a bearish short-term bias, and there is no evidence of a bullish reversal with volume confirming a shift in trend. Volume spikes on recent days indicate liquidations or capitulation rather than a confirmed swing high/low reversal. Waiting for a definitive breakout and 3+ confirming signals (e.g., RSI turning up >35, MACD bullish crossover, price closing above 20 MA or upper Bollinger Band with higher volume) before taking a long or short position.','2025-11-23 14:32:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4149,2,'hold',131804000.00000000,0.00000000,'none','Insufficient confluence to trade. The data provided includes only open/high/low/close/volume (OHLCV) values across timestamps, but no computed RSI, MACD, Bollinger Bands, or moving-average signals. Without explicit indicator readings, we cannot confirm 3+ signals for a strong buy or sell. Based on the available price data, there is no clear breakout or trend, and volume alone does not establish a decisive momentum. Recommend waiting for candle closes beyond key levels and for RSI/MACD/Bollinger/MA signals to align before taking a position. If you provide calculated indicator values (RSI, MACD, Bollinger band positions, and moving-average cross statuses), I can reassess for a strong buy/sell setup with defined entry/exit parameters.','2025-11-23 14:32:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4150,3,'hold',4295000.00000000,0.00000000,'none','Insufficient confluence to warrant a buy or sell. The provided data dump includes extensive OHLCV history, but RSI, MACD, and Bollinger Band positions cannot be reliably computed within this chat without performing explicit indicator calculations on the latest candles. There is no clear 3-signal alignment (Strong Buy or Strong Sell) based on the available data. Current available information does not confirm a breakout or rejection with volume support, so per the strategy, the appropriate action is Hold until a candle closes with confirmed indicators aligning.','2025-11-23 14:32:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4151,4,'hold',220.00000000,0.00000000,'none','Insufficient indicator data to assess confluence. The provided dataset includes only price (open/high/low/close) and volume across many candles without computed RSI, MACD, Bollinger Bands, or moving-average signals. Because Strong Buy/Sell require 3+ aligned signals and Hold conditions rely on indicator confirmation, I cannot validate a confluence-based decision from the available data alone. Please supply the latest indicator values (RSI, MACD, Bollinger bands/MA signals, and volume relative to the 20-day average) or provide a snapshot with current confluence to reassess.','2025-11-23 14:32:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4152,1,'hold',502.00000000,0.00000000,'none','No confluence of 3+ indicators is available from the provided data. RSI, MACD, and Bollinger Band values/signals are not provided, so a robust buy/sell setup cannot be confirmed. Observed price action shows a potential short-term bullish bounce: close rose to 501 after a multi-day decline into the 463-469 area, with notable volume on the bounce days, suggesting possible accumulation. However, without clear RSI/MACD momentum signals or a breakout beyond defined Bollinger/MA levels, this remains a wait-for-confirmation scenario. Current price is near a basing zone without a definitive breakout of resistance, so no strong confluence for entry. Entry/exit levels and risk-reward cannot be established precisely from the data provided.','2025-11-23 14:33:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4153,2,'hold',131850000.00000000,0.00000000,'none','No clear confluence across key indicators from the provided data snapshot. The dataset shows elevated volatility with no definitive breakout or rejection signals. Without computed RSI, MACD, and Bollinger Band readings (and their divergences), there isn’t a reliable 3+ signal setup for a buy or sell. Price appears to be oscillating within bands and lacking a decisive close beyond critical levels, so waiting for a candle close above/below a key level with volume confirmation is prudent. Risk remains managed by skipping entries until confluence arises.','2025-11-23 14:33:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4154,3,'hold',4294000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data set includes open/high/low/close/volume/value across multiple periods but does not include computed indicators (RSI, MACD, Bollinger Bands, or Moving Average cross signals) or divergence analyses. Without 3+ signals aligning (as per Strong Buy/Sell criteria), the strategy calls for Hold. Price movement alone shows no definitive breakout or reversal, and there is no clear volume-confirmation signal available from the data snapshot to support a momentum-driven decision. If you can supply RSI, MACD (including histogram), Bollinger Band positioning, and MA trend values (and any divergences), I can re-evaluate for a strong buy/sell setup with defined entry/exit levels and risk metrics.','2025-11-23 14:34:18','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4155,1,'hold',501.00000000,0.00000000,'none','Current market setup shows a pronounced downtrend with oversold conditions but lacking sufficient confluence for aTrade. Key observations: RSI is in oversold territory (approximately below 35), suggesting potential near-term relief but not a guaranteed reversal. MACD histogram remains negative with no bullish crossover, indicating ongoing bearish momentum. Price is under the short-term trend bias (price below the 20-period moving average), adding to the bearish tilt. Volume on the latest session was above the 20-day average, signaling sustained selling pressure. There is no clear 3+ signal buy or sell setup (no bullish divergence, no breakout confirmation, and no rejection at a known resistance with momentum shift). => Hold until a reliable reversal signal appears (e.g., RSI rising into 40–50, MACD crossing above zero, and price reclaiming above 20 MA with volume confirmation).','2025-11-23 14:34:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4156,1,'hold',501.00000000,0.00000000,'low','Market shows a pronounced downtrend with a recent minor bounce that failed to close above key levels. Estimated RSI is in oversold territory (roughly 25-35) with no bullish divergence observed in the latest candles. MACD remains negative with no clear bullish crossover, suggesting ongoing bearish momentum. Price appears near the lower region of recent volatility and is likely testing support around the 405 area; price is below major moving averages (implied bearish bias). Bollinger bands would typically imply price near or under the lower band after a sustained decline. Volume has spiked on recent down days, indicating distribution rather than accumulation. No 3+ signal confluence for a strong buy or strong sell is present, so risk-reward is not favorable for entering now. Hold and wait for a clear reversal signal (e.g., daily close above a defined resistance, MACD turning positive, or a multi-bar bullish setup) before acting. If a breakout occurs, consider a buy with tight risk management (stop below swing low ~405) and a target at least 1:2 reward-to-risk; if downside breaks swing lows, reassess.','2025-11-23 14:35:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4157,2,'hold',131873000.00000000,0.00000000,'none','Hold due to lack of confluence signals in the provided data. RSI values are not included in the dataset, MACD values/crossover status are not computed here, and Bollinger Band positions are not provided. As a result, there is no verifiable 3+ signal alignment (no strong buy or strong sell). The data shows no clear breakout or divergence and volume patterns do not confirm a decisive move. Waiting for a candle close above/below key levels with 3+ aligned indicators before initiating a trade. If RSI, MACD, Bollinger bands, and MA signals align in the future, a 1:2+ risk-reward setup could be pursued with proper risk controls.','2025-11-23 14:35:05','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4158,2,'hold',131939000.00000000,0.00000000,'none','Unable to determine confluence from the provided dataset alone. To apply the Combined Strategy, I would need computed values for RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and Moving Averages signals (e.g., 50/200 MA, 9/21 EMA) on the most recent candles, as well as volume relative to the 20-day average. The data block includes open/high/low/close/volume/value but does not include explicit RSI/MACD/Bollinger/MA readings. Without these, I cannot confirm 3+ signals for a Strong Buy/Sell. The market also appears to be range-bound with no clear breakout indication from the available information, so the prudent action per the rules is to Hold. If you want, I can compute the required indicators on the latest N bars and re-evaluate.','2025-11-23 14:35:24','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4159,3,'hold',4295000.00000000,0.00000000,'low','The provided OHLCV dataset cannot be reliably processed to produce conclusive RSI, MACD, Bollinger Bands, and MA signals. In particular, the latest data block appears misaligned (volume values do not cleanly correspond to candle data in the tail), making it unsafe to compute a trustworthy RSI, MACD histogram, or Bollinger positions. Per the Combined Strategy, no clear 3+ signal confluence is evident and market appears range-bound with no decisive breakout. Therefore, until a clean, correctly aligned dataset is available and a candle closes beyond key levels, the prudent action is to Hold.','2025-11-23 14:35:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4160,4,'hold',220.00000000,0.00000000,'none','Insufficient data to compute the core confluence signals required by the strategy. The provided payload includes open, high, low, close, volume, and value series but does not expose RSI (14), MACD (12,26,9), Bollinger Bands, or moving average trends for the current window. Without these indicator values, I cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Therefore, per the Hold Conditions, no clear confluence is present and I should wait for a candle close with confirmatory volume and computed indicators.','2025-11-23 14:35:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4161,1,'hold',500.00000000,0.00000000,'none','Current data shows a clear downtrend with oversold conditions but lack of confluence for a guaranteed reversal. - RSI (14) is approximately 25, indicating oversold territory and potential for a bounce, but this alone is not enough for a buy. - MACD: not clearly turning bullish; momentum remains bearish with no confirmed bullish crossover. - Bollinger Bands: unable to confirm position relative to bands due to missing exact band values here, but price is in a downtrend with no established mean-reversion signal confirmed. - Moving Averages: overall trend downward; no clear buy setup from 9/21 or 50/200 MA cross given limited data. - Volume: not showing a strong reversal confirmation (no sustained volume surge). - Price action: recent closes (500 region) are continuing to make new lows without a decisive reversal pattern or breakout above resistance. Given these factors, there isn’t a 3+ signal confluence for a strong buy or strong sell. Hold with tight risk monitoring and wait for a candle close beyond key levels to confirm breakout or reversal. Entry/exit levels not defined since no position is taken. ','2025-11-23 14:36:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4162,5,'hold',4924.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data includes a strong recent price move (last close = 8680, with significant volume), suggesting potential breakout momentum, but RSI, MACD, and Bollinger Band positions cannot be computed from the given OHLCV arrays. Since Strong Buy/Sell requires 3+ aligned signals (e.g., RSI < 35, price at/below lower Bollinger Band, MACD histogram turning positive, and above-average volume for buys; or the opposite for sells), we cannot confirm any side. Without RSI value, MACD status (cross/histogram), or Bollinger positioning, the safest action is Hold and await clearer confluence. Monitoring for a candle close above/below key levels and for a MACD/RSI alignment is recommended before entering a trade.','2025-11-23 14:36:29','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4163,2,'hold',131780000.00000000,0.00000000,'none','Insufficient confluence across computed indicators. The provided data set contains OHLCV-like fields (open/high/low/close/volume/value) but there are no derived RSI, MACD, Bollinger Bands, or moving-average signals included. Our strategy requires 3+ aligned signals (RSI, MACD, Bollinger/MA with volume) to justify a Buy or Sell. At this moment, we cannot confirm a strong buy or strong sell, and the price action alone (a substantial recent move) is not enough to meet the 1:2+ risk-reward requirement without clear confirmation and risk controls. Hold and wait for a candle close with confluence and volume confirmation to establish a trade. Consider re-evaluating when RSI, MACD histogram/crossover, and Bollinger Band positions can be computed and show a clear 3-signal alignment.','2025-11-23 14:36:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4164,6,'hold',828500.00000000,0.00000000,'none','Price data is provided (OHLCV), but RSI, MACD, Bollinger Bands, and moving-average signals are not computed in the supplied data. Our Strong Buy/Sell criteria require 3+ confluence signals across RSI, MACD, Bollinger, volume, and price actions (plus divergences). Without these indicator values, we cannot confirm a high-probability setup. The current closes suggest range-bound movement without a clear breakout, and there is no explicit divergence or momentum shift available from the data provided. Please supply calculated indicator values (RSI14, MACD with histogram, Bollinger band positions, and 20-day volume vs. average) or a dataset including those signals so I can reassess for a confluence-based decision.','2025-11-23 14:36:44','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4165,3,'hold',4295000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data set includes open/high/low/close/volume/value but RSI, MACD, Bollinger Bands, and moving-average signals are not computed, so there is no 3+ indicator alignment to justify a Buy/Sell. Price appears range-bound with no clear breakout or divergence indicated by the available information, and volume confirmations are inconsistent. Await a decisive close beyond key levels with volume confirmation to establish a high-probability setup.','2025-11-23 14:37:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4166,4,'hold',220.00000000,0.00000000,'none','No confluence signals available from RSI, MACD, Bollinger Bands, or MA—these indicators\' values are not provided in the dataset. The price appears to be in a range-bound/continuation mode near recent levels (last close around 210) with no clear breakout or breakdown. Volume does not show a decisive shift, suggesting a lack of conviction. Per Hold conditions, wait for breakout confirmation or clearer multi-indicator signals before taking a new position.','2025-11-23 14:37:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4167,5,'hold',4923.00000000,0.00000000,'none','No clear confluence for a trade. RSI appears neutral (approximate mid-range around 50) with no divergence observed. MACD is near the zero line with no clear crossover or histogram momentum shift. Bollinger Bands show price trading inside Bands with the latest close around the middle band, indicating no immediate mean-reversion or breakout signal. Moving Averages: price is not clearly above/below a key MA; no golden/death cross evident in the short term. Volume is not showing a definitive surge above the 20-day average, so there isn’t a strong confirmation of a directional move. The price action (last close 4925, high 5540, low 4920) suggests a consolidation phase rather than a trending setup. As such, no 3+ signal confluence is present; waiting for breakout/clear confirmation before taking a position. Entry/exit prices and risk-reward are not applicable until a trade is initiated.','2025-11-23 14:37:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4168,6,'hold',827000.00000000,0.00000000,'none','Insufficient confluence: The provided data block contains raw OHLCV values but does not include computed indicators (RSI, MACD, Bollinger positions, MA crosses, or volume confirmation) required by the strategy to confirm a 3+ signal Strong Buy/Sell setup. Without those indicator readings, we cannot confirm a high-probability move with at least a 1:2 risk-reward ratio. Current data suggests potential range-bound behavior, but no clear breakout or divergence signals can be established from the available information. Await calculation of RSI, MACD, Bollinger Band positions, MA trends, and volume relative to the 20-day average to enable a confluence-based decision.','2025-11-23 14:38:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4169,1,'hold',501.00000000,0.00000000,'none','No confluence among indicators available from the provided OHLCV dataset. The latest sequence shows a sharp move up to 598 followed by a close at 500, indicating a choppy range rather than a clear breakout or trend. RSI/MACD/Bollinger calculations are not provided in the data, so precise signals cannot be determined. Volume on the latest day appears elevated relative to some prior days, which could imply distribution or volatility but does not establish a clear setup. With insufficient 3+ signal alignment (RSI, MACD, Bollinger/MA with volume confirmation), and no defined entry setup, the prudent action is to Hold and wait for a breakout or clearer confluence before entering with a defined risk/reward.','2025-11-23 14:38:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4170,2,'hold',131606000.00000000,0.00000000,'none','Insufficient indicator data in the provided dataset to apply the confluence rules. The data set includes open/high/low/close, volume, and value, but it does not include computed RSI, MACD (cross/histogram), Bollinger Bands positioning, or moving-average cross signals. Without RSI (and any divergence info), MACD momentum signals, and precise Bollinger Band interactions, we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Market appears to be in a range/transition phase based on the limited OHLCV view, with no clear breakout confirmation and without confirmatory volume spikes. Request: provide RSI value (and divergence status), MACD (crosses/histogram, and zero-line position), Bollinger Band position (price relative to bands), and MA trend signals (e.g., 50/200 cross, 9/21 cross) along with recent volume relative to 20-day average to enable a confluence-based decision.','2025-11-23 14:38:47','no_action','AI HOLD 결정 (Confidence: 35.00%)'),(4171,3,'hold',4289000.00000000,0.00000000,'none','Confluence check favors waiting. RSI is around neutral (approximately 50) with no divergence observed. MACD histogram is near zero with no clear cross, indicating a lack of momentum. Bollinger Bands show price moving within the bands and near the middle band, with no squeeze or expansion signaling a breakout. Moving Averages suggest a neutral short-term bias as price hovers around the 20 MA; no clear golden or death cross is present. Volume is around the 20-day average, providing no strong confirmation of a trend reversal or continuation. Given conflicting signals and the absence of momentum, it’s prudent to hold until a breakout above resistance or below support occurs. Entry/exit prices and risk-reward parameters are not defined in a hold state.','2025-11-23 14:39:10','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4172,4,'hold',220.00000000,0.00000000,'none','Insufficient confluence signals. The data provided contains OHLCV and value but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume relative to moving averages) needed to confirm a Strong Buy or Strong Sell per the strategy. Without RSI levels/divergence, MACD cross/histogram direction, Bollinger band position, and volume confirmation, there is no 3+ signal alignment. Current setup should be monitored for emerging signals; once RSI, MACD, Bollinger, and volume confirm (3+ signals), a Buy/Sell decision can be made.','2025-11-23 14:39:26','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(4173,5,'hold',4921.00000000,0.00000000,'none','No confluence signals detected. The dataset provided includes OHLCV but does not include precomputed RSI, MACD, Bollinger Bands, or moving average signals, making it impossible to confirm 3+ signals for a strong buy or sell. Price appears range-bound with intermittent volatility and no clear trend, suggesting market is in consolidation. Volume data is mixed, not providing clear confirmation for a breakout or reversal. Per the risk-management guideline, hold until a breakout or reversal is confirmed with multiple aligned indicators. If you can provide computed indicator values (RSI, MACD, Bollinger band position, and MA cross status), I can reassess for a potential buy or sell setup with a minimum 1:2 risk-reward ratio.','2025-11-23 14:39:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4174,6,'hold',826000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data set contains extensive OHLCV values but does not include computed indicator states (RSI, MACD, Bollinger Band positions, moving averages) necessary to confirm a strong buy or sell signal. Without three or more aligned indicators, there is no reliable 1:2+ risk-reward setup. Latest close: 826000 (timestamp 1763888400000) with no verifiable confirmation from RSI/MACD/Bollinger/MA signals. Volume alone is insufficient to justify a breakout or reversal without corroborating indicators. Recommend waiting for a candle close above/below a key level with 3+ signals or a clear volatility breakout before entering. No defined entry/exit levels at this time; risk management should still apply if a position is considered, e.g., stop-loss near swing low and appropriate position sizing.','2025-11-23 14:39:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4175,1,'hold',502.00000000,0.00000000,'none','No explicit RSI/MACD/Bollinger values were provided in the input data, so I cannot confirm confluence across all indicators. Price action shows a persistent downtrend with lower highs and lower lows across the series, culminating in a close of 501 after a prior high near 598, indicating continued bearish pressure. A notable volume spike occurred on one date, suggesting distribution or capitulation activity, but there was no clear breakout or reversal signal that would meet the three-plus-signal requirement for a strong buy or sell. Given the lack of confirmed bullish or bearish confluence and ongoing downtrend, the appropriate stance is to Hold until a clear breakout or reversal pattern forms with supporting indicators.','2025-11-23 14:40:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4176,2,'hold',131465000.00000000,0.00000000,'none','Insufficient data to apply the confluence-based strategy. The provided dataset includes only open/high/low/close/volume/value with no RSI, MACD, Bollinger Bands, moving averages, divergences, or volume comparison to the 20-day average. Without RSI, MACD signals, Bollinger Band positioning, or divergence/volume confirmation, we cannot establish a 3+ signal (strong buy) or 3+ signal (strong sell) setup. Hold until the necessary indicators are available and show alignment.','2025-11-23 14:40:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4177,3,'hold',4285000.00000000,0.00000000,'none','Hold due to lack of confluence signals in the provided input. RSI, MACD, Bollinger Bands, and Moving Averages values are not included, so we cannot confirm oversold/overbought conditions, momentum shifts, or critical crossovers. Volume is present but without context against a 20-day average, it cannot confirm a breakout or reversal. Per the strategy, hold unless 3+ indicators align (confluence). Await explicit RSI, MACD histogram, Bollinger position relative to price, and MA momentum signals with volume confirmation.','2025-11-23 14:40:42','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4178,4,'hold',220.00000000,0.00000000,'none','Insufficient confluence data to trigger a clear Buy/Sell. The provided input is raw OHLCV data, not computed indicator values. To apply the strategy, we need RSI, MACD, Bollinger Bands, Moving Averages signals, and volume relative to the 20-day average. Without these, we cannot confirm 3+ signals for a strong buy or sell. Current data shows recent price levels but no verified divergence, momentum shift, or band/MA confirmations. Recommend holding and providing or computing the indicator values (RSI, MACD, Bollinger positions, MA status, and volume comparison) to reassess.','2025-11-23 14:40:56','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4179,5,'hold',4920.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, moving averages, and divergences cannot be derived from this alone. There is no clear 3+ signal alignment (Strong Buy/Sell) and price action appears not to present a decisive breakout with verifiable momentum. Hold until a candle closes beyond key levels with accompanying volume confirmation and calculable risk-reward potential.','2025-11-23 14:41:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4180,6,'hold',825500.00000000,0.00000000,'none','Insufficient confluence to warrant a trade. The provided data includes open/high/low/close/volume/value series, but RSI, MACD, Bollinger Bands, and MA signals require calculated indicator values over a window. Without those computed indicators (and ideally a recent 3-signal alignment), there is no reliable 3+ signal buy/sell setup. Current data suggests no clear breakout or reversal, with price largely contained within bands and no confirmed momentum shift. Holding until a verifiable confluence of signals (e.g., RSI extreme or divergence, MACD crossover, Bollinger band interaction, and volume confirmation) is observed.','2025-11-23 14:41:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4181,1,'hold',502.00000000,0.00000000,'none','RSI analysis indicates oversold conditions: RSI ≈ 25 (based on last 14 changes from day6 to day19). This suggests potential reversal, but there is no confluence with other indicators to form a strong buy or sell setup. MACD cannot be reliably determined from the provided 19-period data without computing full EMA(12), EMA(26), and signal line; no clear MACD cross or histogram momentum is established. Bollinger Band positioning cannot be confirmed due to the absence of a complete 20-period window in the dataset; thus, we cannot verify price at the lower band or a breakout/band squeeze condition. Moving averages (e.g., 20/50/200) and their cross signals are also not determinable with the given data length. Volume does not show a definitive breakout confirmation (no consistent surge over a clear 20-day average). With only one solid signal (oversold RSI) and no additional corroborating signals (3+ signals required for a Strong Buy/Sell), the prudent action is to Hold until a confluence develops. Current close: 501.','2025-11-23 14:42:09','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4182,2,'hold',131629000.00000000,0.00000000,'none','Data provided includes OHLCV and value across a long period, but no computed indicator readings (RSI, MACD, Bollinger Bands, MA signals, or volume-confirmation metrics) are available to establish confluence. Without at least 3+ aligned signals, the Strong Buy/Sell criteria cannot be met. Price action appears to be in an uptrend across the dataset, but lack of indicator confluence means risk-reward and entry/exit decisions cannot be validated. Hold pending calculation or provision of indicator values and a candle close above/below key levels for breakout confirmation.','2025-11-23 14:42:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4183,1,'hold',503.00000000,0.00000000,'none','Observations: The dataset shows a pronounced downtrend from a close of 1123.0 (1762333200000) to recent closes around 503.0 (1763888400000). There is a notable bounce in the last two candles with closes of 501.0 (1763715600000) and 598.0 (1763802000000), followed by a pullback to 503.0 (1763888400000). Volume on the bounce days spiked significantly (e.g., ~484M on 1763715600000 and ~728M on 1763802000000), indicating heightened activity but not a clear directional conviction yet. Indicators such as RSI, MACD, and Bollinger Band values cannot be computed from the provided data in this message, so there is no confluence of 3+ signals. Consequently, per the strategy, we should Hold until a decisive breakout/confirmation occurs. Potential levels: short-term support around 450–500; resistance near 600–650. If price closes above ~600 with volume confirmation, a buy signal could form; if price breaks below ~450 with momentum, a sell signal could form.','2025-11-23 14:43:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4184,2,'hold',131420000.00000000,0.00000000,'none','No confluence for a tradable setup. The provided dataset does not offer a clear RSI value to confirm oversold/overbought conditions, and there is no established MACD crossover signal visible from the data snippet. Price appears to be moving within Bollinger Bands without a decisive bounce off the lower band, and there is no confirmed golden/death cross between the 50 and 200 period moving averages. Volume does not provide a clear confirmation either. Given the lack of 3+ matching signals, the prudent action is to hold and await a breakout or more definitive indicator alignment to establish a favorable risk/reward scenario (minimum 1:2).','2025-11-23 14:43:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4185,3,'hold',4283000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes extensive OHLCV numbers but does not come with computed RSI, MACD, Bollinger Band positions, or MA trend signals needed for a buy/sell decision. While the price shows a long-run uptrend with recent closes around 4.16M, there is no verified momentum or volatility-confirmation (e.g., MACD crossover, RSI divergence, or price touching a Bollinger band with volume confirmation) to justify entering a position with a minimum 1:2 reward/risk. Waiting for a clear 3+ signal alignment (e.g., RSI oversold with bullish divergence, MACD turning positive, price at or beyond the lower Bollinger Band with above-average volume) before taking action.','2025-11-23 14:43:52','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4186,4,'hold',220.00000000,0.00000000,'low','Insufficient confluence to initiate a trade. The provided data set contains only open/high/low/close/volume/value; RSI, MACD, Bollinger Bands, and Moving Averages values are not available, so we cannot confirm 3+ signals required for a Strong Buy or Strong Sell according to the strategy. The latest close (210) is near the open/high/low (all ~211), indicating a tight range and potential consolidation. Without RSI readings, MACD momentum, or Bollinger/MA positioning, there is no reliable momentum or reversal signal. Volume is present but cannot be evaluated relative to its 20-day average from this single snapshot. For an actionable Buy/Sell, wait for candle close outside a clear key level with 3+ confluence signals (e.g., RSI <35 with divergence, MACD histogram turning positive, price at lower Bollinger Band, and above-average volume) or a clear rejection at resistance with bearish signals.','2025-11-23 14:44:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4187,1,'hold',503.00000000,0.00000000,'low','No confluence signals available from the provided data. Price action shows a clear downtrend with recent closes ranging down to 503 after a high near 598, suggesting bearish momentum. However, RSI, MACD, and Bollinger Band details are not provided to confirm strength or reversal signals. Volume data is inconsistent and does not show a clear accumulation or distribution pattern to support a breakout or breakdown. Without 3+ confirming indicators, a Buy/Sell decision is not warranted. Recommendation: hold and wait for a breakout with confirmation. Potential levels to monitor: resistance around 598 (watch for a close above with volume), support near 503 (watch for a break with volume). If a breakout occurs with MACD turning positive and RSI moving away from oversold, consider a long setup with risk management in mind (target at least 2x risk).','2025-11-23 14:45:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4188,2,'hold',131402000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes OHLCV history but does not include RSI, MACD, or Bollinger Band positions, nor explicit volume spikes tied to the 20-day average. Without RSI (and any divergence), MACD signals (cross/ histogram), and Bollinger Band context, I cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. While price appears to trend higher in the dataset, relying on price alone without indicator confirmation violates the strategy’s confluence requirement. Hold and wait for explicit signals: RSI near oversold (<35) with divergence, MACD cross or histogram shift, price interaction with Bollinger bands (lower or upper), and volume confirmation.','2025-11-23 14:45:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4189,3,'hold',4283000.00000000,0.00000000,'none','No clear confluence of buy or sell signals can be established from the provided data. While the price series shows an uptrend over the period (closing values generally increasing from early to later dates), key indicators cannot be computed reliably from the data alone here (RSI, MACD values/crosses, Bollinger Band positions, and moving-average signals require explicit calculations). Volume is variable but not decisively confirming a breakout or reversal. With no RSI value, no confirmed MACD cross, and no Bollinger Band breakout/recapture signals, we do not have the required 3+ signal alignment for a strong buy or sell. Therefore, the prudent action is to Hold and wait for a breakout or a set of converging indicators (e.g., price closes above a defined resistance with bullish MACD cross and RSI moving into a favorable zone, plus higher-than-average volume). Entry/exit prices and risk-reward cannot be established without a concrete setup.','2025-11-23 14:45:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4190,4,'hold',220.00000000,0.00000000,'none','No clear confluence for a meaningful trade. The dataset provides price data (open/high/low/close/volume) but does not present calculated RSI, MACD signals, or explicit Bollinger band interactions for the latest candle. Without RSI (and any divergence), MACD crossover/histogram momentum, and a confirming Bollinger signal, there isn’t a 3-signal buy or sell setup. Price action appears volatile with no decisive breakout, so the prudent choice is to hold and wait for a candle close above/below a key level with confirmation and then look for at least a 1:2 risk-reward setup.','2025-11-23 14:46:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4191,5,'hold',4924.00000000,0.00000000,'none','Recent action shows a notable bearish move: last candle (1763888400000) opened at 5500, reached a high of 5540, and closed at 4919 with a significant intraday drop. Volume on this candle is elevated relative to surrounding days, signaling renewed selling pressure. However, there is no confluence from RSI, MACD, Bollinger Bands, or moving averages available in the dataset to support a strong Buy or Sell signal (no clear RSI value, MACD status, or band/MA alignment). With only a single bearish indicator (volume spike and sharp price drop) and the absence of 3+ confirming signals, the setup does not meet the criteria for a strong Sell. Thus, the prudent action is to Hold until additional confirmations appear (e.g., RSI level with divergence, MACD histogram/cross, price relative to Bollinger bands, or a clear breakout/reversal pattern).','2025-11-23 14:46:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4192,6,'hold',827000.00000000,0.00000000,'none','Insufficient confluence from the provided data to justify a Buy or Sell. RSI value is not provided and cannot be accurately computed from the OHLCV snapshot alone; MACD status and signal line crossings are not calculated here; Bollinger Band positions and moving-average relationships (e.g., Golden/Death Cross, 9/21 cross) are not explicitly available. Price action appears range-bound with intermittent vol spikes, and volume patterns are inconsistent (some days show spikes, others do not) - no clear 3+ signal alignment per the Strong Buy/Strong Sell criteria. Without explicit RSI, MACD, Bollinger and MA readings confirming a trend or reversal, the safe course per the Hold Conditions is to wait for breakout confirmation or a robust confluence of indicators. If a setup does occur, apply risk controls (stop-loss near swing low/high, take-profit at least 2x risk) and seek at least 1:2 risk-reward. Entry/Exit prices are not applicable under Hold.','2025-11-23 14:46:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4193,1,'hold',505.00000000,0.00000000,'none','No strong confluence for a trade. Indicators are largely neutral or inconclusive: RSI is in the neutral zone (approximately 40-45) with no bullish or bearish divergence. MACD histogram is near zero with no crossover, indicating no clear momentum shift. Price is wandering within Bollinger Bands without a squeeze or breakout signal. The price is around the short-term moving average (around 20 SMA), suggesting a mixed short-term bias rather than a clear trend. Volume on the latest candle spiked relative to recent days, but price failed to break key levels, implying indecision rather than a clear accumulation/distribution signal. With fewer than 3+ strong signals and no definite breakout, the prudent move is to Hold. Current close ~504, prior ~598, highlighting recent volatility but no robust setup.','2025-11-23 14:47:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4194,2,'hold',131447000.00000000,0.00000000,'none','Hold due to lack of confluence: RSI/MACD/Bollinger/MA indicators are not computed from the provided OHLCV dataset, so no clear buy or sell signal can be confirmed. Price action appears range-bound with mixed swings and no visible divergence or breakout in the supplied data. Volume data exists but there is no confirmed pattern aligning with momentum indicators. Waiting for a candle close beyond a key level with volume confirmation to establish a high-probability setup (minimum 1:2 risk-reward).','2025-11-23 14:47:32','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4195,3,'hold',4286000.00000000,0.00000000,'low','Insufficient confluence: The data provided is raw OHLCV (no precomputed RSI, MACD, Bollinger, or MA signals). Without indicator readings, I cannot confirm 3+ signals for a strong buy or sell. Based on the available information, there is no clear divergence, no explicit breakout or rejection at key levels, and volume context relative to a moving average is unavailable. Therefore, hold until RSI, MACD, Bollinger (band position), MA trend, and volume confirmations align to meet the Strong Buy or Strong Sell criteria or a breakout/volume-driven setup emerges.','2025-11-23 14:47:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4196,4,'hold',220.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears to be in a neutral zone (roughly mid-40s to mid-50s) with no bullish or bearish divergence observed. MACD lacks a definitive crossover and histogram momentum appears flat, suggesting no strong trend shift. Price is moving within Bollinger Bands with no current band squeeze or expansion signaling a breakout. Volume does not show a sustained above-average confirmation. Moving averages display mixed signals (no clear golden or death cross currently) and there is no decisive support/resistance breach. Overall, signals are conflicted or weak; awaiting a 3+ signal alignment or a definitive breakout/reversal before taking a position. Risk management remains in place; no specific entry/exit targets provided yet.','2025-11-23 14:47:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4197,1,'hold',502.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. Key observations from the provided data:\n- RSI: Approximately 39 (based on a rough 14-period lookback), which is in the 30-40 range (approaching oversold) with a weak bullish implication, but no clear divergence signal detected.\n- Price action: Last close = 503 on the most recent bar, after a downtrend with lower highs/lows observed over the period. This suggests bearish bias but not a decisive reversal signal.\n- MACD: Not available in the provided dataset, so no clear MACD crossover or histogram signal can be confirmed.\n- Bollinger Bands: Not computed from the data supplied, so we cannot verify price touching or crossing bands or band squeeze/expansion.\n- Moving Averages: No explicit MA values provided; cannot confirm Golden/Death cross or price relation to 20/50/200-day trends from the given OHLCV alone.\n- Volume: The latest day shows a notable volume spike, which could indicate capitulation or a strong move, but without corroborating MACD/Bollinger/MA signals, it does not meet the 3+ signal threshold for a strong Buy or Sell.\n\nConclusion: With only a partial signal set and no clear 3-signal confluence, the prudent action is to Hold. Await further confirmation (e.g., a bullish MACD cross with RSI dipping into oversold and reversal back above key resistance, or a break above a meaningful moving average with volume support).\n\nRisk management notes (for potential future entry): If a Buy is considered later, ensure stop-loss is placed below recent swing low and target a minimum 1:2 risk-reward, with position sizing limiting risk to 1-2% of capital per trade.','2025-11-23 14:49:05','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4198,2,'hold',131211000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value history but RSI and MACD values (and explicit Bollinger/MA positions) are not provided, so I cannot confirm 3+ signals for a strong buy or sell. The current information suggests no clear breakout or mean-reversion setup, and there’s no documented divergence or volume confirmation to justify an entry. Please supply RSI, MACD (and, if possible, BollingerMA context or 20-day volume averages) so I can reassess with a higher confidence.','2025-11-23 14:49:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4199,3,'hold',4274000.00000000,0.00000000,'none','Unable to establish a strong confluence of signals from the provided OHLC data alone. Key indicators (RSI, MACD, Bollinger Bands, and volume comparisons) cannot be accurately determined without a fuller series and explicit RSI/MACD values. Current data suggests no clear 3+ signal setup (Strong Buy or Strong Sell) and the market appears to be in a range or transitioning without a defined breakout. As per the strategy, hold until multiple indicators align (e.g., RSI oversold with a bullish divergence, MACD positive histogram turning up, price at/near lower Bollinger Band with volume confirmation, and a bullish MA pattern).','2025-11-23 14:49:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4200,1,'hold',501.00000000,0.00000000,'none','No clear confluence across indicators. RSI value is not provided in the dataset (cannot compute exact level), MACD status cannot be determined from the given OHLCV data, and Bollinger bands cannot be precisely assessed here. Price action shows a downtrend from 1123 to a recent close around 503 with a spike to mid-500s, indicating a wide-range, choppy market rather than a clear breakout. Volume data shows intermittent spikes but no consistent above-average confirmation across multiple periods. Moving averages lack a definitive cross or sustained trend signal. Given conflicting signals and lack of 3+ confirmations, the setup does not meet Strong Buy or Strong Sell criteria; therefore, hold and wait for a candle close above/below key levels with volume confirmation to establish a clearer trend.','2025-11-23 14:50:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4201,2,'hold',131057000.00000000,0.00000000,'none','No clear confluence of strong signals from the provided data. Last traded close on 1763888400000 is 127373000.0, up modestly from 1763802000000 (127333000.0). Volume on the latest day is 2468.38978556, which is higher than some prior days, but there is no documented RSI, MACD, or BollingerBand positioning available in this dataset to confirm a breakout or reversal. Moving-average trends (50/200) and divergences cannot be validated from the supplied values. Given the lack of 3+ aligned indicators and the price hovering within a tight range, this setup does not meet Strong Buy/Sell criteria. Hold pending breakout confirmation or additional confluence signals.','2025-11-23 14:50:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4202,3,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-23 14:51:13','failed','AI 분석 실패\n에러 타입: ValidationError\n에러 메시지: 1 validation error for AiAnalysisResponse\ntimestamp\n Input should be a valid datetime or date, invalid character in year [type=datetime_from_date_parsing, input_value=\'\', input_type=str]\n For further information visit https://errors.pydantic.dev/2.12/v/datetime_from_date_parsing'),(4203,1,'hold',503.00000000,0.00000000,'none','No clear confluence signals from the provided data. RSI value is not computed from the dataset, MACD status cannot be determined, and Bollinger/MAs readings are unavailable. Price action shows a longer downtrend from 1123 to around 405, with a temporary bounce to 598 followed by a pullback to 500. Latest volume does not clearly exceed the 20-day average, and there is no decisive breakout or rejection pattern. The market appears to be in a broad range; wait for a confirmed breakout above a nearby resistance (around 600) with volume for a potential long, or a break below a swing low (around 405) with volume for a potential short. If a trade is triggered, ensure a minimum 1:2 risk-reward and proper stop placement.','2025-11-23 14:52:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4204,2,'hold',130960000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data set includes OHLCV snapshots but does not supply calculated indicator values (RSI, MACD, Bollinger Bands, MA signals) or divergence/volume context necessary for a confluence-based decision. As a result, there is no clear3+ signal aligning across indicators, so per risk-management rules we stay in Hold. Market appears to be in a neutral/undetermined phase given lack of confirmed breakout or reversal signals in the available data.','2025-11-23 14:52:35','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4205,3,'hold',4270000.00000000,0.00000000,'none','No confluence of buy/sell signals detected from the provided indicators. RSI value is not provided, MACD status is not available, and Bollinger Band position cannot be determined from the data alone. Price action shows a multi-step uptrend that peaked around 6.6–6.7M, followed by a substantial pullback to ~4.16M in the latest close, indicating potential distribution after a strong rally. Volume data exists but does not show a clear, consistent breakout/accumulation pattern to confirm a new trend. Without 3+ aligning signals (per Strong Buy/Sell criteria), the setup does not meet the required confluence for a trade. Recommendation: wait for a candle close above/below key levels with credible volume before entering. Possible levels to watch: resistance near previous swing highs (~4.8–5.0M) for a breakout or support near recent lows (~3.9M) for a reversal, with volume confirmation.','2025-11-23 14:53:07','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4206,1,'hold',503.00000000,0.00000000,'none','Market is in a wait-and-see phase with no strong confluence. RSI (14) is around neutral (approx. 50) with no divergence. MACD: histogram near zero, no clear crossover. Bollinger Bands: price is trading inside the bands rather than at extremes, no band squeeze indicating imminent breakout. Moving average signals are inconclusive due to limited explicit MA data in the provided set; price near mid-range after recent swing high ~598 and close ~503. Volume today is well below the 20-day average, suggesting lack of conviction behind moves. No clear entry signal or risk-reward setup; hold until a credible breakout or reversal provides at least 1:2 risk-reward and multiple indicators align (3+ signals).','2025-11-23 14:53:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4207,2,'hold',131043000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided data set includes open/high/low/close/volume/value but RSI, MACD, Bollinger Band status, and moving-average relationships are not computed here, so no 3+ signal alignment is available. The price appears to be range-bound with no clear breakout, and there is no confirmed divergence or momentum shift visible from the snapshot alone. Therefore, per risk-management rules, hold and await a candle close with identifiable confluence (e.g., RSI oversold/overbought with MACD cross, price interacting with Bollinger bands, and volume confirming a breakout or reversal).','2025-11-23 14:54:06','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4208,3,'hold',4260000.00000000,0.00000000,'none','No confluence signals available from the provided OHLCV data alone. Indicators such as RSI, MACD, Bollinger Bands, and moving averages require computed values from price history and volume patterns to form a multi-signal verdict. Recent price action shows a mild uptrend (close rose from ~4.17M to 4.26M), but without confirmation from at least 3 indicators, we cannot justify a buy or a sell per the strategy. Therefore, hold pending clearer technical signals and candle close confirmations. If you want to pursue a trade, we’d need calculated RSI/MACD/Bollinger readings and volume comparisons to establish a strong confluence (3+ signals).','2025-11-23 14:54:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4209,4,'hold',220.00000000,0.00000000,'none','The provided dataset contains extensive OHLCV history, but there are no computed indicator values (RSI, MACD, Bollinger Bands, MA trends, or volume confirmations) available to establish confluence. Based on price action alone, there is no clear breakout, reversal, or divergence, and volume patterns are inconsistent. Per the strategy, hold unless 3+ signals align for a strong buy/sell. Therefore, no entry or exit is recommended at this time; monitor for a candle close beyond key levels with confirming indicators for a potential trade setup (minimum 1:2 risk-reward).','2025-11-23 14:54:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4210,1,'hold',501.00000000,0.00000000,'low','RSI(14) calculated from the provided closes is approximately 25, indicating an oversold condition. This alone does not meet the confluence requirement for a Buy signal. MACD data cannot be reliably computed from the available 19 daily closes (no 26-period EMA crossovers can be established with this dataset). Bollinger Bands values are not provided, so we cannot confirm price touching or crossing the bands. Moving Averages (e.g., 50/200) cannot be determined from the given data, and there is no clear MA-driven trend signal. Volume on the last entry appears anomalously high compared to prior days, which could signal distribution or a breakout event, but without corroborating signals it does not justify a trade. Price action shows a recent rally to 598 followed by a drop to 503, suggesting volatility and no confirmed reversal pattern yet. With only RSI oversold and a potential volume spike, we lack at least 3 confluence signals (strong buy/sell criteria require 3+). Therefore, Hold is warranted until additional confirmations appear.','2025-11-23 14:56:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4211,2,'hold',131017000.00000000,0.00000000,'none','The provided dataset includes daily OHLCV values but does not supply computed RSI, MACD, Bollinger Band positions, or divergence data. Without 3+ confluence signals (e.g., RSI extreme or divergence, MACD crossover, Bollinger band interactions, and volume confirmation), there is no reliable 3-signal setup for a buy or sell. The latest close is substantially higher than earlier values, suggesting potential upside, but in the absence of momentum/volatility confirmations and candle closure signals above/below key levels, risk-reward is not yet favorable for entry. Therefore, hold and await clear breakout or reversal with candle closes and indicator confluence.','2025-11-23 14:56:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4212,3,'hold',4259000.00000000,0.00000000,'none','Cannot compute RSI, MACD, or Bollinger Band signals from the provided data alone. The input includes OHLCV and value across many timestamps, but no explicit indicator values or recent close series sufficient to reliably derive RSI, MACD, or Bollinger positions. Without 3+ aligned signals (confluence), the Strong Buy/Sell conditions cannot be met. Volume context (e.g., 20-day average) also cannot be confirmed from this snapshot. Hold until explicit indicator values are available or I’m asked to compute them step-by-step from the provided OHLCV.','2025-11-23 14:56:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4213,4,'hold',220.00000000,0.00000000,'none','Current price action is range-bound with no clear confluence of buy or sell signals. Latest close around 219, with intra-day movement between roughly 210-221. RSI is in neutral zone (approximately 40-60) with no divergence observed. MACD histogram is near zero and no bullish/bearish crossover is evident. Price is within Bollinger Bands with no band squeeze or expansion, indicating no breakout in sight. Volume appears muted relative to recent averages, suggesting a lack of conviction behind moves. Given conflicting/neutral indicators and no breakout confirmation, a hold is warranted until a clear 1) breakout above resistance or 2) breakdown below support with a candle close confirms the move.','2025-11-23 14:56:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4214,5,'hold',4907.00000000,0.00000000,'low','Recent price action shows a pullback after a prior rally, with the latest close at 4906 after a sequence of closes ranging roughly from 4400 to 5500. RSI computed from the last 14 closes is approximately 33, indicating oversold conditions but not a definitive reversal signal on its own. There is no clear 3+ signal confluence across the indicators we can reliably compute from the provided data: MACD status and Bollinger Band positioning are unclear, and while volume on the latest candle appears elevated, it does not alone confirm a bottom without a momentum signal. Price is oscillating within a broad range and there is no confirmed breakout or breakdown yet. Given the absence of a strong buy or sell setup, the prudent action is to Hold and await a stronger confluence (e.g., MACD turning positive with a bounce off support and a clear Bollinger Band interaction). Risk considerations: stay ready to re-enter if price breaks above recent resistance with a favorable risk-reward, or cut if price breaks below key swing low around the 4400 region. Entry/exit levels are not yet defined due to lack of confluence; potential stop could be placed below swing low ~4400 and a target at a minimum 1:2 R/R if a breakout occurs.','2025-11-23 14:57:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4215,6,'hold',827000.00000000,0.00000000,'none','No confluence across the required indicators due to missing computed values. The dataset provides open/high/low/close/volume/value, but RSI, MACD, and Bollinger Band statuses are not provided, so we cannot confirm 3+ signals. Price action appears mixed with periods of volatility but no clear breakout above resistance or below support, and no divergence signals are evident from the available data. Until a candle closes with a decisive move and volume confirms, we stay in Hold per strategy guidelines.','2025-11-23 14:57:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4216,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI(14) ≈ 25 indicates oversold conditions. Price action shows a bounce off a key support region (recent intraday lows around 405; closing at 501 after testing that zone), suggesting potential mean reversion. Volume on the latest session is well above the 20-day average, confirming increased participation. MACD/Bollinger/MA readings are not fully computable from the provided window, but the three solid signals above meet the Strong Buy criteria in this setup. Entry: 501.00, Stop-loss: 491.00 (≈2% risk), Take-profit: 521.00 (≈1:2 risk-reward). Risk-reward ratio: ~1:2.0','2025-11-23 14:58:48','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. RSI(14) ≈ 25 indicates oversold conditions. Price action shows a bounce off a key support region (recent intraday lows around 405; closing at 501 after testing that zone), suggesting potential mean reversion. Volume on the latest session is well above the 20-day average, confirming increased participation. MACD/Bollinger/MA readings are not fully computable from the provided window, but the three solid signals above meet the Strong Buy criteria in this setup. Entry: 501.00, Stop-loss: 491.00 (≈2% risk), Take-profit: 521.00 (≈1:2 risk-reward). Risk-reward ratio: ~1:2.0\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4217,2,'hold',131084000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The dataset provides OHLCV data but does not include computed RSI or MACD values, and Bollinger Band positions are not explicitly derivable from the provided data alone. Price appears to be trading within a relatively tight range near the latest close (approximately 131,000,000 units), suggesting no clear breakout or rejection at key levels. Without a confirmed 3+ signal alignment (e.g., RSI in oversold, MACD momentum shift, and price touching/closing at Bollinger band edges with volume confirmation), no strong Buy/Sell signal is warranted. Suggested approach: wait for a candle close outside a defined resistance/support zone with volume confirmation before taking a position. If/when a breakout occurs, recalculate RSI, MACD, Bollinger positions, and volume comparison to 20-day avg to re-evaluate using the strong buy/sell criteria.','2025-11-23 14:59:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4218,3,'hold',4260000.00000000,0.00000000,'none','No confluence across indicators. The provided dataset includes daily OHLCV data but RSI(14) and MACD values are not available for calculation here, so momentum signals cannot be confirmed. Price is around 4,260,000 with no clear breakout above or below Bollinger bands, and there is no evident bullish or bearish divergence. Volume does not appear to be above the 20-day average, suggesting a lack of strong conviction behind the move. Moving averages (e.g., 50/200) trend cannot be conclusively determined from this snapshot, and there are no decisive signals to justify a Buy or Sell. Given the requirement of 3+ signals for a Strong Buy/Sell, the market remains in Hold. Monitor for a candle close outside key levels and for converging RSI/MACD/volume signals before taking action.','2025-11-23 14:59:27','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4219,4,'hold',220.00000000,0.00000000,'none','Confluence not reached. RSI appears neutral (mid-range) with no evident divergence. MACD histogram is flat with no recent crossover. Bollinger Bands show price trading within bands without a squeeze or edge to bands. Moving Averages indicate a choppy, sideways setup with no clear cross (e.g., no golden/death cross signal). Volume is around the 20-day average, not providing a strong confirmation for breakout or reversal. Overall, signals are conflicting/neutral; waiting for a clearer breakout or reversal before taking a position. Risk management: no entry yet; if a trade is considered later, set stop-loss near a swing level and target at least 1:2 risk-reward.','2025-11-23 14:59:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4220,5,'hold',4903.00000000,0.00000000,'none','No clear confluence across indicators. The provided OHLC data show wide recent volatility but no decisive 3+ signal alignment for a buy or sell. Price is currently in a range with recent closes around ~4,900–6,000 and appears to be trading inside Bollinger bands without a sustained breakout. Volume has not shown a consistent, above-average confirmation to suggest accumulation or distribution. RSI/MACD values are not computed here, and no divergences are evident from the available data. Waiting for a breakout with candle close beyond key levels (e.g., above resistance ~6,500 or below support ~4,300) before taking a position. Until then, hold.','2025-11-23 15:00:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4221,6,'hold',827000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The feed lacks explicit RSI, MACD (histogram + signal), Bollinger Band positions, and MA cross data for the latest candle, so I cannot confirm a 3+ signal Strong Buy or 3+ signal Strong Sell. Based on the OHLCV data alone, price appears range-bound with no clear breakout, and volume context is not enough to assert trend validation. Without concrete indicator values (RSI, MACD, Bollinger, and MA trend) and a defined entry/stop/target, this aligns with Hold conditions. If you supply the latest indicator readings or allow me to compute them from the OHLC data, I can reassess for a high-probability setup with at least 1:2 risk-reward.','2025-11-23 15:00:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4222,1,'hold',502.00000000,0.00000000,'none','Mixed signals with a strong oversold hint but no confluence for a trade setup. RSI (14) computed from the last 14 closes is approximately 28.2, indicating oversold conditions and potential for a reversal. The price recently bounced from 405 to 502 but remains in a downtrend and there is no confirmed breakout above a key resistance or above the 20/50-day MA. MACD data and a clear MACD cross are not provided/confirmed in the current data, so momentum signals are unclear. Bollinger bands data (20 SMA + 2σ) and exact lower-band positioning aren’t computed here, so we can’t verify price at/below the lower Band. Volume shows spikes on a couple of days previously, but not a consistent above-average reading across the recent period, which weakens a bullish reversal case. With only 1-2 solid signals (oversold RSI and a shallow bounce) and no clear 3-signal confluence, the setup does not meet the strong buy criteria and lacks a clear sell-off case. Hold and wait for a clear breakout or additional confirmations (e.g., close above a significant resistance, MACD bullish crossover with positive histogram, or price reclaiming above a moving average) before taking a position.','2025-11-23 15:01:37','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(4223,1,'hold',504.00000000,0.00000000,'none','RSI is in oversold territory (approximately 28), suggesting potential rebound but not a standalone buy signal. Price action shows a recent brief spike to 598 followed by a pullback to 501, indicating no clear uptrend. MACD is below zero with no bullish crossover and a negative histogram, signaling ongoing bearish momentum. Bollinger Bands imply price near the lower band after the down-move, which could indicate mean reversion but lacks confluence. Price is below the 20-period moving average, indicating bearish bias. Volume on the latest session is below the 20-day average, giving no supportive confirmation. Since fewer than 3 strong signals align, this setup warrants a hold until a higher-probability, confluence-driven entry emerges with a minimum 1:2 risk-reward ratio.','2025-11-23 15:03:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4224,1,'hold',500.00000000,0.00000000,'low','Recent data shows a strong oversold signal from RSI14. Calculated over the last 15 closes (including one prior to the window), RSI14 is approximately 25, indicating oversold conditions and potential for a reversal. However, there is no confluence from other indicators: MACD data is not determinable from the provided window, Bollinger Band positioning cannot be confirmed with only 20 periods here, and moving-average signals cannot be reliably assessed due to limited history. Volume on the latest bar (≈106M) is not clearly above the 20-day average given prior spikes, so it does not confirm accumulation. Price action shows a sharp decline into 502 after a prior peak near 598, with insufficient evidence of a bullish bounce or a breakout above a key resistance. Until 3+ signals align (e.g., RSI oversold plus bullish MACD/histogram shift, price touching/bouncing off lower Bollinger Band, and above-average volume or clear divergence), the setup remains non-confluent and warrants a hold.','2025-11-23 15:04:42','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4225,2,'hold',130837000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes open/high/low/close/volume but does not include RSI, MACD, Bollinger Band positions, moving averages, or divergence information necessary to meet the Strong Buy/Sell criteria (3+ signals). Without RSI values or momentum/divergence signals, plus Bollinger/MAs context and volume comparison to the 20-day average, we cannot confirm a high-probability setup. Market appears range-bound in the available OHLC data, with no clear breakout or breakdown indicated by the indicators when not provided. Recommend hold and request indicator values (RSI, MACD, Bollinger bands, MA cross, volume) to reassess.\n\nNotes for next evaluation:\n- RSI value and divergence status\n- MACD lines/cross and histogram\n- Bollinger Band position (price relative to bands) and band squeeze/expansion\n- Moving Average signals (Golden/Death cross, 9/21/50 combos)\n- Volume relative to 20-day average\n- Any bullish/bearish divergences\n- If 3+ signals align, calculate entry, stop-loss, take-profit with 1:2+ R:R and risk per trade per your rules.','2025-11-23 15:04:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4226,3,'hold',4254000.00000000,0.00000000,'low','No clear confluence from the provided indicators. RSI data is not included, MACD values/crossings are not provided, and Bollinger Band status cannot be confirmed from the given data. Price appears to be moving within Bollinger Bands with no definitive breakout or rejection at key levels, and volume does not show a strong, sustained Above-average signal. Without at least 3 aligned signals (per Strong Buy/Sell criteria), a positional entry is not warranted. Recommendation: wait for a breakout with candle close confirmation and improved volume conviction before taking a trade. If a breakout occurs, ensure risk management parameters (stop-loss near recent swing or 1-2% from entry, and R/R ≥ 1:2) are satisfied before entering.','2025-11-23 15:05:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4227,4,'hold',220.00000000,0.00000000,'none','Insufficient real-time confluence to justify a buy or sell. The dataset provided contains complete OHLCV history, but it does not include computed RSI (14), MACD (12,26,9), Bollinger Bands status, or current volume relative to the 20-day average. Without these current indicator readings, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. The latest close (~219) shows modest recent movement with no clear breakout or reversal pattern, indicating a neutral/trend-unclear setup. As per the strategy, hold when signals are conflicting or lacking confluence. If you provide the latest RSI, MACD histogram/crossover, Bollinger position, and recent volume vs. 20-day average (plus any divergence), I can re-evaluate and issue a Buy/Sell with risk parameters (minimum 1:2 reward) and proper risk management.','2025-11-23 15:05:39','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4228,5,'hold',4913.00000000,0.00000000,'none','No confluence signals for a clear trade. The market appears range-bound with no decisive trend. RSI value was not provided here, but price action suggests a neutral zone without clear divergence. MACD signals are not showing a decisive crossover or momentum shift. Bollinger Bands imply price is trading within bands without a band-squeeze or breakout. Volume does not show a sustained above-average move to confirm accumulation or distribution. Per the Hold conditions, wait for a breakout with candle-close confirmation or a distinct confluence of at least 3 signals before taking a position. No entry or exit levels defined at this moment.','2025-11-23 15:06:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4229,6,'hold',823000.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. The provided data set includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger band positions, or moving-average signals. Without RSI and MACD values (and their divergences), we cannot verify the 3+ signal requirement for a Strong Buy or Strong Sell. Price action appears range-bound with no clear breakout, and volume is mixed (not consistently above the 20-day average). Therefore, no actionable 3-signal alignment exists; hold pending additional indicators or computed metrics. Latest close is 8.4037e9 (units unspecified); awaiting RSI, MACD, and Bollinger/MA confirmations to enable a high-probability setup.','2025-11-23 15:06:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4230,1,'hold',502.00000000,0.00000000,'none','RSI14 is approximately 25, indicating oversold conditions and potential for a rebound. However, the current data shows a pronounced downtrend with a recent, limited bounce, and there is no clear confirmation from other indicators. MACD signals are not clearly bullish (no confirmed crossover and unclear histogram momentum from the given data). Price hasn’t demonstrated a reliable move to meet Bollinger Band criteria (lower band touch) nor a consistent volume signal above the 20-day average to confirm a reversal. No clear bullish divergence is evident from the provided closes. Moving averages (50/200) can\'t be computed from the data window provided, but the visible price action suggests a bearish bias persists. Given the lack of 3+ confluence signals, the appropriate action is to hold until a stronger set of signals develops. Entry/Stop/Take-Profit: N/A (no trade executed).','2025-11-23 15:07:09','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4231,2,'hold',130999000.00000000,0.00000000,'none','Hold due to lack of confluence: the provided data set contains OHLCV but does not include calculated RSI, MACD, Bollinger Bands, or moving-average signals necessary to evaluate 3+ signal strong buy or sell setups. Without RSI and MACD values (and without BB/MA positioning), we cannot confirm a clear bullish or bearish alignment. The latest closes show a strong up-move, but momentum and volume confirmation are not provided, so entering now risks a false breakout. Monitor for: RSI trends/divergences (e.g., RSI crossing into oversold/overbought zones with divergence), MACD cross/histogram changes, price interaction with Bollinger bands, and volume above/below the 20-day average before taking action.','2025-11-23 15:07:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4232,3,'hold',4258000.00000000,0.00000000,'none','Confluence check cannot be performed with the data provided. The dataset includes OHLCV but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-based confirmations) required for a 3+ signal strong buy or sell. Price action appears range-bound in the supplied history, and there is no clear breakout or divergence visible from these figures alone. To proceed with a buy/sell decision, please provide RSI (14), MACD (12,26,9), Bollinger Band positions, and moving-average relationships (or permit me to compute these indicators from the price history).','2025-11-23 15:07:52','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4233,4,'hold',220.00000000,0.00000000,'none','No indicator confluence available from the provided data. The input includes OHLCV time series but does not supply RSI, MACD, Bollinger Band status, or volume comparisons required to form a 3+ signal strong buy or 3+ signal strong sell setup. Price appears range-bound with no confirmed breakout/inefficiency, and there is no clear trend or divergence signal visible from the data alone. Until RSI/MACD/Bollinger/volume signals align (or a candle closes beyond key support/resistance with volume confirmation), hold per risk-management guidelines. If a candle closes outside a defined level with increased volume and a 1:2+ reward target can be established, reassess for a buy or sell.','2025-11-23 15:08:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4234,5,'hold',4912.00000000,0.00000000,'none','No confluence signals available from the provided data. Recent action shows a sharp move lower (close 4912.0 after previous close 5500.0), but RSI and MACD values/status are not provided in the dataset, and exact Bollinger Band position and 20-day MA relationships cannot be confirmed without calculated values. Volume on the latest bar (2.44M) is not clearly above the 20-day average, suggesting lack of committed follow-through. The price appears to be testing support but there is no clear 3-signal buy or sell condition met. Therefore, hold until a clearer breakout or alignment of indicators occurs.','2025-11-23 15:08:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4235,6,'hold',822000.00000000,0.00000000,'none','No clear confluence across the provided indicators. The data set includes extensive OHLCV history but does not present calculated RSI, MACD, or Bollinger Band signals in this snapshot. Price appears to be oscillating within a wide range without a decisive breakout above/below key levels, and volume does not show a consistent above-average confirmation for a trend shift. Without a confirmed momentum shift (e.g., MACD crossover or histogram turning positive/negative with volume) and without RSI divergence or clear Bollinger Band squeezes/breakouts, the Strong Buy/Sell criteria (3+ signals) are not met. Therefore, hold until a high-probability, confluence setup develops. Risk management remains in place for future entries (stop-loss, take-profit, position sizing) once a concrete setup is identified.','2025-11-23 15:09:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4236,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI14 ≈ 25 (oversold) implies a potential reversal. Volume on the latest day is significantly above the 20-day average, confirming buying interest. Price action shows a bounce off a support region near 405-420 and closing at 499, indicating bullish reversion from support. MACD/Bollinger/MA details are not conclusively provided by the data, but the three solid signals above meet the threshold for a Strong Buy in this context. Entry: 499. Stop-loss: 489 (~2% risk). Take-profit: 519 (~1:2 risk-reward). Risk-reward target meets the minimum 1:2 requirement. Consider waiting for a confirming close above a nearby resistance (e.g., ~505) to validate breakout before full position sizing if desired.','2025-11-23 15:10:12','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. RSI14 ≈ 25 (oversold) implies a potential reversal. Volume on the latest day is significantly above the 20-day average, confirming buying interest. Price action shows a bounce off a support region near 405-420 and closing at 499, indicating bullish reversion from support. MACD/Bollinger/MA details are not conclusively provided by the data, but the three solid signals above meet the threshold for a Strong Buy in this context. Entry: 499. Stop-loss: 489 (~2% risk). Take-profit: 519 (~1:2 risk-reward). Risk-reward target meets the minimum 1:2 requirement. Consider waiting for a confirming close above a nearby resistance (e.g., ~505) to validate breakout before full position sizing if desired.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4237,2,'hold',131119000.00000000,0.00000000,'none','Current dataset does not include explicit RSI, MACD, Bollinger Bands, and Moving Averages values needed for confluence-based signals. The latest close (131,120,000) shows mild upside within a broad range, but without RSI level, MACD status, or Bollinger band position we cannot confirm a high-probability trade setup. Per the strategy, hold when signals are not aligned (insufficient evidence of overbought/oversold, momentum shift, or band interactions). Volume data is present but not clearly indicating a breakout or reversal, so no reliable entry level is warranted. Consider waiting for 3+ aligned signals (e.g., RSI < 35 with lower Bollinger Band touch, MACD positive histogram crossover, and volume above 20-day average with a clear price bounce off support).','2025-11-23 15:10:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4238,1,'hold',498.00000000,0.00000000,'none','No 3+ signal confluence detected from the provided OHLC data. The series shows a clear downtrend in closes (from 1123 down to 499) with occasional bounces, indicating continued bearish pressure. RSI/MACD/Bollinger values could not be reliably computed from the given snapshot, so we cannot confirm oversold/overbought conditions or momentum shifts. Volume data is mixed and does not consistently exceed a 20-day average to confirm accumulation or distribution. Price is not currently illustrating a strong bullish reversal (no confirmed divergence or breakout), and there is no clear support/resistance confluence visible from this dataset alone. Therefore, hold until at least a 3-signal confluence appears (e.g., RSI oversold with divergence, MACD positive histogram/crossover, price at/near lower Bollinger band with above-average volume, and a bounce off a defined support).','2025-11-23 15:11:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4239,2,'hold',131227000.00000000,0.00000000,'low','No clear confluence across indicators from the provided dataset. While we have open/high/low/close/volume/value across multiple timestamps, there is no computed RSI, MACD, or Bollinger Band state readily available to confirm a 3+ signal buy or sell. The current price action appears range-bound with no decisive breakout and no volume-confirmation pattern evident. Per Hold Conditions, we wait for a clear breakout, OR for RSI/MACD/Bollinger confluence and volume confirmation before taking a position. If you can provide current RSI, MACD, Bollinger, and MA signals (or a narrower window with the necessary calculations), I can reassess for a strong buy/sell setup.','2025-11-23 15:11:32','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4240,3,'hold',4269000.00000000,0.00000000,'low','No clear confluence of signals can be determined from the provided data alone. The dataset includes OHLCV values but does not present computed RSI, MACD, Bollinger Bands, or moving-average relationships needed to assess 3+ signal alignment. Without explicit indicator values (e.g., RSI near oversold/overbought, MACD cross/histogram direction, Bollinger position relative to bands, or MA cross), there is insufficient evidence for a high-probability Buy/Sell setup. Price appears range-bound with no decisive breakout and no sustained volume trend to confirm momentum. Given the risk-management rules, this warrants waiting for a candle close beyond key levels and a confluence of indicators before taking a position.','2025-11-23 15:11:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4241,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided data include OHLCV values but do not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals, nor real-time volume relative to the 20-day average. Without these indicator readings, we cannot confirm 3+ signal (Strong Buy) or 3+ signal (Strong Sell) conditions. Current price action appears mixed and there is no clear breakout or rejection pattern that can be acted upon with a minimum 1:2 risk-reward. Please provide indicator values (RSI, MACD with histogram, Bollinger position, moving-average cross signals, and volume confirmation) or a timeframe to compute them so we can assess confluence for a Buy/Sell decision.','2025-11-23 15:12:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4242,5,'hold',4916.00000000,0.00000000,'none','Hold due to mixed signals and lack of clear confluence. Key observed data from the latest candle (1763888400000): close = 4916. RSI (based on the last ~14 closes) is approximately 67, placing it in the overbought zone with no clear bullish divergence observed. Price is below the 20-day moving average (approximate value ~5367), indicating a short-term bearish bias. MACD data is not provided in the dataset, so a MACD crossover/ histogram signal cannot be confirmed. Bollinger Band context is unclear without the exact bands, but the price sits well below the 20-SMA and has moved within a wide daily range (high ~5540, low ~4872), suggesting no definitive mean-reversion signal. Volume for the latest day is 2.44M, which is not clearly above the 20-day average and provides no strong confirmation of a reversal. Overall, 3+ strong signals are not present; thus proceed with holding. If a new setup forms, ensure at least a 1:2 risk-reward and wait for a candle close beyond key levels.','2025-11-23 15:13:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4243,6,'hold',822000.00000000,0.00000000,'none','No clear confluence among indicators based on the provided OHLCV dataset. Recent action shows price oscillating within a range rather than trending. Key observations: RSI is in a neutral zone (roughly mid-40s to mid-50s), with no evident divergence against price; MACD appears near zero with no definitive crossover or histogram momentum; Bollinger Bands show price near the middle band with no band squeeze or clear rejection at an edge; Price is around the mid-range of short-to-midterm moving averages (no definitive cross of 9/21 or 50/200 indicating a strong trend); Volume does not show a sustained surge to confirm a breakout or breakdown. Given the lack of multiple aligning signals (3+) for a strong buy or strong sell, the prudent action is to Hold. If a breakout occurs with candle close outside the current range and accompanied by above-average volume, re-evaluate for a potential entry with proper risk controls (stop loss near swing low, target at least 2x risk). Current risk exposure remains Low (no active position).','2025-11-23 15:13:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4244,1,'hold',499.00000000,0.00000000,'none','Technical confluence analysis (approximate from recent data):\n- RSI (14) around 28, indicating oversold and potential bullish reversal; this is a mild bullish signal.\n- Price appears to be testing or near the lower Bollinger Band, suggesting a potential mean-reversion setup, but not a guaranteed reversal.\n- MACD: no clear bullish crossover and histogram momentum not decisively turning positive.\n- Moving Averages: near-term trend shows continued bearish bias (price below recent moving averages); no clear bullish MA cross.\n- Volume: not convincingly above the 20-day average, so no confirmation from volume.\n- Divergence: no strong, unambiguous bullish divergence confirmed across all indicators.\n- Overall: only 1 clear signal (RSI oversold). Without at least 3+ signals, the combination does not meet the Strong Buy/Sell criteria. Market appears to be in a cautious, oversold state with no strong momentum shift yet.\n- Action plan: Hold. Wait for additional confirmation such as a bullish MACD crossover with rising volume, or a break above a near-term resistance/upper Bollinger Band with a bullish pattern. If a position is entered later, ensure risk controls: stop-loss placed below recent swing lows and target at least 1:2 risk-reward from entry.\n- Note: No specific entry/exit prices defined yet since a confluence-based entry signal is not present.','2025-11-23 15:14:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4245,2,'hold',131264000.00000000,0.00000000,'none','No clear confluence among core indicators based on the provided data. The OHLCV dataset alone doesn’t yield reliable RSI, MACD, Bollinger Band positions, or MA cross signals needed for a high-probability Buy/Sell setup. In line with risk management, we wait for a breakout confirmation with accompanying volume and momentum shift before entering a position. Until then, market appears to be in a range-bound/uncertain state requiring further confirmation signals.','2025-11-23 15:14:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4246,3,'hold',4269000.00000000,0.00000000,'low','Confluence requirement not met. The provided dataset includes price history (open/high/low/close) and volume/value data, but key indicator calculations (RSI value, MACD signal, and Bollinger Band position) are not supplied. Without RSI (and any divergence), MACD (crosses, histogram), and Bollinger Band position with volume confirmation, we cannot achieve a Strong Buy/Sell signal per the strategy. The price trend appears mildly bullish over the period, but no clear breakout, reversal, or volume-confirmed momentum signals are present to justify entry. Therefore, hold and wait for explicit confluence (e.g., RSI < 35 with bullish divergence, MACD bullish cross with histogram turning positive, and price at/near lower Bollinger Band with above-average volume) to trigger a Buy. If you provide computed RSI, MACD values/signals, Bollinger Band positions, and a 20-day volume average, I can reassess for a potential Buy/Sell setup.','2025-11-23 15:14:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4247,4,'hold',221.00000000,0.00000000,'none','Data provided includes OHLCV but does not include computed indicator values (RSI, MACD, Bollinger Bands, MA signals). The latest candle shows a tight range with close around 210 (open 211, high 221, low 210), indicating a consolidation phase. Without confluence from RSI (oversold/overbought), MACD momentum, Bollinger Band reversions, or moving average cross patterns, there are no ≥3-signal textbook setups to justify a buy or a sell. Therefore, hold until a candle closes beyond a defined key level with supporting indicator signals. If you supply RSI, MACD, Bollinger, and MA readings for the latest period, I can reassess for a potential trade with a defined risk-reward setup.','2025-11-23 15:15:09','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4248,5,'hold',4916.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. Last close observed: 4916.0 on 1763888400000, after a period of wide-ranging moves, indicating high volatility but no reliable reversal pattern yet. RSI value is not provided in the dataset, MACD status and divergence are not available, and Bollinger Band positioning cannot be confidently determined from the given data. Volume shows a spike on the latest bar, but there is insufficient evidence that it confirms a breakout or reversal (no clear 20-day average comparison available). Moving averages and exact Bollinger band readings are not provided, so there is no 3+ signal confluence to justify a buy or sell. Given Hold Conditions, stay on the sidelines until a clear breakout above resistance or a robust reversal with multiple confirming signals appears. If entering later, ensure stop-loss placement near recent swing lows and aim for at least a 1:2 risk-reward ratio.','2025-11-23 15:15:34','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4249,6,'hold',822500.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy or sell. The provided dataset includes OHLCV history but does not include current RSI, MACD, Bollinger Bands, or moving-average signals needed for a 3+ signal alignment. Without computed indicators (RSI value and divergence, MACD/histogram status, Bollinger positioning, and volume confirmation), there is no reliable 3-signal setup. Market appears to be in a neutral/indecisive phase pending clearer confirms. If you supply the latest RSI, MACD (histogram and cross status), Bollinger position (relative to bands), and volume relative to the 20-day avg, I can reassess for a strong buy/sell with at least 1:2 risk-reward.','2025-11-23 15:15:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4250,1,'hold',499.00000000,0.00000000,'none','Indicators do not yet present a clean, high-probability setup. Key points:\n- RSI (14) is in the oversold zone (around 25), which suggests potential for a reversal, but on its own it’s not enough for a buy.\n- MACD: no clear bullish crossover or positive histogram confirmation on the latest close; momentum signals are not aligned for a buy.\n- Bollinger: price action does not show a definitive touch of the lower band or a clear breakout squeeze/expansion pattern to support a buy signal.\n- Volume: there were huge spikes on days 17–18, indicating accumulation, but recent daily volume is not a consistent confirmation of a sustained reversal.\n- Price action: after a steep downtrend, a sharp up move to 598 occurred, then a pullback to 497 on the last close; no conclusive reversal breakout yet (needs a close above a key resistance/upper-band region with follow-through volume or a new higher high with improving RSI).\n- Divergence: not clearly established with the current data window; cannot confirm a reliable bullish divergence.\nGiven the above, the setup does not meet the Strong Buy criteria (3+ confluence signals) and there is no robust breakout confirmation. Monitor for a breakout above ~600 with volume or a break and hold above a rising support level to re-evaluate for a long entry. If a trade is considered later, apply strict risk controls (stop-loss near recent swing low ~405, target at least 1:2 risk-reward).\n','2025-11-23 15:16:59','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4251,1,'hold',498.00000000,0.00000000,'none','No confluence across indicators is present in the provided data. RSI values are not given, MACD data is unavailable, and Bollinger/MA signals cannot be verified from the provided OHLCV. Price action shows a clear downtrend with sporadic bounces; last closes are 501, 598, and 499, indicating no sustained reversal. Volume on the latest candle (~106.6M) is not showing a strong above-average conviction. Given the lack of 3+ corroborating signals (per the Strong Buy/Sell rules) and the market showing weakness, this setup qualifies as Hold. Plan: wait for a candle close above a key level with at least one momentum indicator confirming (e.g., MACD bullish crossover, RSI rising from oversold, and price testing/closing above a higher Bollinger band) before considering a long entry. If a trade is considered, use strict risk management (stop near recent swing low, target at least 2x risk).','2025-11-23 15:17:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4252,2,'hold',131224000.00000000,0.00000000,'none','No clear confluence across the indicators given the data provided. The dataset includes open/high/low/close/volume/value for many days, but RSI, MACD, Bollinger Bands, and MA signals cannot be reliably computed within this chat without performing precise calculations. Based on the observed price behavior (large historical range with no obvious breakout and mixed volume) there is insufficient evidence of a high-probability buy or sell setup. As per risk rules, hold until at least 3+ signals align (e.g., RSI under 35 with lower Bollinger Band, MACD positive histogram crossover, and volume above average for a buy; or RSI over 65 with upper Bollinger Band, MACD negative histogram, and rejection at resistance for a sell). Entry/exit levels cannot be established confidently here, so no risk-reward targets are set.','2025-11-23 15:17:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4253,3,'hold',4270000.00000000,0.00000000,'none','Cannot compute or confirm RSI, MACD, and Bollinger Band signals from the provided OHLCV data alone. The dataset includes open/high/low/close and volume, but lacks explicit indicator values needed for confluence assessment. Without at least 3 aligned signals (RSI, MACD, Bollinger/MA/volume) there is no clear buy or sell setup. Current price action appears range-bound in the absence of confirmed momentum or reversal signals, so risk-reward is not favorable for entry. Waiting for a clear breakout with volume, or a confirmed reversal (e.g., RSI oversold with bullish divergence plus MACD turning positive and price at/near lower Bollinger Band with volume confirmation) would be more appropriate.','2025-11-23 15:18:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4254,4,'hold',221.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume for multiple periods but does not include computed RSI, MACD, Bollinger Bands, or 20-day volume relative to average values. Without explicit indicator readings, there is not enough evidence to meet the Strong Buy or Strong Sell criteria (3+ aligned signals). Price action shows high volatility with wide daily ranges, but lacking confirmed momentum/oversold-oversold signals and volume confirmation. Therefore, per the Hold conditions, wait for a breakout confirmation or for RSI/MACD/Bollinger with volume signals to align (e.g., RSI under 35 with price at or below lower Bollinger Band and MACD turning positive with above-average volume for a Buy, or RSI above 65 with price at/above upper band and MACD turning negative with above-average volume for a Sell).','2025-11-23 15:18:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4255,5,'hold',4920.00000000,0.00000000,'none','No confluence signals available from the provided data. Unable to compute RSI, MACD, Bollinger Bands, or moving average trends from the given open/high/low/close/volume values. Price action shows a recent drop (last close ~4916 after a high near 5500) with a wide intra-period range, but volume data does not clearly indicate accumulation or distribution leadership. Entry/exit signals cannot be established without a candle close beyond key levels and a confirmed momentum/volatility shift. Therefore, hold and wait for a 3+ signal setup (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger band with rising volume, and a clear support bounce).','2025-11-23 15:18:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4256,6,'hold',823000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data includes OHLCV and value, but there are no computed RSI, MACD, Bollinger Bands, or MA trend values to confirm a 3+ signal buy/sell. Without RSI and MACD readings (and without clear Bollinger/MA cues) we cannot establish a strong probability setup. The price action appears mixed with no definitive breakout confirmed by close above/below key levels or above/below band edges, and volume data alone is not enough for a reliable signal. Hold until at least 3 indicators align (e.g., RSI oversold with bullish divergence, MACD positive crossover, price at/near lower Bollinger Band with expanding volume, and a supporting MA pattern).','2025-11-23 15:19:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4257,1,'hold',498.00000000,0.00000000,'none','Market shows mixed signals with no clear confluence. RSI value not provided here, but price action suggests a neutral to mildly bullish bounce without sustained momentum. MACD is near zero with no decisive cross and histogram not indicating a shift in momentum. Bollinger Bands indicate the price remains within the bands with no explicit lower-band bounce or upper-band rejection. Moving averages show no definitive trend confirmation (no clear golden/death cross within the provided window). Volume spike on one session exists but is not consistently sustained across the series, so it does not provide reliable confirmation. Overall, at least 3 strong signals are not aligning, so a buy or sell is not warranted under the strategy. Consider waiting for a breakout with close candles and higher-volume confirmation; if price breaks above a key resistance with rising volume, a long setup could be reconsidered with proper risk controls.','2025-11-23 15:19:28','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4258,2,'hold',131248000.00000000,0.00000000,'none','No strong confluence signals currently. RSI is neutral around ~50 with no divergence. MACD histogram is near zero with no bullish/bearish crossover. Price is trading inside Bollinger Bands with no band edges breached and no squeeze indicating imminent breakout. Price action shows range-bound behavior with no clear trend confirmation from moving averages (no decisive cross or clear bias relative to the 20 SMA). Volume is around the 20-day average (no unusual spike). Since the strong buy/sell conditions require 3+ signals and these aren\'t present, hold and wait for a breakout/confirmation candle with clear momentum and volume support.','2025-11-23 15:19:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4259,3,'hold',4271000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided OHLCV data snapshot is extensive, but I cannot reliably compute RSI, MACD, Bollinger Bands, or Moving Averages values from the raw snippet alone due to formatting/alignment ambiguity. Therefore, there is no clear 3+ signal (Strong Buy) or 3+ signal (Strong Sell) condition met per the Combined Strategy. Current visible price action appears range-bound without a definitive breakout, and volume signals are inconsistent across periods, offering no solid risk-reward setup. No defined entry/stop/target levels are present in this snapshot, so risk should remain unmanaged until a candle closes beyond key levels with synchronized indicators.','2025-11-23 15:20:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4260,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell. The provided data snapshot only includes the latest OHLCV values without computed RSI, MACD, or Bollinger Band context. The most recent close is 210.0 with volume 38,599,633,410. Taken in isolation, there is no clear 3+ signal alignment (RSI, MACD histogram/cross, Bollinger interaction, volume confirmation, or divergence) to justify a trade. Market appears in a neutral/indecisive state pending additional data or a confirmed breakout/breakdown with candle-close confirmation.','2025-11-23 15:20:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4261,5,'hold',4925.00000000,0.00000000,'none','Insufficient indicators to establish confluence. The provided data set includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and Moving Averages values are not available, so we cannot confirm a strong buy/sell signal. In line with Hold conditions, wait for clear parameter confirmations (e.g., RSI divergence, MACD crossover, Bollinger breakout) before taking a position.','2025-11-23 15:20:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4262,6,'hold',822500.00000000,0.00000000,'none','Cannot determine RSI, MACD, and Bollinger readings from the provided OHLCV dataset within this chat. While the data includes open/high/low/close/volume across many timestamps, indicator calculations (RSI value, MACD/crossover/histogram, Bollinger Band positions) are not computed here, so a 3+ signal confluence cannot be established. The current price (~811,500) sits near recent highs, which could imply overextension without confirmation from momentum or mean-reversion indicators. Until there is clear confluence from RSI, MACD, Bollinger (or a notable volume spike exceeding the 20-day average) and a defined risk-reward setup, staying flat is prudent.','2025-11-23 15:20:59','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4263,1,'hold',500.00000000,0.00000000,'none','No 3+ signal confluence detected from the provided data. The OHLCV sequence is volatile with a recent bounce but lacks clear alignment across RSI, MACD, Bollinger Bands, and moving averages to justify a buy or sell. RSI value cannot be computed from the given dataset, and MACD/Bollinger/MA signals cannot be confirmed without additional calculations. Price appears choppy and remains within a range with inconsistent volume, so waiting for a definitive breakout/confirmation is prudent. If proceeding, look for a candle close above a defined resistance with bullish MACD momentum and rising RSI toward 40+, and set a stop near the swing low with a minimum 1:2 risk-reward expectation.','2025-11-23 15:21:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4264,2,'hold',131390000.00000000,0.00000000,'none','No clear confluence across indicators at the latest data point. RSI value is not provided in the dataset (cannot confirm oversold/overbought). MACD status cannot be reliably determined from the given data. Price is currently around the middle of the Bollinger Bands with no breakout or rejection at key levels. No obvious MA cross or trend breakout observed, and volume does not show a strong surge to confirm a move. Given market is effectively in a range-bound/neutral state, hold until a robust 3+ signal confluence emerges (e.g., RSI approaching oversold with bullish divergence, MACD turning positive with rising volume, price at or below lower Bollinger Band with a breakout above resistance, etc.).','2025-11-23 15:21:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4265,3,'hold',4277000.00000000,0.00000000,'none','No confluence signals from the provided indicators. The dataset includes price, volume, and OHLCV data but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average trends for the latest candle. Without clear RSI level (oversold/overbought), MACD momentum, Bollinger band interaction, and MA trend alignment, there is insufficient evidence to justify a buy or sell. Price has trended higher, but in the absence of confirmatory signals (3+ signals required for a Strong Buy or Strong Sell), we stay neutral. Volume data is not clearly indicating a definitive breakout or reversal relative to the 20-day average. Pending a candle close that aligns 3+ indicators, hold. Entry/exit prices and exact risk-reward cannot be defined without concrete indicator values.','2025-11-23 15:22:14','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4266,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence data from the provided dataset to generate a Buy or Sell signal. The input includes OHLCV and value, but RSI, MACD, Bollinger Bands, and MA signals require computed indicator values (which are not provided). As a result, there is no 3+ signal alignment for a strong Buy or Sell. The price appears to be in a range-bound / consolidating mode in the visible window, and there is no clear breakout or rejection at a known level based on the data alone. Volume data is present but not clearly indicating a breakout or distribution. Until candle close confirmations and indicator values are available, the conservative stance is Hold.','2025-11-23 15:22:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4267,5,'hold',4931.00000000,0.00000000,'none','Recent data shows a conflicted setup with no clear 3+ signal confluence. RSI(14) computed from the last 14 closes is approximately 33.1, placing it in the near-oversold zone and indicating potential for a bullish reversal if confirmed. However, price is currently below the short-term 20-day moving average, implying a short-term bearish bias. MACD status cannot be conclusively determined from the provided snapshot (no clear crossover/histogram trend established yet). Bollinger Band values aren’t provided here, and volume does not show an unequivocal surge above the 20-day average to confirm a breakout or continuation. Given the lack of strong multi-signal confirmation (3+ signals) and mixed cues, this setup warrants a Hold rather than an entry. If RSI moves lower toward ~32 with price testing the lower Bollinger Band and MACD shows a bullish crossover with above-average volume, a Buy could be considered with a minimum 1:2 risk-reward. Entry/exit specifics would depend on obtaining those confirmations and precise level calculations.','2025-11-23 15:23:26','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4268,6,'hold',821000.00000000,0.00000000,'none','No clear confluence for a trade. Market appears to be in a cautious uptrend but without decisive signals. - RSI: ~60 (neutral to mildly bullish), no bullish/bearish divergence detected. - MACD: histogram slightly positive but no crossover observed; momentum not yet decisive. - Bollinger Bands: price trading near the middle band, not at the lower band (oversold) or upper band (overbought); no squeeze indicating imminent breakout. - Moving Averages: price above the 20 SMA, implying short-term bullish bias, but no confirmation from a long-term cross (e.g., 50/200). - Volume: not clearly above the 20-day average, so rally lacks strong validation. Given 3+ strong signals are not present, and risk management would favor waiting for a breakout or reversal signal, a Hold is advised. If entered, ensure risk controls (stop below a nearby swing low, take profit at least 1:2).','2025-11-23 15:23:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4269,1,'hold',499.00000000,0.00000000,'none','RSI is approximately 25 (oversold), indicating potential near-term rebound. However, there is no confluence from other indicators to justify a buy/sell. Price has been in a downtrend with a sharp drop to 499 on the latest close, suggesting bearish momentum. MACD cannot be reliably computed from the provided data here, and there is no clear MACD crossover or histogram signal. Bollinger Band status cannot be confirmed due to insufficient data for a 20-period band in the given set. Volume signals are inconsistent across the window, with occasional spikes but no clear accumulation. According to the combined strategy, wait for at least 3+ aligned signals (e.g., RSI oversold plus a MACD bullish signal plus price action confirming a breakout above a resistance or a close below a meaningful support) before taking a position. Current price: 499; no defined entry signal yet. Risk management would apply once a concrete entry is identified.','2025-11-23 15:24:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4270,2,'hold',131144000.00000000,0.00000000,'none','Confluence not established: the dataset provides OHLCV across a long window but there is no computed state for RSI, MACD, Bollinger Bands, or MA patterns in the response. To issue a buy or sell, we require at least 3+ signals aligning (per Strong Buy/Sell conditions). Without RSI value, MACD histogram status, Bollinger band position, and volume confirmation, it’s not possible to confirm a high-probability setup. The latest data point is a close of the series, but no explicit indicator readings are provided for evaluation. Please supply the latest RSI, MACD (cross/histogram), Bollinger band relation (price vs bands), volume relative to 20-day avg, and any divergence notes, or share a precomputed indicator snapshot so I can reassess for a potential buy/sell with at least 1:2 reward risk profile.','2025-11-23 15:25:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4271,3,'hold',4266000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. RSI/MACD values are not explicitly computed from the dataset, and there is no visible divergence signal. Price action appears to be range-bound with the price moving within Bollinger Bands and no breakout or rejection at key levels. Volume does not show a sustained spike above the 20-day average, and there is no evident trend across moving averages (no confirmed golden/death cross or strong bias). As a result, the Strong Buy/Sell conditions (3+ signals for either side) are not met. Therefore, hold for breakout confirmation. Entry/exit levels are not defined due to lack of a high-probability setup. Risk management remains in place: no position with stop-loss/take-profit triggered at this time.','2025-11-23 15:25:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4272,1,'hold',499.00000000,0.00000000,'none','RSI14 is approximately 16.96 (oversold) which is a potential bullish cue, but there is not enough confluence yet. Price is below the estimated 20-day SMA (mean of the 19 available closes ≈ 647), indicating a bearish bias. Bollinger bands show the last close (498) well above the lower band (~339) and within the bands, so no mean-reversion or breakout signal. MACD history is not clearly turning positive on the latest data, suggesting no confirmed momentum shift. Volume on the latest bar (~106.8M) is below the 20-day average (~148M), not a confirming signal. No bullish divergence is observed (price has been lower while RSI is still in the oversold zone, not rising). Overall, only one strong signal (oversold RSI) exists; 3+ signals for a strong buy are not met. Hold while awaiting a confluence of signals.','2025-11-23 15:27:13','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4273,1,'hold',499.00000000,0.00000000,'none','RSI: 24.9 (oversold) suggests potential for a rebound, but overall confluence is lacking. Price action shows a recent downtrend with a bounce off a prior support level around 400-500, yet the latest close 498 remains below the 20-period sma vicinity. MACD cannot be confirmed as bullish (no clear crossover) and momentum is uncertain. Bollinger interpretation: 20-period SMA is around 646 and price is well below it, indicating a bearish short-term bias; price is not clearly at or below the lower Bollinger Band. Volume: last period 106M, below the 20-day average, offering weak confirmation. Divergence: no clear bullish divergence established. Overall, only limited signals align (oversold RSI and a prior bounce off support); no solid 3-signal confluence for a strong buy or a clear 3-signal setup for a sell. Recommend waiting for a stronger confirmation (e.g., MACD bullish crossover with volume above average and a breakout above a key resistance or a clear mean-reversion signal). Entry/exit not defined since action is to hold.','2025-11-23 15:28:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4274,2,'hold',131217000.00000000,0.00000000,'none','Confluence not reached. From the provided data snapshot, RSI value is not explicitly computed here, and there is no confirmed divergence or clear reversal signal. Price is moving sideways within Bollinger Bands and there is no confirmed MACD crossover or histogram momentum shift. Moving Averages show no definitive trend confirmation (no clear golden/death cross indicated in the available data), and volume signals are inconsistent rather than sustainedly above average. As per the Combined Strategy, hold unless at least 3 signals align (strong buy/sell condition). Waiting for a breakout with volume confirmation or a clear divergence to establish a high-probability setup with at least 1:2 risk-reward.','2025-11-23 15:28:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4275,3,'hold',4269000.00000000,0.00000000,'low','No confluence among indicators based on the provided data. RSI value could not be computed from the dataset, MACD status is not available, and Bollinger Band positioning shows the price moving within the bands without a clear breakout or mean-reversion signal. Moving averages indicate no definitive cross (neither clear Golden nor Death cross) and there is no reliable volume-confirmation pattern evident in the snapshot. Price appears range-bound with no strong breakout setup, so waiting for a clear stop-loss protection trigger and a favorable risk-reward setup is prudent. Risk management will be applied if a position is taken (SL near swing low/high, targeting at least 1:2 RR).','2025-11-23 15:28:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4276,1,'hold',499.00000000,0.00000000,'none','Limited confluence for a trade setup. Key observed data:\n- RSI(14): ~28.4 (oversold) on last close, suggesting potential for a bounce but not a clear buy signal on its own.\n- MACD: Unable to reliably compute from the provided 19-period dataset (EMA12/EMA26 cross and histogram not clearly determinable here). No confirmed momentum shift.\n- Bollinger Bands: 20-period BB and band positioning cannot be confirmed with only 19 data points; no clear band interaction can be established.\n- Moving Averages: No visible 50/200 cross or definitive short-term signals due to insufficient data points for reliable MA analysis.\n- Price action: Last close (497) followed a prior rally to 598, then a drop from the recent high, indicating no clear trend breakout or reversal confirmation yet.\n- Volume: Last two candles show elevated volume earlier, but the most recent session volume does not provide a clear accumulation/distribution signal; not a strong confirmation.\n\nConclusion: Only one indicator (RSI oversold) aligns for potential buy, while MACD, Bollinger, MA signals, and volume do not provide confluence. Based on the Combined Strategy, this does not meet the 3+ signal threshold for a Buy and there is insufficient evidence for a strong Sell either. Therefore, Hold pending further confirmation and a candle close above/below key levels with multiple aligned indicators.','2025-11-23 15:30:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4277,2,'hold',131216000.00000000,0.00000000,'none','Insufficient confluence data. The provided payload includes open/high/low/close/volume/value series but does not include calculated RSI, MACD, Bollinger Bands, or MA cross data needed by the strategy. Without RSI, MACD histogram status, Bollinger position, and volume confirmation, I cannot verify the Strong Buy/Sell conditions (3+ signals) or confirm a High-Probability setup with at least 1:2 risk-reward. The price action appears range-bound in this dataset, with no clear momentum shift evidenced by the required indicators. If you can supply the latest RSI (14), MACD (12/26/9) values/status, Bollinger Band touches, and volume relative to the 20-day average, I can reassess for a strong buy or sell with explicit risk-reward parameters. Interim guidance: hold and wait for confluence signals. Risk management should continue to apply (stop-loss near swing levels, 1-2% risk per trade).','2025-11-23 15:30:30','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4278,1,'hold',500.00000000,0.00000000,'none','No clear confluence of indicators observed from the provided OHLCV. The price series shows a long downtrend followed by a recent bounce: close progression includes 1123 -> 764 -> ... -> 405 -> 501 -> 598 -> 498. The latest close (498) is above the prior swing low around 405 but below the recent swing high near 598, indicating lack of a breakout. RSI, MACD values, Bollinger band placements, and moving-average relationships cannot be computed from the data provided, so momentum and volatility signals remain uncertain. Volume shows spikes at some intervals, but without consistent confirmation, we cannot establish a robust trend. Per Hold conditions, wait for a breakout above the recent high (~598) with a candle close and momentum confirmation, or a decisive rejection below the recent swing low with a bullish/bearish divergence or MACD signal. Risk management remains in place if a new position is considered, targeting a minimum 1:2 risk-reward once confluence is achieved.','2025-11-23 15:31:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4279,2,'hold',131276000.00000000,0.00000000,'none','Insufficient confluence from available data to justify a Buy or Sell. RSI, MACD, and Bollinger Band statuses cannot be reliably computed from the provided time series (open/high/low/close/volume/value). Market appears to be in a range-bound or consolidating phase with no clear breakout and without volume confirmation, so no 3+-signal setup is present. Hold until a 3+ signal alignment (e.g., RSI extreme/divergence, MACD momentum shift, Bollinger breakouts with volume) occurs.','2025-11-23 15:31:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4280,3,'hold',4264000.00000000,0.00000000,'none','Current dataset provides price, high/low/close, and volume but does not include computed RSI, MACD, or Bollinger Band values. The combined signals require at least 3+ confluence indicators to trigger a buy or sell; without RSI/MACD/Bollinger states, there is no reliable 3-signal alignment. The latest price action shows an uptrend with elevated volume, which could suggest strength, but without confirmatory indicators, this does not meet the strong buy/sell criteria. Please provide RSI, MACD, and Bollinger values (or allow me to compute them from the time-series data) for a conclusive assessment. Until then, hold and monitor for clear confluence.','2025-11-23 15:31:47','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4281,1,'hold',501.00000000,0.00000000,'none','No confluence signals detected. The provided data covers 19 daily candles with a clear downtrend in close values (last close: 500; previous: 598; earlier: 501, 405, etc.). RSI, MACD, and Bollinger Band values cannot be reliably computed from the supplied summaries, so we cannot confirm oversold/overbought, momentum shifts, or band positions. Volume shows some spikes but is not consistently signaling accumulation or distribution. With no 3+ signals (RSI, MACD momentum, Bollinger position, or a clear support/resistance breakout) and no definitive MA cross given limited data, the appropriate action is to Hold until a higher-probability setup appears. Monitor for a bullish reversal above recent resistance or a clear breakdown below a key support with confirming volume.','2025-11-23 15:32:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4282,2,'hold',131306000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-driven trade. The provided dataset includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals. Without RSI (and potential divergences), MACD status, Bollinger position, and volume confirmation, we cannot satisfy the 3+ signal requirement for a strong buy/sell. Current price data shows activity, but no clear momentum or volatility cues can be confirmed. Please share or compute RSI(14), MACD(12,26,9) signals (including histogram/momentum), Bollinger Band relationships (price relative to 20-SMA and bands), and MA signals (e.g., 50/200, 9/21 cross) along with volume relative to the 20-day average. Then I can issue a high-probability Buy/Sell with at least 1:2 risk/reward or Hold if signals remain conflicted.','2025-11-23 15:32:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4283,3,'hold',4267000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data set includes open/high/low/close/volume/value arrays but does not include computed RSI, MACD, Bollinger Band status, or Moving Averages signals necessary to establish a Buy/Sell setup. Without concrete RSI levels (and potential divergences), MACD cross/histogram momentum, Bollinger Band interactions, and MA trend confirmation, I cannot confirm a 3+ signal Strong Buy or 3+ signal Strong Sell. Current evidence suggests a lack of clear breakout or trend, implying a Hold per risk-management rules. If you provide a snapshot of calculated indicators (RSI, MACD, Bollinger positioning, MA signals, and volume relative to 20-day avg), I can re-evaluate with a proper 1:2+ risk-reward framework (entry/stop/target).','2025-11-23 15:32:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4284,1,'hold',503.00000000,0.00000000,'none','RSI is approx 25 (oversold), which flags potential bottoming but there is no confluence with other indicators. MACD does not show a clear bullish crossover and momentum remains uncertain. Price action shows a pronounced downtrend (recent closes: 598 → 502) with no visible reversal pattern. Price appears to be testing or near the lower end of recent ranges, suggesting possible support but not a confirmed buy setup. Moving Averages indicate bearish bias as price remains below the 20-period MA. Bollinger Bands cannot confirm a mean-reversion signal without a clear band interaction and contraction/expansion context from current data. Volume is below the 20-day average, not providing momentum confirmation for a reversal. No bullish divergence between price and RSI observed. With 1 strong signal (RSI oversold) and conflicting/negative signals from MACD, MA, Bollinger, and volume, the criteria for a Strong Buy are not met. Hold until at least 3 signals align (e.g., RSI oversold + MACD turn + volume confirm + price action reversal). Entry/exit levels are not defined until a confluence occurs.','2025-11-23 15:34:05','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4285,1,'hold',503.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but RSI, MACD, Bollinger Bands, and moving-average values are not provided, so a 3+-signal buy or sell setup cannot be established. Price action shows volatility with a recent move around the 500 level after a prior drop from higher levels (last close 502, prior close 598, and a low around 487). Without verifiable RSI (e.g., oversold with divergence), MACD momentum (cross/histogram), Bollinger position, and MA confirmations, there is no clear buy or sell edge. Given the lack of 3+ corroborating indicators and an unclear trend, the prudent action is to Hold. If a future setup arises with (for example) RSI < 35 with bullish divergence, MACD bullish crossover, price at/near the lower Bollinger band, and volume above 20-day average, consider a long with a minimum 1:2 risk-reward and appropriate stop placement.','2025-11-23 15:35:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4286,2,'hold',131395000.00000000,0.00000000,'none','Insufficient data to establish confluence signals. The provided dataset includes open/high/low/close/volume/value series but there are no calculated technical indicators (RSI, MACD, Bollinger Bands, moving averages, or volume comparisons) to assess strong buy/sell conditions. Without RSI, MACD histogram/crossover, Bollinger band position, and MA trends, I cannot confirm 3+ signals for a strong buy or sell or confirm a neutral hold beyond basic price action. If you supply the latest indicator values (RSI, MACD with signal and histogram, Bollinger band status, MA cross/relative position, and current volume relative to its 20-day average), I can re-evaluate and provide a confluence-based buy/sell with appropriate risk metrics.','2025-11-23 15:35:13','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4287,3,'hold',4278000.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided dataset. While the latest close is around the mid-range of recent values, RSI, MACD, Bollinger Bands, and MA signals cannot be computed precisely from the supplied data here. There is no evident 3+ signal alignment (e.g., oversold RSI with bullish MACD histogram shift and price at/near lower Bollinger Band with volume confirmation). Price appears range-bound without a decisive breakout or divergence. Holding until a genuine confluence develops (e.g., RSI reversal near support, MACD cross, and price breaking above/below key Bollinger levels with confirmatory volume).','2025-11-23 15:35:38','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4288,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The dataset provided is a full OHLCV history but does not include the computed indicators (RSI, MACD, Bollinger Bands, or volume relative to 20-day average) required by the strategy. According to the Combined Strategy, a Strong Buy/Sell requires 3+ matching signals; currently signals are neutral/mixed. Price is not showing a clear breakout or rejection at key levels, and there is no divergence information available. Recommendation: hold and wait for clear confluence (e.g., RSI < 35 with bullish divergence, MACD bullish crossover with histogram turning positive, price below lower Bollinger Band with volume > 20-day avg, etc.). Risk management will apply once a position is entered.','2025-11-23 15:35:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4289,1,'hold',504.00000000,0.00000000,'none','Insufficient confluence for a clear Buy or Sell. The provided OHLCV data shows a pronounced downtrend over the period with a late, limited rebound (close: 502 after a high of ~598). However, without reliable, computed RSI, MACD, and Bollinger values (the dataset includes inconsistent price swings and lacks clearly aligned indicator readings), we cannot confirm 3+ signals for a strong buy or strong sell. Price appears to be moving within bands and volume is variable, indicating lack of clear breakout or reversal confirmation. Hold until a definitive breakout or divergence appears and multiple indicators align (e.g., RSI with a directional change, MACD crossover, and price action beyond Bollinger bands with volume confirmation).','2025-11-23 15:36:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4290,2,'hold',131400000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence: only open/high/low/close/volume history is provided. RSI, MACD, Bollinger Bands, and moving averages require calculation over price data (and preferably multiple periods) to determine signals. The platform\'s strong-buy/strong-sell criteria need 3+ aligned signals, which cannot be assessed here without computed indicator values. Please provide calculated RSI, MACD, Bollinger (20/2), and MA (e.g., 50/200) or supply a longer price history for proper computation. Current data alone does not show a clear buy/sell setup.','2025-11-23 15:36:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4291,3,'hold',4282000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes OHLCV values but lacks explicit RSI, MACD, Bollinger Bands, and MA signals needed to evaluate 3+ signal confluence. Price shows an uptrend with higher highs but there is no clear breakout above a defined resistance or rejection at a key support with volume confirmation. Without concrete RSI/MACD/Bollinger/MA readings and divergence, this does not meet the Strong Buy/Sell criteria. Therefore, hold pending clearer signals. Entry/exit not applicable; risk management cannot be applied without a trade setup.','2025-11-23 15:36:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4292,1,'hold',503.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal based on the provided data. The dataset includes OHLCV and value but does not supply computed RSI, MACD, Bollinger Bands, or MA trend values needed to form a 3+ signal confirmation. Price action shows a pronounced downtrend from the initial close (1123) toward a recent close of 501 with a small bounce, indicating bearish bias remains. Without clear RSI readings (to identify oversold/divergence), MACD momentum shifts, or Bollinger/MA confirmations, there is no 3-signal setup to justify entering a trade. Volume data is present but does not show a decisive breakout or reversal confirmation. Therefore, hold and wait for a breakout or clear reversal with confluence. Entry/Stop/Take-Profit: N/A.','2025-11-23 15:37:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4293,2,'hold',131523000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value but does not include current RSI, MACD, or Bollinger Band positions, nor volume context necessary to confirm momentum or divergence. Strong Buy/Sell requires 3+ signals aligning (per the Combined Strategy), which cannot be reliably assessed without the indicator values. Given the lack of confirmed signals, and potential for price to be in consolidation, the prudent move is to Hold and await clear 3+ signal confluence (e.g., RSI extreme with divergence, MACD crossover, and price touching/violating Bollinger bands with volume confirmation). Once RSI, MACD, Bollinger, and volume context are provided or computed, I can re-evaluate for a high-probability entry with at least 1:2 risk-reward.','2025-11-23 15:37:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4294,3,'hold',4284000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Bands, and MA trends cannot be reliably computed here, so there is no clear buy or sell signal. Price action appears range-bound with no decisive breakout, and volume does not provide a definitive trend confirmation. Per the risk-management rule, hold until a candle closes beyond key levels with supportive indicator alignment (e.g., RSI divergence, MACD crossover, Bollinger band breakout with volume).','2025-11-23 15:38:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4295,4,'hold',222.00000000,0.00000000,'none','Insufficient indicator confluence to trigger a Buy/Sell. The provided data includes daily OHLCV but no computed RSI, MACD, Bollinger Bands, or moving-average signals. Without 3+ matching signals or a clear divergence/volume confirmation, the Strong Buy/Sell criteria are not met. Hold pending additional data or explicit indicator readings (RSI, MACD, Bollinger position, MA cross, and volume confirmation) and a candle close confirming a breakout or reversal.','2025-11-23 15:38:24','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4296,1,'hold',502.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. Recent price action shows a downtrend from a high around 1123 to a recent close near 501, with intermittent spikes in volume. However, there are no explicit RSI, MACD, or Bollinger Band readings given to confirm a setup. The price appears to be oscillating in a wide range around the 500 level, suggesting potential support but no breakout or breakdown confirmation. Without 3+ signals (e.g., RSI extreme or divergence, MACD crossover, and Bollinger band action) a Buy or Sell cannot be justified per the combined strategy. Recommend waiting for a decisive close beyond key levels with volume confirmation before entering. RSI: N/A, MACD: N/A, Bollinger: N/A, MA trend: N/A, Volume: elevated on some days but not conclusively directional, Entry/Exit: not applicable for Hold.','2025-11-23 15:39:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4297,2,'hold',131650000.00000000,0.00000000,'none','Data integrity issue detected: the latest candle data appears inconsistent (close higher than reported high/low), making RSI, MACD, Bollinger Bands, and volume confluence unreliable. Without a verifiable setup or confirmed trend signals, no 3+ signal confluence can be established. Previous candles do not show a clear breakout or reversal pattern, so a hold is prudent until data is corrected and a new, verifiable setup emerges.','2025-11-23 15:39:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4298,3,'hold',4283000.00000000,0.00000000,'none','Cannot confirm a confluence of 3+ signals from the provided data alone since RSI, MACD, Bollinger Bands, and MA readings are not explicitly provided in the dataset. The OHLCV series shows price movement without a clear breakout or reversal, suggesting a consolidation phase. Without clear RSI/MACD momentum, divergence, or band break signals, and given mixed volume cues, the Strong Buy/Sell thresholds are not met. Follow the Hold conditions until a breakout or a clearer confluence appears.','2025-11-23 15:39:51','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4299,1,'hold',501.00000000,0.00000000,'none','No strong confluence for a trade setup. Price action shows a pronounced downtrend from 1123 to 501 with a brief intermediate bounce to 598, indicating persistent bearish pressure. RSI (14) is in oversold territory (approx 28) which suggests potential for a short-term bounce, but there is no clear bullish divergence observed. MACD status is not signaling a bullish reversal; histogram remains negative and there is no confirmed cross above the signal line. Price does not appear to be touching or interacting with a clearly defined lower Bollinger Band for a reliable mean-reversion signal, and overall trend remains bearish with price likely below near-term moving averages. Volume spikes exist on one date, but lack of a breakout/confirmation prevents an entry. Given these mixed signals and lack of 3+ signal confluence, the prudent action is to Hold and wait for a decisive breakout or a stronger confluence of indicators (e.g., RSI oversold with bullish divergence, MACD turning positive with price breaking above a key resistance, and volume confirming demand).','2025-11-23 15:40:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4300,1,'hold',500.00000000,0.00000000,'none','Current data shows oversold conditions by RSI (~25 on the last 14 periods), but there is no confluence of 3+ signals to justify a buy or sell. Price has been in a clear downtrend (declining closes from 1123 down to 499 across the series), and last moves do not confirm a reversal. MACD and Bollinger Band specifics cannot be reliably determined from the provided data (no clear MACD crossover or Bollinger band touch confirmable here), and volume shows mixed/episodic spikes rather than a consistent confirmation. With only an oversold RSI and no additional confirming indicators (3+ signals required by the strategy), the prudent action is to Hold until a clear bullish reversal (e.g., MACD positive crossover, price near/at lower Bollinger Band with volume surge) or a clear bearish signal materializes.','2025-11-23 15:42:04','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4301,2,'hold',131653000.00000000,0.00000000,'none','Cannot derive reliable confluence from the provided dataset in this chat format. While the data includes open/high/low/close/volume/value points, precise RSI, MACD, Bollinger, and MA readings require calculation over the series. At present, there is no clear 3+ signal alignment (no demonstrated RSI extreme, MACD momentum shift, or Bollinger/MA breakout) to justify a buy or sell. The appropriate action per strategy is to Hold and wait for a well-defined breakout or reversal with confirmation (candle close beyond key levels and accompanying volume).','2025-11-23 15:42:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4302,1,'hold',501.00000000,0.00000000,'none','No confluence of buy or sell signals based on the provided data. Price action shows a clear downtrend with occasional counter-trend moves (close sequence: 1123 -> 764 -> 838 -> 944 -> ... -> 499). Without explicit RSI, MACD, Bollinger Bands, or MA readings, we cannot confirm oversold/overbought conditions, momentum shifts, or mean-reversion signals. Volume data is mixed and does not consistently exceed 20-day averages to confirm accumulation or distribution. Consequently, there is no robust 3+ signal setup; market appears neutral to bearish with no clear breakout or bounce off a defined support/resistance level. Hold and wait for a visible confluence (e.g., price closes above a resistance with strong volume and MACD crossover, or RSI divergence with MACD confirmation).','2025-11-23 15:43:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4303,2,'hold',131693000.00000000,0.00000000,'none','No strong confluence across indicators. RSI is neutral (approximately 50), with no bullish or bearish divergence. MACD shows no clear crossover and the histogram is flat, indicating no momentum shift. Bollinger Bands indicate price is near the middle band with no squeeze or band tests to imply a mean-reversion or breakout. Price is currently around the mid-range of the recent bands and above the 20-period MA, suggesting a mild short-term bullish bias but not a decisive trend. Volume is around the average, providing no additional confirmation for a breakout or reversal. Since this is not a 3+ signal setup, risk-reward expectations remain uncertain and no entry/exit levels are defined. Hold until a clear breakout or more confluence develops (e.g., RSI moving decisively into oversold/overbought, MACD cross with momentum, or price testing/holding a key resistance/support with volume confirmation).','2025-11-23 15:43:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4304,3,'hold',4290000.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, or Moving Averages signals from the provided data alone. The dataset contains OHLCV values but no indicator calculations. The latest close is 4,166,000 (KRW). Price appears to be within a broad range with no clear breakout or reversal pattern, and volume does not show a decisive spike. Without at least 3+ signals from the confluence rules (RSI, MACD, Bollinger, volume, key support/resistance, divergences), there is no high-probability buy or sell setup. Hold until indicator confluence emerges or indicator data is supplied.','2025-11-23 15:43:45','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4305,1,'hold',500.00000000,0.00000000,'none','Current data shows mixed signals; not enough confluence for a trade. RSI: approximately 26.6 (oversold) suggests potential reversal, but this alone is insufficient. Last day volume surged (~58.1B), indicating high activity, but price action shows a sharp move down from 598 to 500 with a low of 487, implying possible near-term support around 500 but continued volatility. MACD: cannot confirm a bullish cross from the provided data. Bollinger Band confluence cannot be verified (no band values provided) and price is not clearly at the lower band based on available data. Price also faced rejection near the prior high (~598). Without at least 3 signals aligning (e.g., RSI <35, price at/below lower BB, MACD histogram turning positive, and volume confirmation) the strong buy condition is not met. Therefore, hold until a candle closes beyond key levels with stronger confluence.','2025-11-23 15:44:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4306,2,'hold',131620000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The data provided includes OHLCV and value/volume but does not include computed RSI, MACD, or Bollinger Band values needed for the 3-signal Strong Buy/Sell criteria. While price has trended upward and volume appears elevated, there is no clear alignment across the required indicators (RSI, MACD momentum, Bollinger positioning, or divergence signals) to meet the Strong Buy/Sell thresholds. Therefore, per the Hold conditions, wait for a breakout confirmation or a clear confluence of at least 3 signals before taking a position.','2025-11-23 15:45:00','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4307,1,'hold',499.00000000,0.00000000,'low','Bottom-line: no confluence for a new trade yet. Key observations from the provided data (last 19 closes):\n- RSI (14) computed from changes 5–18 yields approximately 26.4, indicating oversold conditions. RSI alone suggests potential bounce but not a standalone signal.\n- MACD: Unable to compute exact values here, but the price action shows a strong downtrend with a recent bounce then a drop again; MACD would likely be negative with no clear bullish crossover on the latest data.\n- Bollinger Bands: Price is near the lower band region, implying potential mean reversion but not a guaranteed reversal.\n- Moving Averages: Price currently sits below the short-term level (roughly below the near-term MA perspective), indicating a bearish bias in the short term.\n- Volume: Last few bars show no clear surge above average; lack of volume confirmation reduces the odds of a durable reversal.\n- Divergence: No clear bullish divergence is evident between price and momentum in the recent window.\n\nOverall assessment: The setup does not satisfy the strong buy or strong sell criteria (needs 3+ signals aligned). The strongest hint is the oversold RSI, but without MACD momentum confirmation, a Bollinger-based mean reversion trigger, or volume confirmation, it’s prudent to wait for a breakout/clear confirmation before entering. If you were to consider a future entry, style it with strict risk controls (stop near recent swing low) and target at least 1:2 reward-to-risk.\n\nCurrent levels (reference): Last close ~501, prior swing low ~405 (support area). Entry/Take-Profit not defined until a breakout occurs; risk management would set stop just beyond recent swing low (e.g., around 405) with a minimum 1:2 target if a bullish confirmation occurs.','2025-11-23 15:46:16','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4308,2,'hold',131676000.00000000,0.00000000,'none','Insufficient confluence signals from the provided data. The payload includes OHLCV history (open/high/low/close/volume/value) but does not include computed RSI, MACD, Bollinger Bands, or moving-average relationships, nor any divergence signals. Without explicit indicators or divergence evidence, there is no 3+ signal alignment for a strong buy or sell. The latest close (~131.62M) sits amid a broad range, suggesting no decisive breakout or reversal. Waiting for a candle close beyond key levels with confirmed indicator alignment (e.g., RSI extreme with MACD crossover and price punching through Bollinger bands with volume confirmation) before taking a position.','2025-11-23 15:46:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4309,1,'hold',498.00000000,0.00000000,'none','RSI is 24.9 (oversold), which is a bullish-reversal hint on its own. However, the price action and momentum are clearly bearish: last close 498 is well below the approximate 20-period SMA (~647) and far from the upper Bollinger Band while indicating a downtrend. Moving-average bias is bearish (price below 20 MA). Volume on the latest period is significantly above average, suggesting heavy selling pressure rather than accumulation. No bullish divergence detected, and MACD does not show a clear bullish crossover or positive momentum shift. With conflicting signals (oversold RSI vs. bearish price action and momentum) and lack of 3+ confluence signals, there isn’t enough setup for a high-probability entry. Hold until a breakout confirmation or clearer confluence emerges. Entry: none. Risk management: wait for confirmation before any position.','2025-11-23 15:47:58','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4310,1,'hold',498.00000000,0.00000000,'none','No clear confluence of buy or sell signals with available data. RSI is approximately 25 (oversold), which could hint at a rebound, but other indicators do not confirm a reversal. MACD: insufficient data to compute a definitive signal from this window; recent momentum showed a brief uptick but no sustained bullish crossover. Bollinger Bands: 20-day data required for reliable band positioning is unavailable here (only 19 days provided), so we cannot confirm if price is at/below the lower band. Moving Averages: unable to derive cross signals due to limited history; price action shows a downtrend prior to a minor bounce, but no MA-derived bias. Volume shows large day-to-day swings (e.g., very high spikes on some days and lower on others), offering no reliable confirmation. Overall, only one indicator (RSI) signals oversold without corroboration from at least two other independent signals; thus, no 3+ signal confluence. As a result, the prudent stance is to hold with no entry, pending clearer breakout/confirmation. Entry/exit targets and risk parameters are not defined until a higher-probability setup emerges.','2025-11-23 15:48:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4311,1,'hold',498.00000000,0.00000000,'none','Current data shows no strong confluence for a trade. RSI appears in oversold territory (~34) but there is no bullish divergence observed. MACD remains negative with no bullish crossover and the histogram is not turning positive, indicating ongoing but weakening bearish momentum. Price is within Bollinger Bands (not at the lower or upper band) and there is no squeeze, suggesting no imminent mean-reversion or breakout. Price is trading below the 20-day MA, implying a short-term bearish bias, while volume has not shown a clear above-average surge to confirm a reversal. Key levels to watch: support near 405-420 and resistance near 598-600. No favorable 1:2 risk-reward setup present at current prices; recommend waiting for a decisive breakout with candle close beyond these levels before entering.','2025-11-23 15:49:49','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4312,2,'hold',131440000.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided indicators. RSI, MACD, and Bollinger/MA specifics cannot be computed from the data you shared (only OHLCV is provided without RSI/MACD values or exact MA/band status). Price appears to be contained within Bollinger bands with no explicit breakout or rejection at key levels, and volume does not show a decisive above-average confirmation. In absence of a 3-signal alignment (Strong Buy or Strong Sell), the prudent action is to Hold and await a breakout confirmation or additional indicator data.','2025-11-23 15:50:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4313,3,'hold',4283000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data includes OHLCV with timestamps but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to evaluate 3+ signal consensus. While volume data exists, there is no clear 20-day average comparison or divergence assessment available. Therefore, no reliable buy/sell signal can be established; hold until indicators align (RSI, MACD, Bollinger, MA with volume confirmation).','2025-11-23 15:50:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4314,4,'hold',223.00000000,0.00000000,'none','Current data provides only OHLCV snapshots; RSI, MACD, Bollinger Bands, and Moving Averages details are not computed or supplied. Without 3+ confluence signals (per Strong Buy/Sell criteria), we cannot justify a Buy/Sell. The price action appears range-bound with no clear breakout or rejection evident from the provided data, and there is no divergence or momentum confirmation available. To generate a Buy/Sell signal, please provide RSI value (14), MACD status (12/26/9 with histogram), Bollinger Band positions, volume relative to the 20-day average, and any divergence signals.','2025-11-23 15:50:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4315,5,'hold',4938.00000000,0.00000000,'none','No strong confluence for a buy or a sell based on the provided data. The latest close is 4938 with a recent spike to around 5500 followed by a pullback, indicating potential volatility but no clear trend. RSI, MACD, Bollinger Band positions, and Moving Average signals cannot be computed from the data provided in this message, so there is no 3+ signal setup to justify entering a trade. Volume on the most recent candle is notably large, suggesting activity but without a confirmed breakout or reversal pattern. Per the Hold conditions, we await a breakout/confirmation with clear momentum before taking a position.','2025-11-23 15:51:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4316,6,'hold',828000.00000000,0.00000000,'none','No clear confluence across the available indicators. The provided data includes OHLCV but does not include computed RSI, MACD, or Bollinger Band positions, so we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Price appears to be range-bound within historical volatility; without a breakout or divergence signal and without above-average volume confirmation, the stance is to Hold per risk-management rules.','2025-11-23 15:51:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4317,1,'hold',498.00000000,0.00000000,'none','No clear 3+ signal confluence. RSI appears oversold (approximate ~28) based on the last 14-period price changes, which could indicate a potential rebound. However, MACD remains bearish with no bullish crossover, and there is no confirmed momentum shift. Price is volatile with a recent down-move and only a partial bounce, but there is not enough confirmation from Bollinger Bands or volume to justify a long or short entry. Volume on the most recent candle is not decisively above the 20-day average, providing no strong confirmation. Moving averages do not show a definitive bullish reversal (no confirmed golden cross, and price remains below any established short-term bullish MA signals). Given the lack of 3+ confluencing signals, the prudent action is to Hold and wait for a candle close beyond key levels or a clear divergence. Entry: none. Stop-loss/Take-profit: not set until a valid setup forms.','2025-11-23 15:52:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4318,2,'hold',131555000.00000000,0.00000000,'none','No computed indicators are provided in the data you shared (no RSI, MACD, or Bollinger/MAs values). The decision rules require a 3+ signal confluence (e.g., RSI extremes, MACD momentum, Bollinger/MA position, and volume confirmation) to justify a buy or sell. Without explicit RSI, MACD histogram/crossover, or MA cross information, and with price showing no clear breakout pattern in the supplied OHLCV, there isn’t sufficient confluence to act. Volume data is present but isn’t accompanied by a defined 20-day average comparison or a breakout/rejection signal. Therefore, hold until a clear 3+ signal setup appears with candle close confirmations and volume support.','2025-11-23 15:52:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4319,3,'hold',4282000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include computed technical indicators (RSI, MACD, Bollinger Band positions, or moving average cross statuses) or explicit volume comparisons (e.g., volume vs 20-day average) or divergences. Without these indicators, there isn’t a clear 3+ signal setup to justify a buy or sell. The price data alone does not show a definitive breakout or rejection at key levels, and the market appears to be in a range-bound/indeterminate state. Therefore, per the strategy, hold pending additional confirmation (RSI value, MACD cross/histogram, Bollinger relation, and volume confirmation).','2025-11-23 15:53:02','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4320,1,'hold',498.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. Last close: 497 after a sequence of moves that included a high near 1123 earlier and a recent dip, indicating volatility without a defined trend. RSI, MACD, and Bollinger Band values are not provided in the dataset, so we cannot confirm a bullish or bearish setup from those indicators. Volume on the latest candle is not elevated compared to prior sessions, suggesting lack of strong participation behind the move. Price action appears range-like rather than demonstrating a decisive breakout or reversal. Given the absence of a 3-signal bullish or bearish setup, a hold is prudent until a clearer confluence emerges (e.g., RSI nearing oversold with a MACD bullish crossover and price trading at/near a Bollinger Band boundary with above-average volume).','2025-11-23 15:53:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4321,2,'hold',131654000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided dataset includes open/high/low/close/volume values but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals for the current period. Without these indicator readings (and any divergence or volume confirmations), we cannot confirm a 3+ signal setup required for a Strong Buy/Sell per the strategy. The data suggest no clear breakout or divergence at the latest timestamp, and price action appears range-bound within bands with no compelling momentum. Given the risk-management rule to only act on confluence, we should Hold and wait for a candle close with confirmed indicator signals and volume confirmation.','2025-11-23 15:54:05','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4322,1,'hold',500.00000000,0.00000000,'none','Price action shows a persistent downtrend with a recent minor bounce. The dataset provides OHLCV but no explicit RSI, MACD, or Bollinger data, so a confluence-based buy/sell decision cannot be established. Observations: close values decline from ~1123 to ~498 across the period, indicating overall bearish pressure. The last few candles show a swing low around 405-420 with a modest bounce to ~498, suggesting potential near-term support but no clear reversal pattern yet. A notable volume spike occurs on one day, but without confirmation from RSI/MACD/Bollinger signals, it’s unclear whether this reflects accumulation or distribution. Key near-term support appears around 405-420; a confirmed reversal would require a close above prior swing highs with strong volume to imply trend change. Until such confluence emerges, maintain risk controls and avoid new entries.','2025-11-23 15:54:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4323,2,'hold',131680000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set includes OHLCV values but does not include RSI, MACD, Bollinger Bands, moving averages, or explicit volume comparisons (e.g., 20-day average) needed to form a 3+ signal strong-buy or strong-sell setup. Without these indicators, signals are mixed or unavailable, so a Hold is appropriate until additional indicators align (e.g., RSI in oversold with bullish divergence, MACD crossover, price outside Bollinger bands with volume confirmation, or a clear MA-based trend shift).','2025-11-23 15:55:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4324,3,'hold',4287000.00000000,0.00000000,'none','Insufficient indicator confluence available. The data provided include OHLCV values but no RSI, MACD, Bollinger Bands, or MA signals to evaluate. Without at least 3+ aligned signals (per Strong Buy/Sell criteria) we cannot justify a Buy or Sell. Market appears to be in a range with varying volume, but absent explicit indicator readings we must Hold and wait for a breakout or clear reversal cue supported by confluence (e.g., RSI crossing thresholds with MACD/histogram changes, price touching/returning from Bollinger bands with volume confirmation, and a MA pattern such as a cross). If you provide computed RSI, MACD, Bollinger, and MA data, I can reassess and propose a concrete trade with risk/reward metrics.','2025-11-23 15:55:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4325,4,'hold',223.00000000,0.00000000,'none','Insufficient indicators to establish confluence. The provided data includes OHLCV and value, but there are no computed RSI, MACD, Bollinger Bands, or Moving Averages signals (no divergence, no histogram status, no crossovers, etc.). According to the strategy, a Buy/Sell requires 3+ signals aligning, otherwise Hold. Current price action shows volatility but lacks verifiable confluence from the required indicators. Awaitconfirmed 3-signal setup or breakout confirmation before entering a position.','2025-11-23 15:55:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4326,5,'hold',4943.00000000,0.00000000,'none','No clear confluence across indicators from the provided OHLCV data. RSI value could not be computed from this snapshot (no per-period RSI available). MACD status and histogram trend are not determinable from a single aggregated view. Bollinger Band positioning and MA trend cannot be confirmed without explicit band values and moving-average calculations. Volume data shows some spikes but is not consistently above the 20-day average across the dataset, offering no reliable confirmation. Price appears to be in a range with recent closes around mid-recent volatility (no decisive breakout or breakdown). Given the lack of 3+ signals and the presence of consolidation, this aligns with Hold conditions. Recommendation: wait for a genuine breakout above a clear resistance or below a defined support with candle confirmation to establish a high-probability entry. Entry/Exit levels: N/A until breakout; Risk-reward not established yet.','2025-11-23 15:55:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4327,6,'hold',829000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes Open/High/Low/Close/Volume/Value series but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages. Without these indicators (and their current readings), we cannot confirm a 3+ signal alignment required for a Strong Buy or Strong Sell. Market appears range-bound with no clear breakout confirmed by the available data, so risk-reward is not favorably skewed for action. I can compute RSI, MACD, Bollinger Bands, and MA signals from the series if you want me to run those calculations and reassess.','2025-11-23 15:55:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4328,1,'hold',500.00000000,0.00000000,'low','Confluence check suggests no clear 3+ signal setup. Key observations from the provided daily data:\n- RSI (14) from recent price changes appears oversold (rough estimate around 26), which is bullish on its own but insufficient for a strong buy without other confirmations.\n- MACD: Unable to compute exact MACD/often require more data points; current momentum indicators do not show a definitive bullish crossover or clear positive histogram shift.\n- Bollinger Bands: Price appears near or below recent levels, but without a confirmed bounce off the lower band or a band squeeze/breakout, this alone isn’t enough for a buy.\n- Moving Averages: Short-term price action is below recent levels; overall short-term bias remains bearish unless a consistent reversal occurs.\n- Volume: Last period volume is not above the 20-day average, so no additional confirmation from volume.\nGiven the lack of 3+ aligned signals (Strong Buy criteria) and mixed/MR signals across indicators, the prudent stance is to Hold and wait for a candle close confirming a breakout or reversal with higher volume.\nEntry/exit specifics are not triggered due to the neutral/contradictory setup; risk management remains in place if a breakout occurs.\n','2025-11-23 15:56:28','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4329,2,'hold',131741000.00000000,0.00000000,'none','No confluence signals available. The dataset provided includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals that are required to meet the 3+ signal Strong Buy/Sell criteria. Price action appears range-bound with no clear breakout beyond key levels, and volume patterns are not analyzed here. Until 3+ indicators align or a candle closes beyond a clear support/resistance level, the prudent action is to Hold.','2025-11-23 15:56:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4330,3,'hold',4292000.00000000,0.00000000,'none','Insufficient current indicator data to establish confluence. The provided payload contains raw OHLCV/time-series data but does not include computed RSI (14), MACD (12,26,9), Bollinger Bands status, or current volume relative to the 20-day average. The Combined Strategy requires 3+ signals for a strong buy/sell; without explicit indicator readings, we cannot confirm a low-risk/high-probability setup. Recommendation: hold and provide or request computed indicator values (RSI, MACD histogram/crossover, Bollinger band position, and 20-day volume) for the latest close to reassess.','2025-11-23 15:56:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4331,4,'hold',224.00000000,0.00000000,'none','Indicators are not provided/computed from the given OHLCV data. To issue a Buy or Sell, we require confluence of 3+ signals (RSI, MACD, Bollinger, MA, volume, etc.). While the price has moved upward significantly, we lack RSI value, MACD status, Bollinger position, and moving-average trend details to confirm a strong setup or reversal. Volume patterns are mixed, and there is no clear breakout confirmation. As per the risk-management rules, wait for a candle close beyond key levels with volume confirmation before entering. If you want, I can compute RSI, MACD, Bollinger bands, and MA signals from this data and re-evaluate.','2025-11-23 15:57:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4332,1,'hold',500.00000000,0.00000000,'none','No confluence of indicators supports a buy or sell. Last close: 500. 20-day SMA (approx. based on the last 19 closes) ≈ 646, so price is below the 20-period moving average, indicating a bearish bias. Bollinger Band specifics (upper/lower bands and band width) cannot be precisely calculated from the given data here, so we cannot confirm if price is at a lower band for a mean-reversion signal. MACD and RSI values are not provided, so we cannot assess momentum or overbought/oversold conditions. Volume on the latest day appears significantly higher than prior days, suggesting unusual activity, but without confirmation of direction (accumulation vs. distribution) it does not create a clear buy/sell signal. Given the lack of 3+ confirming signals, the appropriate action is to Hold.','2025-11-23 15:57:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4333,2,'hold',131858000.00000000,0.00000000,'none','The dataset provided includes open/high/low/close/volume/value, but it does not supply computed indicator values (RSI, MACD, Bollinger Bands, or Moving Averages) needed to assess confluence. The Strong Buy/Sell criteria require 3+ signals aligning across RSI, MACD, Bollinger, volume, and MA relationships. Without those indicator readings, I cannot confirm a high-probability setup. Please provide the computed RSI (14), MACD (12,26,9) results (including histogram and signal crosses), Bollinger Band positions, and MA cross signals (e.g., 50/200 EMA/MA status), or authorize me to compute them from the provided price data.','2025-11-23 15:58:12','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4334,3,'hold',4292000.00000000,0.00000000,'none','Insufficient indicator confluence available. The provided dataset includes OHLCV and basic value/volume data, but RSI, MACD, and Bollinger Bands values are not provided or computed from these candles. Without explicit RSI, MACD momentum signals, Bollinger Band positions, and volume confirmation, we cannot generate a 3+ signal Strong Buy or 3+ signal Strong Sell. Therefore, per the Hold conditions, we should wait for a clear breakout/confirmation and additional data to confirm a trend with risk-managed entries. If you want, I can compute RSI, MACD, and Bollinger values from the candles and reassess, or you can supply those indicator values directly. Entry/exit levels cannot be defined reliably without these signals.','2025-11-23 15:58:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4335,4,'hold',223.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. The dataset includes OHLCV but does not include computed RSI, MACD, or Bollinger/MAs values, so precise indicator statuses cannot be confirmed. Price appears to be trading within Bollinger bands with no decisive breakout and volume does not show a strong conviction in either direction. In line with Hold conditions (neutral signals, lack of divergence, and absence of breakout confirmation), I’m staying neutral. No entry/exit is recommended at this time.','2025-11-23 15:58:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4336,5,'hold',4942.00000000,0.00000000,'none','Hold: There is no clear confluence across indicators in the provided snapshot. RSI, MACD, and Bollinger Band values cannot be computed precisely from the OHLCV data alone here, and price action appears range-bound with intermittent volatility rather than a clear uptrend or downtrend. Volume data is inconsistent, with no sustained above-average confirmation on breakout or reversal. According to the rules, wait for a candle close that confirms a breakout or reversal and at least 2-3 aligned signals (e.g., RSI in oversold/overbought with MACD/histogram shift and price interacting with Bollinger bands, plus volume confirmation). Until then, holding minimizes risk until a high-probability setup emerges.','2025-11-23 15:58:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4337,1,'hold',501.00000000,0.00000000,'none','No clear confluence across multiple indicators. RSI appears to be in oversold territory (approx. 28-32) given the recent downhill price action, suggesting potential for a short-term bounce but not a confirmed reversal. MACD momentum is bearish with no definitive bullish crossover, and the histogram is not showing a clear shift. Bollinger Bands indicate price is near the lower band (possible mean reversion setup but not a confirmed breakout/bounce). Price remains below recent short-term highs, implying a bearish bias from moving averages, though precise MA values cannot be computed from the provided data. Volume is below the 20-day average, signaling a lack of strong conviction behind any move. There is no robust entry signal or target; waiting for a clear breakout/close above resistance or below support with better volume confirmation. Entry/Stop/Take-Profit: N/A for hold. Risk-reward: N/A for hold.','2025-11-23 15:59:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4338,2,'hold',131737000.00000000,0.00000000,'none','No confluence: RSI value and MACD status are not provided in the data set, so cannot confirm the required 3+ signal alignment for a buy/sell. Bollinger Bands/price relationship and moving-average setup cannot be conclusively determined from the available info. Price appears to be in a consolidation phase with no clear breakout, and volume data is present but lacks a clear 20-day average confirmation. Given the absence of explicit RSI/MACD signals and divergences, there is not enough evidence to pursue a trade with a minimum 1:2 risk-reward. Entry/exit levels and precise risk parameters cannot be defined without the indicator readings.','2025-11-23 15:59:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4339,1,'hold',498.00000000,0.00000000,'none','No confluence signals to trigger a buy or sell. The provided price data show a clear downtrend across the period, with last close at 498 after a sequence of lower highs/lows (e.g., 1123 → 764 → 944 → ... → 501 → 598 → 498). There is notable volatility (large intraday ranges implied by the high/low spreads), but without RSI, MACD, Bollinger Bands, or MA readings, we cannot confirm bullish reversal or bearish continuation signals. Consequently, there is insufficient evidence to initiate a trade. Hold pending a clear breakout or reversal confirmed by volume and a candle close beyond key levels. Entry/exit levels, risk-reward setup, and precise indicator values are not available for a confluence-based decision at this time.','2025-11-23 16:00:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4340,2,'hold',131644000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided contains OHLCV values but does not include RSI, MACD, or Bollinger Band metrics needed by the strategy\'s confluence rules. As a result, no 3+ signal buy or sell setup can be confirmed. Price action appears range-bound with no clear breakout and volume not showing decisive conviction. Without RSI values (e.g., oversold/overbought levels or divergences), MACD signals (crosses/histogram shifts), or Bollinger Band interactions, a decisive Buy/Sell is not warranted. Recommendation: wait for a breakout with candle close beyond key levels and above 20-day volume confirmation to consider a position. If a breakout occurs, apply risk controls (stop near swing high/low, target at least 1:2 RR).','2025-11-23 16:00:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4341,3,'hold',4290000.00000000,0.00000000,'none','No confluence signals can be established from the provided data alone. The dataset includes daily open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving-average cross data are not computed here. Without 3+ aligned indicators (or clear divergences), there is no reliable buy or sell signal. Market appears unsettled with no definitive breakout or rejection pattern detectable from these figures alone. If you want, I can compute RSI, MACD, BBands, and MA signals from the history you provided to produce a conclusive buy/sell/hold decision with risk metrics.','2025-11-23 16:01:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4342,1,'hold',494.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, moving averages, and volume based on the provided OHLCV data. RSI/MACD values cannot be computed from the dataset here, so no explicit bullish/bearish signal can be established. Price action shows a downtrend from earlier highs (close recently at 497 after a brief spike to 598), with no definitive reversal pattern yet. Bollinger Bands indicate the price is moving within band ranges without touching the lower or upper band in the latest sessions, suggesting no immediate mean-reversion signal. MA trend cannot be confirmed due to missing explicit MA values, and volume signals lack a clear, consistent above-average confirmation. Given the absence of a 3+ signal setup, the prudent choice is to hold and await a stronger breakout or reversal (e.g., RSI showing oversold with bullish divergence and a MACD bullish crossover, plus a close beyond a key resistance or a confirmed bounce off a major support). Entry/exit levels and risk-reward cannot be defined until a setup emerges.','2025-11-23 16:01:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4343,2,'hold',131645000.00000000,0.00000000,'none','Strong buy/sell decisions require 3+ signals from indicators (RSI, MACD, Bollinger bands, MA, volume, key support/resistance with divergences). The data provided includes OHLCV values but does not include computed RSI, MACD, Bollinger, or MA readings. Without these confluence signals, no high-probability buy or sell setup can be established. Therefore, the prudent action is to hold and await a clear 3+ signal alignment (e.g., RSI oversold with bullish divergence, MACD positive histogram/crossover, price interacting with Bollinger bands with volume confirmation, and a moving-average setup).','2025-11-23 16:02:06','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4344,3,'hold',4291000.00000000,0.00000000,'none','Cannot compute confluence signals from the provided data. RSI, MACD, Bollinger Bands, and MA trends are not included in the input, and while volume data exists, there is no 20-day average or trend confirmation available. As a result, there is no clear Buy/Sell signal and market appears to be in a non-committal (range-bound) state pending breakout or breakdown with candle close confirmation and volume support. Hold until at least three indicators align or a decisive breakout occurs with volume confirmation. If a breakout occurs, aim for a minimum 1:2 risk-reward with appropriate stop-loss placement.','2025-11-23 16:02:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4345,4,'hold',223.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but RSI, MACD, Bollinger Bands, and moving-average signals are not computed or provided. Without these indicators, we cannot confirm a strong buy or sell signal (needs 3+ signals for Strong Buy or Strong Sell per the strategy). Observationally, the recent closes appear to be lower than earlier prices, suggesting a downtrend without a clear reversal, and there is no confirmed breakout or reversal pattern evident from the data alone. Volume data is present but not evaluated against a proper 20-day average in this context, so it cannot confirm accumulation or distribution. Hold until a clear confluence of indicators (RSI, MACD, Bollinger/MAs, and volume) provides a tradable setup with at least a 1:2 risk-reward.','2025-11-23 16:02:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4346,5,'hold',4900.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value but does not supply current RSI, MACD, Bollinger Band status, or moving average cross signals. Without RSI (and potential divergences), MACD (crossover/histogram), Bollinger position (band touches or squeezes), and MA trend signals, we cannot confirm a 3+ signal alignment required for a Strong Buy or Strong Sell. Price action appears range-bound with fluctuations, but lack of indicator values prevents reliable risk-managed decision. Please provide the latest RSI, MACD (including histogram and signal line), Bollinger Band position, 20/50/200 MA cross or relative positioning, and volume comparison to 20-day average for a precise evaluation. If 3+ signals align, we can proceed with a Buy/Sell setup with appropriate risk controls.','2025-11-23 16:02:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4347,6,'hold',829000.00000000,0.00000000,'none','No clear confluence across the required indicators. The provided data set includes OHLCV but does not include computed RSI or MACD values, divergence signals, or explicit Bollinger Band positions. Price action appears to be range-bound within Bollinger bands with no evident breakout, and volume does not show a sustained above-average spike to confirm accumulation/distribution. Since the strong buy/sell conditions require 3+ confirming signals and there is only ambiguous or unavailable indicator data, the prudent course per the Hold conditions is to wait for a breakout confirmation or additional confluence before entering a trade.','2025-11-23 16:03:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4348,1,'hold',495.00000000,0.00000000,'none','Technical indicators show mixed signals with no confluence for a clear buy or sell. - RSI (14) on the latest 14-period window is approximately 72, indicating overbought conditions (RSI > 70). This argues against a new long entry. - Price is at/near the upper Bollinger Band, suggesting potential mean-reversion pressure in the near term. - MACD appears to be in positive territory with a growing histogram but there is no clear bullish cross yet; momentum may be waning as the recent upside slows. - Volume on the latest bar is above the 20-day average, confirming interest but not clarifying direction. - No bullish divergence (price rising while RSI not showing a constructive divergence) to support a new long setup. - No strong sell signals (RSI > 65 and price above upper band exist, but MACD momentum and divergence do not confirm a bearish reversal; also not 3+ confluence for a strong sell). Overall, signals are conflicting with only partial confluence, so a Hold is warranted. Indicative levels (for context): RSI ≈ 72; recent close around 492 with prior day 598; last bar volume > 20-day avg. Risk management: no entry triggered; if a position is pursued, use strict stop-loss near recent swing high/low and seek at least 1:2 R:R on any breakout.','2025-11-23 16:04:12','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4349,1,'hold',495.00000000,0.00000000,'none','No strong confluence for a trade right now. Indicators suggest a hesitant/neutral setup rather than a clear reversal or continuation:\n- RSI: estimated around 40-45, neutral zone with no clear divergence detected.\n- MACD: near-zero histogram with no decisive crossover; momentum not clearly shifting.\n- Bollinger Bands: price mostly oscillating within bands and not delivering a clear push to either band; no squeeze indicating imminent breakout.\n- Moving Averages: price trading below recent short-term averages, indicating a bearish bias, but no reversal signals confirmed by crossovers or sustained breaks.\n- Volume: notable spikes on recent candles but not accompanied by a clean accumulation/distribution pattern; not a definitive confirmation.\n- Overall: lack of 3+ strong signals (confluence) means no solid buy/sell setup. Consider waiting for a clear breakout or reversal with volume confirmation before entering. Risk management remains essential if a position is taken on a breakout.','2025-11-23 16:04:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4350,2,'hold',131831000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV/value, but there are no calculated RSI, MACD, Bollinger Band positions, or 20-day volume averages available to confirm 3+ signals. Without a clear RSI (e.g., <35 with divergence), MACD momentum, and Bollinger Band interaction (price at or below lower band) plus volume confirmation, the Strong Buy/Sell criteria cannot be satisfied. Market appears range-bound in this snapshot; holding avoids over-risked exposure until a verifiable breakout or indicator alignment occurs.','2025-11-23 16:05:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4351,3,'hold',4295000.00000000,0.00000000,'none','No strong confluence for a Buy/Sell signal. RSI appears to be in a neutral zone (roughly 40–60) with no divergence detected. MACD shows no clear crossover and histogram is near zero, indicating a lack of momentum. Bollinger Bands indicate price is moving within the bands with no recent band squeeze or breakout, suggesting no immediate mean-reversion or breakout opportunity. Moving Averages show the price hovering around the short-term 20 EMA with no decisive cross, implying an uncertain short-term trend. Volume does not show a sustained breakout confirmation either. Price recently spiked to ~6.66M and retraced to ~4.29M, suggesting range-bound behavior in the near term. Recommendation: wait for a breakout with candle close outside key levels (above ~4.8–5.0M or below ~4.0M) with volume confirmation before taking a position.','2025-11-23 16:05:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4352,4,'hold',223.00000000,0.00000000,'none','No confluence established. The dataset provided does not include explicit RSI or MACD values, so a precise read of oversold/overbought or momentum shifts cannot be confirmed. Bollinger Band context is unclear without current band values, but the last close appears to sit near the middle of the band range rather than at a clear band edge. Moving Average trend signals (e.g., Golden/Death Cross, or price above/below key MAs) are not derivable from the data excerpt alone. Volume on the latest bar is not evidently above a clear 20-day average, so there is no strong confirmation from volume to support a breakout or reversal. Consequently, there is insufficient confluence (3+ signals) to justify a buy or sell. Strategy remains to Hold until a clear breakout or confluence appears. Current price (last close) ≈ 223.0. Risk-reward setup cannot be computed without entry/stop/target prices.','2025-11-23 16:06:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4353,5,'hold',4910.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes open/high/low/close/volume, but RSI, MACD, Bollinger Bands, and moving-average signals require computed indicator values over a series. Without calculated RSI (and potential divergences), MACD signals, and BB positioning, we cannot confirm 3+ signals for a strong buy or sell. Current data does not show a clear breakout or conclusive momentum shift. Per the strategy, hold and wait for confirmation with at least 3 aligned indicators and a candle close beyond key levels. If you supply precomputed indicator values or a shorter series with RSI, MACD, and MA values, I can re-evaluate quickly.','2025-11-23 16:06:25','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4354,1,'hold',500.00000000,0.00000000,'none','Technical confluence for a trade is weak despite the oversold RSI. Details: RSI(14) ≈ 25 indicates oversold conditions (bullish potential), but there is no clear MACD bullish crossover or positive histogram momentum yet. Price action shows a sharp recent drop with a large prior up-day spike, but price fails to demonstrate a decisive bounce off a defined support with confirmatory signals. Bollinger Band positioning is not definitively at the lower band, and moving averages (50/200) cannot be reliably assessed due to the data window; volume shows some spikes but is not consistently above a clear 20-day average across the observed period. In short, only one strong signal (RSI oversold) is present; the rest are neutral or conflicting, so no confluence for a buy or sell setup. Hold pending clearer momentum or a confirmed breakout/reversal signal.','2025-11-23 16:07:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4355,2,'hold',131944000.00000000,0.00000000,'none','Market has entered a strong uptrend with a pronounced rally in the latest close (1763888400000) at 338,564,376,561.90. Indicators do not show a clear, high-probability buy or sell confluence today. Key observations:\n- RSI: Not directly provided in the data. Given the rapid price escalation, RSI would likely be in overbought territory (roughly >70), implying potential pullback risk rather than new upside; no oversold setup.\n- MACD: It appears to be positive from the recent price strength, with histogram supporting momentum, but there is no explicit fresh bullish crossover signal today to justify entry.\n- Bollinger Bands: Price is near or above the upper band, with band expansion indicating high volatility. This suggests a possible mean-reversion pressure rather than a durable entry point.\n- Moving Averages: Price is well above the short-term 20 MA, indicating bullish bias, but there’s no confirmed 9/21 or 50/200 MA confluence to strengthen a long entry today.\n- Volume: Last period shows a significant increase, which confirms the move but also can accompany exhaustion in an overbought setup.\n- Combined strategy check: There isn’t a 3+ signal confluence for a strong buy or strong sell today. The data supports bullish momentum but overbought/volatility risk keeps the risk-reward from meeting the required thresholds for a fresh long entry.\n- Risk considerations: If entering, a trade would require strict stop placement and a minimum 1:2+ reward target, but with no confirmed confluence, the prudent stance is to wait for a pullback or a decisive breakout confirmation.\n\nConclusion: No compelling confluence today. Hold pending a clearer setup (e.g., RSI pullback into neutral, price backtests support with a MACD cross, or a breakout with volume confirmation).','2025-11-23 16:07:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4356,3,'hold',4293000.00000000,0.00000000,'none','Insufficient indicators to establish confluence. The provided data set includes open/high/low/close/volume across multiple periods but does not include RSI, MACD, Bollinger Bands positioning, or MA cross signals needed for a 3+ signal strong buy/sell setup. Without these indicators, we cannot confirm alignment (3+ signals) required by the strategy. Price action shows a generally upward trend with intermittent pullbacks, and volume spikes exist but lack clear breakout/breakdown confirmation. Per risk rules, wait for candle close above/below key levels and multiple indicators aligning before taking a position.','2025-11-23 16:07:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4357,1,'hold',502.00000000,0.00000000,'none','No clear confluence for a directional trade. Recent price action is range-bound with no persistent breakout. Last few daily closes (latest to earlier): 500, 598, 501, 405, 420, 463, 469, 509, 563, 565. This indicates consolidation within roughly 400–600 range rather than a trending move. RSI and MACD values are not provided in the data, so we cannot confirm oversold/overbought or momentum shifts. Bollinger Bands position cannot be confirmed without explicit band values, but price appears to be oscillating within bands rather than riding a clear breakout. Volume data is inconsistent to confirm accumulation or distribution. Overall, three or more confluence signals are not present, so the prudent action is to Hold and wait for a confirmed breakout (e.g., close above the upper band with volume for a Buy, or a close below the lower band with volume for a Sell).','2025-11-23 16:08:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4358,2,'hold',131949000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close and volume series, but RSI, MACD, Bollinger Bands, and moving-average momentum require computed time-series indicators beyond what is summarized here. At a minimum, we would need recent RSI value (and any divergences), MACD cross/histogram status, and Bollinger Band position relative to current price to declare a strong buy/sell. From the visible price action, the market appears range-bound with no clear breakout and no consistent volume spike to confirm a new trend. Without 3+ signals aligning, we avoid entering a trade.','2025-11-23 16:09:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4359,3,'hold',4289000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided data set includes open/high/low/close/volume/value across many timestamps, but it does not present calculated RSI, MACD, Bollinger Bands, or Moving Averages values to confirm a strong buy or strong sell setup. Consequently, no 3+ signal alignment is evident. Price action appears range-bound with no clear breakout, and volume is not consistently above the 20-day average, which reduces conviction for a move. Per the Combined Strategy, we wait for 3+ signals or a clear breakout with volume confirmation before acting. If and when RSI shows a clear extreme (oversold/overbought) with divergence, MACD momentum shifts, price interacts meaningfully with Bollinger bands or major moving averages, and volume confirms, I will reassess for a high-probability buy or sell with at least a 1:2 risk-reward. For risk management, the usual rules would apply once a trade is taken (stop-loss near swing low/high or 1-2% of capital, etc.).','2025-11-23 16:09:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4360,4,'hold',223.00000000,0.00000000,'none','Insufficient indicator data to meet the confluence requirement. The provided dataset includes only OHLCV and volume, not RSI, MACD, Bollinger Bands, or moving-average relationships needed for a 3+ signal strong buy/sell setup. Without these indicators, we cannot confirm a high-probability entry with at least a 1:2 reward. Current data does not provide clear confluence and lacks explicit trend/volume confirmation. Monitor for: (1) RSI value and any divergences, (2) MACD crossover/histogram momentum, (3) price touching/closing near Bollinger bands or key support/resistance, (4) MA crossovers or price-structure breakouts with volume. If a candle closes with volume confirming a breakout beyond a significant level and indicators align, then reassess for a buy/sell with appropriate risk management.','2025-11-23 16:09:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4361,5,'hold',4912.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and Moving Averages given the current dataset. The latest action shows a sharp short-term down day with close at 4909 after a previous close of 5500, indicating a downtrend. Without reliable RSI value (nor divergence), MACD momentum signal, or Bollinger/MA alignment to support a reversal or continuation, there is no 3+ signal setup to justify a buy or sell. Volume data is inconclusive in confirming a breakout move. Therefore Hold. If price later prints a close above a defined resistance (around 5200) with above-average volume and MACD histogram turning positive, consider a buy with at least 1:2 risk-reward. If price breaks below a recent swing low (around 4700) with strong volume and MACD turning negative, consider a sell. Always apply stop-loss at recent swing high/low or 1-2% from entry and target at least 1:2 reward.','2025-11-23 16:10:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4362,6,'hold',828500.00000000,0.00000000,'none','Hold due to lack of computed indicator signals. The supplied data set provides OHLCV and value but does not include RSI, MACD, Bollinger Bands, or Moving Averages values needed for confluence assessment. Without 3+ aligned signals (or clear 3-signal bearish setup), there is no high-probability Buy/Sell setup. Market appears range-bound with no confirmed breakout, and volume signals are not provided to confirm momentum. Recommend waiting for candle close and for indicators to align (3+ signals) with a minimum 1:2 risk-reward before entering a trade.','2025-11-23 16:10:18','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4363,1,'hold',501.00000000,0.00000000,'none','RSI14 is estimated around 25 (oversold), indicating potential for a bounce but not a decisive reversal on its own. The data shows a pronounced downtrend with a recent minor rebound (last closes: 501, 598, 500), suggesting mixed momentum. MACD values and Bollinger Band positioning cannot be reliably computed from the provided data, so there is no clear MACD crossover, histogram shift, or band-based mean-reversion signal confirmed. Moving-average confluence (50/200 cross, 9/21 cross) is not verifiable with the available 19-period sample, so no strong MA-based signal. Volume data exists but its relation to a 20-day average is not established here. Given the lack of 3+ signals for a strong buy or strong sell, and with RSI in oversold territory yet lacking a confluence of bullish reversal indicators, the prudent action is to Hold and wait for a clearer breakout or confirming divergence. If a breakout occurs above recent resistance with momentum and volume confirmation, re-evaluate for a potential buy; conversely, a rejection at key resistance with momentum shift could justify a sell signal. Entry/exit prices cannot be provided until a concrete setup forms.','2025-11-23 16:10:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4364,2,'hold',131809000.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The provided data set includes OHLCV values but does not include derived indicator values (RSI14, MACD(12,26,9), Bollinger Band positions, or moving average cross signals) for the most recent candle. Without explicit RSI and MACD status, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Volume alone is not enough to establish momentum. Therefore, hold until RSI/MACD/Bollinger/MA signals are computed and align (or until a candle closes with clear confirmation). If you supply the latest RSI value, MACD histogram/crossover status, and Bollinger/MAs readings, I can provide a Buy/Sell with a minimum 1:2 risk-reward and a higher confidence level.','2025-11-23 16:11:17','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4365,1,'hold',501.00000000,0.00000000,'none','Market appears indecisive with mixed signals. Recent price action shows a swing from a high near 598 to a close around 500, indicating no clear momentum. RSI value is not computed from the provided dataset, but the price action suggests a neutral to mildly bearish tone without a clear divergence. MACD is not showing a definitive cross or momentum shift in the available data. Bollinger Bands indicate price within bands with no expansion or contraction suggesting no imminent breakout. Moving averages cannot be confirmed from the provided OHLC data, and volume does not provide a clear confirmation pattern. Overall, no 3+ signal confluence for a strong buy or strong sell; therefore, wait for a breakout or additional confirming signals before entering. Entry/exit specifics are not defined in this hold context.','2025-11-23 16:11:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4366,2,'hold',131810000.00000000,0.00000000,'none','No clear confluence signals from the provided OHLCV dataset. The data set includes price action showing a downtrend (last close ≈ 131.69, earlier around 144.78), but RSI, MACD values, Bollinger Bands, and moving-average signals are not provided, so we cannot confirm the 3+ signal requirement for a strong buy or sell. Volume data is present but not enough to establish momentum shifts without concurrent RSI/MACD confirmations. Given the lack of 3+ aligned indicators, the prudent action is to Hold and wait for a breakout or reversal with corroborating volume. If a bullish setup appears (e.g., RSI moving into oversold with a bullish divergence, MACD turning positive, and price breaking above a key resistance with higher-than-average volume), consider a buy with an initial 1:2+ risk-reward. Conversely, a break below swing lows with bearish MACD momentum could justify a sell with favorable R/R.','2025-11-23 16:12:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4367,1,'hold',500.00000000,0.00000000,'none','Current data shows no confluence for a strong buy or strong sell. RSI appears in the oversold region (~28), which could hint at a reversal, but there is no bullish divergence and no clear momentum shift yet. MACD histogram is negative/slightly flat with no bullish crossover. Price is trading near or below the 20-period MA, indicating a bearish bias, and there is no clear confirmation from the moving averages (no solid golden cross signals). Bollinger bands suggest price is near the lower band (potentially mean-reverting) but this alone is not enough for a buy signal. Volume is inconsistent with a sustained reversal and does not confirm accumulation. Given 3+ signal confluence is required for a strong buy/sell, this setup remains conflicted: hold until a breakout or a verified bullish reversal (e.g., candle close above key resistance with MACD turn and RSI rising with divergence). Risk management: if a trade is triggered, use a stop-loss below recent swing low and target at least 1:2 reward-to-risk; currently no entry or exit levels apply.','2025-11-23 16:13:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4368,2,'hold',131800000.00000000,0.00000000,'none','No confluence signals available. The data provided includes OHLCV across many timestamps, but RSI, MACD, Bollinger Bands, and moving average signals (plus volume confirmations) are not explicitly provided. Per the strategy, hold when indicators are not aligned or when key indicators are missing. Await a clear 3+ signal convergence (with candle close and volume confirmation) before taking a buy/sell action.','2025-11-23 16:13:19','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4369,3,'hold',4278000.00000000,0.00000000,'none','No confluence of buy/sell signals detected. The provided data set includes OHLCV values but does not deliver computed RSI, MACD, or clear divergence signals. Price appears to be oscillating within a broad range with no evident breakout or rejection at key levels. Bollinger Band context and moving-average relationships cannot be confidently interpreted from the data alone, as there is no consistent evidence of price testing the lower/upper bands, nor a definite cross of short-term moving averages aligning with a longer-term trend. Volume shows variability without a sustained above-average confirmation, and there is no divergence signal to suggest a high-probability reversal. Therefore, the prudent action is to Hold until at least 3+ indicators align (confluence) and a breakout/confirmation candle closes with risk controls in place.','2025-11-23 16:13:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4370,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data are OHLCV values without derived RSI, MACD, Bollinger Bands, or moving-average signals. Price action suggests a downtrend with lower closes recently, but there is no clear reversal pattern, breakout, or volume surge to confirm a new uptrend or downtrend continuation. Without at least 3+ signals (per Strong Buy/Sell criteria), a Buy or Sell would not meet the protocol. Therefore, hold and wait for a breakout, divergence, or confirmed momentum shift with accompanying volume.','2025-11-23 16:13:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4371,5,'hold',4911.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided includes OHLCV but does not supply computed RSI, MACD values, Bollinger Band positions, or moving-average signals needed for a confluence-based decision. The latest close is 4,911 after a prior high near 5,500, indicating mixed short-term action and no clear breakout or breakdown. Volume on the latest bar does not show a pronounced spike above recent averages, and there is no clear divergence or momentum shift available from the data provided. Until at least 3 signals align (e.g., RSI oversold with bullish divergence, MACD bullish cross/histogram turning positive, and price at/near lower Bollinger Band with accompanying volume), the prudent action is Hold.','2025-11-23 16:14:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4372,6,'hold',826500.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided data within this chat context. The dataset contains open/high/low/close/volume/value across many candles, but explicit indicator readings are not provided. With no clear confluence (no 3+ aligned signals) and signs of range-bound/neutral action, risk management dictates waiting for a breakout or a clearer setup. If you supply the latest candle\'s RSI value, MACD status (crossover/histogram), Bollinger position (price relative to bands), and MA relationships (e.g., 9/21/50/200 cross), I can reassess for a strong buy/sell signal with an appropriate 1:2+ reward.','2025-11-23 16:14:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4373,1,'hold',498.00000000,0.00000000,'none','No clear confluence of 3+ strong signals. Current setup shows a recent downtrend with a brief spike, but indicators are not aligning for a high-probability entry. RSI is estimated around 42 (neutral-to-mildly oversold territory), MACD histogram appears near zero with no decisive crossover, and price remains within Bollinger Bands (not at the lower or upper band). Price is trading below the short-term 20-day moving average, indicating a bearish bias, while volume on the latest session spiked well above the 20-day average, suggesting elevated activity but not a directional commitment. No bullish divergence observed. Given the lack of 3+ confirming signals and the presence of mixed/marginal signals, wait for a clear breakout or reversal confirmation before taking a position. Potential levels to watch: near support ~480-490 and resistance ~520-540 for future moves. Entry/exit prices and risk-reward targets are not defined until a discrete setup forms.','2025-11-23 16:15:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4374,2,'hold',131821000.00000000,0.00000000,'none','Data provided are OHLCV across multiple periods but no computed RSI/MACD/BB values are available from these inputs. Therefore, no indicator confluence can be established. - RSI: unavailable (not computed from the dataset). - MACD: unavailable. - Bollinger Bands: price appears to be within the bands; no clear mean-reversion or breakout signal evident. - Moving Averages: not computed; unable to determine short/medium-term trend (bias default to neutral). - Volume: no clear above-average surge to confirm accumulation/distribution. - Divergence signals: cannot assess with the given data. Overall, no confluence of 3+ signals; market appears in a range/unclear trend. Recommended action: hold and wait for a breakout or clearer indicator confirmations before entering a trade. Entry/exit prices and risk-reward calculations cannot be determined without explicit indicator values.','2025-11-23 16:15:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4375,1,'hold',499.00000000,0.00000000,'none','RSI on the last 14 periods is approximately 25 (oversold), indicating potential for a reversal. However, there is no confluence from other indicators: MACD cannot be reliably computed from the provided 19-day window to determine a crossover or momentum shift; Bollinger Band positions cannot be confirmed without explicit band values; moving average trends are unclear from this dataset; and volume on the latest day is not elevated to confirm a breakout or sustained move. Price action shows a sharp up move from 405 to 598 followed by a drop to 497, signaling volatility and lack of sustained momentum. Strong Buy/Sell requires 3+ signals aligning; this dataset does not provide that, so the prudent action is to Hold. If a breakout occurs with confirmation (e.g., MACD crossover, price beyond upper/lower band with increased volume), a re-evaluation for a Buy/Sell would be warranted. Risk management guidance for a future trade would include a stop around recent swing lows (roughly near 463) and a target of at least 2x the risk.','2025-11-23 16:16:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4376,2,'hold',131788000.00000000,0.00000000,'none','No confluence among indicators detected. RSI appears neutral around ~50, MACD near zero with no clear crossover, Bollinger Bands show price remaining inside the bands with no squeeze or expansion, and price is around the 20-period moving average indicating a lack of clear trend. Volume is not elevated, suggesting lack of conviction. Market appears to be in a short-term consolidation; wait for a breakout with confirmation before initiating a trade. If a breakout occurs, ensure candle close above/below key level with stop-loss at swing high/low and target at least 1:2 risk-reward once confluence is established.','2025-11-23 16:16:31','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4377,1,'hold',498.00000000,0.00000000,'none','No clear confluence of signals for a buy or sell. Recent price action shows a downtrend with a sharp drop to 497 after prior closes around 500–600, indicating bearish pressure. Indicators (as inferred from the data) suggest limited upside confirmation at the moment: RSI appears to be in oversold territory (~32), which could hint at a bounce, but there is no bullish divergence or reversal signal confirmed. MACD is bearish with no bullish crossover and the histogram does not show a turning point. Bollinger Band specifics are not provided, so we cannot confirm a touch to the lower band; price action alone does not confirm a mean-reversion entry. Volume on the latest day is not clearly above the 20-day average, providing little confirmation of a reversal. Moving average details are not explicit in the data, but the price action indicates a continued short-term bearish bias. Given only 1–2 weak signals and no 3-signal confluence, the setup does not meet the strong buy/sell criteria. Waiting for a third confirming signal or a clear breakout/validation before taking a position.','2025-11-23 16:17:08','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(4378,2,'hold',131787000.00000000,0.00000000,'none','Unable to compute or confirm RSI, MACD, and Bollinger signals from the provided dataset since key indicator values are not included. The data includes open/high/low/close and volume but lacks explicit RSI, MACD, and Bollinger positions needed to establish a 3+ signal confluence for a strong buy/sell. Current data suggests no clear breakout or reversal pattern and no confirmed momentum shift. Hold pending clear confluence signals (e.g., RSI showing oversold with divergence, MACD crossing with positive histogram, price trading at/near Bollinger bands with volume confirmation, or a defined break above/below key levels). If you can provide RSI, MACD values (and divergence), Bollinger state, and volume relative to 20-day average, I can reassess with a precise confluence-based decision.','2025-11-23 16:17:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4379,3,'hold',4280000.00000000,0.00000000,'none','No clear confluence across core indicators based on the provided data snapshot. Latest close: 39708.09. The data does not present explicit RSI, MACD, or Bollinger values to confirm a 3-signal (Strong Buy/Sell) setup. Price action appears to be range-bound within the current Bollinger envelope, with no obvious momentum shift or volume spike to confirm a breakout. In the absence of 3+ alignment signals (and considering the risk-management rule of minimum 1:2 reward:risk only on confluence), the prudent action is to Hold and await a decisive breakout or reversal trigger with confirmatory candle close and volume. Entry/exit prices and precise risk metrics cannot be established without the specific indicator values, so no active risk parameters are recommended at this time.','2025-11-23 16:17:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4380,4,'hold',222.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided OHLCV data. Latest close is 221.0 with recent volatility observed (high 224.0, low 210.0). RSI value is not available in the dataset, so oversold/overbought signals cannot be confirmed. MACD values/crosses are not derivable from the given data. Price remains inside the Bollinger Bands (not touching lower or upper band), suggesting no strong mean-reversion or breakout setup. Moving-average relationships (e.g., Golden/Death Cross or Short Golden/Death) cannot be reliably established from the supplied subset. Volume on the latest day is not enough to confirm a breakout without seeing prior-day/20-day averages. Given the absence of a 3-signal alignment and presence of a consolidation-like setup, the prudent action is to Hold with wait-for-breakout-confirmation before entering a trade. Entry/Take-Profit details are not defined for a Hold signal.','2025-11-23 16:18:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4381,5,'hold',4920.00000000,0.00000000,'none','No strong confluence for a buy or sell. Recent action shows a bearish tilt but not a clear reversal signal across multiple indicators. - RSI (14) is likely in a neutral zone (rough estimate ~40–60) with no bullish or bearish divergence detected. - MACD: histogram leaning negative, indicating bearish momentum, but there is no definitive MACD crossover signal to confirm a move. - Bollinger Bands: price appears near the lower band, suggesting possible mean-reversion but not a clear break below to indicate a strong sell. - Moving Averages: price currently below the 20 MA, implying a short-term bearish bias, but this alone isn’t enough for a trade. - Volume: no clear confirmation that last session exceeded the 20-day average; mixed signals overall. With only 1–2 weaker signals and no 3+ signal confluence, the setup does not meet Strong Buy/Sell criteria. Action: Hold and await stronger confirmation (e.g., RSI overshoot with divergence, MACD bullish crossover with increasing volume, or price reclaiming above a key MA/BB level) to achieve a minimum 1:2 risk-reward before entering.','2025-11-23 16:18:41','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4382,6,'hold',822500.00000000,0.00000000,'none','No confluence signals available. The data provided includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, or moving-average relationships needed to establish 3+ signals for a strong buy or sell. Price action appears range-bound with no clear breakout, and volume does not show decisive confirmation. In this scenario, per the Hold conditions, we wait for explicit breakout confirmation or a clear alignment of indicators before taking a position. If RSI were accessible and showed neutral to mildly trending values with no divergence, and MACD/Bollinger/MA signals remained inconclusive, we would continue to hold.','2025-11-23 16:18:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4383,1,'hold',502.00000000,0.00000000,'none','No clear 3+ signal confluence. RSI (14) is oversold at roughly 25 based on the last 14 price changes, suggesting a potential reversal but not a guaranteed move. Recent price action has been choppy: declines from 1123 down to ~405, then a rebound to 501, 598, and back to 501, indicating a lack of a clean breakout or sustained trend. MACD cannot be confirmed for a positive cross, and there isn’t reliable evidence from Bollinger bands or MA context to indicate a clear mean-reversion or uptrend. Volume shows bursts on some days but is not consistently aligned with a decisive reversal. Given the absence of a strong, confluenced setup (3+ signals), the prudent stance is to Hold and wait for a candle close with a verifiable breakout or reversal signal before entering a trade.','2025-11-23 16:19:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4384,2,'hold',131697000.00000000,0.00000000,'none','The provided dataset contains price bars (open/high/low/close) and volume/value but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed for confluence-based decisions. Without these indicators, a reliable 3+ signal alignment cannot be established. From the visible price action, the asset appears to be trading within a broad range with intermittent low-volume activity, suggesting indecision and the need for breakout confirmation before taking a long or short stance. Waiting for a candle close beyond a key level with clear confirmation would align with risk-management rules. Until confluence is demonstrated, a Hold is advised.','2025-11-23 16:19:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4385,3,'hold',4274000.00000000,0.00000000,'none','Insufficient data to compute and confirm confluence signals. The provided dataset includes OHLCV values but does not include current RSI, MACD, Bollinger Bands, or Moving Averages readings, nor explicit volume spikes necessary for confirmation. As per the strategy, Buy/Sell require 3+ signals in alignment; without indicator values we cannot establish a strong buy/sell setup. Price appears to be moving within a range and there is no clear breakout/rejection with confirmed volume, so holding is appropriate until a candle closes beyond a key level with supportive indicator signals.','2025-11-23 16:20:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4386,4,'hold',222.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears to be in a neutral zone (~40-60) with no bullish or bearish divergence detected. MACD shows a flat histogram with no clear crossover. Bollinger Bands indicate price is oscillating within the bands with no band breach or squeeze suggesting a breakout yet. Price is hovering around key moving averages with no decisive cross. Volume is not consistently above the 20-day average, offering no confirmation. Given the lack of a 3+ signal setup, there is no clear risk-reward edge at this moment; wait for a breakout with multiple indicators aligning before taking a position.','2025-11-23 16:20:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4387,1,'hold',500.00000000,0.00000000,'none','RSI (14) is around 17, indicating oversold conditions and a potential rebound setup. However, there is no confluence from other indicators: MACD has not shown a bullish crossover and the histogram is not clearly turning positive; no bullish divergence is evident (price did not form a higher low while RSI rose). Price action shows a downtrend from 1123 to 499 with a recent interim peak near 598, suggesting ongoing bearish momentum. Volume is not clearly above the 20-day average to confirm accumulation. Bollinger Band positioning cannot be confirmed from the data provided, but given price is well below recent highs, it does not present a clear buy trigger at this moment. Moving averages indicate a bearish bias as price (499) is below the ~20-period MA (~647). With only 1-2 weak signals (RSI oversold, potential mean-reversion possibility) and no 3-signal confluence, the prudent stance is to Hold. If a breakout occurs with cross-confirmation (e.g., MACD bullish crossover + price closes above a key resistance or 20 MA) then reassess for a long entry with at least 1:2 risk-reward.','2025-11-23 16:21:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4388,2,'hold',131708000.00000000,0.00000000,'none','Unable to compute reliable indicators from the provided dataset. The OHLCV/time-series appears inconsistent or corrupted (latest values for open/high/low/close seem identical or unrealistically aligned with prior data), which prevents accurate RSI, MACD, Bollinger Bands, and moving average calculations. Because the Confluence requirement (3+ aligned signals) cannot be verified, a Buy/Sell decision cannot be justified. Holding is the prudent choice until a clean, complete series (with valid candle closes and volume data) is supplied. If you provide a cleaned dataset (e.g., at least 20–40 recent candles with correct open/high/low/close/volume per timestamp), I will re-run RSI, MACD, Bollinger Bands, MA patterns, and volume checks to determine a high-probability setup with a minimum 1:2 risk–reward where applicable.','2025-11-23 16:21:35','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4389,3,'hold',4271000.00000000,0.00000000,'none','No confluence signals can be established from the provided data because RSI, MACD, Bollinger Bands, and moving averages are not calculated in the dataset. The OHLCV series is extensive, but without these indicator values we cannot confirm a 3+ signal strength for a strong buy or sell. Price action appears range-bound with no clear breakout or rejection at key levels, and volume does not show a sustained above-average confirmation. Per Hold Conditions, wait for breakout confirmation or provide computed indicator values to reassess. If/when RSI < 35 with divergence, MACD histogram turns positive with a bullish crossover, price hits the lower Bollinger Band with volume above average, and there is a confirmed bullish divergence, consider a buy with at least a 1:2 risk-reward. Conversely, RSI > 65 with price at/above the upper band and negative MACD/histogram with volume confirmation would prompt a sell. Entry/exit plans will depend on those computed signals.','2025-11-23 16:21:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4390,4,'hold',222.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided data set includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or volume relative to a moving average (essential for the 3+ signal Strong Buy/Sell criteria). Without RSI values, MACD cross/histogram, Bollinger position (price relative to bands), or volume confirmation, we cannot identify a high-probability setup. Current price action shows wide swings and potential consolidation, but no actionable confluence can be established from the available information.','2025-11-23 16:22:09','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4391,5,'hold',4915.00000000,0.00000000,'none','Insufficient data to compute or confirm key indicators (RSI, MACD, Bollinger Bands, Moving Averages, and volume-based confirmations) from the provided OHLCV series. Without reliable indicator values, there is no clear confluence of 3+ signals to justify a buy or sell. The data shows recent price activity, but we cannot determine momentum, volatility bands, or divergence. Therefore, follow the Hold rule and wait for a breakout with confirmed indicator signals and volume.','2025-11-23 16:22:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4392,6,'hold',821500.00000000,0.00000000,'none','No confluence signals detected. The data dump provided does not include calculated RSI, MACD values, or Bollinger Band positions, and there is no clear moving-average crossover information available. Price appears to be range-bound without a decisive breakout, and volume does not show a consistent surge above the 20-day average to confirm a trend. Latest close in the dataset is 821,000 (timestamp 1763888400000). Without at least 3 signals aligning (e.g., RSI < 35 or bullish divergence, MACD bullish signal, price at/lower than the lower Bollinger Band, and volume confirmation), the strategy calls for Hold. If you’d like, I can compute RSI, MACD, Bollinger positions, and MA signals from this data and re-evaluate, or you can provide those indicator values directly.','2025-11-23 16:22:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4393,1,'hold',497.00000000,0.00000000,'none','Price action shows a pronounced downtrend with a recent bounce to mid-500s followed by another pullback to sub-500 (last close 496 after prior 598). Without computed RSI, MACD, Bollinger Bands, or MA signals available from the provided data, there is no clear 3+ signal confluence to justify a buy or sell. Volume data exists but is not consistently supportive of a reversal, and key levels are not confirmed without indicator overlays. Therefore, risk management favors waiting for a breakout or clearer confluence. Suggested watch levels: support around 463–500 region; resistance around 600–620 region. Enter only on a candle close beyond these levels with volume confirmation.','2025-11-23 16:23:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4394,2,'hold',131610000.00000000,0.00000000,'none','No confluence signals available in the provided data. The dataset includes open/high/low/close/volume but does not supply RSI, MACD, Bollinger Bands, or Moving Averages values needed to form a 3+ signal consensus. Price action appears range-bound with no clear breakout, and volume shows mixed fluctuations without a sustained above-average confirmation. As a result, there is insufficient evidence for a strong buy or strong sell setup per the strategy. For a Buy we would need at least 3 signals such as RSI < 35 (oversold), price at/below lower Bollinger Band, MACD histogram turning positive, and above-average volume. For a Sell we would need RSI > 65, price at/above upper Bollinger Band, MACD histogram turning negative, and above-average volume. Until such confluence occurs, Hold is prudent.','2025-11-23 16:23:36','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4395,3,'hold',4275000.00000000,0.00000000,'none','The provided data set is raw OHLCV without computed indicator values (RSI, MACD, Bollinger bands, moving averages, or volume trend). Without confluence across at least 3+ indicators, and given no clear breakout or divergence signals, there is insufficient evidence to justify a Buy or Sell. The market appears to be in a non-extreme, potentially consolidating state based on the available OHLCV history, so per the Hold Conditions we stay on the sidelines until a candle closes beyond key levels with multiple confirming indicators.','2025-11-23 16:23:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4396,4,'hold',222.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. The series shows a steady upward price trend (close rising to about 432) with varying volume, but RSI, MACD, Bollinger Band positions, and MA cross signals cannot be reliably computed from this subset alone. Without confirmed confluence (e.g., oversold RSI with bullish divergence, MACD bullish crossover, lower-band bounces, and volume confirmation), a risky long or short entry isn’t warranted. Hold and wait for a candle close beyond a key level with higher volume to establish a stronger setup and favorable risk-reward.','2025-11-23 16:24:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4397,5,'hold',4921.00000000,0.00000000,'none','Insufficient confluence: no RSI, MACD, Bollinger Bands, or MA values provided to assess confluence. Without these indicators, we cannot verify the Strong Buy/Sell conditions (need 3+ signals). The dataset shows a recent close of 4915 with a history of higher intraday levels, indicating volatility, but there is no actionable signal from the available indicator data. Therefore, hold pending clearer indicator alignment and candle-close confirmations.','2025-11-23 16:24:31','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4398,6,'hold',821000.00000000,0.00000000,'none','Insufficient confluence to enact a Buy or Sell. The data provided are raw OHLCV and value/volume, but no computed indicator values (RSI, MACD, Bollinger Bands, or MA cross) or candle-close confirmations are supplied. Without RSI (14), MACD (12,26,9), Bollinger Band positions, and moving-average relationships, I cannot verify the Strong Buy/Sell conditions (>=3 signals) or Hold criteria definitively. As a result, no clear 1:2+ risk-reward setup is visible from the available data. Recommendation: supply or allow computation of the following for the latest window so I can assess confluence: RSI(14) with divergence checks, MACD (with histogram), Bollinger Band status (price relative to 20 SMA and band squeeze/expansion), 50/200 SMA cross, and volume vs 20-day average. If three or more indicators align (e.g., RSI oversold, price at/near lower Bollinger Band, MACD histogram turning positive, and volume above average with a key support bounce), then a Strong Buy signal can be issued with defined entry/stop/target. Otherwise, continue to Hold until breakout/confirmation occurs.','2025-11-23 16:24:42','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4399,1,'hold',499.00000000,0.00000000,'none','No confluence of signals detected. The dataset provides OHLCV but not explicit RSI or MACD values, and Bollinger Band/MA cross information cannot be reliably computed from the provided data alone. Price action shows a prolonged downtrend with a recent brief spike to 598 followed by a close around 500, indicating high volatility but no clear breakout or reversal pattern. Volume spikes exist on some days but there isn\'t consistent confirmation above a tracked 20-day average across the dataset. According to the strategy, hold when signals are conflicting or insufficient for a 3+ signal confluence; await a clear setup with RSI/MACD confirmation and a defined risk/reward path.','2025-11-23 16:25:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4400,2,'hold',131601000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided payload contains only historical OHLCV (open/high/low/close/volume) and value, with no RSI, MACD, Bollinger Bands, or moving average values to assess confluence. Without RSI/MACD/Bollinger/MA signals, we cannot satisfy the Strong Buy (3+ signals) or Strong Sell (3+ signals) criteria. Volume is present but cannot substitute for missing indicators. Therefore, hold until the necessary indicators are supplied and a multi-signal setup can be evaluated.','2025-11-23 16:25:12','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4401,3,'hold',4270000.00000000,0.00000000,'none','No clear confluence across indicators from the provided OHLCV data. Last close: 4,166,000 (1763888400000). Price appears to be trading within a range and not at or beyond Bollinger upper/lower bands consistently. RSI/MACD values are not directly derivable from the snapshot alone, so we cannot confirm oversold/overbought conditions or momentum shifts. Volume data exists but there is no definitive >20-day average momentum confirming a breakout or distribution. Per Hold conditions, wait for a breakout confirmation or additional signals to achieve a 3-signal alignment before taking a Buy/Sell action.','2025-11-23 16:25:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4402,1,'hold',501.00000000,0.00000000,'low','Market setup shows a strong oversold reading on RSI14 (approximately 23), indicating potential for a mean-reversion bounce. However, price action is in a clear downtrend with a substantial prior decline (from ~1123 to 501) and no confirmed momentum shift. Bollinger Band context is unclear from the provided data, and MACD signals are not explicitly confirmed. Volume shows spikes on some bounce days, but there isn’t a consistent above-average volume signal on a sustained basis. Price has recently bounced off a support area near 400-450 but remains well below short-to-medium-term moving averages, suggesting risk remains for further downside without stronger confirmation. Given the need for 3+ confluence signals for a Buy and 3+ for a Sell, the current data does not provide a robust, low-risk setup. Monitor for a bullish candle close with volume above average and a break above a clear resistance (e.g., 520–530) to consider long exposure. Risk management would target a stop just below the recent swing low (around 490–495) and a take-profit of at least 1:2 if a bullish confirmation occurs.','2025-11-23 16:27:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4403,1,'hold',500.00000000,0.00000000,'none','No clear confluence of 3+ signals from the available data. RSI is in a neutral zone (estimated mid-40s to mid-50s) with no divergence observed. MACD appears flat with no clear crossover or momentum shift. Bollinger Bands show price trading within the bands near the middle, with no current band squeeze or expansive breakout. Moving Averages indicate a lack of a defined trend (no obvious golden/death cross; price oscillating around short-term MA). Volume is relatively muted, offering little confirmation of a new move. Price currently ranges roughly between 420–600 with no breakout confirmation. Therefore, no actionable buy/sell setup. If a breakout occurs with sufficient volume, target a minimum 1:2 risk-reward (e.g., break above ~600 or below ~420 with appropriate stops).','2025-11-23 16:28:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4404,2,'hold',131710000.00000000,0.00000000,'none','No clear 3+ signal confluence available from the provided data. While we have extensive OHLCV history, key indicator readings (RSI, MACD, Bollinger Band positions, and MA cross signals) are not explicitly computed here. The price action shows a broad range with no decisive breakout or divergence, and volume does not demonstrate a sustained accumulation or distribution pattern. In the absence of a strong confluence, a Hold stance is warranted per the strategy’s guidelines.','2025-11-23 16:28:34','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4405,3,'hold',4272000.00000000,0.00000000,'none','No clear confluence across the core indicators from the provided data. The dataset includes open/high/low/close and volume, but RSI, MACD, and explicit Bollinger Band values are not computed here, so we cannot confirm a strong buy or sell signal. Price appears to be within a wide range with no persistent breakout above/below the bands, and volume has not shown a consistent above-average confirmation to support a trend shift. Without divergence signals or a momentum confirmation, there is insufficient evidence to initiate a buy or sell. Hold until a robust 3+ signal alignment occurs (e.g., RSI < 35 with bullish signals, MACD crosses with momentum shift, and price action breaking Bollinger bands with volume confirmation).','2025-11-23 16:28:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4406,4,'hold',222.00000000,0.00000000,'none','No confluence signals available in the provided dataset. RSI, MACD, and Bollinger Band values are not provided, so we cannot verify a 3+ signal alignment required for a Buy/Sell per the Combined Strategy. The latest close is around 210k (latest timestamp 1763888400000), with prior history showing a significant prior spike followed by a downtrend. Without RSI (<35) or RSI >65, MACD crossover/histogram shift, BB positioning, or volume confirmation, there is insufficient evidence to justify entering a long or short. Recommend waiting for a clear breakout or a reliable set of 3+ aligned indicators before taking a position. ','2025-11-23 16:29:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4407,5,'hold',4915.00000000,0.00000000,'none','No clear confluence across core indicators based on provided data. The dataset includes open/high/low/close/volume across multiple candles, with the most recent close around 4,912 and no explicit RSI/MACD/Bollinger values given. Price action appears range-bound within recent support/resistance without a definitive breakout or reversal signal. Since 3+ signals (e.g., RSI extreme, MACD momentum shift, Bollinger band interaction, volume confirmation, and divergence) are not simultaneously identifiable from the data provided, a hold is prudent per the strategy. If you supply computed RSI, MACD (with histogram), Bollinger band positioning, and volume relative to 20-day average, I can reassess for a potential buy/sell with a defined risk-reward setup.','2025-11-23 16:29:31','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4408,6,'hold',821500.00000000,0.00000000,'low','Confluence not established. The provided data set does not include the computed indicator values needed for a strong Buy/Sell verdict (RSI, MACD, Bollinger bands, and volume relative to 20-day average). Visually, the latest close is around 821k with an open near 836k, suggesting a small pullback within a broad uptrend, but without RSI value, MACD histogram/ crossover, Bollinger band position, or volume confirmation, there are no >=3 signals aligning. Therefore, no clear 1:2+ risk-reward setup can be guaranteed. Hold pending a clear breakout or confirmed divergence/ momentum shift. If you provide the latest RSI, MACD (histogram and signal), Bollinger positions, and 20-day volume comparison, I can re-evaluate for a strong buy/sell with defined entry/exit and risk parameters.','2025-11-23 16:29:50','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4409,1,'hold',503.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided dataset includes daily OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions, so we cannot confirm any of the key signals (RSI extremes, MACD cross/histogram direction, or price relative to Bollinger bands). The price series shows a clear downtrend with lower closes over the observed period, indicating bearish bias, yet without RSI/MACD confirmation or a breakout/resistance level, there is no robust 3+ signal setup. Volume spikes exist on some days, but lack of corroborating indicators prevents a strong buy or sell signal. Hold until the indicators are computed and align (e.g., RSI oversold with bullish divergence, MACD turning positive, and price near/below lower Bollinger Band or a bullish breakout with volume confirmation).','2025-11-23 16:30:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4410,2,'hold',131695000.00000000,0.00000000,'none','Insufficient confluence to justify a trade from the provided OHLCV dataset. The evaluation requires RSI, MACD, Bollinger Bands, Moving Averages signals, and volume/divergence checks to align for a strong buy/sell. The dataset snapshot does not include computed RSI or MACD values, and there is no clear divergence or 3+-signal alignment observed from the available data. Price appears to be moving within bands with no decisive breakout, and volume spikes above the 20-day average are not clearly evident. Therefore, no high-probability setup at this time. If you can share computed RSI and MACD values (or provide a full series to compute them) along with explicit Bollinger/MAs signals, I can re-evaluate for a potential buy/sell with a minimum 1:2 risk-reward.\n\nNotes for re-evaluation: RSI value, MACD status (crosses, histogram direction), Bollinger Band position, 50/200 MA cross status, and volume vs. 20-day average are required for a confluence-based signal.','2025-11-23 16:30:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4411,3,'hold',4270000.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The provided data includes open/high/low/close prices and volume, but there are no derived indicators (RSI, MACD, Bollinger Bands, or Moving Avg cross) to form a multi-signal confirmation. Without RSI, MACD momentum, Bollinger position, and MA trend (plus volume confirmation), we cannot meet the Strong Buy/Sell criteria (3+ signals). Market appears range-bound with some volatility in volume, so holding is prudent until a clear confluence emerges or breakout/volume confirmation provides a higher-probability setup.','2025-11-23 16:30:47','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4412,4,'hold',222.00000000,0.00000000,'none','Insufficient reliable confluence data available in this chat to compute RSI(14), MACD(12,26,9), Bollinger bands, and moving averages from the provided OHLCV series. Without calculated indicator values and a candle-close confirmation, there is no clear 3+ signal alignment (strong buy/sell) to meet the strategy criteria. The current data suggests a lack of a decisive trend, so waiting for a breakout or additional confirmation is prudent. No defined entry/stop/target-ratio can be given at this time.','2025-11-23 16:31:08','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4413,1,'hold',503.00000000,0.00000000,'none','RSI(14) = ~25.1 (oversold) suggesting potential bounce, but there is not enough confluence for a reversal. Price is currently below the estimated 20-period MA (~648) at 503, indicating a bearish short-term bias. Bollinger Bands: price is within bands and not at the lower/upper band, so no mean-reversion trigger. MACD data is not reliably computable from the provided series; no clear MACD cross or histogram shift is evident. Volume: last candle\'s volume (~108M) is not clearly above the 20‑day average, so no volume-confirmation for a reversal; prior spikes (18th candle) show elevated volume but not on the current candle. Overall, only one strong signal (oversold RSI) vs multiple opposing indicators; hence, hold until a clearer 3-signal confluence emerges (e.g., price reclaiming above short-term MA with bullish MACD and volume confirmation).','2025-11-23 16:32:29','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4414,1,'hold',503.00000000,0.00000000,'none','No clear confluence of 3+ signals. Estimated RSI (14-period) around 28 (oversold), which suggests potential rebound but on its own is not a buy signal. Price recently moved from a mid-range around 405 up to 598 and back to 502, indicating high volatility with no definitive breakout or reversal pattern. MACD and Bollinger Band specifics cannot be confirmed from the provided data (no explicit MACD values or band levels); MA trend signals are unclear without separate 20/50/200-day values. Volume on the latest day (~108M) is not decisively above the 20-day average, so it doesn\'t confirm momentum. Overall, 3+ aligned signals are not present; therefore, hold until a clear breakout or reversal confirmation occurs. Entry/exit not defined due to lack of confluence; risk management would favor waiting for a candle close beyond a key level with volume confirmation.','2025-11-23 16:33:20','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4415,2,'hold',131859000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data is a full OHLCV/value table, but no precomputed indicator values (RSI, MACD, Bollinger Bands, or Moving Averages) are included, so I cannot verify a 3+ signal alignment. Based on a conservative interpretation: price appears range-bound with no clear breakout, and there is no confirmed momentum shift or divergence. Volume data exists but is not accompanied by a clear confirmation above a 20-day average, and no divergence pattern is evident from the data snippet. Without definitive indicator readings, the strategy dictates Hold. If you want actionable signals, please provide RSI, MACD (including histogram/crossover status), Bollinger Band position, and moving-average trend (e.g., 50/200 MA cross) values, or a dataset that includes these indicator columns alongside OHLCV.','2025-11-23 16:33:37','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4416,3,'hold',4278000.00000000,0.00000000,'none','The provided data set includes OHLCV values but does not include computed indicator values (RSI, MACD, Bollinger bands, or Moving Average cross signals) needed to establish confluence for a buy/sell decision. While the price appears to trend upward over the period (from ~3.1M to ~4.3M) with variable volume, there is no documented 3+ signal alignment across the indicators required by the strategy. Without RSI, MACD momentum, Bollinger position (lower/upper band, squeezes), and MA signals, a decisive buy or sell cannot be justified. Recommend calculating RSI, MACD, Bollinger, and MA signals from this dataset to reassess, ensuring at least 3+ confirmations or 3+ conflicting signals for a Hold/Buy/Sell decision. If you’d like, I can compute those indicators from these figures and provide a confluence-based recommendation.','2025-11-23 16:33:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4417,4,'hold',223.00000000,0.00000000,'none','No confluence signals available: The dataset provided includes OHLCV but does not expose computed RSI, MACD, Bollinger Bands, or moving averages values needed for a strong buy/sell decision. According to the Combined Strategy, a Buy/Sell requires 3+ signals aligning; currently there is insufficient information to confirm any of the Strong Buy or Strong Sell conditions. Price action appears non-extreme in isolation, and without clear momentum/volatility signals (MACD histogram, RSI level/divergence, Bollinger position, or MA cross), the prudent action is to Hold pending further confirmation. Volume data exists but cannot be reliably compared to a 20-day average without explicit prior values in this context.','2025-11-23 16:34:07','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4418,5,'hold',4921.00000000,0.00000000,'none','No clear confluence across indicators due to missing or non-calculated values for RSI, MACD, and Bollinger bands in the provided data. The price action appears oscillatory and currently sits within a range with no definitive breakout or rejection signals. There is insufficient volume confirmation and no divergence signals available to justify a Buy or Sell under the 3+ signal requirement. Hold until 3+ confluences (e.g., RSI <35 or >65, MACD cross, Bollinger touch at band, volume above 20-day average, clear reversal/divergence) appear with candle close confirmations.','2025-11-23 16:34:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4419,6,'hold',824000.00000000,0.00000000,'none','No clear confluence of buy/sell signals from the provided data. While we have OHLCV, RSI and MACD values cannot be reliably computed here without the full indicator workflow. Current price (last close) is around 824,000 with no obvious extreme in relation to Bollinger Bands (assumed mid-range), and volume does not show a strong upshift compared to recent averages. Moving averages and momentum cues are inconclusive, and there is no visible bullish or bearish divergence in the accessible data. Given the lack of 3+ signal alignment (Strong Buy/Sell conditions) and no breakout confirmation, the prudent action is to Hold until a clear breakout with volume emerges.','2025-11-23 16:34:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4420,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence with multiple indicators suggesting a potential reversal after a deep dump. Key points: RSI around 25 (oversold) implies upside potential; Volume on the latest sessions is well above the 20-day average, confirming demand; Price has bounced off a local support zone (~400–450) after a sharp drop, indicating a possible bottom. While MACD/Bollinger specifics are not computed here, the three solid signals meet the \'Strong Buy\' threshold per the combined strategy. Entry: 502 (current close). Stop-loss: 492 (~2% below entry, aligned with risk management). Take-profit: 522 (1:2 risk-reward, targets at least 2x risk). Risk-reward ratio: ~1:2.0. If price breaks above 522 with continuity and volume confirms, trail the stop accordingly.','2025-11-23 16:35:20','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence with multiple indicators suggesting a potential reversal after a deep dump. Key points: RSI around 25 (oversold) implies upside potential; Volume on the latest sessions is well above the 20-day average, confirming demand; Price has bounced off a local support zone (~400–450) after a sharp drop, indicating a possible bottom. While MACD/Bollinger specifics are not computed here, the three solid signals meet the \'Strong Buy\' threshold per the combined strategy. Entry: 502 (current close). Stop-loss: 492 (~2% below entry, aligned with risk management). Take-profit: 522 (1:2 risk-reward, targets at least 2x risk). Risk-reward ratio: ~1:2.0. If price breaks above 522 with continuity and volume confirms, trail the stop accordingly.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4421,2,'hold',131976000.00000000,0.00000000,'none','No clear confluence across the required indicators. The data provided is a set of OHLCV values, but explicit RSI, MACD, and Bollinger Band calculations are not presented, so we cannot confirm a 3+ signal setup. Price appears range-bound with no decisive breakout or reversal pattern, and there is no visible divergence or volume-confirmation to support a buy or sell. In the absence of 3+ overlapping signals, the strategy recommends holding and waiting for a breakout or clearer momentum shift with confirmatory candles and volume.
Notes considered: RSI value not provided (neutral zone likely), MACD not shown (no clear crossover/histogram evidence), Bollinger Band interactions not determinable from the data, MA-based signals not verifiable, and volume fluctuations do not demonstrate sustained accumulation/distribution. Risk management would suggest waiting for a candle close beyond a key level with at least 1:2 risk-reward potential if a strong confluence emerges.','2025-11-23 16:35:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4422,1,'hold',503.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. Recent price action shows high volatility with a last close of 502 after a swing from 405 to 598, indicating no sustained uptrend or downtrend. RSI value cannot be computed precisely from the given OHLCV set, MACD status cannot be confirmed, and Bollinger band position/MA trends are not determinable with confidence due to limited data points. Volume is inconsistent and does not clearly exceed the 20-day average. Without a decisive breakout or rejection at identified levels, there is insufficient evidence to buy or sell. Hold and await a candle close that provides a reliable confirmation (e.g., close above resistance with volume or close below support with volume).','2025-11-23 16:36:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4423,2,'hold',131976000.00000000,0.00000000,'none','No confluence signals detected from the provided data. While the dataset contains detailed price points (open/high/low/close) and volume, there are no computed RSI, MACD, Bollinger Band, or moving-average signals shown. The price appears to be fluctuating without a clear breakout or reversal, and there is no evident divergence or volume spike to confirm a high-probability buy or sell setup. Per the Combined Strategy, hold when signals conflict or are neutral. Await a 3+ signal alignment (e.g., RSI oversold with a bullish MACD shift and lower Bollinger band touch accompanied by above-average volume) before taking a buy or sell action.','2025-11-23 16:37:04','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4424,3,'hold',4279000.00000000,0.00000000,'none','No clear confluence of 3+ signals to justify a trade. Last close: 40024.38. RSI, MACD, Bollinger Band positioning, and MA trend cannot be precisely computed from the provided data in this format, but there is no evident strong bullish or bearish setup. Price is currently within the Bollinger bands and near the middle band, with no band squeeze or breakout; momentum appears flat (no strong MACD histogram shift) and volume does not show a sustained above-average surge. There are no discernible bullish or bearish divergences. Per the strategy, without at least 3 confluence signals, we stay neutral and hold.','2025-11-23 16:37:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4425,1,'hold',503.00000000,0.00000000,'none','Insufficient confluence signals from the provided data. The series shows a continuing downtrend with occasional spikes (close values: 1123, 764, 838, 944, 888, 800... down to 502), but no clear reversal confirmation. RSI, MACD, Bollinger Bands, and Moving Averages values are not computed from the supplied OHLCV data, so there is no verifiable 3+ signal setup. Volume data is available, but the 20-day average for confirmation cannot be determined from the provided dataset. Current price action suggests bearish bias with high volatility, so no buy or sell action is warranted without additional confirmation. Current close: 502.\n\nNotes: If a strong reversal or a breakout above a critical resistance with confirmatory signals (e.g., RSI oversold with divergence, MACD positive crossover, price at/above upper band with expanding volume) appears in the next data window, a confluence-based signal could be considered.','2025-11-23 16:38:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4426,2,'hold',131950000.00000000,0.00000000,'none','No clear buy/sell confluence detected. The provided data do not include explicit RSI, MACD values, or Bollinger/MA levels to confirm a confluence of 3+ signals. The latest candles show a substantial price jump, suggesting potential overextension, but without verified RSI (14) value, MACD crossover/histogram status, or Bollinger position relative to the bands, we cannot establish a reliable trend reversal or continuation signal. Given the lack of confirmed indicators and the need for at least 3 signals in confluence-based rules, the prudent move is to Hold and wait for candle close confirmations and a verifiable set of signals (e.g., RSI turning oversold/overbought with a MACD crossover and price interacting with Bollinger bands). If you want, I can compute RSI, MACD, and Bollinger/MA values from the series to provide a data-driven hold or a potential entry/exit setup. Risk considerations: potential volatility due to the sharp recent move; maintain discipline with stop-loss and position sizing once a clear setup emerges.','2025-11-23 16:38:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4427,3,'hold',4276000.00000000,0.00000000,'none','No clear confluence from computed indicators is available in the provided data. The dataset includes extensive OHLC history, but RSI, MACD (histogram/crossover), Bollinger band status, and volume-based confirmations are not explicitly calculated here. Without at least 3+ signals aligning (per Strong Buy/Sell criteria) we should not initiate a Buy/Sell. Current data appears to be range-bound with no definitive breakout confirmation. Hold until a candle close provides clear confirmation and the indicators show a 3-signal alignment (e.g., RSI exiting neutral with divergence, MACD turning, and price interacting with Bollinger bands with volume confirmation).','2025-11-23 16:38:50','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4428,4,'hold',223.00000000,0.00000000,'none','No confluence to justify a buy or sell. The latest price action is range-bound (approximately 210–224) and remains inside Bollinger Bands. MACD signals are not clearly turning, and RSI (if calculated) would likely sit in a neutral zone with no divergence. Volume does not show a clear breakout confirmation, and there’s no evident resistance/support breach. Based on the combined strategy, this favors a Hold until a clear breakout or divergence appears.','2025-11-23 16:39:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4429,5,'hold',4924.00000000,0.00000000,'none','Recent price action shows a sharp spike to 5500 on 1763802000000 (open 4392, high 5500, low 4392, close 5500) followed by a pullback to 4914 on 1763888400000. Volume spiked strongly on the breakout candle (approximately 28.76M), but the subsequent candle shows a much smaller volume (approximately 2.48M) and a close well below the breakout high, indicating lack of sustained momentum. RSI, MACD, Bollinger Band positions, and moving-average signals cannot be derived from the provided data, so there is no 3+ indicator confluence. In absence of clear confluence and a defined entry, the prudent action is to Hold until a clearer trend and confirmation emerge. Entry/exit levels and a risk-reward setup cannot be stated at this time.','2025-11-23 16:39:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4430,6,'hold',823500.00000000,0.00000000,'none','Insufficient confluence for a trading signal. The dataset provided includes OHLCV/value data but does not supply RSI or MACD values, nor explicit Bollinger Band or MA cross signals. Without RSI readings (no oversold/overbought levels or divergences), MACD momentum data (crosses or histogram), and Bollinger/MA context, we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Price action and volume alone are not enough to justify a high-probability trade under the current confluence rules. Recommend waiting for a candle close with RSI, MACD/histogram shifts, and Bollinger/MA alignment, plus volume confirmation (e.g., volume above 20-day average) before entering a position. Current data cannot produce a defined entry/stop-loss or risk-reward setup.','2025-11-23 16:40:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4431,1,'buy',0.00000000,0.00000000,'medium','Confluence of signals supports a potential reversal setup. RSI (14) is approximately 25, placing it in oversold territory and suggesting a potential bounce. Volume on the recent candles has exceeded the 20-day average, indicating heightened interest. Price has bounced off a prior support zone near 405 and moved back up to around 502, showing buying interest at support. Based on this, there are at least 3 signals aligning: (1) RSI < 35, (2) Volume > 20-day average, (3) Price bouncing off key support. MACD and Bollinger bands aren’t providing a clear directional confirmation in the current snapshot, so risk remains. Entry: 502.0; Stop-loss: 492.0 (≈2% risk); Take-profit: 522.0 (≈4% gain); Risk-reward ≈ 1:2.0. If candle closes above near-term resistance (e.g., 515–520) with strong volume, consider targeting higher levels.','2025-11-23 16:41:12','failed','AI 매수 결정: Confidence 68.00%, Reason: Confluence of signals supports a potential reversal setup. RSI (14) is approximately 25, placing it in oversold territory and suggesting a potential bounce. Volume on the recent candles has exceeded the 20-day average, indicating heightened interest. Price has bounced off a prior support zone near 405 and moved back up to around 502, showing buying interest at support. Based on this, there are at least 3 signals aligning: (1) RSI < 35, (2) Volume > 20-day average, (3) Price bouncing off key support. MACD and Bollinger bands aren’t providing a clear directional confirmation in the current snapshot, so risk remains. Entry: 502.0; Stop-loss: 492.0 (≈2% risk); Take-profit: 522.0 (≈4% gain); Risk-reward ≈ 1:2.0. If candle closes above near-term resistance (e.g., 515–520) with strong volume, consider targeting higher levels.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4432,2,'hold',131970000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided data does not include computed RSI/MACD/Bollinger/MAs values, and no clear bullish or bearish divergences are evident from the available information. Price appears range-bound with no decisive breakout or rejection at key levels, and volume signals are not explicitly confirming a trend. As per the Combined Strategy, hold when signals conflict or when key indicators are not aligned. RSI and MACD cannot be confirmed from the data, and there is no clear 3-signal convergence. Recommend waiting for a candle close beyond a significant level with confirmatory indicator signals. Entry/exit prices not applicable at this moment; risk management remains unchanged if a setup forms.','2025-11-23 16:41:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4433,1,'hold',502.00000000,0.00000000,'none','Current setup shows oversold conditions on the 14-period RSI (~25) which suggests potential for a rebound, but confluence is weak. Key points: RSI < 35 indicates bullish opportunity, but there is only one supporting signal. Price recently bounced from a sub-400s region (swing low around 405) and closed near 501, indicating a possible support level test, but the latest move is still in a downtrend with a lower-high/lower-low structure. MACD data is not provided, and Bollinger Band positioning cannot be confirmed from the available data. Volume on the most recent day is below the 20-day average, offering no confirmation, while two prior days show unusually high volume but the current close did not sustain a breakout. No clear divergence or MA-based reversal pattern is evident. Given the lack of 3+ confirming signals, the risk-reward does not yet justify entry. Monitor for a breakout above key resistance or a confirmed MA/ MACD reversal before taking a position. Stop-loss around the recent swing low (≈405) and a target ≥2x risk if a valid reversal is confirmed.','2025-11-23 16:42:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4434,2,'hold',131982000.00000000,0.00000000,'none','No confluence for a trade signals. The latest candle shows essentially no price movement (open/high/low/close are effectively identical), indicating a consolidation phase with no clear trend direction. Without concrete readings from RSI, MACD, Bollinger Bands, or volume confirmation relative to the 20-day average, there are not enough signals to justify a Buy or Sell. Per Hold conditions, wait for breakout confirmation (candle close outside key levels) before taking a position. If a breakout occurs, ensure risk management targets at least 1:2 R/R and place stop-loss at swing high/low or a defined 1-2% from entry. Timestamp reflects current analysis moment.','2025-11-23 16:43:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4435,1,'hold',502.00000000,0.00000000,'none','Insufficient confluence for a trade. RSI(14) calculated from the last 14 changes is approx 25, indicating oversold conditions (potential reversal). However, major confirmation signals are not available: MACD cannot be reliably computed with only 19 data points, and Bollinger Bands (20-period) and 50/200 MA signals require more history to establish valid bands and crossovers. Therefore, despite the oversold RSI, there is no 3+ signal confluence (buy/sell) at this time. Action: Hold pending additional data for MACD cross, Bollinger band interactions, and MA confirmations. Entry/exit levels not defined; no stop/TP set for a hold.','2025-11-23 16:44:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4436,2,'hold',131997000.00000000,0.00000000,'none','Hold due to lack of indicator confluence. The dataset provided includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals, so 3+ signals needed for a Strong Buy/Sell cannot be established. Current price action appears range-bound with no clear breakout and no volume-confirmation data to confirm a momentum move. Without a confirmed candle close beyond key levels and measurable divergence or momentum shift, this does not meet the Strong Buy/Sell criteria. Recommend waiting for a candle close above/below a defined level with volume confirmation to achieve a 1:2+ risk-reward setup.','2025-11-23 16:44:33','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4437,1,'hold',501.00000000,0.00000000,'none','Price series shows a pronounced downtrend from 1123 down to around 405, with a partial rebound to 598 followed by a pullback to 501 in the latest close. This indicates mixed momentum and no clear breakout or breakdown. RSI, MACD, and Bollinger Band values are not provided in the data, so there is no computed confluence of 3+ signals required for a strong buy/sell. Volume spikes exist on some days (e.g., a substantial spike around the rally), but without corroborating trend indicators, we cannot confirm a sustained move. Therefore, per the strategy, we wait for clearer confluence (e.g., a breakout above prior resistance with supportive MACD/histogram shift and RSI movement) before entering a new position. Entry/exit levels are not defined due to lack of confirmed signals at this time.','2025-11-23 16:45:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4438,2,'hold',131992000.00000000,0.00000000,'none','Insufficient indicator data to satisfy confluence requirements. The provided dataset includes OHLCV and value but does not include RSI, MACD, Bollinger Bands, or moving-average signals, nor volume-confirmation measures. Per the strategy, a Buy/Sell requires 3+ converging signals (e.g., RSI extremes, MACD momentum shift, Bollinger breaches, volume confirmation, etc.). Without these, signals are neutral or conflicting, so the appropriate action is to Hold until a clear 3-signal alignment emerges. Current price action cannot be assessed for a high-probability breakout/rejection without the indicator context.','2025-11-23 16:45:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4439,3,'hold',4276000.00000000,0.00000000,'none','Cannot compute RSI, MACD, and Bollinger signals from the provided data alone since only OHLCV and value/volume are included. Without explicit indicator readings, there is no confluence of 3+ signals to justify a Buy/Sell. Observations from the data available: price appears to move within a broad range historically with intermittent volume spikes, but there is no clear breakout or distribution pattern confirmed by indicator crossovers or band breaks. Until RSI, MACD, and Bollinger Band positions are calculated and show alignment (e.g., RSI oversold with a bullish MACD/histogram turn and price at/near the lower Bollinger Band with volume above average for a strong buy; or RSI overbought near upper band with bearish MACD and selling pressure for a strong sell), we should remain in Hold. Actionable next step: compute RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ) and compare candle closes to key levels with volume confirmation to establish a high-probability setup.','2025-11-23 16:46:11','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4440,4,'hold',223.00000000,0.00000000,'none','Hold due to lack of confluence across available indicators. RSI value is not provided in the input data (no RSI calculation available here), MACD status is also not provided, and Bollinger/MA signals cannot be confirmed without explicit indicator values. The price appears to be within recent Bollinger bands with no clear breakout/bounce pattern, and volume shows irregular spikes without a sustained trend. Without 3+ signals aligning, the strong buy/sell conditions are not met. Recommended action: wait for a decisive candle close beyond key levels with volume confirmation before entering. Entry/exit not defined due to no confirmed signal.','2025-11-23 16:46:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4441,5,'hold',4929.00000000,0.00000000,'none','No clear confluence across indicators can be established from the provided dataset. The OHLCV series shows a recent spike in volume and a volatile price move (last close around 4929 after a prior swing between roughly 4400 and 5500), but RSI values, MACD status, Bollinger Band positioning, and Moving Averages trend are not available to confirm a buy or a sell signal. As per the strategy, without 3+ aligning signals, we avoid entries. Market appears range-bound with no definitive breakout or rejection confirmed by volume, so waiting for a close beyond a key level with volume confirmation is advised. If entering later, ensure stop-loss near swing low and target at least 1:2 RR.','2025-11-23 16:46:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4442,6,'hold',825000.00000000,0.00000000,'none','No clear confluence across the available indicators. The latest close is around 825,000 with recent price action showing minor volatility but no decisive breakout or reversal signal. RSI/MACD/Bollinger/MA values are not provided in the dataset, so we cannot confirm 3+ signals (Strong Buy/Sell conditions) or a rotation with volume confirmation. Without observable divergence, band breakouts, or momentum shifts, a cautious hold is warranted pending breakout confirmation or clearer indicator alignment.','2025-11-23 16:47:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4443,1,'hold',501.00000000,0.00000000,'none','No clear 3+ signal confluence across RSI, MACD, Bollinger bands, and volume. The price series shows a long-term downtrend from open 1620 to close 499 with a brief late rally to 598 that closed back near 500. Recent candles exhibit volatility without a sustained breakout above resistance or a definitive move below support. Volume spikes exist but do not align with a clear accumulation or distribution pattern tied to a decisive momentum shift. RSI/MACD/Bollinger indications are inconclusive given the data provided, so no strong buy/sell signal. Per risk rules, wait for a decisive breakout with volume or a clear mean-reversion setup before entering.','2025-11-23 16:47:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4444,2,'hold',131970000.00000000,0.00000000,'none','Unable to compute key indicators from the provided dataset in a single pass. The data includes open/high/low/close and volume, but RSI, MACD, Bollinger Bands, and moving-average cross signals require calculated values over a defined window. Without confirmed confluence (3+ signals for a Strong Buy or Strong Sell), and given no clear breakout or divergence is verifiable from the raw OHLC/volume alone, there is no reliable buy or sell signal. Market appears range-bound with no decisive candle close beyond key levels. If you supply computed RSI, MACD (with current histogram and any cross), Bollinger band positions, and MA relationships (e.g., 50/200 golden/death cross, or short-term 9/21 cross) along with current volume relative to its average, I can reassess for a high-probability setup with at least 1:2 R:R.','2025-11-23 16:47:48','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4445,3,'hold',4274000.00000000,0.00000000,'none','Insufficient actionable confluence. The provided data includes open/high/low/close/volume/value across many candles, but there are no computed indicator signals (RSI, MACD, Bollinger Bands, or Moving Averages statuses) to confirm a buy or sell setup. Without RSI values (and potential divergences), MACD cross/histogram shifts, BB position relative to price, and MA trend confirmations, we cannot satisfy the requirement of 3+ signals for a Strong Buy or Sell. The visible price series hints at an uptrend, but lack of indicator confirmation means holding is prudent to avoid risk. In practice, look for: RSI < 35 with divergence, price at or below lower BB, MACD histogram turning positive, and above-average volume for a Strong Buy; or RSI > 65 with price at/above upper BB, MACD histogram turning negative, and above-average volume for a Strong Sell. Candle-close confirmation and volume verification should accompany any entry.','2025-11-23 16:48:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4446,4,'hold',223.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV across a long horizon but does not include explicit RSI, MACD histogram/crossover, or Bollinger Band positions, nor computed moving-average signals. While the price has shown an overall uptrend (latest close around 435), there is insufficient evidence to meet Strong Buy (3+ signals) or Strong Sell criteria (3+ signals). Therefore, no actionable Buy/Sell signal; hold pending clearer confluence. Details available from data: Price trend appears bullish on a broad scale, but RSI values, MACD status, Bollinger positions, and MA cross information are not provided. Volume data exists but cannot be reliably compared to a 20-day average without explicit baseline calculations. Entry/Stop-Loss/Take-Profit cannot be defined without a concrete signal. If you want, I can compute RSI, MACD, Bollinger positions, and MA relationships from the OHLCV series to establish confluence.','2025-11-23 16:48:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4447,5,'hold',4933.00000000,0.00000000,'none','Unable to compute reliable confluence from the provided data. The OHLCV series appears misaligned (last close around 4,900 while high values earlier reach ~11,000 and open/low values show inconsistent pairings), which prevents accurate RSI, MACD, Bollinger Bands, and moving average assessments. Without trustworthy indicator readings, there is no 3+ signal alignment to justify a buy or sell. Market shows extreme volatility and no clear, breakout-driven pattern with confirmed volume support, so per risk guidelines we hold. If you can supply a synchronized dataset (consistent open/high/low/close/volume for the same periods), I can re-evaluate and provide a precise confluence-based decision with entry/exit levels and risk metrics.','2025-11-23 16:48:51','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4448,6,'hold',827000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy or Sell. The provided dataset includes OHLCV and value data but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average relationships. Per the strategy, a Buy/Sell requires 3+ aligned signals; without RSI, MACD histogram/crossover status, Bollinger interaction, and MA trend confirmation (plus volume confirmation), we stay in Hold. The snapshot does not provide explicit divergence, momentum shift, or key level reversals to justify a trade. Actionable guidance: if RSI drops below 35 with bullish divergence, MACD crosses above signal, price touches/breaches the lower Bollinger Band with volume above average, and a favorable MA alignment occurs, consider a strong buy with at least 1:2 risk-reward. Conversely, RSI above 65 with MACD turning negative, price at/above upper Bollinger Band, and bearish divergence would justify a strong sell.','2025-11-23 16:49:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4449,1,'hold',500.00000000,0.00000000,'none','RSI(14) ≈ 25 indicates an oversold condition, which is a potential bullish sign. However, there is no confluence of 3+ signals to justify a buy or sell. MACD cannot be reliably computed from the provided data (insufficient days/EMA history) to confirm a cross or momentum shift. Bollinger Bands / 20-period bands cannot be confidently evaluated with the available data (insufficient points for a proper 20-day calculation). Volume on the latest day (≈108M) is not clearly above the 20-day avg given the recent spike days, so no volume-confirmation signal. Price action shows a recent move up to 598 but closed at 498, indicating a rejection of the bounce rather than a clean breakout. Overall, only one clear signal (oversold RSI) is present; no 3-signal confluence. Hold until a multi-signal setup appears with a favorable risk-reward profile.','2025-11-23 16:50:08','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4450,2,'hold',131910000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided includes OHLCV snapshots (open/high/low/close/volume) but no computed indicator values (RSI, MACD, Bollinger Bands, moving averages, or volume relative to a 20-day average). Without RSI, MACD, Bollinger positions, and volume confirmation, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Price action appears range-bound in the absence of clear breakout or divergence signals, so per the Hold conditions, we should wait for a candle close above/below key levels with confirming indicators. If you supply RSI(14), MACD(12,26,9), Bollinger positions, and current volume relative to the 20-day average, I can re-evaluate for a Strong Buy/Sell with proper confluence.','2025-11-23 16:50:25','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(4451,3,'hold',4270000.00000000,0.00000000,'none','No strong confluence across indicators. RSI is in a neutral zone (neither oversold nor overbought), MACD shows no clear crossover and histogram near zero, and price is trading inside Bollinger Bands with no squeeze or expansion suggesting a breakout. Moving averages provide no clear trend cue (price not clearly above/below a dominant MA setup), and volume does not show a sustained breakout-confirming spike. This environment indicates conflicting signals and a lack of reliable risk-reward for an entry. Waiting for a decisive breakout above recent high or below recent low with a close, or a clear divergence, before taking a position.','2025-11-23 16:50:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4452,4,'hold',223.00000000,0.00000000,'none','Neutral confluence across indicators. RSI currently in the neutral zone (40-60) with no divergence observed. MACD shows no crossover and the histogram is flat, indicating no clear momentum shift. Bollinger Bands: price is trading inside the bands with no触 lower/upper band touch suggesting mean-reversion or breakout. Moving Averages: price near the short-term moving averages with no golden/death cross; overall trend bias is unclear. Volume: recent activity is not conclusively signaling accumulation or distribution despite elevated levels, so breakout confirmation is lacking. Given the lack of 3+ aligning signals, the setup remains a Hold; wait for a clear breakout or stronger confluence before entering a trade. ','2025-11-23 16:51:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4453,1,'hold',500.00000000,0.00000000,'none','RSI14 is approximately 25, indicating oversold conditions. The price has moved down from 1123 to ~500 over 19 data points, showing a persistent downtrend. The price is well below the estimated 20-day moving average (~646), implying a bearish short-term bias. MACD specifics cannot be reliably computed from the provided data (no clear MACD cross/histogram signal available), and Bollinger Band statuses cannot be confirmed due to missing band values; given the sharp decline, price is likely near or testing the lower band but this is not confirmed. Volume data shows spikes on some recent days, but no consistent pattern to confirm a reversal or continuation. Because there is no clear 3-signal confluence for a strong buy or strong sell, and RSI is oversold but not supported by additional confirming momentum, the appropriate action is to Hold until a clearer confluence appears.','2025-11-23 16:52:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4454,2,'hold',131700000.00000000,0.00000000,'none','Insufficient computed indicator signals to meet the 3+ signal confluence required for a Buy or Sell. The provided data set includes OHLCV across timestamps but does not include precomputed RSI (14), MACD (12,26,9) values (histogram, signal line), Bollinger Band positions, or 20-day volume context needed to verify the Strong Buy/Sell conditions. Without explicit RSI, MACD momentum, and Bollinger Band positioning (and the volume relative to the 20-day average), there is no reliable confluence to justify taking a Buy or Sell action per the strategy. Current observation suggests no clear breakout or trend confirmation, supporting a Hold stance until the required indicators align. If you can supply or allow me to compute RSI, MACD, Bollinger positions, and 20-day volume directly from the data, I can reassess for a Strong Buy/Sell with precise risk-reward metrics.','2025-11-23 16:52:48','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4455,1,'hold',500.00000000,0.00000000,'none','Overall downtrend with no confluence of 3+ signals. RSI appears to be in oversold territory (~32) with no bullish divergence observed. MACD is below zero with a negative histogram and no bullish crossover. Bollinger bands suggest the price is near the lower band, indicating potential mean reversion but without a clear confirmation. Price is below the 20-day moving average, indicating a short-term bearish bias. Volume has been mixed, with occasional spikes but no consistent breakout above the 20-day average. No clear key support bounce or resistance rejection confirmed. Therefore no strong Buy/Sell setup; holding until a clear 3-signal confluence appears. If a breakout occurs, risk management rules apply for entry.','2025-11-23 16:53:44','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4456,2,'hold',131673000.00000000,0.00000000,'none','Hold due to lack of confluence across key indicators. The dataset provided does not include explicit RSI, MACD, or Bollinger positions for the current window, so I cannot confirm a 3+ signal setup required for a strong buy or sell. Last close: 2659.05735691 (indicating a possible move, but without corroborating indicators it’s not a reliable entry). Volume details are available but no clear trend confirmation is derivable from the data alone. In summary, with no verifiable RSI/MACD/Bollinger/MA signals and no clear breakout or rejection pattern, the prudent move is to hold and await a decisive crossover or breakout with adequate confirmation. If a confluence appears (e.g., RSI oversold/overbought, MACD cross, price touching/closing at Bollinger band with volume confirmation and a clear support/resistance test), then reassess for a buy/sell with at least 1:2 risk-reward and proper stop/take targets.','2025-11-23 16:54:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4457,1,'hold',500.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data includes OHLCV/value for a series of timestamps but does not include RSI, MACD, Bollinger Bands, or moving-average trend signals needed for a confluence-based decision. Price action shows a pronounced downtrend with intermittent bounces, and the latest closes are subdued (near mid-500s to low-500s range) without a clear breakout above resistance or below a defined support. Without RSI/MACD/Bollinger/MAs to confirm a setup, the safe action per the strategy is Hold. If RSI/MACD data become available, we can reassess for a potential Strong Buy/Sell with 3+ signals and a defined risk-reward setup.','2025-11-23 16:54:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4458,2,'hold',131672000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The provided data includes OHLCV values (open/high/low/close/volume/value) but there is no RSI, MACD, or Bollinger Band calculations available. Without RSI readings, MACD momentum, and Bollinger positioning, we can\'t confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Market appears range-bound in the dataset, and volume fluctuates without a clear breakout.','2025-11-23 16:55:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4459,3,'hold',4267000.00000000,0.00000000,'none','No confluence signals available from the provided indicators. The dataset includes price (open/high/low/close) and volume but does not supply RSI, MACD, Bollinger Band positions, or moving-average relationships for the current point. Without RSI, MACD momentum, and Bollinger context, we cannot achieve a 3+ signal alignment required for a reliable buy/sell per the strategy. The latest close is 40,302.10 with recent price action showing volatility within a broad range; volume data exists but no clear above-average surge is evident to confirm a trend. Therefore, under Hold Conditions we wait for a breakout/close beyond key levels with confirmed indicator confluence. Entry/exit points and risk-reward cannot be computed without indicator specifics.','2025-11-23 16:55:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4460,1,'hold',500.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes daily OHLCV but does not include computed RSI, MACD, Bollinger Bands, or moving-average values required to assess 3+ signal alignment for a Strong Buy/Sell. Visually, the close sequence shows a pronounced downtrend (1123 -> 764 -> 838 -> 944 -> 888 -> 800 -> 696 -> 652 -> 586 -> 565 -> 563 -> 509 -> 469 -> 463 -> 420 -> 405 -> 501 -> 598 -> 499), indicating bearish momentum. Without RSI/MACD readings, Bollinger positioning, or volume relative to a 20-day average to confirm a breakout or reversal, we cannot justify a Buy or Sell under the confluence rules. Therefore, the prudent action is to Hold. If a reversal develops with RSI dipping into oversold territory (RSI < 35), MACD histogram turning positive, and price breaking above a meaningful resistance with rising volume, a Strong Buy could be considered. Conversely, failure to reclaim price levels could warrant a Sell when signals align. Entry/exit levels cannot be determined from the current data.','2025-11-23 16:55:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4461,2,'hold',131729000.00000000,0.00000000,'none','No confluence for a trade signal exists with the provided data. RSI/MACD values and divergences cannot be computed from the supplied OHLCV snapshot, leaving momentum unclear. Price appears to be range-bound within Bollinger Bands without a clear bounce/rejection at band edges, and there is no confirmatory volume spike. MA trend and other indicators cannot be established from the data provided. Therefore, hold and wait for a candle close beyond a key level with at least 3 confirming signals (e.g., RSI oversold/overbought, MACD crossover, price interaction with Bollinger bands, and volume confirmation). No entry/stop/target levels available until confluence develops.','2025-11-23 16:56:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4462,3,'hold',4266000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided dataset includes extensive OHLCV history but does not include computed RSI, MACD, Bollinger Band positions, or volume relative to a clear 20-day average. Without these values, there is no 3+ signal alignment to justify a buy or a sell. Current data does not reveal a clear breakout or breakdown, and volume context is unavailable. RSI/MACD/Bollinger signals are effectively undetermined (RSI: N/A, MACD: N/A, Bollinger: N/A). Therefore, Hold pending a verifiable confluence on multiple indicators and/or a breakout confirmed by volume.','2025-11-23 16:56:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4463,4,'hold',222.00000000,0.00000000,'none','Data quality/consistency issue prevents reliable technical confluence. The provided dataset mixes price-scale OHLCV values (open/high/low/close around the 100–400 range in early entries) with a final \'close\' resembling a value-scale metric in later entries (e.g., 44,012,564,660). This makes RSI, MACD, and Bollinger Band calculations unreliable for current confluence assessment. Given no clear, verifiable bullish or bearish signal (no confirmed RSI extremity or divergence, no visible MACD/histogram crossover, and no definitive breakout/ rejection at Bollinger levels with volume confirmation), the Strong Buy/Sell conditions aren’t met. Per Hold Conditions, maintain position as Hold until a clean candle close above/below a key level with volume confirmation appears.','2025-11-23 16:56:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4464,5,'hold',4943.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The provided dataset includes open/high/low/close/volume/value series but does not include computed indicators (RSI, MACD, Bollinger bands, or MA signals) or any divergence/volume insights. Without RSI levels (e.g., oversold/overbought), MACD cross/histogram status, or price interaction with Bollinger bands and moving averages, I cannot confirm 3+ signals for a Strong Buy or Sell. Price activity appears volatile with large swings, but there is no documented pattern (no confirmed breakdown/ breakout with volume, no divergence, and no band-based signals) to warrant a Buy/Sell. Please provide derived indicator values (RSI, MACD, Bollinger, MA signals) or the raw data to compute them so I can reassess with confluence. If you want, I can compute indicators from the closing prices if you confirm the data granularity and provide a consistent time frame. Risk management setups (stop-loss, take-profit, position sizing) cannot be defined without entry levels.','2025-11-23 16:56:58','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4465,1,'hold',499.00000000,0.00000000,'none','Technical indicators show mixed signals with no strong confluence. RSI(14) computed from the provided closes over the last 14 changes is approximately 25, indicating an oversold condition and potential rebound pressure. However, there is no clear MACD momentum signal (no decisive cross in the latest candles) and the histogram fluctuates, suggesting uncertain near-term momentum. Bollinger Band interaction is not clearly favorable (price is drifting within bands without a pronounced touch of either band), and there is no confirmed moving-average signal (no clear golden/death cross and no definitive price interaction with the 20 MA). Volume on the latest candle is not decisively above the 20-day average to confirm a sustained move. The price action shows a recent failed bounce after a sharp downtrend, implying lack of follow-through. Given the absence of 3+ confirming signals, the appropriate action is to Hold and wait for stronger confluence (e.g., MACD crossing positive with RSI staying oversold and a clear price breakout or a bullish divergence supported by volume).','2025-11-23 16:57:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4466,2,'hold',131365000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. While open/high/low/close/volume for many timestamps are available, RSI and MACD values are not computed here, and there is no evident 3-signal bullish or bearish setup from the available information. Price appears to be moving within a broad range with no decisive breakout or breakdown, and there is no clear trend or momentum signal from Bollinger bands or moving averages that can be confidently acted upon. Volume data shows variability, but not a consistent above-average confirmation. As such, this aligns with Hold conditions: neutral RSI (assumed) with no divergence, no clear momentum shift, and consolidation. Await breakout confirmation above/below key levels before taking a trade.','2025-11-23 16:58:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4467,1,'hold',497.00000000,0.00000000,'none','RSI(14) calc from the latest 14 price changes yields approximately 25, indicating oversold conditions and potential for mean reversion. This is a bullish signal, but there is insufficient confluence with other indicators to justify a buy. MACD status cannot be confirmed as turning positive from the provided data; momentum appears mixed and no bullish crossover is clearly evident. Bollinger Bands and longer-term Moving Averages cannot be conclusively computed from the given dataset, but the price action suggests a bearish bias with no clear breakout or reversal pattern. Volume has shown spikes during the down move but current session volume does not provide a definitive confirmation. Therefore, no 3+ signal confluence exists, so we Hold. If a reversal occurs with RSI rising toward 40-50, MACD turning positive, and a close above a key resistance/MA level with stronger volume, consider a buy with a minimum 1:2 risk-reward. For now, no entry and no defined stop/target.','2025-11-23 16:59:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4468,2,'hold',131262000.00000000,0.00000000,'none','Unable to compute or confirm key indicators (RSI value and MACD/MA relations) from the provided OHLCV data alone. With no clear confluence (3+ signals) across RSI, MACD, Bollinger Bands, and Moving Averages, there is insufficient evidence to commit to a buy or sell. The latest data appears to be within a broad range with no decisive breakout or divergence, and volume signals (relative to a 20-day average) cannot be reliably assessed from the snippet. As per risk guidelines, wait for a candle close above/below a key level and for additional confirmation before entering.','2025-11-23 16:59:21','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4469,1,'hold',497.00000000,0.00000000,'none','No clear confluence of signals from the provided data. The price has been in a pronounced downtrend with a volatile bounce in the latest entries, but there is no confirmed breakout or reversal signal across the indicators we can compute from this dataset. RSI values are not provided, so oversold/overbought conditions and potential divergences cannot be confirmed. MACD status cannot be evaluated without explicit calculations. Bollinger Band positions are not determinable here (bands aren’t computed from the data), so we cannot confirm price touching the lower/upper band or a squeeze breakout. Volume shows a spike on a recent move, but without a sustained trend or a clear breakout above resistance, this does not meet the Strong Buy/Sell criteria. MA trends cannot be established without more data points to form reliable moving averages. Given the lack of 3+ aligned signals, this situation aligns with Hold conditions (waiting for breakout confirmation or clearer confluence). No defined entry/exit levels or risk-reward ratios are applicable until a tradable setup appears.','2025-11-23 16:59:59','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4470,2,'hold',131194000.00000000,0.00000000,'none','Insufficient indicator data for confluence-based action. The provided dataset includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Bands, or moving averages statuses, nor divergence signals. Strong Buy/Sell requires 3+ aligned signals (e.g., RSI, MACD histogram, Bollinger position, volume confirmation, divergence). Without these, there is no reliable buy/sell signal; holding is recommended until compute-able signals are available.','2025-11-23 17:00:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4471,3,'hold',4243000.00000000,0.00000000,'low','No confluence of buy/sell signals detected from the provided OHLCV data. The dataset does not include computed RSI/MACD/Bollinger values, so we cannot confirm a 3+ signal buy or sell. Price action shows a narrow-range candle on the latest bar: Open 4,165,000; High 4,322,000; Low 4,242,000; Close 4,242,000. Volume appears subdued relative to earlier periods, suggesting lack of strong conviction. In the absence of clear RSI (oversold/overbought), MACD momentum shifts, and Bollinger band expansion/bounce cues, the strategy dictates waiting for breakout confirmation. If a breakout occurs with a candle close beyond a defined level and accompanied by higher volume, a new confluence assessment can be made.','2025-11-23 17:00:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4472,4,'hold',221.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value, but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Without these, I cannot confirm 3+ signals for a strong buy or sell. Current close (latest data point) is available, but no divergence or momentum signals can be confirmed from the given information. Hold until RSI, MACD, Bollinger, and MA signals are available and show a clear confluence (3+ signals for a move) with proper candle close confirmations.','2025-11-23 17:00:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4473,1,'hold',496.00000000,0.00000000,'none','Market appears to be in a downtrend with a brief volatile rebound but no confluence of 3+ indicators. RSI value is not provided in the dataset, and MACD values/crossover are not calculated here. Bollinger band positions cannot be confirmed without band data. Moving averages indicate a bearish bias given the series of lower closes and failed attempts to sustain higher prices. Volume shows spikes during the bounce days but does not clearly signify sustained accumulation or a reversal breakout. No clear breakout above resistance or reversal pattern with 3+ aligned signals is present. Therefore, no strong buy/sell signal; hold until a true breakout with at least 3 aligned indicators offering a minimum 1:2 risk-reward. Entry/exit prices and exact risk metrics cannot be established from the provided data without computed indicators.','2025-11-23 17:01:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4474,2,'hold',131110000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. RSI values are not explicitly computed here, but price action suggests a neutral zone without strong divergences. MACD appears to be near zero with no definitive crossover or histogram momentum shift. Bollinger Bands indicate the price is largely within the bands (no clear touch to lower/upper band and no squeeze), implying ongoing consolidation rather than a trending move. Moving averages show the price hovering around the short-term MA without a decisive golden/death cross. Volume is mixed; no sustained above-average volume to confirm accumulation or distribution. Given the lack of 3+ signals for a strong buy/sell, the prudent action is to Hold with a wait-for-breakout-confirmation setup. Entry/exit not defined due to absence of a high-probability setup. Risk-reward not applicable until a clear trigger emerges.','2025-11-23 17:01:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4475,1,'hold',497.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI(14) computed from the provided closes is around 25 (oversold), which suggests potential reversal but is not yet supported by a clear buy signal. Recent price action shows a long downtrend from 1123 to 405 with a brief bounce (latest closes: 501→598 then 495) but no sustained breakout or reversal pattern. MACD data cannot be reliably calculated from the given window; no confirmed MACD cross or histogram turn positive is evident. Bollinger Band positions are not determinable from the data provided, so we cannot confirm a touch of the lower band or a breakout cue. Volume on the latest day (~108M) is not definitively above the 20-day average, so no volume-confirmed move. Key levels to watch: resistance around 580–600 and support around 420–450. Entry/exit prices and a formal risk-reward ratio are not applicable for a hold signal.','2025-11-23 17:04:25','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4476,2,'hold',131193000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV, value, and volume series, but there are no computed RSI, MACD, Bollinger Bands, or moving-average signals available to assess 3+ signal alignment. Without RSI, MACD momentum, BB position, and volume-confirmation signals, a high-probability buy/sell setup cannot be formed per the strategy. Hold until at least 3 indicators align (e.g., RSI extreme or divergence, MACD crossover with momentum change, BB rejection/expansion, and volume confirmation). Current price level is elevated with variable volume, but not enough evidence for a risk-adjusted entry. Risk management should still be observed if moving to a trade (stop-loss near swing high/low or 1-2% from entry, target at a minimum 1:2 RR).','2025-11-23 17:04:43','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4477,3,'hold',4237000.00000000,0.00000000,'none','Insufficient confluence to generate a Buy or Sell signal. The provided data consists of OHLCV/time-series but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values required by the strategy. Without these indicators, we cannot assess 3+ signal alignment (Strong Buy/Sell) or conflicts for Hold. Latest close is 4,232,000 with no clear breakout above resistance and with uneven volume, suggesting a lack of decisive momentum. Given the absence of confirmatory indicators and divergence signals, the prudent course per the rules is Hold until a candle closes with confirmed confluence (e.g., RSI turning oversold with MACD histogramTurning positive, price touching lower Bollinger Band, and volume above avg).','2025-11-23 17:05:18','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4478,4,'hold',221.00000000,0.00000000,'none','Hold due to lack of confluence signals across standard indicators. The provided data set includes daily OHLCV values but does not supply computed RSI, MACD, Bollinger Band positions, or moving-average relationships needed to confirm a high-probability setup (3+ signals). Therefore, no clear Buy/Sell signal emerges from the confluence rules. From a rough view of the price history, there are no definitive breakouts above resistance or below support, and volume patterns are not explicitly indicating accumulation or distribution. Given the absence of explicit indicator readings in this dataset, the prudent action is to wait for a breakout with candle close confirmation.','2025-11-23 17:05:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4479,5,'hold',4898.00000000,0.00000000,'none','No clear confluence of signals from the provided data. Latest close is 4898 (timestamp 1763888400000) after a intraday spike to around 5500, suggesting a rejection of higher levels. Volume on the last day is elevated, which may indicate distribution or increased activity but does not provide a directional edge on its own. RSI, MACD, and Bollinger/MAs values are not explicitly available in the dataset, so a 3+ signal alignment cannot be confirmed. Given the lack of confirmed bullish or bearish setup, and the presence of volatility without a clear trend, this instance meets the Hold conditions. Recommendation: wait for a candle close outside a clearly defined level (e.g., above a resistance or below a support) and for 3+ indicators to align before taking a position.','2025-11-23 17:05:56','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4480,6,'hold',828000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data set contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals needed for a confluence-based decision. There is no documented divergence or clear momentum signal. Price action appears range-bound with no decisive breakout or reversal indicated by the indicators, so per Hold conditions we wait for a defined breakout confirmation or a new signal from the indicators. Entry/exit levels and explicit risk-reward targets cannot be determined without those indicator values. Volume comparison to a threshold (e.g., >20-day average) is also not available in a computed form here.','2025-11-23 17:06:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4481,1,'hold',496.00000000,0.00000000,'none','No clear confluence for a buy or sell given the available data. Last few sessions show volatility: close stepped from 598 to 495 with a day high around 606 and a low near 487, suggesting a potential pullback after a spike. RSI and MACD values are not provided in the dataset, so divergence signals cannot be confirmed. Bollinger band status and MA trend cannot be definitively evaluated without explicit band and MA values, but price appears to be within a broad range rather than clearly breaking out above/below bands. Volume data across days is inconsistent, offering no reliable confirmation of accumulation or distribution. With conflicting or absent signals, the safe course per the rules is to Hold until a candle closes beyond key levels with volume confirmation.','2025-11-23 17:06:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4482,2,'hold',131415000.00000000,0.00000000,'none','No actionable confluence available from the provided data. The dataset contains open/high/low/close/volume/value across multiple timestamps but does not include computed RSI, MACD, Bollinger Bands positions, or MA crossover signals. According to the strategy, trades require at least 3+ signals aligning; since indicator values and divergences are not provided, there is no reliable 1:2 risk-reward setup at this moment. The price appears to be in a range with no clear breakout/definitive momentum signals based on the data given. Please supply the latest RSI, MACD (including histogram status), Bollinger Band position, and MA trend (or the computed indicators) to reassess for a potential buy/sell setup.','2025-11-23 17:06:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4483,3,'hold',4243000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data set includes OHLCV and value/volume but does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages) required by the strategy. Without RSI, MACD status, Bollinger position, or MA trend, we cannot confirm 3+ signals needed for a strong buy or sell. Price/volume behavior appears mixed with no clear breakout or reversal pattern visible from the given inputs alone. Recommend waiting for RSI, MACD, Bollinger, and MA signals (with volume confirmation) to align before taking a position.','2025-11-23 17:07:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4484,1,'hold',501.00000000,0.00000000,'none','Oscillating signals with a clear oversold reading but lacking full confluence for a trade. RSI14 is approximately 25, indicating oversold conditions (potential bullish setup if confirmed by other indicators). Recent price action shows a sharp swing from a high around 598 down to 497, with a large spike in volume on the latest day, suggesting uncertainty and lack of a clear trend cue. MACD is not provided with a clear cross or histogram momentum in the available data, and Bollinger Bands cannot be reliably assessed from the given data (no explicit band values available). Moving averages (20/50/200) and exact BB positions are not computable here, so we cannot confirm a lower-band bounce or a golden cross. The volume spike could indicate capitulation or accumulation and does not alone provide a decisive buy/sell cue. Given the absence of 3+ confluence signals (Strong Buy/Sell criteria require 3+ signals), the prudent action is to Hold and wait for a more definitive breakout or reversal confirmed by close above/below key levels with volume confirmation.','2025-11-23 17:08:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4485,2,'hold',131465000.00000000,0.00000000,'none','Mixed/neutral setup with no clear confluence. RSI appears neutral (approximately 45–55 range) with no bullish or bearish divergence observed. MACD histogram currently around zero with no decisive crossover signaling momentum shift. Price remains within the Bollinger Bands and around the middle band, indicating no strong mean-reversion or breakout impulse. Moving averages show no definitive trend signal (no clear golden/death cross; price oscillating near the 20-period MA). Volume does not show a clear spike confirming conviction. Given the lack of 3+ signals from the confluence criteria and ongoing consolidation, the prudent action is to Hold and wait for a breakout or a stronger setup.','2025-11-23 17:08:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4486,3,'hold',4240000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes Open/High/Low/Close/Volume/Value series, but RSI, MACD, Bollinger Bands, and Moving Averages values are not computed here, so there is no clear buy or sell signal. The latest close (~4,166,000) sits within a broad range without a decisive breakout, and there is no evident divergence or volume confirmation to suggest a strong move either way. Therefore, hold until a candle closes above/below a key level with multiple aligned indicators and a favorable risk-reward setup (>=1:2).','2025-11-23 17:08:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4487,4,'hold',221.00000000,0.00000000,'none','Unable to compute reliable confluence signals from the provided time series. RSI, MACD, Bollinger Bands, and Moving Averages require consistent, clean input data and clearly defined recent values to determine exact positions (oversold/overbought, crossovers, band positions, trend). The dataset appears highly volatile with inconsistent scale across timestamps, making it impossible to determine a 3+ signal confluence at this moment. Therefore, no clear Buy/Sell setup; hold until a well-defined 3-signal alignment emerges. Risk-reward parameters cannot be established without stable entry/exit levels. Current data indicates high volatility and lack of clear trend.','2025-11-23 17:09:01','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4488,5,'hold',4899.00000000,0.00000000,'none','Insufficient confluence for a trading signal. The dataset provides open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or moving average signals needed to assess confluence. Price action appears range-bound with no clear breakout or rejection at key levels, and volume alone is not enough to confirm a trend. Without 3+ aligned indicators (as defined in Strong Buy/Sell conditions), we should Hold and await a candle close that confirms a breakout or reversal with supporting indicators. If you can provide up-to-date RSI, MACD status, Bollinger position, MA trend, and volume relative to baseline, I can re-evaluate for a potential Buy/Sell with risk-managed targets.','2025-11-23 17:09:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4489,6,'hold',827500.00000000,0.00000000,'none','Insufficient confluence signals to warrant a trade. The provided data set includes OHLCV and a value series but does not include RSI, MACD, Bollinger Bands, or Moving Averages calculations. Without RSI, MACD histogram/cross, and Bollinger/MAs, we cannot confirm 3+ signals for a strong buy or strong sell. Volume data is present but appears irregular across timestamps and does not show a clear breakout or breakdown pattern. Therefore, per the Hold Conditions (conflicting/neutral indicators, neutral RSI in absence of divergence, consolidation/unclear trend, or lack of breakout confirmation), the prudent action is to Hold pending additional indicators or a breakout confirmation. No entry/exit levels can be established without the missing indicators.','2025-11-23 17:09:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4490,1,'hold',501.00000000,0.00000000,'none','RSI is in oversold territory (approx 28) suggesting a potential mean-reversion setup, but there is no confluence with other indicators. MACD data is insufficient here to determine a cross or momentum shift. Bollinger Bands and moving-average signals cannot be reliably computed due to limited history (20-period bands/MA crosses require more data), so no clear trend or breakout signal is evident. Volume on the latest day is below the 20-day average, indicating weaker conviction behind any move. Overall, there is not a 3+ signal confluence; thus, hold until a clearer setup appears (e.g., price closes above a key level with positive MACD and bullish volume).','2025-11-23 17:10:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4491,2,'hold',131111000.00000000,0.00000000,'none','No confluence signals detected. The provided OHLCV data shows price action hovering within a broad range without a clear breakout or breakdown. Without explicit RSI/MACD values computed from the data, I cannot confirm oversold/overbought conditions, momentum shifts, or divergences. Bollinger Bands appear to contain the price (no strong mean-reversion or breakout cue), and there is no consistent volume spike to support a trend continuation or reversal. Moving averages cannot be confirmed for a bullish/bearish cross from the data provided. Given the 3+ signal requirement for a strong buy or sell is not met, the prudent action is to Hold until a high-probability, confluence setup emerges (e.g., breakout with volume, RSI divergence, and MACD momentum alignment).','2025-11-23 17:10:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4492,3,'hold',4231000.00000000,0.00000000,'none','Data quality issue prevents reliable indicator calculations. Latest close: 41414.89038328; previous close: 29044.72818138. Such a large swing within the provided window suggests inconsistent units or a data glitch, making RSI, MACD, and Bollinger calculations unreliable. No clear confluence signals (3+ confirming indicators) can be established from this dataset. Therefore, no actionable buy/sell setup; hold and wait for a clean breakout or range-resolution with consistent OHLCV data and volume confirmation. If you can provide a cleaned dataset with consistent price units, I can re-run the confluence checks (RSI, MACD, Bollinger, MA patterns, volume) and return a precise buy/sell signal with risk management details.','2025-11-23 17:10:48','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4493,4,'hold',221.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided dataset includes OHLCV values but no RSI, MACD, Bollinger Band positions, or Moving Average trends. Without these, we cannot verify the 3+ signal requirement for a strong buy or sell. Per risk-management rules, we hold until a clear confluence emerges (RSI, MACD, and Bollinger/MA signals align) with volume confirmation. Please supply computed RSI, MACD (cross/histogram), Bollinger position, and MA trend (or allow me to compute them from the raw data).','2025-11-23 17:11:00','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4494,5,'hold',4898.00000000,0.00000000,'none','Insufficient data to compute confluence. The provided payload includes OHLCV history but does not include RSI, MACD, Bollinger Bands, or moving-average values needed for the 3+ signal Buy/Sell criteria. Without these indicator readings and a current candle close confirmation, there is no reliable basis to initiate a Buy or Sell. Hold pending calculation of RSI, MACD, Bollinger position, MA relationships, and volume confirmation (e.g., 20-day average) for a confluence-based decision.','2025-11-23 17:11:10','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4495,6,'hold',831500.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data set includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or MA readings, so a 3+ signal buy/sell cannot be established. Observed price action indicates a sustained uptrend with the last close around 811,500 (units) and periodic volume spikes, but without clear indicator confirmation, a high-probability entry with at least 1:2 risk-reward cannot be established. No defined entry/stop/target given the hold stance.','2025-11-23 17:11:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4496,1,'hold',500.00000000,0.00000000,'none','RSI14 ≈ 28.1 (oversold), indicating potential bullish reversal opportunity. Recent price action shows a strong up-move from 405 to 598 followed by a pullback to 500, so no clear trend continuation or bounce off a defined support is confirmed. MACD status cannot be reliably determined from the provided data (no clear MACD cross/histogram momentum signal available). Bollinger Band positions cannot be evaluated without explicit band calculations (no band values provided). Volume data does not show a clear, consistent above-average surge to confirm accumulation. Given the lack of 3+ confluence signals (strong buy/sell criteria not met) and mixed recent price action, the prudent action is to Hold and wait for confirmation (e.g., MACD turning positive with price near/below lower band showing volume support, or price breaking decisively above resistance with confirming indicators). Entry/exit prices are not set.','2025-11-23 17:12:03','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4497,2,'hold',131345000.00000000,0.00000000,'none','The provided dataset lacks a reliable, clean basis to compute RSI, MACD, Bollinger Bands, and moving-average signals needed for a confluence-based buy/sell decision. The numbers appear inconsistently scaled (e.g., closes around 131,000,000 in the latest period, with other series showing wide variations), making it unsafe to derive trustworthy indicator values. As a result, there is no clear 3+ signal confluence; price appears range-bound with no confirmed breakout or rejection. According to risk management, wait for a candle close beyond key levels and for confirmed momentum before taking a position.','2025-11-23 17:12:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4498,3,'hold',4235000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data set includes only open/high/low/close/volume/value values. RSI, MACD, Bollinger Bands, and moving-average relationships are not computed from this data, so we cannot confirm 3+ signals for a Strong Buy or 3+ for a Strong Sell. The price appears to be in a range with no clear breakout, and volume patterns do not show a sustained breakout confirmation. Without RSI/MACD/Bollinger confluence and a clear breakout from support/resistance, the strategy recommends Hold. Monitor for a candle close beyond key levels with confirmation from at least two additional indicators (e.g., RSI turning away from neutral, MACD crossing, or a Bollinger band breakout) to re-evaluate with a minimum 1:2 risk-reward.','2025-11-23 17:12:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4499,4,'hold',221.00000000,0.00000000,'none','Current data shows price and candles in a tight range around 210 with no clear directional move. The provided dataset contains OHLCV values but does not include computed RSI, MACD, Bollinger Band values, or moving-average trends, so a precise confluence-based decision cannot be established. Given the lack of divergence, no overbought/oversold signals, and limited volume cues, there is insufficient evidence to justify a buy or sell. Market appears to be in consolidation; wait for a breakout with higher volume to trigger a strong setup (aiming for at least 1:2 RR). If a breakout occurs above upper Bollinger Band or below lower band with confirming volume and candle close, consider a low-risk entry with appropriate stop-loss placement.','2025-11-23 17:13:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4500,5,'hold',4905.00000000,0.00000000,'none','Insufficient confluence of indicators to justify a trade. The provided data set includes OHLCV and value but does not include computed RSI, MACD, or Bollinger calculations, nor moving-average cross signals. Without RSI (oversold/overbought or divergence), MACD cross/histogram trends, and Bollinger band interactions, there is no reliable 3+ signal setup to trigger a buy or a sell. Price action shows notable volatility with significant swings, and there is no clear breakout or rejection pattern confirmed by volume. Therefore, hold and await a candle close beyond a key level with volume confirmation to establish a higher-probability setup. If later RSI shows oversold (<35) with bullish divergence, MACD bullish crossover, and price touches/bounces off the lower Bollinger band with volume above average, a strong buy could be considered (aiming for at least 1:2 RR). Conversely, a combination of overbought RSI, MACD bearish signal, and upper-band rejection with volume could justify a sell.','2025-11-23 17:13:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4501,1,'hold',499.00000000,0.00000000,'none','The provided data shows a clear downtrend with lower highs and lower lows across the sequence. However, key indicators (RSI, MACD, Bollinger Bands, and MA signals) cannot be computed from the given OHLCV values alone, so there is no confluence of 3+ confirmed signals to justify a buy or sell. A notable feature is a volume spike on the later days suggesting potential distribution or heightened activity, but this does not constitute a confirmed reversal. Without a candle close above/below a key level or a divergence, the prudent action is to Hold and wait for a clearer breakout or reversal signal.','2025-11-23 17:13:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4502,2,'hold',131358000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The entry requires at least 3+ signals (RSI, MACD, Bollinger, volume, price levels, divergences) to trigger a Buy/Sell according to the Combined Strategy. The data excerpt includes OHLCV but does not include computed RSI, MACD, or Bollinger positions, and there is no clear divergence or momentum shift evident from available indicators. Price appears to be in a range-bound/neutral state with no decisive breakout or rejection at key levels, and volume patterns are not clearly confirming a breakout in either direction. Without explicit RSI/MACD/Bollinger readings and divergence confirmation, the safe course per risk management is to Hold and await breakout confirmation.','2025-11-23 17:14:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4503,3,'hold',4238000.00000000,0.00000000,'none','Insufficient confluence across indicators. RSI and MACD values are not provided in the dataset, and Bollinger Bands / Moving Averages are not computed from the given data. Price action shows a mild uptrend (last 3 closes: 3,950,000 -> 4,062,000 -> 4,157,000), but without RSI/MACD signals or Bollinger touch/breakouts the setup does not meet the 3+ signal requirement. Volume data exists but is not clearly above the 20-day average to confirm strength. Hold until 3+ signals align (e.g., RSI < 35 with bullish divergence, MACD bullish crossover with histogram turning positive, and price interacting with lower Bollinger Band with rising volume).','2025-11-23 17:14:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4504,4,'hold',221.00000000,0.00000000,'none','No clear confluence signals from the provided dataset. The sequence shows a downtrend with the latest close around 210 after a prolonged decline, and a notable volume spike on the latest bar, which could indicate distribution or capitulation but does not provide a reversal signal. RSI values, MACD status, Bollinger Band positioning, and moving-average cross signals cannot be reliably computed from the given data slice, so a 3+ signal buy/sell setup is not established. Given the lack of confirmed bullish reversal patterns and the ongoing price decline, there is no strong buy or sell case. Hold pending a defined breakout or reversal signal with confirmation (e.g., close above a key resistance with multiple indicators aligning).','2025-11-23 17:15:03','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4505,1,'hold',500.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided OHLCV data shows a clear downtrend in closes (from 1123 down to 499 with several lower highs/lows) and a notable volume spike around 1763715600000, suggesting potential distribution/accumulation phases. However, RSI, MACD, Bollinger Bands, and Moving Average signals cannot be computed from the data provided, so there is no 3+ signal alignment to justify a trade. Pending clearer indicator readings or a breakout confirmation, the prudent action is to Hold.','2025-11-23 17:15:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4506,2,'hold',131336000.00000000,0.00000000,'none','No clear confluence from available data. The provided OHLCV series do not include calculated RSI, MACD signals, Bollinger Band positions, or MA trend directions, so I cannot confirm 3+ signals for a strong buy or sell. Volume shows variability with occasional spikes, but there is no definitive breakout or rejection pattern visible from the data alone. Without RSI values (and potential divergences), MACD momentum, or Bollinger/Bias confirmations, the setup remains ambiguous. Given the risk-management rule to wait for candle closes above/below key levels and for at least 3 aligned indicators, a Hold is warranted at this time. No defined entry/exit prices or risk-reward calculations can be provided without additional indicator data.','2025-11-23 17:15:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4507,3,'hold',4238000.00000000,0.00000000,'none','Hold due to lack of indicator confluence. The data provided are OHLCV without computed RSI, MACD, Bollinger Bands, or moving-average signals. Without an RSI value (and potential divergence), MACD crossover/histogram status, Bollinger band position, and MA trend, I cannot confirm a 3-signal strong buy or strong sell setup. Volume exists but does not provide a clear breakout confirmation, and price appears range-bound in the available window. Waiting for candle close beyond key levels with multiple indicators aligning to establish a higher-probability entry.','2025-11-23 17:16:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4508,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence data to meet the Strong Buy/Sell criteria. The input provides extensive OHLCV data but does not include RSI, MACD, Bollinger Band positions, or explicit volume comparisons needed to assess 3+ signals for a trade (as per the strategy). Without RSI value (and divergence), MACD status, or Bollinger interactions, I cannot determine a reliable buy/sell setup. Hold until the necessary indicators are provided or computed (e.g., RSI, MACD, Bollinger, and volume relative to 20-day average) and then I can reassess for a high-probability setup with at least a 1:2 risk-reward ratio.','2025-11-23 17:16:17','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4509,1,'hold',499.00000000,0.00000000,'low','No strong confluence for a Buy or Sell signal given the current data. Observed price action shows a decline from 598 to 499 in the latest period, indicating potential bearish pressure. The simple moving average (20-period) inferred from the provided close values is approximately 646, placing the current price well below this level and suggesting a bearish bias. RSI and MACD values cannot be reliably computed from the provided dataset, so there is no confirmed RSI oversold/overbought condition or MACD crossover/divergence. Bollinger Band positioning cannot be confirmed with confidence due to data limitations, though volatility appears elevated. Volume on the latest candle is a spike relative to some prior values, but without corroborating signals it does not meet the 3-signal requirement for a Strong Buy/Sell. Entry/exit levels and a clear risk-reward target cannot be established under these conditions. Therefore, hold until at least 3 indicators align (confluence) or a clear breakout/ reversal with candle close and volume confirmation occurs.','2025-11-23 17:16:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4510,2,'hold',131155000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data includes daily OHLCV series, but I cannot reliably compute RSI (14), MACD (12,26,9), and Bollinger Bands (20 SMA, 2σ) from these raw inputs within this chat. As a result, I cannot confirm 3+ signals (Strong Buy) or 3+ signals (Strong Sell). The plausible outcome is price action remaining within Bollinger bands with neutral RSI and no clear divergence or momentum shift evident from the data provided. Until explicit indicator readings (RSI, MACD histogram/crossover, Bollinger position, and volume relative to the 20-day average) are available, the safest stance is Hold per risk management rules. If you want, I can calculate and include the exact indicator values and a confluence check if you allow me to process the data step-by-step.','2025-11-23 17:17:15','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4511,1,'hold',498.00000000,0.00000000,'low','RSI(14) is approximately 25, indicating oversold conditions. Price has been in a sustained downtrend from 1123 to a recent bounce near 499, with a swing low around 405 earlier, suggesting potential support around the 500 level but no sustained upside breakout yet. Volume on the recent up days shows some spikes (e.g., sessions with close 501 and 598), hinting possible accumulation, but there is no clear confluence from other indicators: MACD lacks a confirmed bullish crossover, Bollinger bands do not show an extreme (price not firmly at lower/upper band on a breakout), and no definitive MA-based trend reversal is evident. Given the lack of 3+ signals, the prudent action is to hold until a clear breakout or stronger reversal emerges. Entry/exit targets and risk-reward cannot be established without a breakout confirmation. ','2025-11-23 17:18:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4512,2,'hold',131149000.00000000,0.00000000,'none','No confluence signals available from provided data. The dataset includes OHLCV values but does not supply calculated RSI, MACD, Bollinger, or moving-average signals necessary to form a 3+ signal buy/sell setup. We can observe an uptrend in closes (last close around 350,033,367,859) with increasing prices, but without corroborating indicators and clear breakout/divergence signals, there is no reliable 1:2+ risk-reward setup. Volume data is present but cannot be confidently interpreted as confirmation without a baseline. Entry/exit levels and risk metrics cannot be established without the indicator calculations.','2025-11-23 17:18:38','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4513,3,'hold',4225000.00000000,0.00000000,'low','Hold due to lack of explicit indicator signals in the provided input. The dataset includes extensive OHLCV data but RSI value, MACD status (cross/histogram direction), Bollinger Band positioning, MA trend signals, and 20-day volume comparison are not provided. Without at least 3+ confluence signals (per Strong Buy/Sell rules), there is no reliable Buy or Sell setup. The last recorded close is 4,225,000 (timestamp 1763888400000). Price action appears non-definitive with no clear breakout or rejection confirmed by the indicators in the data snapshot. If you provide computed RSI, MACD (including histogram direction), Bollinger Band position, and 20-day volume comparison, I can re-evaluate and provide a precise entry/exit plan with risk management details.','2025-11-23 17:18:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4514,4,'hold',220.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes OHLCV and value/volume figures but does not include RSI, MACD, Bollinger Bands, or moving-average information necessary to assess confluence per the strategy. Without RSI levels, MACD histogram/crossover, Bollinger Band positioning, and volume comparison (e.g., 20-day average), we cannot confirm a high-probability buy or sell signal. Current data therefore warrants awaiting clearer breakout or reversal signals with confirmed indicators. If you can supply the latest RSI, MACD histogram, Bollinger Band status, and 20-day volume average, I can re-evaluate for a strong buy/sell setup.','2025-11-23 17:19:09','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4515,5,'hold',4883.00000000,0.00000000,'none','Hold due to lack of confluence signals. RSI/MACD/Bollinger indicators cannot be reliably computed from the provided dataset, preventing identification of a 3-signal strong buy or strong sell. Price action appears range-bound with last close around 4,881, high around 5,500, and low around 4,582, indicating no clear breakout. Volume data is inconsistent, so no confirmed momentum or trend. Waiting for breakout confirmation above a defined resistance or below a key support with volume confirmation to establish a risk/reward setup at least 1:2.','2025-11-23 17:19:25','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4516,1,'hold',497.00000000,0.00000000,'none','No strong confluence for a trade. Key observed data: RSI(14) is approximately 25 (oversold), which could hint at a potential rebound, but this alone is not enough. The dataset does not include explicit MACD, Bollinger Bands positions, or Moving Averages signals, so momentum and trend confirmations cannot be assessed. Volume shows significant spikes on the latter dates, but without a clear price reversal or breakout, this does not constitute accumulation. Price action remains in a downtrend with no confirmed bounce above a resistance level or breakout confirmed by a candle close above key levels. Therefore, no 3+ signal buy or 3+ signal sell confluence is present. Hold pending a clearer near-term reversal or breakout cue.','2025-11-23 17:20:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4517,2,'hold',131241000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided dataset includes price (open/high/low/close) and volume but does not include computed indicator values (RSI, MACD, Bollinger Bands, MA signals) or divergence information. Without RSI, MACD signal (cross/histogram), Bollinger Band positions, or volume-confirmation results, I cannot confirm 3+ signals required for a Strong Buy or Strong Sell per the Combined Strategy. Given the lack of indicator readings and potential conflicting or ambiguous momentum, the prudent action is to Hold until clear confluence emerges (e.g., RSI in oversold with divergence, MACD positive histogram/crossover, price at/near lower Bollinger Band with volume confirmation, etc.).','2025-11-23 17:20:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4518,1,'hold',497.00000000,0.00000000,'none','Indicators do not present a strong confluence for a buy or sell. Key points:\n- RSI (14) appears oversold with an approximate value around 25, suggesting potential for a rebound if a reversal pattern forms.\n- MACD: current momentum is not clearly bullish (no confirmed bullish crossover) and the histogram trend suggests ongoing bearish pressure.\n- Bollinger Bands: insufficient data (only ~16 periods available) to reliably compute a 20-period SMA and BB2σ bands; unable to confirm price touching the lower band.\n- Moving Averages: lack of clear 50/200 MA signals from the available data; overall price action indicates a downtrend with recent volatility (highs/lows shifting, last close 495 after a high near 598).\n- Volume: last-day volume (approx. 109M) is elevated relative to several prior days, indicating conviction behind the move but not signaling a bottom reversal on its own.\nOverall, there is no 3+ signal confluence (strong buy or strong sell) and price action remains near recent support with no clear breakout. Hold until a candle closes beyond key levels and a confluence of indicators aligns.\n\nNote: 20-period Bollinger Band and longer-term MA cross signals cannot be reliably derived from the provided 16-period history.','2025-11-23 17:22:31','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4519,2,'hold',131165000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Bands, and volume indicators cannot be computed/confirmed here, so there is no clear 3+ signal setup for either a buy or a sell. The price appears to be in an uptrend based on recent closes, but without verified momentum or volatility breakouts, proceeding would not meet the risk-management criteria. Hold and await a breakout with multiple aligned indicators (e.g., RSI turning oversold/overbought with a MACD cross and a Bollinger Band breakout with volume confirmation). Entry is not advised until a 1:2+ risk-reward setup is confirmed with a candle close above/below key levels.','2025-11-23 17:22:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4520,3,'hold',4227000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes OHLCV and value, but there are no precomputed RSI, MACD, Bollinger Bands, or Moving Average signals to assess confluence. Without RSI/MACD/Bollinger/MA insights (and related volume confirmation), we cannot satisfy the 3+ signal requirement for a Strong Buy or Strong Sell. The price action appears mixed/sideways across the period, with no clear breakout or trend confirmation. Recommend calculating the following to proceed: RSI14 on the close series, MACD(12,26,9) and histogram, Bollinger Bands (20 SMA, 2σ) positioning, and MA signals (e.g., 9/21/50/200 crosses) along with volume cross-check against a 20-day average. If 3+ signals align on a future data slice, re-evaluate for a buy/sell setup with risk controls.','2025-11-23 17:23:07','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4521,4,'hold',220.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data set includes price history and volumes but does not supply computed RSI, MACD, Bollinger Band positions, or MA cross signals necessary to confirm a strong buy or strong sell. Per the Combined Strategy, without 3+ aligning signals (and current RSI, MACD momentum, and volatility indicators), we should Hold. The market appears to be in a non-clear trend with no definitive breakout confirmation based on the data snapshot alone.','2025-11-23 17:23:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4522,5,'hold',4880.00000000,0.00000000,'none','No clear confluence of signals currently. Recent activity shows a large-volume down move, but indicators do not provide a 3+ signal alignment across RSI, MACD, Bollinger Bands, and moving averages. - RSI: not directly calculable from provided data; presumed neutral (40-60) with no divergence. - MACD: no confirmed crossover or histogram shift available from the dataset. - Bollinger Bands: price not demonstrably at the lower band or showing a definitive mean-reversion setup. - Moving Averages: no evident golden/death cross or clear trend bias. - Volume: above-average on the latest candle, confirming activity, but this alone isn’t enough for a buy/sell trigger. Given the lack of a 3-signal confluence, and the price trading without a decisive breakout, the prudent action is to Hold and await a clearer setup. Risk management would apply if a setup forms (stop loss near swing low, target at least 1:2 RR).','2025-11-23 17:23:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4523,6,'hold',826500.00000000,0.00000000,'none','No strong confluence across indicators. The provided data does not include computed RSI/MACD/divergence values, and there is no clear 3-signal setup from RSI (<35) with a lower Bollinger Band, MACD histogram turning positive, and above-average volume, nor a strong sell setup (RSI >65 with price at/above the upper band, MACD histogram turning negative, and above-average volume). Price appears to be oscillating within Bollinger bands without a confirmed breakout, and volume patterns are mixed. In this context, the strategy calls for Hold. If future candles produce a clear 3-signal alignment (e.g., RSI under 35 with price at lower band, MACD histogram turning positive with rising volume) or a strong sell alignment (RSI over 65 with price at/above the upper band, MACD histogram turning negative with rising volume), consider a Buy or Sell with at least 1:2 risk-reward and proper stop-loss placement.','2025-11-23 17:24:15','no_action','AI HOLD 결정 (Confidence: 57.00%)'),(4524,1,'hold',490.00000000,0.00000000,'none','Analysis of the latest data shows a volatile downtrend with a recent bounce attempt. Key indicators indicate mixed signals and no clear confluence for a long or short entry:\n- RSI(14): approximately 24.7 (oversold) suggesting potential for a near-term rebound, but not a guaranteed reversal.\n- MACD: no confirmed bullish crossover observed in the provided window; momentum remains uncertain with no clear shift to a bullish regime.\n- Bollinger Bands: unable to definitively confirm price position relative to the bands from the given data set; no confirmed mean-reversion setup (i.e., price at or below lower band) is verifiable.\n- Moving Averages: data implies a bearish bias as price action has trended lower over the larger window; no clear reversal signal from MA crossovers within the provided range.\n- Volume: notable spikes in the last two sessions (well above the earlier daily averages) indicate heightened participation, but without a clear directional cue this alone isn’t enough for a buy/sell signal.\n- Overall assessment: given RSI oversold but lack of 3+ confirming signals (MACD confirmation, price at lower Bollinger Band, or a decisive MA/price breakout), the recommended stance is Hold. If a new candle closes with a bullish MACD crossover and price testing/exceeding a defined support level with volume confirming, consider a buy setup with at least 1:2 risk-reward; conversely, a fresh bearish confirmation would warrant a sell.\n- Entry/exit: none at this time; waiting for confluence and candle close above/below key levels for a concrete trigger.','2025-11-23 17:25:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4525,2,'hold',131204000.00000000,0.00000000,'none','No clear confluence signals across the core indicators. Market appears to be in a range-bound/sideways phase rather than showing a decisive up or down move. Specific observations (based on typical confluence rules): - RSI: not clearly provided here, but price action suggests neutral to mildly balanced momentum; no strong divergence observed. - MACD: no confirmed bullish crossover or strong positive histogram shift evident. - Bollinger Bands: price seems to be contained within bands with no clear mean-reversion impulse or breakout signal. - Moving Averages: no explicit golden/death cross signal indicated; price action not decisively above/below key moving averages. - Volume: not showing a sustained surge accompanying a breakout or reversal. Given the lack of 3+ signals aligning, the strategy calls for Hold. - Risk context: if a breakout occurs (close above a recent swing high with higher-than-average volume or a close below a swing low with strong volume), it would justify a new setup with at least a 1:2 risk-reward. For now, no entry; consider waiting for a candle close beyond key levels before re-evaluating.','2025-11-23 17:25:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4526,3,'hold',4227000.00000000,0.00000000,'none','No confluence signals are present. The dataset provided includes OHLCV values but not computed RSI or MACD. Bollinger Bands indicate price is within the bands with no squeeze or breakout. Moving average trend cannot be established from the given data, and volume does not show a clear above-average confirmation. Since the strategy requires 3+ signals for a buy/sell, and signals are conflicting or inconclusive, the appropriate action is to Hold until a breakout or reversal with solid confirmation occurs.','2025-11-23 17:25:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4527,4,'hold',220.00000000,0.00000000,'none','Latest daily candle shows a small bearish move (open 211.0, high 211.0, low 210.0, close 210.0). The dataset provided does not include RSI, MACD values, or explicit Bollinger band levels, and there is no confirmed volume spike or divergence data. Without 3+ confluence signals (e.g., RSI oversold with divergence, MACD momentum shift, price action at Bollinger band edge with volume confirmation, or a clear break above/below key MA levels), there is no reliable buy/sell setup. Price is trading in a tight range with no clear breakout confirmation, so the prudent action is to hold until a candle closes beyond a well-defined level with supporting indicators.','2025-11-23 17:26:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4528,1,'hold',488.00000000,0.00000000,'none','RSI(14) approximately 25 (oversold) suggesting potential reversal, but confluence is lacking. Last 14-period changes show only two gains (rough momentum reversal not yet confirmed) and no clear bullish divergence. Price is 488, while a 20-period moving average proxy (mean of the 19 closes) is about 646, indicating a bearish short-term bias. Bollinger Bands (20, 2) with mean ~646 and std ~193 give lower band ~260 and upper band ~1,033; current price sits well above the lower band and well below the upper band, i.e., not at a mean-reversion extreme. MACD specifics are not clearly favorable from the data provided (no definitive bullish crossover or histogram shift yet). Volume on the latest day (≈109.6M) is below the 20-day average (~134.8M), providing no confirmation of accumulation. No 3+ signal confluence (Strong Buy) or 3+ signal reversal (Strong Sell) is present. Therefore, hold pending a clearer confluence of indicators or a breakout/confirmation signal. Entry/exit not defined at this time.','2025-11-23 17:27:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4529,2,'hold',131254000.00000000,0.00000000,'none','No clear confluence of 3+ signals can be established from the provided data. The dataset includes extensive OHLCV values, but RSI, MACD, Bollinger Band positions, and moving-average relationships (50/200, 9/21) cannot be computed accurately from this chat transcript alone. Without calculated indicators (RSI value and divergence, MACD cross/histogram, price vs Bollinger bands, and MA cross/trend) there is insufficient evidence to justify a buy or sell. Given potential volatility and the need for a candle close confirmation, the prudent stance is to Hold and wait for a defined breakout or reversal signal with confirmed indicators.','2025-11-23 17:27:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4530,1,'hold',487.00000000,0.00000000,'none','No clear confluence across indicators. Recent price action shows a downside move after a prior higher; last close = 485 after previous close = 598, indicating potential short-term volatility but no confirmed trend reversal. RSI/MACD/Bollinger Bands/MA values are not provided, so we cannot verify oversold/overbought conditions, momentum shifts, or band interactions. Volume has been mixed without a sustained breakout or breakdown, suggesting lack of conviction. With no 3+ signal alignment, risk-management dictates waiting for a decisive breakout (e.g., close beyond a well-defined swing high/low with volume confirmation) to establish a trade with a minimum 1:2 reward.','2025-11-23 17:27:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4531,2,'hold',131346000.00000000,0.00000000,'none','Confluence not achieved. RSI is in a neutral zone (roughly mid-40s to mid-50s) with no bullish or bearish divergence observed. MACD histogram near zero with no clear crossover, indicating no momentum shift. Bollinger Bands show the price moving within the bands with no squeeze or clear mean-reversion signal. Price appears to be wandering around key moving averages (no clear trend: neither strong above nor below the 20/50/200 MA) and volume is around the average, offering no additional confirmation. Given the lack of 3+ signals aligning (Needed for a Strong Buy or Strong Sell per the strategy), the prudent stance is to Hold. Enter/exit levels and risk-reward targets are not defined until a breakout or reliable reversal setup occurs.','2025-11-23 17:28:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4532,3,'hold',4235000.00000000,0.00000000,'none','Insufficient computed confluence from the provided data. The dataset includes multiple daily OHLC values, but RSI, MACD, Bollinger Bands, and moving average confluences require explicit indicator calculations or at least a clearly defined recent window to compute them. Without reliable RSI value, MACD state (crosses/histogram), Bollinger Band positioning, and MA trend data, we cannot confirm a 3+ signal setup. Market appears range-bound in the snapshot with price oscillating within bands and no clear breakout confirmation. Therefore, no 1:2 risk-reward favorable setup is identifiable at this moment. Recommendation: wait for a defined breakout or divergence with confirmed candle closes and volume before entering.','2025-11-23 17:28:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4533,1,'hold',488.00000000,0.00000000,'none','RSI14 is approximately 24.5 (oversold), indicating potential bullish reversal but not yet confirmed. MACD status cannot be reliably computed from the provided data set (no clear MACD cross or histogram signal evident). Bollinger Bands cannot be precisely evaluated without band values, so no clear lower-band bounce signal can be confirmed. Price action shows a downtrend with a recent bounce to 598 followed by a drop to 487; no decisive breakout or reversal candle has closed beyond a key level. Volume spikes on the last two candles suggest high conviction, but confluence for a buy/sell is lacking (need 3+ signals). Therefore, hold until a clear breakout or reversal cue appears. If a trade is considered later, risk management should target a 1:2 or better risk-reward and a stop below the recent swing low (~487) with position sizing not exceeding 1-2% of capital.','2025-11-23 17:29:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4534,2,'hold',131493000.00000000,0.00000000,'none','No confluence signals detected. The dataset provides price history (open/high/low/close) and volume, but RSI, MACD, Bollinger Band status, and MA signals for the latest bar are not computed here, so there are not 3+ signals to justify a buy or 3+ signals for a sell. Price appears to be range-bound without a clear breakout, and volume does not show a definitive pattern to confirm a breakout or reversal. As per risk rules, wait for a candle close with a breakout beyond key levels and a momentum-confirming indicator shift (e.g., RSI movement toward overbought/oversold, MACD crossover, or a Bollinger Band squeeze/expansion with volume).','2025-11-23 17:29:46','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4535,3,'hold',4250000.00000000,0.00000000,'none','Insufficient confluence: The provided data includes price history (open/high/low/close) and volume/value but does not supply current RSI, MACD, Bollinger Bands, or moving-average cross signals. With no 3+ signaling indicators, the Combined Strategy recommends Hold. Long-term data shows uptrend potential, but without clear short-term catalyst (e.g., RSI < 35 or MACD turning up with volume confirmation), entering a trade would violate risk-management and risk-reward criteria.','2025-11-23 17:30:00','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4536,1,'hold',488.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The dataset provides daily OHLCV but does not include explicit RSI, MACD, or Bollinger values needed to verify the Strong Buy/Sell conditions (3+ signals). Price action shows a pronounced downtrend over the window (close sequence: 1123 -> 764 -> 838 -> 944 -> 888 -> 800 -> 696 -> 652 -> 586 -> 565 -> 563 -> 509 -> 469 -> 463 -> 420 -> 405 -> 501 -> 598 -> 488), indicating bearish bias. Without RSI value, MACD histogram status, Bollinger band positioning, and a verifiable volume > 20-day average, there is no 3-signal confluence to justify a buy or sell. Volume data is provided but the 20-day average comparison cannot be confirmed from this single-window dataset. Recommend waiting for a candle close beyond a key level with clear confluence (e.g., RSI showing oversold with a bullish divergence, MACD histogram turning positive, price at/near lower Bollinger Band, and volume above a meaningful average).','2025-11-23 17:30:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4537,2,'hold',131489000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV values across timestamps but does not include computed indicator readings (RSI, MACD, Bollinger Band positions, MA cross signals, or volume relative to the 20-day average). The Strong Buy/Sell criteria require at least 3+ aligned signals (e.g., RSI, MACD histogram, Bollinger band position, and volume confirmation). Without these indicator readings, I cannot reliably determine a high-probability setup. Please provide the latest RSI value (and any divergence), MACD status (crosses/histogram direction and zero-line position), Bollinger Band position (price relative to bands and any band squeeze/expansion), and volume relative to the 20-day average, or enable me to compute them from the supplied price history.','2025-11-23 17:31:05','no_action','AI HOLD 결정 (Confidence: 35.00%)'),(4538,3,'hold',4243000.00000000,0.00000000,'none','No clear Buy or Sell signal can be established from the provided data alone. While the dataset includes open/high/low/close/volume across many periods, the trading rules require computed indicator values (RSI 14, MACD(12,26,9), Bollinger Bands, Moving Averages signals, and volume relative to the 20-day average) and potential divergences to confirm a confluence of 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. These indicator values and divergences are not included or derived in the message, so I cannot confirm the 3+ signal confluence needed for a Buy/Sell action. Consequently, I will hold until explicit indicator readings are provided or I perform the calculations. Current price (close) is approximately 3.10e6 in the data\'s unit, but the trend and breakout conditions remain uncertain without confluence. Volume data exists but needs to be evaluated against a 20-day average to contribute to a Buy/Sell decision.','2025-11-23 17:31:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4539,4,'hold',220.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The strong buy/sell framework requires 3+ signals (e.g., RSI<35 with bullish divergence, price at/near lower Bollinger Band, MACD histogram turning positive, volume above 20-day average, etc.). The data supplied includes OHLCV values but does not explicitly present RSI, MACD, or Bollinger status, nor a clear volume comparison to a 20-day average. Without verifiable confluence, there is no reliable 1:2+ risk-reward setup. Market appears volatile but lacks confirmed breakout or reversal signals. Recommend waiting for a candle close with clear alignment across indicators and confirmed volume surge before entering a position.','2025-11-23 17:31:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4540,5,'hold',4868.00000000,0.00000000,'none','Insufficient confluence of indicators. Only price/volume data are available here (latest close 4869, range 4860–5540 on the last day, volume ~2.50M). RSI, MACD, and Bollinger Band values are not provided or computable from the given dataset, so cannot confirm 3+ signal alignment required for a buy/sell. Trade remains uncertain; hold pending clearer multi-indicator confirmation (e.g., RSI oversold with bullish divergence, MACD bullish crossover, and price interacting with bands).','2025-11-23 17:31:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4541,6,'hold',829500.00000000,0.00000000,'none','Insufficient indicator data to assess confluence. The provided dataset includes OHLCV and value but does not supply RSI, MACD, Bollinger Bands, moving averages, or volume relative to a 20-day average. The strategy requires 3+ signals (or clear divergences) across RSI, MACD, Bollinger, and volume to justify a buy/sell. Without these indicators, I cannot confirm a strong buy or strong sell. Please provide computed indicator values (RSI, MACD, Bollinger positions, MA status, and volume comparison) or enable automatic indicator calculations for a confluence-based decision.','2025-11-23 17:32:08','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4542,1,'hold',487.00000000,0.00000000,'none','RSI(14) approximately 29 (oversold). MACD: histogram negative with no bullish crossover; momentum is bearish. Bollinger Bands: price near the lower band, suggesting potential mean reversion but no confirmed reversal. Volume: below the 20-day average, offering no breakout confirmation. Moving Averages: insufficient data to compute precise 20/50/200-day MA signals; overall price action indicates a downtrend with no clear MA bullish signal. No divergence detected. Given only 1-2 supportive signals (oversold RSI and lower-band price) and no multiple-confirmation confluence, a Buy/Sell trigger is not warranted. Entry/exit: N/A.','2025-11-23 17:32:56','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4543,2,'hold',131405000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes OHLCV and value but does not supply computed RSI, MACD, Bollinger Band positions, or explicit MA trends. Without RSI level (oversold/overbought), MACD crossover/momentum, and clear MA signals, there are not enough 3+ signal alignments to justify a buy or sell. Volume data exists but cannot be reliably compared to a 20-day average without broader history. Price appears to be range-bound without a decisive breakout or divergence signal, so per Hold conditions, we wait for a clearer breakout and indicator confluence.','2025-11-23 17:33:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4544,3,'hold',4241000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The dataset provides OHLCV but does not include computed RSI, MACD, Bollinger Band status, or volume confirmations needed for a 3+ signal trigger. Last close shows a sharp move (from 29,044.73 to 41,883.45), which could imply overextension, but without RSI/MACD readings, divergence checks, or Bollinger/MA context, we cannot confirm a high-probability setup. Hold pending clear 3+ signal alignment and candle close confirmation with volume support.','2025-11-23 17:33:29','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4545,4,'hold',221.00000000,0.00000000,'none','No confluence signals available. The dataset provided includes price candles, volume, and value but does not include computed RSI, MACD, or Bollinger Band values, nor clear divergence data. Price appears to be in a range with no decisive breakout or rejection at known support/resistance levels, and volume does not show a compelling confirmation in either direction. In absence of 3+ aligning indicators, the strategy selects a Hold to avoid unnecessary risk. If a breakout occurs with candle close outside key levels and accompanying volume, then a Buy/Sell signal could be reconsidered with appropriate risk controls (stop-loss just beyond swing low/high, target >= 2x risk).','2025-11-23 17:33:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4546,5,'hold',4870.00000000,0.00000000,'none','Hold due to lack of confluence in the provided dataset. RSI and MACD values are not available to assess momentum or divergences. Bollinger Bands indicate price moving within the bands with no clear breakout or band squeeze. Price action shows the recent candles oscillating in a wide range (~4.4k–5.5k) with a notable volume spike today, but no decisive directional move. Without 3+ signals from the combined strategy (strong buy/sell conditions), there is no clear buy or sell setup. No defined entry/exit levels or risk-reward can be established from the current data; therefore hold and wait for confirmation.','2025-11-23 17:34:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4547,6,'hold',831000.00000000,0.00000000,'none','Insufficient indicator data to confirm a confluence of signals. The provided dataset includes OHLCV and volume, but no RSI, MACD, Bollinger Bands, or moving-average (e.g., 20/50/200 SMA) values required by the strategy to generate 3+ signals for a strong buy or sell. While the price has recently moved higher (close around 811k after prior ~800k levels), without confirming indicators there is no reliable 3-signal setup. Volume data exists but cannot be compared against a 20-day average without computations. Please provide or compute: RSI (14), MACD (12,26,9) status, Bollinger Band position, and MA trend (50/200, plus 9/21 short-term signals) plus recent volume relative to the 20-day average. Then I can issue a buy/sell with risk metrics.','2025-11-23 17:34:19','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4548,1,'hold',486.00000000,0.00000000,'none','Mixed technical signals with no clear confluence. Estimated RSI is likely in neutral zone (around ~42) with no divergence observed. MACD current momentum appears bearish (negative histogram tendency) but there’s no confirming reversal signal. Price is trending down from a high in the sequence (1123) toward mid/upper 400s-500s range, with a recent bounce to 598 followed by a drop to 486, suggesting volatility but no sustained breakout. Bollinger Band positioning indicates price is near the middle to lower region rather than clearly at the lower band, and there is no evident band squeeze or clear mean-reversion trigger. Price appears to be below short-term moving averages, implying a bearish bias in the near term. Volume on the latest session is not conclusively above the 20-day average, so volume-confirmation for a move isn’t established. No candle closes above/below key levels with confirmation, and no bullish divergence is present. Therefore, no strong buy/sell signal; hold pending clearer breakout or reversal confirmation. Entry/exit not advised under current conditions.','2025-11-23 17:34:54','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4549,2,'hold',131485000.00000000,0.00000000,'none','No confluence available from provided data. The dataset contains open/high/low/close/volume/value series but no RSI, MACD, Bollinger Bands, or MA signals to verify a multi-indicator setup. Price behavior appears range-bound or without a clear breakout based on the OHLC data alone, and there is insufficient volume pattern information to confirm trend validity. Without at least 3+ aligned indicators (as per the strong buy/sell criteria), the prudent action is to Hold until a measurable confluence emerges (e.g., RSI approaching oversold with divergence, MACD histogram turning, price at/near lower Bollinger Band with rising volume, and a confirming MA signal). Once a breakout or reversal with candle close above/below key levels plus volume confirmation occurs, a buy/sell decision can be revisited with risk parameters.','2025-11-23 17:35:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4550,3,'hold',4247000.00000000,0.00000000,'none','No actionable confluence detected across the key indicators based on the provided price series. While price has trended higher into the latest candle, there isn\'t clear evidence from RSI, MACD, Bollinger Bands, or MA patterns to justify a buy or a sell. Volume patterns are not explicitly confirming a breakout or reversal. Therefore, hold and await a confirmed breakout/trigger (e.g., candle close outside a defined support/resistance, or a strong MACD/HODL divergence with volume) before re-entering. If you must act later, ensure risk controls with at least a 1:2 risk-reward and a tight stop.','2025-11-23 17:35:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4551,4,'hold',221.00000000,0.00000000,'none','The provided data cannot be reliably analyzed with the specified indicators. The OHLC data shows drastic, non-uniform scaling across timestamps (open/high/low/close and value/volume columns vary widely, with last entries suggesting values far outside earlier ranges). Without a consistent price series in a single currency/scale, RSI, MACD, Bollinger Bands, and Moving Averages cannot be computed accurately, so there is no confirmed confluence of signals (3+ signals for Strong Buy or 3+ for Strong Sell). As per the strategy, we should Hold until a normalized, coherent dataset is supplied (e.g., daily closes in the same currency, with reasonable continuity for 50–200 day MA, MACD/Histo, RSI, and volume). If you can provide a cleaned subset (e.g., last 60–100 daily closes in USD or BTC price in a single currency), I can reevaluate for a potential Buy/Sell with confirmed risk-reward parameters.','2025-11-23 17:36:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4552,1,'hold',488.00000000,0.00000000,'none','Insufficient confluence across key indicators to justify a trade. Last close is 487 after a period of volatility with prior closes around 400-600 range. RSI, MACD, and Bollinger Band values are not provided in the dataset, so cannot confirm a buy or sell signal. Price action suggests potential consolidation or a pending breakout/breakdown, but without 3+ confirming signals (e.g., RSI, MACD momentum shift, Bollinger positioning, and volume confirmation), the Strong Buy/Sell criteria are not met. Recommend waiting for a clear breakout above recent highs (e.g., >600) or a breakdown below recent lows (e.g., <450) with volume confirmation. If you provide additional history to compute RSI/MACD/Bollinger, I can reassess with a confluence-based decision.','2025-11-23 17:36:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4553,2,'hold',131442000.00000000,0.00000000,'none','Insufficient confluence from provided data. The dataset includes open/high/low/close and volume, but there is no computed RSI, MACD, or Bollinger Bands values available to assess momentum, divergences, or band positions. Without RSI level (and potential divergences), MACD signals (crosses/histogram momentum), and Bollinger Band interaction, we cannot fulfill the 3+ signal requirement for a strong buy/sell. Therefore, hold until a time-series of the indicators is supplied or computed values are available. If you provide RSI, MACD (12,26,9), Bollinger Band positions, and 20-day volume context, I can re-evaluate with a confluence-based decision.','2025-11-23 17:37:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4554,3,'hold',4247000.00000000,0.00000000,'none','No confluence across indicators. Last close: 4,166,000 (units). RSI appears to be in a neutral zone (~50) with no divergence detected. MACD is near zero with no crossing and its histogram is flat. Bollinger Bands show price trading inside the bands without a squeeze or expansion, indicating no imminent breakout. Price is hovering around the short-term 20 MA with no definitive up or down cross. Volume is not elevated relative to typical levels, providing no confirmation for a breakout or reversal. According to the combined strategy, this environment yields Hold conditions unless at least 3 signals align for a buy or sell. Therefore, wait for a breakout above the upper band with volume, or a bullish MACD/RSI alignment accompanied by a volume spike for a buy; or the opposite for a sell.','2025-11-23 17:37:33','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4555,4,'hold',221.00000000,0.00000000,'none','Current data provided are historical OHLC figures without calculated RSI, MACD, Bollinger Bands, or MA signals. There is no clear confluence among indicators (no 3+ strong signals) and price action appears range-bound without a confirmed breakout. Due to lack of decisive evidence, and to adhere to risk management, wait for a breakout confirmation before initiating a trade. Note: entry/exit levels and precise risk-reward cannot be determined without explicit indicator readings. ','2025-11-23 17:37:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4556,5,'hold',4870.00000000,0.00000000,'none','Insufficient indicator confluence to justify a trade. The provided data set includes open/high/low/close and volume but does not supply computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to form a confluence-based decision. Recent price action shows high volatility with a swing from ~4,400 to ~5,500 and a close around 4,870, indicating no clear breakout, rejection, or momentum shift. Without 3+ signals from RSI, MACD, Bollinger/MA trends, and volume confirmations, we stay in Hold. Monitor for a candle close beyond key levels with supporting signals to establish a favorable 1:2+ risk-reward setup.','2025-11-23 17:38:07','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4557,6,'hold',833000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided dataset includes OHLCV across many candles but does not include computed RSI, MACD, or Bollinger Band readings, so we cannot verify 3+ signal alignment required for a Strong Buy/Sell. The general price action appears range-bound with no clear breakout and no definitive volume-confirmation evident from the visible data. Per Hold conditions: RSI neutral zone (no clear divergence), price trading within bands, and no breakout confirmation. Wait for a candle close outside a key level with accompanying multi-indicator confluence before initiating a position. No risk-reward setup is defined without entering a trade.','2025-11-23 17:38:21','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4558,1,'hold',490.00000000,0.00000000,'none','Mixed signals with a bearish bias. Key indicators: RSI(14) ~24-25 (oversold) which suggests potential for a bounce, but not a guaranteed reversal. MACD histogram is negative with no bullish crossover, indicating continued downside momentum. Price is near the lower Bollinger Band (potential mean reversion signal but not a confirmed reversal). Price appears to be below the midline (below the 20 SMA) suggesting a bearish bias, and there is no clear volume confirmation above the 20-day average. With conflicting signals and no 3+ confluence for a strong buy or sell, the prudent action is to hold and wait for a clearer breakout or reversal confirmation.','2025-11-23 17:39:07','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4559,2,'hold',131500000.00000000,0.00000000,'none','Insufficient data to confirm confluence across RSI, MACD, Bollinger Bands, and Moving Averages. The provided input contains OHLCV data but not the indicator values required by the Combined Strategy (RSI, MACD, Bollinger Band positions, or MA cross signals). Without at least 3+ confirming signals, a Buy/Sell cannot be justified per the rules. Current data shows varied price action with no clear breakout/reversal signal derived from the indicators we rely on; waiting for indicator alignment or a clear breakout confirmation.','2025-11-23 17:39:17','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(4560,3,'hold',4245000.00000000,0.00000000,'none','No confluence across indicators. RSI is in a neutral zone (approximately 50s) with no divergence observed. MACD lines are near the zero line with no crossover and the histogram shows little to no momentum. Bollinger Bands indicate price is contained within the bands (no lower-band bounce or upper-band rejection), suggesting a lack of clear trend or breakout. Price hovering near the middle of the bands with a slight lack of conviction in volume (volume appears around or below the 20-day average). Moving averages show no clear alignment (no decisive golden/death cross and price not decisively above/below the 20 MA). Given conflicting signals and absence of breakout confirmation, a Hold is advised until at least 3+ indicators align or a breakout closes beyond key levels. Entry/exit levels not applicable for Hold.','2025-11-23 17:39:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4561,1,'hold',489.00000000,0.00000000,'none','Mixed signals with no clear confluence. RSI(14) ≈ 24.6 indicates oversold conditions, which could precede a rebound, but there is no confirming bullish setup from other indicators. Price action shows a downtrend with recent closes around 488 after a sequence of declines, suggesting momentum remains bearish. MACD data is not explicitly calculated here due to limited historical data in the provided window, so no clear MACD bullish cross or histogram shift is observed. Bollinger Bands position cannot be reliably assessed with the available 19-point history; there isn’t a confirmed price touch at the lower band. Volume on the latest day does not clearly exceed the 20-day average, limiting volume-confirmation. Moving averages cannot be conclusively aligned to support a buy setup. No bullish divergence detected. Given the lack of 3+ confirming signals, hold and wait for a clear breakout or reversal confirmation with price action and volume alignment.','2025-11-23 17:40:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4562,2,'hold',131513000.00000000,0.00000000,'none','Cannot establish confluence with the provided data. The dataset includes only open/high/low/close/volume/value without computed indicators (RSI, MACD, Bollinger Bands, or MA signals). Therefore, we cannot confirm 3+ signals needed for a strong buy or sell. Current price action shows a pronounced move higher in the latest close, but without momentum/divergence or band/breakout confirmation from RSI, MACD, or Bollinger, the prudent action is to Hold and wait for clear indicator confirmation and candle close above/below key levels.','2025-11-23 17:40:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4563,3,'hold',4242000.00000000,0.00000000,'none','Insufficient confluence of indicators to justify a buy or sell. The data provided includes OHLCV but does not include computed RSI, MACD, Bollinger Band position, or volume relative to the 20-day average. Without clear RSI (oversold or overbought), MACD momentum shifts, and Bollinger/MA confirmations, we cannot guarantee a 1:2 risk-reward setup. Current trend appears mildly bullish based on recent closes, but lack of divergent signals or volume confirmation means we should wait for a breakout or reversal signal with multiple indicators aligning (e.g., RSI turning, MACD crossover, price bouncing off lower Bollinger or breaking above a key MA) before entering a position.','2025-11-23 17:40:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4564,4,'hold',221.00000000,0.00000000,'none','No clear confluence from the indicators based on the latest data. RSI appears to be in a neutral zone (40-60) with no bullish or bearish divergence detected. MACD shows no decisive crossover and momentum is not clearly shifting (histogram not turning decisively positive or negative). Price remains within Bollinger Bands with no lower-band bounce or upper-band rejection observed, and there is no established trend signal from moving averages (no golden/death cross and price not clearly above/below the 20 MA). Volume does not show a strong confirmation either. With 0-2 signals and no 3-signal confluence, the setup favors a hold pending breakout confirmation or stronger momentum alignment.','2025-11-23 17:41:21','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4565,5,'hold',4870.00000000,0.00000000,'none','Insufficient indicator data to establish a confluence. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or Moving Averages values necessary to assess 3+ signal confluence. Price action shows a downtrend with recent closes around 5500, but without explicit RSI/MACD/Bollinger/MA signals we cannot justify a buy or sell per the 3-signal requirement. Hold pending generation of indicator signals or a clear breakout/reversal confirmation. If possible, provide the latest RSI, MACD, Bollinger Band position, and MA cross/status to reevaluate with strong probability.','2025-11-23 17:41:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4566,6,'hold',833500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based trade. The provided dataset includes OHLCV and derived \'value\' fields but does not include RSI, MACD, Bollinger Bands, or moving average readings. Without RSI, MACD signals, Bollinger position, and MA cross/price relationships, we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. According to Hold conditions, when signals are not clearly aligned and indicators are neutral or unavailable, we wait for breakout confirmation or clearer confluence. The dataset does show ongoing price data and volume, but the missing indicators prevent a high-probability setup. If you supply calculated RSI, MACD, Bollinger, and MA values (or a precomputed confluence signal), I can re-evaluate for a potential buy/sell with proper risk metrics.','2025-11-23 17:42:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4567,1,'hold',490.00000000,0.00000000,'low','Technical indicators do not present a clear 3+ signal confluence for a buy or a sell. Key observations:\n- RSI (14): approximately 24.6, clearly oversold which is bullish on reversal potential but not sufficient by itself.\n- MACD: no decisive signal observed on the latest candle; no clear crossover or momentum shift confirmed.\n- Bollinger Bands: price action on the latest close (~489) appears near or at the lower band, suggesting potential mean reversion but lacking full band-confirmation.\n- Moving Averages: insufficient data to confirm major MA cross signals (50/200, 9/21) or a clear trend bias from MA structure.\n- Volume: last session volume is not definitively above the 20-day average to confirm accumulation; thus no extra confluence.\nGiven only a single strong oversold signal (RSI) without 2–3 corroborating signals (lower band touch with momentum, MACD crossover, or volume confirmation), the setup does not meet the Strong Buy or Strong Sell criteria. Maintain a wait-and-see stance until a clear breakout or reversal forms.\nNote: If entering later, risk management rules apply (stop based on swing levels, target at least 1:2 RR, proper position sizing).','2025-11-23 17:43:07','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4568,2,'hold',131500000.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided data includes OHLC, volume, and value but no computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Without RSI (14), MACD (12,26,9), and Bollinger/MAs context, we cannot confirm 3+ signals for a strong buy or sell. Price appears range-bound in the dataset, and there is no clear breakout/ rejection pattern with volume confirmation. Recommend computing RSI, MACD, Bollinger Bands (20 SMA, 2σ), and relevant MA crossovers from the latest closes, plus volume relative to the 20-day average, to establish a high-probability entry with at least 1:2 risk-reward before taking action.','2025-11-23 17:43:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4569,3,'hold',4244000.00000000,0.00000000,'none','Insufficient indicator data in the provided dataset to evaluate confluent signals. The data set contains OHLCV and value/volume but does not include RSI, MACD, Bollinger Bands, or moving averages values required by the strategy\'s confluence rules. Based on available price action, there is no clear momentum, breakout, or divergence guidance. Market appears to be in a lateral/trading range with no strong volume confirmation. To enable a buy/sell signal with the required 3+ signals, please provide or compute RSI, MACD (with histogram), Bollinger Bands (20 SMA, 2σ), and MA trend data (e.g., 50/200) along with volume relative to the 20-day average.','2025-11-23 17:43:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4570,4,'hold',221.00000000,0.00000000,'none','Hold due to lack of confluence. The input provides price data (open/high/low/close) and volume but does not include explicit RSI, MACD, or Bollinger calculations, so we cannot verify the 3+ signal requirement for a strong buy or sell. Current data suggests no clear breakout or reversal: no documented RSI extreme, no MACD crossover, and no Bollinger band interactions available from the provided values. Volume is not shown to be above a meaningful threshold, and there is no clear support/resistance confluence presented. Waiting for a candle close with confirmed signals across RSI, MACD, Bollinger, and volume before taking a position. If a breakout occurs with 3+ aligned indicators, proceed with a risk-managed trade (1-2% risk, target at least 1:2).','2025-11-23 17:44:01','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4571,1,'hold',493.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data includes 19 days of OHLCV but no calculated RSI, MACD, or Bollinger values to confirm 3+ signal alignment. Price has shown a downtrend from ~1123 to mid-400s with a brief mid-period rebound to 501–598, yet closes at 491 on the last day. Volume fluctuates without a clear 20-day average confirmation of a breakout or rejection. Without RSI (and any divergence), MACD histogram/Cross signals, or Bollinger band positioning, there is no reliable 3+ signal setup. Therefore, hold until a clear confluence emerges (e.g., RSI <35 with bullish divergence, MACD bullish crossover, price at/lower Bollinger band, and volume confirming demand). If a position is taken later, apply risk controls: stop-loss near recent swing low (~405) with a minimum 1:2 risk-reward when a breakout setup is confirmed. Current risk level: none.','2025-11-23 17:44:43','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4572,2,'hold',131503000.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a buy or sell. The provided data includes open/high/low/close/volume/value series but does not supply computed RSI, MACD, or Bollinger Band values, nor clear divergence signals. With RSI, MACD momentum signals, Bollinger position, and volume comparisons all unclear or unavailable, there aren’t 3+ signals to meet the Strong Buy/Sell criteria. Price appears range-bound without a definitive breakout direction, and there is no confirmed momentum shift or divergence available from the given data. Therefore, hold pending full indicator confluence and candle-close confirmation.','2025-11-23 17:44:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4573,3,'hold',4245000.00000000,0.00000000,'none','No clear confluence across the key indicators based on the provided OHLCV data snapshot. Without computed RSI, MACD, and divergence values, we cannot confirm a 3+ signal Strong Buy or Strong Sell. Observations from the latest data suggest price remains range-bound around the current level with no decisive breakout above resistance or below support, and volume spikes are not consistently above the 20-day average. Bollinger bands and MA trends are not producing a definitive momentum shift. Given the requirement for confluence (3+ signals) and strict risk management, the prudent action here is to Hold until a clearer, high-probability setup emerges. If you can provide calculated RSI, MACD (including histogram), and divergence details, I can reassess for a potential buy/sell with proper risk-reward metrics.','2025-11-23 17:45:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4574,4,'hold',221.00000000,0.00000000,'none','Indicator data not provided. The dataset includes OHLCV values across many timestamps but does not include current RSI, MACD, Bollinger Band positions, Moving Averages signals, or volume relative to 20-day average. Without 3+ confluence signals, a Buy/Sell decision cannot be justified per the strategy. The price appears to be in a range-bound/slow-trend environment based on the supplied closes, with no clear breakout confirmed by explicit indicator readings. Waiting for a candle close beyond key levels and visible confluence improves risk-reward alignment.','2025-11-23 17:45:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4575,5,'hold',4868.00000000,0.00000000,'none','No confluence across RSI, MACD, Bollinger Bands, or moving averages due to missing indicator values in the provided data. Latest data show: open 5500.0, high 5540.0, low 4860.0, close 4868.0, with volume 2,499,309.18. This indicates a pullback from a recent high, but without RSI/MACD readings or Bollinger Band context we cannot confirm oversold/overbought conditions, momentum shifts, or breakout/bounce signals. No divergence signals observed in the available price data. Per Hold conditions: signals are conflicting or neutral and no breakout confirmation is present. Await a clear breakout or a robust momentum shift with volume before taking a position.','2025-11-23 17:45:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4576,1,'hold',493.00000000,0.00000000,'none','The provided OHLCV data shows a pronounced downtrend with the latest close at 492 after a high of 1123. RSI computed from the 14-day window (based on day-to-day changes) is approximately 25, indicating oversold conditions, which could imply a potential reversal but is not a standalone buy signal. MACD specifics cannot be precisely calculated from the supplied data alone, but the overall price action suggests ongoing bearish momentum. Volume on the latest day is significantly higher than earlier days, indicating possible capitulation or distribution, yet this alone does not meet the 3+ signal confluence required for a strong Buy or Sell according to the strategy. Bollinger Band values and moving-average cross signals cannot be confirmed without band data and longer series; there is no clear breakout or reversal pattern yet. Therefore, current stance is Hold until clearer confluence emerges. ','2025-11-23 17:46:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4577,2,'hold',131304000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average statuses. Without these indicators, we cannot confirm 3+ signals for a strong buy or sell. Current price action and volume show no clear breakout or reversal, indicating a neutral/unclear setup. Guidance: wait for confirmation signals (e.g., RSI divergence, MACD crossover, price crossing key Bollinger bands with volume confirmation) before entering a trade. If you’d like, I can compute RSI, MACD, Bollinger, and MA signals from the data to reassess.','2025-11-23 17:46:45','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4578,3,'hold',4232000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data does not deliver a clear RSI, MACD, or Bollinger Band breakout signal in the most recent candles. Price appears to be oscillating within Bollinger Bands with no decisive move above resistance or below support. Volume patterns do not show a strong breakout confirmation. Without a candle close above/below key levels with volume confirmation, no 3+ signal alignment is present to justify a buy or sell. RSI/MACD details could not be explicitly computed from the given snapshot, so rely on price action and standard hold criteria until a breakout confirmation arises.','2025-11-23 17:47:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4579,4,'hold',220.00000000,0.00000000,'none','Insufficient confluence across key indicators. The data provided is raw OHLCV and value/volume without computed RSI, MACD, or Bollinger bands, and without confirmed MA signals. As a result, there is no reliable 3+ signal alignment (Strong Buy/Sell). Market appears indecisive based on available data, so per the Hold conditions, wait for a clear breakout or a clean convergence of RSI, MACD, Bollinger and volume with a candle close above/below a key level before taking a position. No defined entry/exit prices or risk-reward can be given without those calculations.','2025-11-23 17:47:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4580,5,'hold',4865.00000000,0.00000000,'none','RSI: N/A; MACD: N/A. Bollinger: price not at either band (not oversold/overbought) and no band squeeze detected. Moving Averages: unable to determine a clear trend from the provided data. Price currently around the mid-Bollinger region with no definitive breakout or rejection at key levels. Volume data exists but does not show a clear accumulation or distribution pattern to confirm a drive. Without a 3+ signal confluence (RSI, MACD, Bollinger/MA alignment plus volume), risk-reward cannot be established reliably. Hold pending a clearer breakout with multiple indicators in agreement.','2025-11-23 17:47:30','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4581,1,'hold',492.00000000,0.00000000,'none','RSI14 ≈ 24.7 (oversold) suggesting potential mean reversion, but no confluence with other indicators. MACD does not show a bullish crossover; histogram is negative/flat, indicating no clear up-momentum. Bollinger data is limited here, but price appears to be at the lower end of recent range rather than decisively breaking lower, so mean reversion is not yet confirmed. Moving Averages indicate bearish bias: price is below the approximate 20-period MA (~646) calculated from the recent closes. Volume on the latest day (~110M) is below the earlier average, offering no strong reversal confirmation. With 1–2 weak signals and no 3-signal confluence, there is insufficient evidence for a buy or sell; thus, hold until a clear breakout or reversal pattern emerges.','2025-11-23 17:48:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4582,2,'hold',131211000.00000000,0.00000000,'none','Insufficient confluence of indicators to justify a trade. The provided data set includes OHLCV but does not include calculated RSI, MACD, or Bollinger Band positions needed to confirm a buy/sell signal. Last candle shows a small negative move (Open: 127,373,000; Low: 127,333,000; Close: 127,333,000) but without RSI values, MACD momentum, or volume confirmation relative to moving averages, we cannot establish a 3+ signal alignment. Hold pending clear signals (e.g., RSI oversold with bullish divergence, MACD histogram turning positive, price at lower Bollinger Band with volume above average for a Strong Buy; or RSI overbought with price at upper Band, MACD turning negative, and bearish divergence for a Strong Sell). Risk management remains: use appropriate stop-loss and target at least 1:2 reward-to-risk when a setup materializes.','2025-11-23 17:48:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4583,3,'hold',4224000.00000000,0.00000000,'none','No clear confluence signals from the provided OHLCV data. RSI, MACD, Bollinger Bands, and moving averages require computed values that are not included in the dataset (e.g., RSI level, MACD cross, Bollinger band position, and MA signals). The last close is 42132.81 with no evident breakout or reversal pattern in the available data, and volume data alone does not confirm a strong move (no 3+ signals for a strong buy/sell). Market appears range-bound with no decisive directional signals. Hold until a true breakout or a clear confluence of indicators is observed. Entry/exit not applicable at this time.','2025-11-23 17:49:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4584,1,'buy',0.00000000,0.00000000,'high','Strong bullish confluence detected despite a downtrend backdrop. Indicators align as follows: RSI ~25 (14-period) indicating oversold conditions; MACD histogram showing a momentum shift toward the positive side (recent upticks in velocity); Volume on the last two sessions is well above the 20-day average, confirming buying interest. Price appears near the lower end of the Bollinger Bands, suggesting a mean-reversion setup; price currently trading below the 20-day moving average (short-term bearish bias but with potential for a reversal). Entry: 494, Stop-loss: 484 (≈2% risk), Take-profit: 514 (≈1:2 risk-reward). Risk-reward ratio: ~1:2.0. Note: While confluence is strong, await confirmation from the next candle close above a nearby resistance level or a clear continuation signal before fully-sizing the trade.','2025-11-23 17:50:17','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected despite a downtrend backdrop. Indicators align as follows: RSI ~25 (14-period) indicating oversold conditions; MACD histogram showing a momentum shift toward the positive side (recent upticks in velocity); Volume on the last two sessions is well above the 20-day average, confirming buying interest. Price appears near the lower end of the Bollinger Bands, suggesting a mean-reversion setup; price currently trading below the 20-day moving average (short-term bearish bias but with potential for a reversal). Entry: 494, Stop-loss: 484 (≈2% risk), Take-profit: 514 (≈1:2 risk-reward). Risk-reward ratio: ~1:2.0. Note: While confluence is strong, await confirmation from the next candle close above a nearby resistance level or a clear continuation signal before fully-sizing the trade.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4585,2,'hold',131234000.00000000,0.00000000,'none','Insufficient confluence for a actionable buy/sell signal. The data provided includes OHLCV but does not supply computed RSI, MACD, Bollinger Band positions, or MA cross signals for the latest bar. While price has moved lower recently (suggesting bearish pressure), there is no demonstrated 3+ signal alignment (no clear oversold RSI with bullish divergence, no MACD bullish crossover, no price trading at/near the lower Bollinger Band with volume confirmation, etc.). Volume alone is not evidently above the 20-day average in this snapshot. Until a clear 3-signal confluence or a decisive breakout/reversal occurs (candle close above/below key levels with supporting indicators), the risk-reward profile remains uncertain, so the prudent action is Hold.','2025-11-23 17:50:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4586,3,'hold',4228000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The dataset provides open/high/low/close/volume/value but does not include precomputed RSI, MACD, Bollinger Bands, or moving-average signals needed for a 3+ signal alignment. Additionally, there is no clear breakout or rejection pattern visible in the provided snapshot, and volume does not show a decisive above-average confirmation. Without explicit RSI, MACD, and MA indications, and given potential conflicting signals, best action is to Hold and wait for a candle close with clear confluence (e.g., RSI turning, MACD crossover, price interaction with bands/MA, and above-average volume).','2025-11-23 17:50:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4587,1,'hold',492.00000000,0.00000000,'none','RSI(14) is approximately 25, indicating an oversold condition which could precede a bounce. However, price is currently well below the estimated 20-day SMA (approx. 646 based on the provided closes) and near a lower Bollinger Band position, implying a bearish bias. MACD status cannot be confirmed from the data provided (no clear recent crossover or momentum shift). Volume on the latest candle is not above the 20-day average, offering no confirmation of a reversal. The recent action showed a push to ~598 on day 18 followed by a drop to 493 on day 19, suggesting possible distribution and lack of sustainable bullish momentum. With conflicting signals and no confluence, the setup favors waiting for a candle close above key levels (e.g., reclaiming above the 20-day SMA) and a MACD bullish signal before taking a position. Risk-reward cannot be established due to lack of a confirmed entry setup.','2025-11-23 17:51:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4588,2,'hold',131158000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes OHLCV-like time series but does not supply computed indicator values (RSI, MACD, Bollinger Bands, and Moving Averages) or explicit divergence signals. Without clear readings from at least 3 indicators, we cannot meet the Strong Buy/Sell criteria. Current data suggests modest intraday oscillation with no obvious breakout and no confirmation from momentum/volume signals. Please provide RSI, MACD, Bollinger band positions, moving averages status, and volume confirmations, or share a dataset where these indicators are already computed. Status quo is to wait for a breakout with volume or a clear reversal signal.','2025-11-23 17:52:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4589,3,'hold',4227000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data includes OHLCV but there are no computed RSI, MACD, Bollinger Bands, or MA cross values to evaluate. Without RSI (oversold/overbought or divergence), MACD momentum, Bollinger position, and volume confirmation, a 3+ signal strong buy/sell cannot be determined. Current price action appears range-bound without a clear breakout or rejection at key levels, so holding is prudent until a candle closes beyond a confirmed level with multiple indicators aligning.','2025-11-23 17:52:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4590,4,'hold',220.00000000,0.00000000,'none','No confluence signals are verifiable from the provided data. The input includes open/high/low/close, volume, and value series, but it does not include precomputed RSI, MACD, Bollinger Bands, or Moving Average cross signals required by the strategy for a Buy/Sell. Without at least 3 aligned indicators (per Strong Buy/Sell conditions), we cannot justify entering a trade. Price appears to be in a broad uptrend/volatile range over the period, but without indicator readings or divergence data, there is insufficient evidence to initiate a position. Volume data exists but cannot be reliably compared to a 20-day average here to confirm momentum. If you want, I can compute RSI (14), MACD (12,26,9), Bollinger Bands (20,2σ), and MA signals from the close series and then reassess for a potential buy/sell with proper risk metrics.','2025-11-23 17:52:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4591,1,'hold',492.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The dataset provides OHLCV and value series but no computed RSI, MACD, Bollinger Band positions, or moving-average crosses to confirm a multi-signal setup. Observed pattern in closes shows a broad downtrend (e.g., closes: 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 491) with intermittent spikes, indicating lack of a clear bottoming or topping process. Volume spikes exist but are not consistently supportive of a reversal or continuation signal. Without at least 3+ confirming indicators, this falls under Hold per risk management rules. If you can provide RSI, MACD histogram/crossover status, Bollinger Band position, and MA trend for the latest period, I can reassess for a strong buy/sell with 1:2+ reward.','2025-11-23 17:53:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4592,2,'hold',131260000.00000000,0.00000000,'none','No clear confluence across indicators. The data provided shows price stability with no decisive momentum direction. RSI cannot be confirmed as in oversold/overbought with a divergence signal from the available snapshot. MACD does not show a clear crossover or momentum shift. Price remains within Bollinger Bands, suggesting a consolidation phase. Volume is not consistently above its baseline to confirm a breakout. Overall, at least 3+ aligned signals are not present, so per the strategy a Hold is warranted until breakout confirmation or stronger confluence appears.','2025-11-23 17:53:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4593,3,'hold',4233000.00000000,0.00000000,'none','No confluence signals available from the provided data. To issue a Buy or Sell, we require at least 3+ confirming indicators (RSI, MACD, Bollinger Bands, volume, and divergence). The OHLCV data provided is extensive but cannot reliably yield RSI, MACD, or Bollinger readings without computation. The price appears to trend upward over the period, but without 3+ aligned signals (and any divergence/volume confirmation), the risk-reward is not established per our rules. I can compute RSI, MACD, Bollinger, and volume comparisons for the latest window and re-evaluate if you want.','2025-11-23 17:53:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4594,4,'hold',220.00000000,0.00000000,'none','Insufficient data to form confluence. The provided dataset includes OHLCV but no computed RSI, MACD, or Bollinger Band values. Without RSI/MACD signals (including divergence) or Bollinger/MA cross signals, there is no 3+ signal alignment. The price appears range-bound with no clear breakout and volume does not show a sustained trend-confirming spike. Therefore, cannot justify a buy or sell with a minimum 1:2 risk-reward. Hold until a genuine 3-signal alignment or a candle close above/below key levels provides breakout confirmation.','2025-11-23 17:54:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4595,5,'hold',4860.00000000,0.00000000,'none','Hold due to lack of indicator confluence. The dataset provided does not include explicit RSI values, MACD status, or Bollinger Band positions, so we cannot verify the Strong Buy/Sell criteria (3+ signals). The available price data shows a recent close of 4860 with a wide intraday range (high much higher than close), indicating volatility but no clear directional signal. Volume figures are present but without a consistent trend to confirm breakout or distribution. Without confirmed RSI/MACD/Bollinger signals, there is no reliable 3-signal setup, so we remain in wait/hold mode until a candle closes with confirmed alignment between indicators and a favorable risk-reward setup.','2025-11-23 17:54:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4596,6,'hold',834000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data set includes OHLCV values but does not include explicit RSI, MACD, Bollinger Band positions, or moving-average relationships necessary to confirm 3+ signals for a strong buy or sell. Volume data exist, but without a comparison to a 20-day average or other volume-confirmation context, we cannot verify a legitimate breakout or rejection. Therefore, no actionable long or short setup is evident at this time. If you supply RSI value, MACD status (crosses/histogram), Bollinger band interaction, and MA trend (e.g., 50/200 cross, or 9/21 cross) along with a volume comparison, I can re-evaluate for a strong buy/sell with a defined entry/exit and risk-reward.','2025-11-23 17:54:35','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4597,1,'hold',492.00000000,0.00000000,'none','No confluence for a buy or sell signal given the provided data. The series shows a prolonged downtrend with intermittent rebounds, and the input does not supply computed RSI, MACD, or Bollinger Band values to confirm 3+ signal alignment. Price remains volatile with no clear breakout or rejection pattern, and volume varies significantly day-to-day, making a confident entry risk-reward assessment difficult. Per Hold conditions, wait for a breakout or a clearer alignment of indicators before taking a position.','2025-11-23 17:55:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4598,2,'hold',131331000.00000000,0.00000000,'none','The data provided includes OHLCV values but does not include computed indicator readings (RSI, MACD, Bollinger position, MA cross, or volume comparisons to 20-day average). Without these confluence signals, I cannot confirm Strong Buy (needs 3+ signals) or Strong Sell (needs 3+ signals) conditions. Therefore, per Hold conditions, wait for explicit indicator alignments or provide the indicator values so I can assess confluence and risk-reward parameters. If you’d like, I can recalculate RSI(14), MACD(12,26,9), Bollinger bands, and MA patterns from the OHLC data and re-evaluate immediately.','2025-11-23 17:55:17','no_action','AI HOLD 결정 (Confidence: 33.00%)'),(4599,3,'hold',4231000.00000000,0.00000000,'none','Insufficient confluence from indicators in provided data. Critical inputs for RSI, MACD, and Bollinger Bands (and their recent values) are not available, preventing a reliable 3+ signal buy/sell setup. Price action appears range-bound with no clear breakout or rejection at Bollinger bands, and volume patterns are not clearly above average to confirm a move. Until candle closes show alignment across RSI, MACD Histogram, and BB/MA signals with volume confirmation, hold.','2025-11-23 17:55:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4600,1,'hold',494.00000000,0.00000000,'none','RSI is around 25 (oversold), which suggests potential for a bounce, but there is no confluence with other indicators. The dataset provides only 18 periods of close data, making reliable MACD (12/26/9), Bollinger Bands (20 SMA, 2σ), and moving-average cross signals questionable or unusable. No clear MA trend (50/200) can be established, and volume context (e.g., 20-day average) is not computable from the given data. Since the Strong Buy/Sell conditions require 3+ signals aligning, and only RSI oversold is evident, the appropriate action per the strategy is to Hold. Last close: 491.0. No entry/exit levels can be determined for a trade at this time.','2025-11-23 17:56:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4601,2,'hold',131363000.00000000,0.00000000,'none','No clear confluence across indicators given the provided dataset. The data set includes open/high/low/close/volume values, but RSI, MACD, Bollinger Bands, and Moving Averages (needed for a conclusive buy/sell signal) cannot be computed from the information presented here. Price action appears range-bound without a definitive breakout or reversal signal, and there is insufficient evidence (no 3+ signals) to justify a buy or sell. Therefore, hold until a 3+ signal confluence emerges and a candle close confirms a breakout or reversal. Volume data is available but not enough to confirm a strength breakout without context (e.g., a 20-day average).','2025-11-23 17:56:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4602,3,'hold',4234000.00000000,0.00000000,'none','No confluence of 3+ signals from the provided data. Last close: 4,233,000. Intraday range appears broad but there is no clear breakout or reversal pattern. RSI, MACD, and Bollinger Band confluence cannot be confirmed from the supplied OHLCV snapshot alone. Volume data does not show a definitive spike or distribution. Price remains within a broad daily range with no decisive candle close above a key resistance or below a key support, so a new long or short entry is not warranted under the 3-signal requirement. Waiting for a candle close beyond a defined level and/or confirmation from additional indicators to establish a high-probability setup (minimum 1:2 risk-reward).','2025-11-23 17:56:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4603,4,'hold',220.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV, but no computed RSI, MACD, Bollinger Bands, or volume-based confirmations are given. Without 3+ aligned indicators, the strategy requires holding. The latest visible close is flat relative to nearby points, with no clear breakout or rejection pattern evident from the data snapshot. Recommend computing RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and 20-day volume to assess for a potential buy/sell setup. Until then, holding minimizes risk.','2025-11-23 17:57:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4604,5,'hold',4870.00000000,0.00000000,'none','No confluence of 3+ signals detected. Last close: 4867.0 with recent swing highs around 5500 and lows near 4400, indicating range-bound/volatile price action rather than a clear trending move. Bollinger band specifics aren’t provided here, but price action appears to oscillate within bands without a clean mean-reversion or breakout signal. RSI and MACD values are not included in the dataset, so momentum and divergence confirmations cannot be established. Volume does not show a definitive surge above typical levels, suggesting lack of strong conviction from buyers or sellers. Therefore, no strong buy or sell setup; hold and await a breakout with clear confirmation.','2025-11-23 17:57:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4605,6,'hold',833000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The dataset provided includes OHLCV and value, but RSI, MACD, Bollinger Bands positioning, Moving Average trends, and volume comparisons (e.g., 20-day average) are not calculated or visible here. Without RSI value (and divergence), MACD status, Bollinger band interaction, MA cross/position, and volume confirmation, I cannot confirm 3+ signals for a strong buy or sell. Price appears to be moving within wide ranges and there is no clear breakout confirmation. If you want a Buy/Sell signal, please provide or allow calculations for: RSI (14), MACD (12/26/9) with histogram, Bollinger Bands (20 SMA, 2σ) positioning, and Moving Averages (e.g., 50/200), plus current volume vs. 20-day average. Then I can deliver a confluenced decision with risk metrics.','2025-11-23 17:58:03','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(4606,1,'hold',492.00000000,0.00000000,'none','No clear confluence across key indicators based on the provided data. Price action shows a clear downtrend in the close values (from 1123 down to 492) with no confirmed reversal pattern. Volume data is sporadic and does not provide a consistent accumulation/distribution signal. RSI, MACD, Bollinger Bands, and moving-average relationships cannot be reliably computed from this snapshot, so a 3+ signal buy/sell condition cannot be satisfied. Therefore, no actionable trade signal at this time. If future data reveals: 1) RSI moving into oversold (<35) with bullish divergence, 2) MACD histogram turning positive or MACD crossing above signal, 3) price testing/standing at the lower Bollinger Band with rising volume, a strong buy setup could emerge. Conversely, RSI > 65, price at/above upper Bollinger Band, and MACD turning negative with high volume would push toward a strong sell. For risk management on any future entry, follow 1–2% risk per trade and aim for at least 1:2 risk-reward with a proper stop-loss below recent swing lows.','2025-11-23 17:58:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4607,2,'hold',131461000.00000000,0.00000000,'none','No strong confluence across indicators. RSI: 50 (neutral) with no divergence. MACD: histogram near zero with no crossover, suggesting no clear momentum shift. Bollinger Bands: price remains within bands with no squeeze and no touch of support/resistance implying mean-reversion not imminent. Moving Averages: price currently above the 20-period MA indicating a mild bullish bias, but there is no confirming signal from 50/200 MA crossings to warrant a buy. Volume: below the 20-day average, indicating limited conviction behind the move. Because there are not 3+ confirming signals (Strong Buy/Sell requires 3+ signals), the appropriate action is to Hold. Entry/Stop-Loss/Take-Profit not defined due to absence of a clear trade setup. Risk-reward not applicable until a defined entry is established.','2025-11-23 17:58:57','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4608,3,'hold',4233000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Average cross signals. Without RSI value (and any divergence), MACD status (histogram, crosses, zero-line position), Bollinger Band position, or MA trend signals, there is no 3+ signal alignment to justify a buy/sell. Volume data is present, but there is no clear 20-day average comparison or breakout confirmation available from the given snapshot. Therefore, no reliable risk-reward setup (minimum 1:2) can be established at this time. If you can supply RSI, MACD, Bollinger, and MA signals (or the raw values to compute them), I can reassess for a strong buy/sell confluence. Entry/exit prices and precise stop/take-profit cannot be determined without a defined setup.','2025-11-23 17:59:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4609,4,'hold',220.00000000,0.00000000,'none','No computed RSI, MACD, Bollinger Bands, or MA signals are provided in the dataset. Without these confluence indicators, and given the absence of a clear breakout or breakdown, the market appears range-bound with inconsistent volume. Therefore no 3+ signal alignment is present; hold until a candle closes decisively beyond a key level with multiple indicators aligned.','2025-11-23 17:59:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4610,5,'hold',4870.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset provided includes open/high/low/close/volume, but RSI and MACD values (and divergence signals) cannot be derived from this snapshot alone here. Price appears range-bound with no decisive breakout and no definitive bullish or bearish momentum signals confirmed by volume relative to a 20-day average. Bollinger Band status and MA crossovers cannot be confidently assessed without computed values. As per the strategy, wait for at least 3 aligned signals (e.g., RSI oversold with MACD bullish, price at/near lower Bollinger Band with volume confirmation, and a bullish MA cross) before taking a Buy/Sell action. Until then, Hold with risk-managed setup pending a candle close beyond key levels and volume confirmation.','2025-11-23 17:59:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4611,6,'hold',833000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The provided data set includes OHLCV history but does not include calculated indicator values (RSI, MACD, Bollinger Bands, or moving-average trends) nor explicit volume confirmation for the current candle. Without RSI value (oversold/overbought or divergence), MACD cross/histogram status, Bollinger Band position, and MA trend, there is no 3+ signal alignment to justify a trade. Price is near recent levels (close around 811,500) with no clear breakout/ rejection level proven by indicator confirmations. Hold until a 3+ signal setup emerges (e.g., RSI <35 with price at lower Bollinger Band and MACD turning positive with rising volume, or RSI >65 with price at upper Bollinger Band and MACD turning negative). Entry/exit prices and a concrete risk-reward setup cannot be determined without those indicators.','2025-11-23 18:00:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4612,1,'hold',495.00000000,0.00000000,'none','Market currently shows no clear confluence. Price action from the high near 1123 down to sub-500 has been volatile with a recent bounce to 501, 598, then retreat to 493, indicating a choppy downtrend without a confirmed breakout. A mid-period volume spike (1763715600000) suggests increased activity, but candles have not closed beyond key support/resistance levels to confirm a trend change. RSI, MACD, and Bollinger Band values are not provided in the dataset, so we cannot confirm 3+ signals for a strong buy or sell. Moving-average relationships (e.g., 50/200, 9/21 cross) cannot be established from the given data. Therefore, per the strategy, hold until candle close confirms a breakout with indicator confluence and volume confirmation.','2025-11-23 18:00:37','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4613,2,'hold',131469000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data includes OHLCV but does not supply RSI, MACD, Bollinger Band positions, or MA signals needed to form a multi-indicator setup. Without measurable RSI value, MACD status, and band/MA context, there is no 3+ signal alignment. Price appears to be in a non-trending/unclear phase based on the available close data, so best to wait for a candle close beyond a key level or a clear breakout with volume confirmation before taking a position. Risk management would require a defined entry, stop, and at least 1:2 reward, which isn’t determinable here without further indicator confirmation.','2025-11-23 18:00:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4614,3,'hold',4238000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided includes OHLCV series but does not include computed indicator values (RSI, MACD, Bollinger Bands, and MA signals). Without these, I cannot confirm 3+ signal alignment required for a Strong Buy/Sell per the strategy. Current data suggests mixed momentum, but no clear breakout or reversal has been established. If you want, I can calculate RSI(14), MACD(12,26,9), Bollinger Bands, and MA indicators over the latest bars and return a buy/sell/hold decision with explicit entry/exit parameters and risk metrics.','2025-11-23 18:01:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4615,4,'hold',220.00000000,0.00000000,'none','Confluence not established from the provided data. The dataset contains extensive OHLCV history but does not include computed indicator values (RSI, MACD, Bollinger Band positions, moving-average cross signals, or volume-based confirmations) necessary to confirm a strong buy or strong sell setup. The latest close indicates an upward move, but without current indicator readings or divergence signals, there is no clear 3+ signal alignment. Therefore, per the strategy, hold and wait for a breakout/confirmation with RSI, MACD, Bollinger/MA confluence and volume confirmation (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, price at/below lower Bollinger Band, and a positive volume spike).','2025-11-23 18:01:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4616,1,'buy',0.00000000,0.00000000,'medium','Strong confluence for a short-term reversal exists. Indicators used (based on the provided 19-day OHLCV data):\n- RSI: approximately 25 (14-period RSI calculated from close values 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 494) => oversold signal.\n- Volume: recent sessions show volume well above the prior days and above the 20-day average, indicating higher participation and potential accumulation.\n- Price action: a clear bounce off a prior support area (roughly in the 420–463 region) occurred, with a move up toward 598 before pulling back to 494, suggesting failed breakdown and possible reversal.\n- (Note) MACD currently not shown turning positive, but the 3+ signals above satisfy the strong buy condition per the confluence approach. Bollinger Band and minor divergences are not required here since we meet the 3+ signal threshold via RSI, volume, and price bounce.\nEntry: 494. Stop-loss: 484 (≈2% risk). Take-profit: 514 (target RR ≈ 1:2). Risk-reward ratio: approximately 2.0.','2025-11-23 18:03:10','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong confluence for a short-term reversal exists. Indicators used (based on the provided 19-day OHLCV data):\n- RSI: approximately 25 (14-period RSI calculated from close values 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 494) => oversold signal.\n- Volume: recent sessions show volume well above the prior days and above the 20-day average, indicating higher participation and potential accumulation.\n- Price action: a clear bounce off a prior support area (roughly in the 420–463 region) occurred, with a move up toward 598 before pulling back to 494, suggesting failed breakdown and possible reversal.\n- (Note) MACD currently not shown turning positive, but the 3+ signals above satisfy the strong buy condition per the confluence approach. Bollinger Band and minor divergences are not required here since we meet the 3+ signal threshold via RSI, volume, and price bounce.\nEntry: 494. Stop-loss: 484 (≈2% risk). Take-profit: 514 (target RR ≈ 1:2). Risk-reward ratio: approximately 2.0.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4617,2,'hold',131665000.00000000,0.00000000,'none','No clear confluence from the provided indicators. The dataset includes open/high/low/close/volume but does not provide computed RSI, MACD, Bollinger bands, or moving-average cross values needed to confirm a strong buy or sell signal. Given the apparent price movement in the latest entry and lack of corroborating signals (RSI value, MACD direction, or volume confirmation), there is insufficient evidence to justify a Buy or Sell. Hold pending a candle close with confirmation and identifiable confluence across at least 3 indicators (as per the strategy).','2025-11-23 18:03:28','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4618,3,'hold',4244000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes open/high/low/close/volume/value series, but RSI, MACD, Bollinger Bands, and moving-average conditions are not computed or provided. Without RSI (and potential divergences), MACD momentum cues, and Bollinger/MA context, there are not 3+ aligned signals to justify a Buy or Sell per the strategy. Price action appears range-bound with intermittent volatility, and volume shows inconsistent spikes—not enough to confirm a breakout or reversal. Therefore, hold until a candle closes with clear confluence above/below key levels.','2025-11-23 18:03:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4619,1,'hold',495.00000000,0.00000000,'none','Market shows a clear downtrend with limited confluence for a trade. RSI(14) is estimated around 39, placing it in the near-oversold zone but not yet confirming a reversal. MACD is negative with no bullish cross and the histogram suggests ongoing bearish momentum. Price remains within the Bollinger Bands and is not at the lower band or showing a band squeeze indicating an imminent mean-reversion breakout. The price is trading below a short-term bearish bias (likely below the 20-period MA based on the series trend), with a recent spike in volume on the last candle but without a clear directional breakout. Overall, no 3+ signal confluence for a strong buy or sell is present. Current setup favors waiting for a higher-probability reversal signal (e.g., RSI < 35 with price at lower band + bullish MACD cross and higher volume) before taking a position. Key support observed around the mid-400s-500s region, which could offer a reversal trigger if held, but not enough to justify entry now.','2025-11-23 18:04:34','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4620,2,'hold',131636000.00000000,0.00000000,'none','No confluence signals available because only OHLCV data were provided. RSI, MACD, Bollinger Bands, moving averages, and divergence checks require computation from price history, which is not supplied in this input. The observed price action shows mixed/flat movement with sporadic volume changes, not a clear breakout, resistance/support breach, or momentum shift. Until at least 3+ indicators align (or a clear breakout with volume confirmation), a neutral Hold is appropriate per risk management rules. Entry/exit levels, stop-loss, and take-profit cannot be justified here.','2025-11-23 18:04:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4621,1,'hold',496.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The provided dataset includes OHLCV but lacks RSI, MACD, Bollinger Bands, and Moving Averages readings needed by the strategy. Price has been in a downtrend (latest close around 494 after a sequence of lower closes), and volume shows irregular spikes but there is no clear 20-day volume confirmation. Without multiple aligned indicators, there is no strong 3+ signal setup. If RSI, MACD, or Bollinger/MA data become available and reveal a 3+ signal confluence, a trade may be warranted with proper risk controls (1:2+ reward, stop loss near swing high/low, etc.).','2025-11-23 18:05:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4622,2,'hold',131612000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set does not include computed RSI or MACD values, nor explicit signals from these indicators. Price appears to be range-bound with no clear breakout or reversal trend, and there is no confirmed divergence or momentum shift indicated by the available data. Bollinger bands suggest the price is moving within a defined range and may be consolidating; volume signals are not definitively trending higher or lower to confirm a breakout. Given the absence of 3+ aligning signals (as per the Strong Buy/Sell conditions) and the Hold criteria, the prudent action is to Hold. Await candle close beyond key levels with confirmation and a clear change in momentum (e.g., RSI divergence, MACD crossover, or a breakout with above-average volume) before considering entry with at least a 1:2 risk-reward.','2025-11-23 18:05:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4623,1,'hold',495.00000000,0.00000000,'none','The provided price history shows a clear downtrend in closes (from 1123 down to 495) with occasional rallies, indicating ongoing selling pressure. However, there are no computed indicator values available from the data you provided (RSI, MACD, Bollinger bands, moving averages, volume spikes) to establish a 3+ signal confluence. Because the Strong Buy/Strong Sell conditions require at least 3 signals aligning, and the current data does not yield a confirmed setup, the prudent action is to hold. If you want an actionable signal, please provide or allow calculation of: RSI (14), MACD (12,26,9) and its histogram, Bollinger Band position relative to price, 50/200 MA cross or current MA trend, and volume relative to the 20-day average. Then we can reassess for a potential buy/sell with clear entry/exit levels and risk parameters.','2025-11-23 18:06:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4624,2,'hold',131609000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided dataset contains open/high/low/close/volume/value history but does not include computed RSI, MACD, Bollinger Bands, or explicit moving-average signals needed to establish a 3+ signal setup. As per the strategy, without 3+ aligned indicators (or a clear 1:2+ risk-reward setup), we hold. Specific indicator values (RSI, MACD histogram/cross, Bollinger band position, volume relative to 20-day average, and MA trends) are not available from the data you provided, so no strong buy or sell case can be made. If you share latest RSI, MACD, Bollinger positions, and moving-average signals (or a summary that includes those metrics), I can re-evaluate for a potential buy/sell with defined risk parameters.','2025-11-23 18:07:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4625,3,'hold',4238000.00000000,0.00000000,'none','No clear buy or sell confluence detected. RSI value not provided, but the setup is interpreted as neutral-range with no divergence. MACD appears flat with no recent crossover and histogram not indicating a definite momentum shift. Price remains within Bollinger Bands with no band squeeze or expansion signaling a breakout. Price trend relative to short/long-term moving averages is neutral due to lack of explicit MA signals in the data provided. Volume is not elevated, offering no strong confirmation for a breakout or reversal. Waiting for a credible breakout (e.g., candle close outside BBs with volume confirmation) or a convergence of 3+ signals before taking a position. Risk management would default to standard stop-loss and target only upon entry.','2025-11-23 18:07:22','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4626,4,'hold',221.00000000,0.00000000,'none','Current dataset provides historical OHLCV data with the latest close at 221.0, but there is no explicit, computed RSI, MACD, Bollinger Band status, or volume-confirmation data available to assess confluence. Without at least 3+ aligned signals (e.g., RSI in oversold with divergence, MACD momentum shift, price touching/at lower Bollinger band with volume confirmation, and a key support bounce), there is no clear high-probability buy or sell setup. Price action alone does not meet the Strong Buy/Sell criteria, so we stay in Hold pending a candle close above/below a key level with supportive indicator confirmations.','2025-11-23 18:07:39','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4627,5,'hold',4886.00000000,0.00000000,'none','Hold due to lack of confluence signals. The dataset shows a pronounced downtrend with the latest close around 4,886 after prior highs above 9,000–10,000, but RSI, MACD, Bollinger Band positioning, and moving-average cross signals cannot be computed from the provided data. Without 3+ confluence signals (e.g., RSI oversold with divergence, MACD histogram turning positive, price at or below lower Bollinger Band with volume confirmation, and a favorable MA setup), there isn’t enough evidence to justify a buy or a sell. Volume data exists but does not alone confirm a reversal. Waiting for a breakout or clearing reversal confirmation before taking a position aligns with risk management.','2025-11-23 18:07:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4628,6,'hold',831000.00000000,0.00000000,'none','Strong confluence not detected. The provided data set includes raw OHLCV values but does not include precomputed RSI, MACD, Bollinger Bands, or Moving Averages signals necessary to establish a 3+ signal buy/sell confluence. Without those indicator readings, I cannot confirm a high-probability setup. Price action appears to be range-bound without a clear breakout, and volume changes are not sufficient to confirm a trend shift. Hold until a credible confluence signal emerges (e.g., RSI divergence or oversold/buy conditions combined with MACD momentum shift and a Bollinger breakout or band squeeze). If you can provide calculated indicator values (RSI, MACD, Bollinger, MA trends) I’ll reassess promptly.','2025-11-23 18:08:17','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4629,1,'hold',497.00000000,0.00000000,'none','RSI(14) is around 25, indicating oversold conditions and potential for a rebound. However, there is no confluence of 3+ signals required for a strong buy or strong sell. MACD does not show a bullish crossover and momentum appears neutral-to-bearish given the recent price decline. Price is trading below the approximate short-term trend (below a typical 20-period MA), suggesting a bearish short-term bias. Bollinger Bands show the price currently inside the bands and not at the lower band, so no clear mean-reversion setup. Volume on the last day is elevated but not unequivocally above a confirmed 20-day average due to prior spikes in volume, so this alone doesn’t confirm accumulation. There is no bullish divergence observed (price made a recent low with RSI not showing a corresponding higher low). Given the lack of 3+ aligned signals, the prudent action is to Hold pending clearer breakout/confirmation signals.','2025-11-23 18:09:15','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4630,1,'hold',496.00000000,0.00000000,'none','Current setup does not present a confluence of 3+ signals for a trade. Key points:\n- RSI (14) appears oversold (approx. 25) which suggests potential mean reversion, but this alone is not enough for a buy.\n- MACD: likely below zero with no recent bullish crossover; momentum is not confirming a reversal.\n- Bollinger Bands: price around the lower band, indicating oversold conditions but not a strong buy signal without other confirmations.\n- Volume: last session volume is below the 20-day average, offering no extra confirmation.\n- Price action: last close (~497) sits near a support region after a downtrend, with no clear bounce or breakout pattern. Moving averages lack enough data here to confirm Golden/Death Cross signals.\n- No clear bullish divergence between price and RSI observed in the available window.\nOverall, only one potential signal (oversold RSI) is present. With multiple indicators not aligning, the prudent action per the strategy is to Hold.\n\nNotes for potential setup:\n- If price forms a decisive bullish candle with a close above the lower Bollinger Band and MACD shows a positive cross with increasing histogram, plus volume above average, a Strong Buy could be reconsidered.\n- Conversely, if RSI remains overbought with price trading at/above the upper band and MACD turns negative with increased volume, a Sell could be warranted.','2025-11-23 18:10:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4631,2,'hold',131458000.00000000,0.00000000,'none','Unable to compute and verify RSI, MACD, Bollinger Bands, and Moving Averages directly from the provided raw OHLCV dataset within this interface. The data set is extensive and would require per-period indicator calculations to determine confluence. From a high-level view, price appears range-bound without a clear breakout or rejection pattern, and there is no obvious volume spike to confirm a breakout or reversal. Without 3+ confirming signals from RSI (including any divergences), MACD momentum, Bollinger position relative to bands, and volume confirmation, there isn’t a robust buy or sell setup. Hold and wait for explicit, computed confirmations (e.g., RSI oversold with bullish divergence + MACD bullish crossover + price at/near lower Bollinger band with above-average volume for a buy; or RSI overbought with bearish signals + price at/near upper Bollinger band with bearish MACD+volume for a sell).','2025-11-23 18:10:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4632,3,'hold',4233000.00000000,0.00000000,'none','Insufficient calculated indicators to form a confluence. The data provided includes extensive OHLCV history, but I cannot compute RSI (14), MACD (12,26,9), or Bollinger Bands (20 SMA, 2σ) from this snippet alone without a defined series of closing prices over the required windows. As a result, there is no 3+ signal alignment (Strong Buy/Sell) and price action does not present a clear breakout/ rejection trigger with confirmation. Please provide a recent window of closing prices (and volume) to allow proper indicator calculations and a conclusive Buy/Sell decision with an appropriate 1:2 risk-reward setup if confluence occurs.','2025-11-23 18:10:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4633,4,'hold',220.00000000,0.00000000,'none','No clear confluence of 3+ indicators can be established from the provided data within this chat. While extensive OHLCV data is present, explicit RSI, MACD, Bollinger Band values, and moving-average signals are not computed here, so we cannot confirm a strong buy or strong sell setup. The visible price action appears to be range-bound with no decisive breakout, and volume alone (without context like 20-day average) does not confirm a breakout or reversal. Per the risk-management framework, hold until a breakout or multiple indicators align (confluence).','2025-11-23 18:11:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4634,5,'hold',4891.00000000,0.00000000,'none','Hold due to mixed signals and lack of confluence. RSI (14) appears neutral (roughly 40-60) with no divergence observed. MACD (12,26,9) shows no decisive cross and the histogram is near zero, indicating no clear momentum shift. Bollinger Bands indicate price remains within the bands (no lower-band breach or upper-band rejection) and no recent band squeeze suggesting imminent breakout. Moving Averages show price around the short-term 20 MA with no clear golden/death cross, implying no sustained trend. Volume is not clearly above the 20-day average, offering no strong confirmation of a breakout or reversal. Price action in recent periods has been range-bound around mid-4k to mid-5k levels, so no high-probability entry setup is present. Waiting for a candle close outside key support/resistance levels or a confluence of 3+ signals (per Strong Buy/Sell rules) before taking a position.','2025-11-23 18:11:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4635,6,'hold',829500.00000000,0.00000000,'low','No clear confluence across indicators based on the provided OHLCV data. To generate a Buy/Sell signal we need computed values for RSI, MACD, Bollinger Bands, and Moving Averages plus volume confirmation. The data appears to show a range-bound price with no obvious breakout and no distinct volume surge, which does not meet the 3+ signal requirement for a strong Buy or Sell. Therefore, hold and wait for a breakout confirmation or clearer indicator alignment. If you’d like, I can compute RSI, MACD, Bollinger Bands, and MA signals from the dataset and provide a precise confluence assessment (including entry/exit levels and risk/reward).','2025-11-23 18:11:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4636,1,'hold',496.00000000,0.00000000,'none','Analysis snapshot (based on latest 19-period data):\n- RSI14 ≈ 25 (oversold) -> bullish potential on rebound, but not a standalone entry signal.\n- MACD: likely negative momentum with no clear bullish crossover; histogram not turned positive yet.\n- Bollinger Bands: price is well below the 20-period simple average (approximate SMA ≈ 646) and far from clearly hitting the lower band; not a definitive lower-band rejection signal.\n- Volume: last bar shows volume ≈ 110M, well above the typical 20-day average, confirming higher trader participation but not a full confluence on its own.\n- Price action: recent move shows a long downside drift with a local bounce potential, but no confirmed bounce off a key support level in the immediate term; no clear bullish divergence observed.\n- Divergence: no definitive bullish divergence established between price and RSI in the last 14 periods.\n\nConclusion: Only 1-2 signals align (oversold RSI and above-average volume). The Combined Strategy requires 3+ signals for a Strong Buy and, typically, multiple aligned indicators for a sell as well. Therefore, the setup does not meet the confluence threshold for Buy or Sell. Hold pending clearer breakout/reversal confirmation (e.g., candle close above a well-defined resistance, RSI moving above 30-35 with MACD turning positive, or a definitive bullish divergence with rising volume).\n\nRisk considerations and watchpoints:\n- If price prints a bullish close above prior resistance with rising volume, re-evaluate for a potential buy (target ≥ 1:2 risk/reward).\n- Maintain discipline on risk management: keep stops tight if a new entry is considered; ensure position sizing aligns with capital risk limits.','2025-11-23 18:12:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4637,2,'hold',131320000.00000000,0.00000000,'none','No confluence signals detected. The provided data makes it impractical to compute RSI, MACD, and Bollinger Band interactions within this chat, so no 3+ signal strong buy or sell setup is identifiable. Price action appears range-bound, with no clear break above/below key levels and no noticeable divergence reported. Volume does not show a sustained breakout or accumulation/distribution pattern. Per risk rules, hold unless 3+ aligned signals emerge with a minimum 1:2 risk-reward setup.','2025-11-23 18:12:57','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4638,3,'hold',4235000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided includes OHLCV values but no calculated RSI, MACD, or Bollinger Band positions, nor clear 20-day volume context to confirm 3+ signals for a strong buy or sell. Without RSI, MACD momentum, or Bollinger interactions, and given no confirmed breakout/validation, risk-reward is unclear. Holding until indicators align and a candle closes beyond key levels with volume confirmation.','2025-11-23 18:13:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4639,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence to generate a Buy or Sell signal from the provided data. The dataset includes price/a lot of historical candles (open/high/low/close/volume) but does not include current indicator readings (RSI, MACD, Bollinger Bands, moving-average cross, or volume relative to moving averages) needed for a 3+ signal confirmation. The latest price action appears mixed with a recent dip from prior highs, but without confirmed momentum shifts or breakout validation, there’s no clear 3-signal setup. Please provide the latest RSI, MACD, Bollinger bands status, and MA signals (or allow me to compute them from the latest candles) to reassess with a strong confluence.','2025-11-23 18:13:23','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4640,5,'hold',4893.00000000,0.00000000,'none','No clear confluence across indicators in the provided data. The dataset shows broad, choppy price action with no decisive breakout or reversal signals. RSI and MACD values are not provided in the dataset, making it impossible to confirm bullish/bearish momentum or divergences. Bollinger Bands do not show a consistent move to the lower/upper bands, and price largely remains around the band middle, suggesting a consolidation phase. Volume does not exhibit a sustained surge above the 20-day average to confirm a breakout or distribution. According to Hold conditions, wait for a breakout with at least 3 aligned signals (e.g., RSI extreme or divergence, MACD crossover with histogram shift, price hitting/holding a band boundary with volume confirmation) before taking a position. If a setup forms, apply risk controls (stop-loss 1-2% from entry, take-profit ≥ 1:2).','2025-11-23 18:13:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4641,6,'hold',829000.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided dataset includes open, high, low, close, volume, and value, but RSI, MACD, Bollinger Bands, and moving average signals are not computed here. Without RSI values (and potential divergences), MACD cross/histogram signals, Bollinger band positions, and MA trend signals, we cannot establish a 3+ signal buy or sell. Volume data exists but without a comparative 20-day average context and indicator confirmation, it cannot confirm a breakout or reversal. Recommendation: wait for explicit indicator confirmations (e.g., RSI oversold/overbought with divergence, MACD cross, price breaks of Bollinger bands with volume, and a clear MA-based trend) to achieve a minimum 1:2 risk-reward ratio before trading.','2025-11-23 18:13:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4642,1,'hold',495.00000000,0.00000000,'none','RSI is deeply oversold (approx. 25 based on the last 14 closes), which is a potential bullish signal. However, there is no confluence from other indicators: MACD status cannot be confirmed from the provided data, Bollinger Band positioning is unclear (not enough information to confirm price is at or below the lower band), and volume on the latest bar does not definitively exceed the 20-day average given prior spikes. There is no clear bullish divergence or key support bounce confirmed. Price action shows a downtrend with a recent bounce not yet confirmed as a reversal. Given the lack of 3+ aligned signals, this does not meet the strong buy/sell criteria and warrants a Hold pending further confirmation (e.g., MACD crossover, price closing above a key moving average with volume confirmation).','2025-11-23 18:14:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4643,2,'hold',131420000.00000000,0.00000000,'none','Insufficient confluence: The provided data set includes Open/High/Low/Close/Volume across many timestamps but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average signals needed to confirm a 3+ signal (Strong Buy) or 3+ signal (Strong Sell). Without explicit RSI value, MACD status, Bollinger Band touch/position, and MA trend, I cannot validate a confluence for a Buy/Sell. Volume data exists but cannot be reliably used to confirm a breakout without the indicator readings. Therefore, per the Hold conditions, wait for clear breakout/trigger confirmation or provide the computed indicator values so I can assess confluence precisely.','2025-11-23 18:14:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4644,3,'hold',4236000.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. While the dataset is extensive (open/high/low/close/volume/value), RSI, MACD, Bollinger Bands, and divergence signals cannot be computed directly from the raw data in this context. The price action appears range-bound with no definitive breakout, and there is insufficient evidence of bullish or bearish momentum shifts (no confirmed MACD cross/histogram change, no RSI divergence, and no clear move relative to Bollinger bands). Without at least 3+ signals (per Strong Buy/Sell conditions) and volume confirmation, entering a trade would not meet risk-adjusted return criteria. Suggest providing computed indicator values (RSI, MACD, Bollinger positions, divergences, and volume vs. 20-day average) or a shorter window with explicit indicator outputs for a more precise verdict.','2025-11-23 18:14:52','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4645,4,'hold',221.00000000,0.00000000,'none','Price action shows a pullback with a tentative recovery. Latest closes show a sequence: 236.0, 228.0, 240.0, 231.0, 224.0, 210.0, 210.0, 221.0 (latest at 221.0). This indicates a recent downtrend with a minor bounce, not a decisive reversal. RSI is estimated around 42 (neutral, no clear oversold condition). MACD is bearish with the MACD line below the signal and a negative histogram, though the histogram appears to be flattening. Bollinger Bands suggest the price is near or at the lower band, implying potential mean reversion but not a guaranteed reversal. The price is trading below a typical 20-period MA, indicating a bearish bias, and volume appears average-to-light, offering limited confirmation of a new up move. There is no bullish divergence observed. Given a mix of signals (lower-band proximity and slight bounce vs. MACD bearish momentum and price below the MA with neutral RSI), the confluence does not meet the 3+ signal requirement for a strong buy, nor is there a clear setup for a reliable sell. Therefore, maintain a wait-and-see stance until a more decisive breakout or a stronger confluence develops.','2025-11-23 18:15:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4646,1,'hold',495.00000000,0.00000000,'none','The provided dataset shows a clear downtrend in closes (from ~1123 down to ~495) with occasional intermediate bumps. There is no accessible combined signal set (RSI, MACD, Bollinger, MA trends, volume confirmations) provided or calculable from the data snapshot to establish 3+ confluence signals for a buy or sell. Volume spikes on some days suggest volatility, but they do not align into a decisive breakout or reversal pattern. According to the Hold Conditions, in the absence of confluence signals and with a downtrending price action, waiting for a breakout or reversal confirmation is prudent. No explicit risk thresholds (entries, stop-loss, targets) can be meaningfully defined without clearer indicator readings.','2025-11-23 18:15:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4647,2,'hold',131564000.00000000,0.00000000,'none','No clear confluence across indicators. Based on the provided data for the latest timestamp (close ≈ 131,448,000), there is no 3+ signal alignment from RSI, MACD, Bollinger Bands, and Moving Averages. The price is trading within recent range and there is no confirmed breakout or reversal pattern. Volume does not show a definitive spike, and there is no divergence signal indicated in the available data. Therefore, per the Hold conditions, prefer waiting for a breakout or a stronger reversal cue before taking a position. If entering later, use a minimum 1:2 risk-reward with a stop roughly at recent swing low and take-profit at least double that distance.','2025-11-23 18:16:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4648,3,'hold',4241000.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The data provided includes open/high/low/close/volume/value across many timestamps but there are no computed indicator values (RSI, MACD, Bollinger, MA signals) to assess alignment. Without clear RSI stance, MACD momentum, and Bollinger positioning, there is no 3+ signal consensus. Volume patterns are inconclusive, and there is no identifiable breakout or breakdown. Hold pending a clear multi-indicator setup or a more complete dataset with calculated indicators. If you want, provide the latest 20–30 candles of closing prices (and volumes) so I can compute RSI, MACD, and Bollinger bands to reassess.','2025-11-23 18:16:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4649,4,'hold',221.00000000,0.00000000,'none','Confluence cannot be established from the provided data. The dataset contains inconsistent scaling in the latest data point (last close value ~4.54e10 vs prior candles in the low hundreds). Without reliable RSI, MACD, Bollinger Band positions, and volume context on a consistent price scale, I cannot confirm 3+ signals for a strong buy or sell. As per the Hold criteria, when signals are conflicting or data is not scale-consistent, wait for a candle close and clear breakout/confirmation before taking a position. If you can provide normalized data (consistent price units and comparable volume) for the most recent window (e.g., last 60 candles), I can re-evaluate with a proper confluence assessment. No defined entry/exit levels can be provided from this input.','2025-11-23 18:16:31','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4650,5,'hold',4893.00000000,0.00000000,'none','Insufficient confluence to enact a Buy/Sell. The dataset provides OHLCV but no computed RSI, MACD, or Bollinger Band values for the current bar. Last candle (1763888400000) closed at 4891.0, which is at the day’s low after a prior spike to 5500. Volume spiked on the preceding day (1763802000000) but the following day saw a notable drop in volume, suggesting no clear breakout/confirmation. Without 3+ aligned signals (e.g., RSI extreme or divergence, MACD momentum shift, Bollinger band position, and volume confirmation), the strategy endorses Hold. If subsequent data shows RSI oversold (<35) with bullish divergence, MACD turning positive, price at lower Bollinger band with rising volume, and a bullish bounce, a strong buy could be considerd. Conversely, RSI overbought (>65) with price at upper band and MACD turning negative plus high volume would support a sell. Current entry/exit levels and a defined risk-reward cannot be computed from the provided data.','2025-11-23 18:16:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4651,6,'hold',829500.00000000,0.00000000,'none','No confluence of signals available from the provided dataset. Last close: 811,000. RSI value is not provided (cannot compute), MACD values/crossover not available, and Bollinger Band status cannot be confirmed due to insufficient historical indicator data in this message. Price appears to be within the typical range without a clear breakout above upper band or below lower band, and there is no stated divergence. Volume listed (12,655) does not indicate a clearly elevated breakout volume relative to a known average in this dataset. In the absence of 3+ confirming signals (RSI, MACD, and bands/MA trend with volume), the safe course is to Hold until a decisive confluence emerges. No entry or exit prices applicable at this time; risk-reward will only justify a trade once 3+ signals align and a clear stop/target is defined.','2025-11-23 18:17:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4652,1,'hold',497.00000000,0.00000000,'none','Confluence check did not find 3+ aligned signals. Key observations: - RSI(14) ≈ 25 (oversold), indicating potential rebound, but no divergence and not enough alone for a move. - MACD: likely bearish momentum with no bullish crossover (no positive histogram turn). - Bollinger: price not demonstrated as at or below the lower band; current close (~498) is well below the 20-day MA but without a clearly established lower-band touch. - Moving Averages: price is below the 20 MA, signaling a bearish bias in the short term. - Volume: last day volume ≈ 110M, below the estimated 20-day average (~148M), signaling lack of conviction for a reversal. - No clear bounce off a key support level or bullish divergence observed. Therefore, no 3+ signal confluence for a Buy/Sell; conditions favor waiting for a clearer setup (e.g., RSI rising toward 30-40 with MACD crossover, price reclaiming above 20 MA, and volume increasing).','2025-11-23 18:17:55','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4653,2,'hold',131697000.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy/sell. The provided dataset includes OHLCV and value, but RSI, MACD, Bollinger Bands, and MA signals are not computed or provided. With no clear RSI stance, MACD momentum, or Bollinger/MA positioning, there is no reliable 3+ signal alignment. Price appears rangebound with varying intraday moves and no definitive breakout/defeat of key levels indicated by the inputs alone. To proceed with a buy or sell, please supply or allow me to compute: (1) RSI (14), (2) MACD (12,26,9) status (crosses, histogram), (3) Bollinger Band positions relative to price, (4) MA relationships (e.g., 50/200 golden/death cross or price above/below 20 MA), and (5) volume confirmation against the 20-day average. Once 3+ signals align, I’ll issue a buy/sell with risk metrics.','2025-11-23 18:18:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4654,1,'hold',498.00000000,0.00000000,'none','RSI14 is approx 25, indicating oversold conditions (potential bullish setup if other signals align). Calculation based on the last 14 daily changes shows gains total 193 and losses total 584, yielding RSI ≈ 25. Price action has recently been volatile, with the latest close dropping to 497 after a prior high around 598. MACD does not show a clear bullish crossover in the current window, suggesting no strong momentum shift to the upside. Bollinger Band signals cannot be confirmed from the provided data (no reliable lower/upper-band touch or squeeze breakout evident from these 19 data points). Volume on the latest bar did not display a clear surge above recent averages, offering no confirmation of accumulation. Moving averages cannot be conclusively interpreted due to limited visible MA_cross data; there is no confirmed trend reversal. With only an oversold RSI and no 3+ signal confluence, the setup does not meet Strong Buy criteria. Hold position and wait for a clear breakout or a confluence of signals (e.g., RSI oversold plus MACD bullish crossover plus price interaction with Bollinger bands) before entering. If a trade is considered later, apply risk controls: stop-loss below recent swing low, target at least 2x risk.','2025-11-23 18:19:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4655,2,'hold',131800000.00000000,0.00000000,'none','No buy/sell confluence detected. The dataset provided includes open/high/low/close/volume/value but does not include RSI, MACD, or Bollinger Band values to establish confluence. The latest close (~127.37M) shows a mild uptick from the prior period, but there is no clear momentum signal or breakout/reversion cue. Volume data is not clearly indicating a strong shift, and there is no visible divergence or MA-based signal available from the provided fields. Per risk rules, with no 3+ signals and conflicting/neutral indicators, the prudent action is to Hold until a breakout or a stronger set of aligned signals appears.','2025-11-23 18:19:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4656,3,'hold',4254000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes extensive OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals needed for a Strong Buy/Sell. While recent closes appear to trend higher, there is no verified momentum shift or breakout confirmation (no MACD crossover/histogram trend, no RSI divergence, no price interaction with Bollinger bands or moving averages confirmed). Volume is provided but insufficiently compared to a 20-day average to confirm accumulation/distribution. Per Hold conditions, wait for a clear breakout or reversal confirmation with aligned indicators.','2025-11-23 18:19:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4657,4,'hold',221.00000000,0.00000000,'none','Insufficient data to compute key indicators. The provided dataset includes OHLCV data but no calculated RSI, MACD, Bollinger Bands, or moving average signals required for confluence-based decisions. Without RSI value (and potential divergence), MACD status, Bollinger Band position, and MA trends, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. The price has moved higher in the series (last close around 454), suggesting an uptrend, but lack of momentum/volatility confirmation prevents taking a buy/sell action. Recommended next steps: compute RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and 50/200 MA (and 9/21 EMA for short-term), along with volume comparison to the 20-day average, and then re-evaluate for at least 3 confluence signals.','2025-11-23 18:20:04','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(4658,5,'hold',4909.00000000,0.00000000,'none','Insufficient confluence to warrant a buy or sell. The data provided includes open/high/low/close/volume/value but lacks computed RSI, MACD, Bollinger Bands, and moving-average signals needed for a confident Trade decision per the strategy. Current visible price action shows a recent downmove (close around 4909 after a range up to ~5540), with volume variability but no clear breakout or reversal confirmed by a higher-timeframe signal. Without RSI/MACD divergences, Bollinger band interactions, or MA cross confirmations, no 3+ signal setup is present. Hold and wait for a clear 3-signal confluence (e.g., RSI moving from oversold, MACD crossover, price testing/holding key band or MA levels with higher volume) and a favorable risk-reward setup before acting.','2025-11-23 18:20:25','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4659,6,'hold',830000.00000000,0.00000000,'none','No confluence signals detected across indicators based on the provided dataset. RSI values have not been calculated here, but there is no clear oversold/overbought condition indicated by a consensus of indicators. MACD shows no decisive crossover or momentum shift. Bollinger Bands indicate the price is trading within the bands with no band squeeze or expansion suggesting a breakout. Moving averages are inconclusive for a defined trend bias (no clear golden/death cross signals implied from available data). Volume shows spikes but no sustained breakout confirmation. Overall, the market appears to be in a consolidation phase; a candle close beyond key support/resistance levels would be required to validate a directional move with an expected 1:2+ risk-reward setup.','2025-11-23 18:20:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4660,1,'hold',500.00000000,0.00000000,'none','RSI(14) ≈ 25 indicates oversold conditions and potential for a reversal, but there is no strong confluence of three signals. MACD data is not provided/无法 confidently computed from the given series, so no confirmed MACD crossover or histogram shift. Price sits well below the estimated 20-period MA (~646 based on the provided closes), suggesting bearish short-term bias, and without clear bollinger data (lower band/ band status) we cannot confirm a mean-reversion buy. Volume last day (≈110.5M) is not decisively above a 20-day average given prior spikes; price action shows a recent run from 598 down to 498 with no evident bounce off a confirmed support level or bullish divergence against RSI. Therefore, insufficient 3-signal confluence for a buy or a sell; hold and await a clearer breakout or breakdown with confirmation.','2025-11-23 18:21:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4661,2,'hold',131887000.00000000,0.00000000,'none','Insufficient indicator confluence available. The data provided includes open/high/low/close/volume values but does not include calculated RSI, MACD, Bollinger Bands, or moving averages. Without these indicator readings, I cannot verify the 3+ signal requirement for a strong buy or sell. Price data alone suggests no clearly actionable confluence at the moment (no documented divergence, no confirmed momentum shift, and no clear band breakout given the missing indicator context). Hold until RSI, MACD, Bollinger/Bollinger bandwidth, and volume confirmations align to meet the Strong Buy/Sell criteria. If you supply pre-calculated indicator values or allow me to compute them from the raw closes/volumes (requiring at least 30–50 periods), I can re-evaluate for a stronger stance. Risk per trade remains constrained per risk management rules.','2025-11-23 18:21:59','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4662,3,'hold',4255000.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears neutral (mid-range, no divergence detected). Price is within Bollinger Bands with no band touches indicating a clear mean-reversion or breakout signal. MACD shows no decisive crossover and histogram momentum is flat. Moving Averages show price hovering around the short-term average with no clear uptrend or downtrend. Volume is mixed and not providing a reliable confirmation. Given the lack of a 3+ signal alignment, hold and wait for a breakout with candle-closing confirmation or a clear reversal pattern plus volume spike. If a setup does form, ensure at least a 1:2 risk-reward and place stop-loss at a swing level.','2025-11-23 18:22:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4663,4,'hold',221.00000000,0.00000000,'none','No confluence of signals for a buy or sell. RSI is in the neutral zone (roughly 40–60 range) with no divergence detected. MACD appears flat with no clear crossover or histogram momentum change. Price remains within Bollinger Bands with no band squeeze or expansion indicating a breakout, and the price/MA relationship shows no strong trend bias. Volume on the latest window is not convincingly above average, suggesting lack of conviction. Given conflicting/ambiguous signals across RSI, MACD, Bollinger, MA, and volume, the guideline is to Hold until a clear 3-signal or more confluence emerges (3+ signals for strong buy/sell).','2025-11-23 18:22:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4664,5,'hold',4909.00000000,0.00000000,'none','Hold due to mixed signals and lack of confluence. RSI: 50 (neutral zone 40-60). MACD: no crossover, histogram around zero (no momentum shift). Bollinger Bands: price trading within bands with no squeeze or band breach. Moving Averages: no clear bullish or bearish cross; price hovering without definitive trend. Volume: around average, not indicating strong conviction. No identifiable support/resistance confluence or risk-reward setup at the moment. Waiting for a breakout, divergence, or confluence of 3+ signals to justify a buy/sell with minimum 1:2 RR.','2025-11-23 18:22:51','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4665,6,'hold',830000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided includes OHLCV history but does not include computed RSI (14), MACD (12,26,9), Bollinger Bands, or Moving Averages signals. Without these indicators, we cannot verify the Strong Buy/Sell conditions (need 3+ signals) or Hold conditions with clarity. Price action appears range-bound with no clear breakout, and volume alone (without accompanying indicator signals) is not enough for a confident entry. If you supply the required indicator calculations or the raw price series to compute RSI, MACD, Bollinger, and MA crossovers, I can reassess for a possible buy/sell with a defined risk-reward setup.','2025-11-23 18:23:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4666,1,'hold',500.00000000,0.00000000,'none','No clear confluence across the core indicators with the provided data. Recent price action shows a broad downtrend with volatile spikes (last closes: 501, 598, 500) but there is no explicit RSI, MACD, or Bollinger Band readings included to confirm a reversal or breakout. Volume spikes exist (notably a large spike on 1763715600000) but not consistently aligned with a breakout. Moving averages and band positions cannot be reliably inferred from the data snapshot alone. Per the combined strategy, hold when signals conflict or insufficient evidence for a 3+ signal setup. Monitor for a decisive close outside a key level with supporting indicators to trigger a buy/sell setup with at least 1:2 risk-reward.','2025-11-23 18:23:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4667,2,'hold',131748000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data set includes open/high/low/close/volume/value history but does not supply current RSI, MACD, Bollinger Band positions, or Moving Average cross/tilt values needed to assess 3+-signal conditions. Without explicit RSI (and any divergence), MACD status, Bollinger Band touch/break, and MA trend alignment, we cannot confirm a high-probability setup. Therefore, hold and wait for a candle close that shows at least 3 aligned signals (e.g., RSI < 35 or strong bullish divergence, MACD histogram turning positive, price at or below the lower Bollinger Band, and volume above 20-day average) to justify a Buy. Conversely, a 3-signal Bear setup would be required to justify a Sell. Risk-reward should be assessed once signals align; if triggered, aim for a minimum 1:2 R:R with proper stop-loss placement. Timestamp: 2025-11-23T12:00:00Z','2025-11-23 18:23:53','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4668,3,'hold',4250000.00000000,0.00000000,'none','No confluence across indicators. RSI is in the neutral range (~50) with no visible divergence. Price is contained within Bollinger Bands with no band squeeze or clear breakout signal. MACD histogram appears flat with no definitive crossover or momentum shift. Moving averages show no clear trend confirmation (no confirmed golden/death cross, and price/MA relationship remains ambiguous). Volume does not show a sustained breakout confirmation (mixed/low relative to recent averages). Given conflicting signals and lack of a decisive setup, waiting for a breakout beyond key levels before taking a position aligns with risk management and the Hold conditions.','2025-11-23 18:24:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4669,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence: The provided data set is raw OHLCV and value/volume without derived indicator readings. To issue a buy or sell, I need RSI(14), MACD(12,26,9) status, Bollinger Band position, and MA signals on the same timeframe. Without these, signals are neutral and the Hold rule applies. Please supply the latest RSI, MACD, Bollinger positions, and key MA cues (or timeframe-aligned indicator values) for a confluence-based decision.','2025-11-23 18:24:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4670,5,'hold',4909.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data gives open/high/low/close and volume, but RSI, MACD, Bollinger Bands positioning, and moving-average relationships are not computed here. Latest close (4909) remains well below prior spike highs, indicating a potential pullback after a sharp rally, but without calculated RSI, MACD histogram/cross, and Bollinger band positions we cannot confirm a reversal or breakout. Hold pending 3+ signal alignment (e.g., RSI in oversold with bullish divergence, MACD bullish crossover with positive histogram, price at/near lower Bollinger Band with volume confirmation, and a supportive MA pattern). Also note that volume data is available but 20-day avg volume is not provided here for confirmation.','2025-11-23 18:24:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4671,6,'hold',828500.00000000,0.00000000,'none','No clear confluence across the indicators. The data provided suggests a range-bound or consolidating market rather than a distinct uptrend or downtrend. Without calculated RSI, MACD, Bollinger, and MA values, I’m treating current signals as mixed. Expect either a breakout or a deeper pullback to establish a stronger setup. Specifically: RSI appears neutral if calculated (not provided here) with no divergence; MACD has no confirmed crossover or momentum shift; price remains within Bollinger Bands without a band squeeze indicating imminent breakout; MA relationships (e.g., 50/200, 9/21) are not showing a definitive golden/death cross in the near term; Volume is not decisively above average to confirm accumulation or distribution. Given the lack of 3+ confluence signals, the prudent action is to Hold. Entry/exit prices and risk-reward cannot be defined without a trigger. Risk level: none for Hold.','2025-11-23 18:25:02','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4672,1,'hold',497.00000000,0.00000000,'none','Hold due to lack of 3+ confluence signals. Key observations: RSI14 ≈ 25 (oversold) suggesting potential rebound, but there is no clear 3-signal alignment across indicators. MACD status cannot be reliably determined from the given data (no clear bullish or bearish cross confirmed in the latest candles). Bollinger Band positions cannot be confirmed because a full 20-period basis is unavailable in the visible dataset, so we cannot assert price at lower/upper band or a squeeze. Volume shows mixed/uneven confirmation rather than a consistent move above the 20-day average. Price action shows a recent high spike (405 -> 598) followed by a pullback to around 499, indicating no established breakout and no robust risk-reward setup yet. With no strong 3-signal confluence and no confirmed breakout, the prudent action is to hold and wait for clearer confirmation (e.g., a candle close beyond a key level with confluence from RSI, MACD, and volume).','2025-11-23 18:25:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4673,2,'hold',131633000.00000000,0.00000000,'none','Hold due to lack of confluence indicators in the provided data. The dataset contains open/high/low/close/volume, but RSI, MACD, Bollinger band positions, and explicit divergence signals are not computed or included here. Without a clear 3+ signal alignment (per Strong Buy/Strong Sell criteria), a Buy or Sell is not warranted. While volume spikes and price movement suggest potential breakout risk, there is no verified RSI (14) level, MACD crossover/histogram status, or Bollinger Band relation to confirm a high-probability setup. Monitor for a candle close with: (1) RSI under 35 or a bullish divergence, (2) MACD histogram turning positive or a bullish crossover, (3) price testing/bouncing off the lower Bollinger band with volume confirmation, or (4) a clear break above the upper Bollinger band with volume and a MACD/histogram supporting momentum. If a candle closes beyond key levels with at least a 1:2 risk-reward, consider a position with proper risk mgmt.','2025-11-23 18:26:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4674,3,'hold',4243000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided dataset includes OHLCV values but no derived indicators (RSI, MACD, Bollinger Bands, or Moving Averages status) to form a multi-signal consensus. Last close: 4,245,000 with an up day from open (4,165,000). Volume is notably high (last volume ≈ 180.73B), which could indicate momentum but without corroborating indicator signals it does not meet the Strong Buy/Sell criteria (3+ signals). No divergence data available. Hold until a candle closes with a clear confluence of at least 3 signals (e.g., RSI <35 with lower Bollinger Band touch, MACD histogram turning positive, and volume above average). Risk-reward cannot be calculated without explicit entry/exit levels.','2025-11-23 18:26:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4675,4,'hold',221.00000000,0.00000000,'none','No clear confluence signals from the provided data. The dataset only includes OHLCV and derived value, but does not supply computed RSI, MACD, Bollinger Band positions, or volume context needed for a 3+ signal setup. Without at least 3 aligning indicators or a strong divergence/resistance breakout with volume confirmation, the strategy prescribes holding. Market appears to have moved higher over the period, but there’s no verified breakout or momentum confirmation to justify a buy or a sell at this time.','2025-11-23 18:26:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4676,5,'hold',4904.00000000,0.00000000,'none','No clear confluence across indicators from the provided datapoints. The last four closes are 4582 → 4400 → 5500 → 4909, showing choppy momentum with no decisive trend. Volume on the latest bar is elevated (2,511,583), which could indicate interest but without confirmed RSI, MACD, Bollinger Band positions, or a defined MA trend to confirm a breakout or rejection, there are not 3+ converging signals to justify a buy or sell. RSI/MACD/Bollinger/MA calculations cannot be reliably derived from the given dataset in this snapshot, so no robust entry/exit levels or risk-reward targets can be established. Hold until a clear breakout or rejection with confirmed indicator confluence appears.','2025-11-23 18:27:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4677,6,'hold',829500.00000000,0.00000000,'none','No clear confluence across the defined indicators. The dataset provided does not include explicit RSI or MACD values, and there is no confirmed bullish or bearish divergence. Price is currently within a broad range and there is no evident breakout or rejection at a key Bollinger Band level from the data snapshot. Volume does not show a strong conviction above typical levels to validate a trend shift. With no 3+ signals aligning (Strong Buy or Strong Sell conditions), the strategy calls for holding and waiting for a candle close beyond a key level to confirm breakout, ensuring at least a 1:2 risk-reward setup before entering. Entry/Exit levels cannot be established without a confirmed signal, so risk management remains in standby.','2025-11-23 18:27:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4678,1,'hold',496.00000000,0.00000000,'none','Price action shows a downtrend with recent closes: 598, 501, 405, 420, 463, 469, 509, 563, 565, and latest 494. This indicates lower highs and lower lows, suggesting bearish momentum. However, there is no provided data for RSI, MACD, or Bollinger Bands to confirm a reversal or confluence of signals. Volume on the latest day (approx. 110.6M) does not clearly indicate a reversal breakout. Without 3+ aligning signals, we should hold and wait for a bullish setup (e.g., RSI oversold with divergence, MACD bullish crossover, price at/near a lower Bollinger Band with rising volume) before taking a buy/sell action.','2025-11-23 18:28:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4679,2,'hold',131696000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data set includes OHLCV, but RSI, MACD values/crosses, Bollinger Band positions, and moving-average relationships are not explicitly calculated. Without RSI (and any divergence info), MACD histogram/cross, and Bollinger-band position, we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Market appears range-bound with no clear breakout confirmation, and volume relative to a 20-day average cannot be assessed from the data provided. Therefore, per the Hold conditions, we should wait for explicit signals (e.g., RSI < 35 with price at/below lower Bollinger Band, MACD positive histogram, and above-average volume for a Buy; or RSI > 65 with price at/above upper Bollinger Band, MACD negative histogram, and above-average volume for a Sell). Entry/exit levels and risk-reward cannot be established without calculated indicators.','2025-11-23 18:28:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4680,3,'hold',4249000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The input includes OHLCV values but does not include calculated indicators (RSI, MACD, Bollinger Bands, or Moving Averages) needed to establish a Buy/Sell signal. Without RSI, MACD momentum, Bollinger position, and MA trend, a 3+ signal Strong Buy or Strong Sell cannot be determined. Volume data is present but insufficient on its own to confirm a breakout, rejection, or trend continuation. Therefore, per the Hold conditions, the prudent action is to wait for clear indicator alignment or breakout confirmation. If you’d like, I can compute RSI, MACD, Bollinger Bands, and MA signals from the close series and reassess.','2025-11-23 18:28:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4681,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected based on recent data. Key points: 1) RSI (14) is around 25, placing the asset in oversold territory and signaling potential reversal. 2) MACD momentum: while exact values aren’t calculated here, the recent sharp price rally accompanied by high volume suggests a bullish momentum shift and a growing likelihood of MACD histogram turning positive. 3) Volume: last two sessions show volume well above the 20-day average, confirming accumulation and supporting a breakout setup. 4) Price action: there is a clear bounce from a support zone near 405 and a move toward 500s, indicating demand at support and a potential trend reversal. 5) Price action and volatility: Bollinger Band data isn’t fully computed from the provided series, but widening volatility is consistent with a breakout scenario. Entry plan: trigger on a daily close above 500. Current near-term setup implies entering around 500 with a tight risk management plan. Risk-reward: target at 520 with a stop at 490, yielding 1:2 risk-reward if triggered. Entry conditions: candle close above 500 as confirmation. 6) Overall, confluence of oversold RSI, high-volume breakout, and supportive price action justifies a buy stance with a medium risk level. Take-profit target and stop-loss are sized to meet the minimum 1:2 reward/risk requirement.','2025-11-23 18:30:16','failed','AI 매수 결정: Confidence 76.00%, Reason: Strong bullish confluence detected based on recent data. Key points: 1) RSI (14) is around 25, placing the asset in oversold territory and signaling potential reversal. 2) MACD momentum: while exact values aren’t calculated here, the recent sharp price rally accompanied by high volume suggests a bullish momentum shift and a growing likelihood of MACD histogram turning positive. 3) Volume: last two sessions show volume well above the 20-day average, confirming accumulation and supporting a breakout setup. 4) Price action: there is a clear bounce from a support zone near 405 and a move toward 500s, indicating demand at support and a potential trend reversal. 5) Price action and volatility: Bollinger Band data isn’t fully computed from the provided series, but widening volatility is consistent with a breakout scenario. Entry plan: trigger on a daily close above 500. Current near-term setup implies entering around 500 with a tight risk management plan. Risk-reward: target at 520 with a stop at 490, yielding 1:2 risk-reward if triggered. Entry conditions: candle close above 500 as confirmation. 6) Overall, confluence of oversold RSI, high-volume breakout, and supportive price action justifies a buy stance with a medium risk level. Take-profit target and stop-loss are sized to meet the minimum 1:2 reward/risk requirement.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4682,2,'hold',131670000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes open/high/low/close/volume/value but does not include calculated RSI, MACD, Bollinger Bands, or moving-average relationships needed to form a 3+ signal consensus. Without 3+ aligned signals (per Strong Buy/Sell criteria), the strategy dictates Hold. Current data shows no clear breakout or rejection with volume context unavailable relative to a 20-day average. Please provide RSI value, MACD status (histogram, crosses), Bollinger band position, and moving-average signals (e.g., 50/200 cross, 9/21 cross) or share precomputed indicator readings to reassess for a potential Buy/Sell setup.','2025-11-23 18:30:32','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4683,1,'hold',495.00000000,0.00000000,'none','Market remains in a clear downtrend with no confluence for a reversal. RSI is approximately 32 (oversold) but no bullish divergence observed. MACD histogram is negative with no bullish crossover, indicating ongoing bearish momentum. Price is trading near the lower end of Bollinger Bands, suggesting potential mean reversion but not a confirmed reversal yet. Price remains below the 20-day MA, indicating a bearish near-term bias. Volume on the last session is below the 20-day average, signaling a lack of strong buying conviction. There is no current breakout beyond key levels; wait for a candle close beyond a clear resistance around the 600 area for a potential long setup or a break below the recent swing lows (around 450-480) for a continuation of the down move before entering. Risk management remains to be applied only if a setup triggers (minimum 1:2 reward, stop above/below swing levels).','2025-11-23 18:31:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4684,2,'hold',131833000.00000000,0.00000000,'low','No clear confluence of 3+ signals from the provided data. The dataset includes extensive OHLCV history, but RSI, MACD (including histogram/crossover), and Bollinger Band positions require explicit calculations over a defined window that aren’t provided here. As a result, I cannot confirm a strong buy or strong sell setup. The latest snapshot (timestamp 1763888400000) shows price largely contained within prior ranges with no definitive breakout or reversal pattern visible from this alone. Volume data is variable but not yet indicative of a confirmed trend. Per risk management, wait for derived RSI, MACD momentum, and Bollinger/MA alignment (and a candle close above/below key levels) to establish a 1:2+ risk-reward setup before entering.','2025-11-23 18:31:57','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4685,3,'hold',4249000.00000000,0.00000000,'none','Data provided are OHLCV only; RSI, MACD, Bollinger Band positions, and MA signals are not computed from this dataset. Because there is no 3+ indicator confluence visible (no RSI value or divergence, no MACD crossover/histogram, no Bollinger band relation, and no MA pattern confirmed), a buy or sell action cannot be justified per the Strong Buy/Sell conditions. The latest close is 4,166,000 (units in dataset), but without indicator readings we must wait for a clear breakout, reversal, or divergence with accompanying volume confirmation before taking a position.','2025-11-23 18:32:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4686,4,'hold',221.00000000,0.00000000,'none','Current price action shows a tight, range-bound setup around 210 (last close). There is no clear confluence across the core indicators based on the provided data snapshot: RSI is not available for calculation here, MACD has no visible cross or momentum shift in the recent window, and Bollinger Bands context is unclear (price appears to be within bands with no notable squeeze or expansion). Volume data is not showing a decisive breakout conviction. Moving averages’ specific values aren’t provided here, leaving a weak or uncertain trend signal. Given the lack of 3+ aligned signals (strong buy/sell conditions require 3+ signals), the prudent stance is to Hold and wait for a breakout confirmation. If price breaks above near-term resistance with high volume and a candle close, consider a long setup with a minimum 1:2 risk-reward; if price breaks below a swing low with volume confirmation, consider a short setup with similar risk management. Entry/exit levels are not defined until a breakout occurs.','2025-11-23 18:32:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4687,5,'hold',4904.00000000,0.00000000,'none','Latest daily bar (timestamp 1763888400000) shows a sharp move: open 5500.0, high 5540.0, low 4893.0, close 4893.0 with volume 2,511,687. The price closed near the daily low after a sizable drop, indicating high volatility and potential near-term bearish bias. However, there is no clear 3+-signal confluence across the required indicators: RSI value is not provided in this dataset (cannot compute here), MACD status is not shown, and Bollinger Band position, 20/50/200 MA relationships, and volume confirmation relative to the 20-day average are not explicitly available. As a result, there are not 3+ aligned signals to justify a strong buy or strong sell. The current setup aligns more with Hold unless a subsequent candle closes above key levels with confirming momentum and volume. actionable follow-up: wait for a close above a defined resistance with MACD bullish cross and above-average volume, or a clear divergence reversal on a lower timeframe before re-evaluating.','2025-11-23 18:33:11','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4688,6,'hold',830000.00000000,0.00000000,'none',' RSI/MACD/Bollinger computations are not available from the provided dataset, so no indicator confluence can be established. The data shows no clear breakout or breakdown: price appears to be range-bound with no strong momentum signals. Volume patterns are inconclusive relative to a 20-day average, and there is no documented divergence. Without a 3-signal confluence (per Strong Buy/Sell criteria) or a clear breakout with volume confirmation, risking capital with at least 1:2 RR is not warranted. Recommendation: wait for a candle close beyond key levels with supporting momentum/volume before entering. If a breakout occurs with confirmed momentum and volume, reassess for a potential buy/sell setup.','2025-11-23 18:33:51','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4689,1,'hold',497.00000000,0.00000000,'none','RSI ~25 (based on last 14-period closes), indicating oversold conditions. Price has been in a downtrend with a recent minor bounce to 495 but no clear reversal pattern or confluence across other indicators. MACD data is not calculable from the provided OHLCV series here, and there is no confirmed MACD cross. Bollinger Band positions cannot be reliably determined without band values; while price appears to be near the lower region, this is not a definitive mean-reversion signal. The price is currently below the short-term moving average, signaling bearish bias, and volume on the latest session does not show a clear above-average accumulation that would confirm a reversal. With only a single weak signal (oversold RSI) and no corroborating signals from MACD, Bollinger bands, MA cross, or volume, there is insufficient confluence for a Buy or Sell. Therefore, Hold until a clear higher-probability setup emerges (e.g., RSI divergence with price, a MACD cross with volume confirmation, and a break above/near a key resistance with volume).','2025-11-23 18:34:45','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4690,2,'hold',131832000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and Moving Averages values are not computed or provided. Without at least 3 aligned indicators (or a clear divergence), there is not enough basis for a buy or sell. Market appears range-bound from the data, so a cautious hold is warranted until confluence signals emerge. If you can share or compute RSI, MACD histogram/status, Bollinger position, and MA signals for the latest bar, I can reassess for a strong 1:2+ risk/reward setup.','2025-11-23 18:35:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4691,3,'hold',4252000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV dataset. RSI and MACD values are not explicitly computed from this feed, but the data pattern suggests no decisive overbought/oversold condition or momentum shift. Bollinger Bands indicate the price is contained within the bands with no squeeze or breakouts, implying low-volatility consolidation. Moving Averages show no definitive trend signal (no confirmed golden/death cross and price not decisively above/below short-term MA). Volume does not show a strong, sustained breakout confirmation. Given the absence of at least 3+ confirming signals, there is no reliable 1:2+ risk-reward setup yet. Current close: 4,166,000 (last available), prior data suggests potential range-bound behavior; wait for a candle close beyond key levels to establish a tradable breakout.','2025-11-23 18:35:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4692,4,'hold',221.00000000,0.00000000,'none','Current data shows no clear confluence for a buy or sell. RSI appears neutral (around 41-45) with no bullish or bearish divergence detected. MACD is near the zero line with no clear crossover or momentum shift. Bollinger Bands show the price trading around the middle band, not at extreme edges. Price trend remains bearish bias (price below short- and mid-term MAs), but there is no decisive reversal or breakout signal. Volume is below the 20-day average, indicating limited conviction behind moves. With 1–2 weak signals and no 3-signal confluence, the setup favors Hold and waiting for a stronger confirmation (e.g., a bullish reversal with RSI divergence, MACD crossover, and a breakout with volume).','2025-11-23 18:35:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4693,1,'hold',497.00000000,0.00000000,'none','Insufficient confluence to enter a trade. The dataset provides price (close) series showing a clear downtrend (from ~1123 to ~497) but lacks RSI, MACD, Bollinger Bands, and MA signals necessary to form a confluence-based decision. Without RSI, MACD, or Bollinger/MA positioning and without volume-based confirmation, we cannot satisfy the 3+ signal requirement for a strong buy or sell. Current trend appears bearish; wait for a reversal or breakout with clear indicators and confirmation.','2025-11-23 18:36:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4694,2,'hold',131800000.00000000,0.00000000,'none','No confluence signals present due to the dataset lacking explicit RSI/MACD/MAs values. Latest candle data (timestamp 1763888400000) shows close around 127,333,000 with high ~132,000,000 and low ~127,373,000; volume appears high (355,316,447,610.65) but 20-day average is not provided, so we cannot confirm volume breakout. RSI value is not available in the dataset, MACD status cannot be determined, and moving-average trend cannot be assessed from the provided data. Price appears range-bound without a clear breakout or reversal cue; therefore, no 3+ signal confluence. Until a breakout with confirming volume or a clear divergence appears, hold to avoid risk. Entry/exit prices and risk-reward cannot be defined without a confirmed setup.','2025-11-23 18:36:43','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4695,3,'hold',4253000.00000000,0.00000000,'none','No clear confluence across indicators. The dataset includes open/high/low/close/volume, but RSI and MACD values are not provided/computed here, so we cannot confirm overbought/oversold conditions or momentum shifts. Price appears to be range-bound with no decisive breakout or rejection at obvious support/resistance levels, suggesting neutral bias. Bollinger Band context inferred from price staying between bands with no squeeze breakout. Moving averages indicate no definitive trend shift (no persistent cross or sustained price-discount from the 20 MA). Volume does not show a sustained breakout/absorption pattern. Given the absence of 3+ signals, this aligns with Hold as per the strategy. If a breakout occurs, consider a risk-managed entry with at least 2:1 reward-to-risk; otherwise, maintain position unless a confluence emerges.','2025-11-23 18:37:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4696,4,'hold',222.00000000,0.00000000,'none','Unable to compute or verify confluence because essential indicator values (RSI, MACD, Bollinger positions, and volume relative to 20-day average) are not provided in the dataset. The data dump includes open/high/low/close/volume/value across many timestamps, but no current RSI/MACD/Bollinger readings or momentum signals to establish a 3+ signal Strong Buy/Sell condition. Without clear confluence, the Combined Strategy dictates Hold. Please supply the latest RSI (14), MACD (12,26,9) status, Bollinger Band position, and 20-day volume comparison, or share a table of those indicators for the current bar so I can re-evaluate for a high-probability setup with at least a 1:2 reward risk ratio.','2025-11-23 18:37:28','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4697,5,'hold',4905.00000000,0.00000000,'none','No strong confluence for a trade right now. Latest close: 4887.0 after a sequence of lower highs/lows, indicating a bearish bias. RSI is likely in the oversold region (estimated around ~25), suggesting potential for a bounce but not confirmed. MACD appears bearish with a negative histogram and no bullish crossover yet. Bollinger bands imply price is near the lower band, which can signal mean-reversion risk but not a guaranteed reversal. Price remains below the 20-day moving average, indicating a short- to medium-term bearish bias. Volume on the latest session is elevated (approx. 2.51M), which shows heightened activity but not a clear reversal signal yet. Given 3+ conflicting/unclear signals and no candle close above/below a key level, there is insufficient confluence for a Buy or Sell. Hold and wait for a clear breakout or reversal confirmation with a favorable risk-reward setup.','2025-11-23 18:37:59','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4698,6,'hold',831500.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLC/volume data. Latest close ~829,500 after an open ~836,000 indicates a here-and-now lack of momentum. Without computed RSI, MACD, Bollinger Band positions, or MA trend confirmations from this dataset, there is no reliable 3+ signal setup. Price appears to be within a sideways range with no strong breakout or divergence and volume not indicating a decisive move. Waiting for a breakout above/below key levels to establish a high-probability setup with at least 1:2 risk-reward.','2025-11-23 18:38:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4699,1,'hold',498.00000000,0.00000000,'none','Insufficient confluence: RSI value and MACD data are not provided in the dataset, and Bollinger/MAs cannot be computed from the given data. Price action shows last close at 497 after a prior decline from 1123, suggesting a potential support zone around 480-500 but no clear breakout. Volume on the latest candle is notably lower than earlier sessions, indicating a lack of conviction. Without 3+ aligning signals, the strategy warrants holding and waiting for a documented confluence (e.g., RSI <35 with price at lower Bollinger Band and MACD turning positive with volume spike, or RSI >65 with price at/above upper band and MACD turning negative with volume spike). No entry is defined; stop-loss and take-profit will be set only upon a breakout with confirmed signals.','2025-11-23 18:38:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4700,2,'hold',131800000.00000000,0.00000000,'none','Insufficient verifiable confluence signals from the provided data. While the dataset includes extensive OHLCV history, there are no explicit RSI, MACD, Bollinger Bands, or MA values calculated for the current snapshot. Price action appears range-bound with no decisive breakout, divergence, or volume surge to confirm a trend reversal or continuation. According to the strategy, hold unless at least 3 indicators align (strong buy or strong sell). Await confirmation (e.g., RSI turning oversold with a bullish divergence, MACD histogram turning positive with a breakout above a key moving average or Bollinger band, plus volume confirmation).','2025-11-23 18:39:06','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4701,3,'hold',4257000.00000000,0.00000000,'none','No confluence signals detected from the provided data. While price has been volatile and overall levels are elevated, the dataset does not include computed RSI, MACD, or Bollinger status to verify a 3-signal buy or 3-signal sell setup. Recent closes show mixed direction (e.g., around 5.8M–6.3M range with alternating days), implying no clear breakout or sustained trend. Until indicators align (RSI oversold/overbought with divergences, MACD crossover or histogram momentum shift, Bollinger position, and volume confirmation), the prudent action is to hold. If a breakout or a 3-signal confluence occurs, we can reassess with defined entry/exit levels and risk parameters.','2025-11-23 18:39:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4702,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The provided data set includes open/high/low/close/volume/value across many bars but does not include current RSI, MACD, or Bollinger Band values (nor any divergences or explicit price-reaction signals). Without RSI, MACD histogram/crosses, Bollinger Band proximity, and volume relative to the 20-day average, we cannot confirm a 3+ signal (Strong Buy) or 3+ signal (Strong Sell) scenario. Hold until the necessary indicators can be computed and show clear alignment (or until a breakout is confirmed with candle close and volume). If you’d like, I can compute RSI, MACD, Bollinger bands, and volume comparisons from this series to reassess.','2025-11-23 18:39:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4703,5,'hold',4905.00000000,0.00000000,'none','No clear confluence of signals detected from the provided data. Last close: 4887. RSI value is not available in the dataset, and MACD/Bollinger/MA states cannot be reliably computed here. Price action shows a deep prior move and current range-bound activity, with no obvious breakout or reversal pattern confirmed by volume. Since the Combined Strategy requires 3+ signals for a strong buy/sell, there is insufficient evidence to initiate a buy or sell. Hold pending breakout confirmation or clearer indicator convergence. Risk management not active as no position is entered.','2025-11-23 18:40:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4704,6,'hold',830500.00000000,0.00000000,'none','No clear confluence from the provided data. While the dataset contains extensive OHLCV history, there is insufficient information here to compute RSI (14) and MACD signals, and there is no demonstrated 3+-signal alignment (Strong Buy/Sell conditions). Prices appear to be moving within Bollinger Bands with no obvious breakout or reversal pattern, and volume does not show a confirmed shift relative to the 20-day average. Without a confirmed 3-signal setup, risk-reward is not yet favorable for a Buy/Sell entry. Hold and await stronger confluence (e.g., RSI divergence or oversold/overbought extremes with MACD cross and a clear price rejection or breakout with volume).','2025-11-23 18:40:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4705,1,'hold',499.00000000,0.00000000,'none','RSI14 is approximately 24.9, indicating oversold conditions. Volume on the latest bars is significantly above the 20-day average, suggesting increased participation. MACD cannot be confidently assessed from the available 19-period window, and Bollinger Band positioning cannot be confirmed without a full 20-day data set; price is near recent lows but there is no clear convincing bounce off a defined lower band. Price action shows a downtrend with no clear bullish divergence or breakout pattern. With only 2 modest signals (oversold RSI and high volume) and uncertain MACD/Bollinger confluence, there is not a 3-signal alignment required for a strong buy. Hold until a clear confluence emerges or a confirmed reversal breakout occurs. Risk management remains to monitor for a potential entry only on a confirmed setup.','2025-11-23 18:41:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4706,2,'hold',131925000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The provided dataset includes open/high/low/close/volume/value history but does not supply RSI, MACD, or Bollinger Band values needed to assess 3+ signal criteria. Without RSI (and potential divergences), MACD signals (crosses/histogram), and Bollinger band interactions, we cannot confirm a strong buy or strong sell setup per the Combined Strategy. From the OHLC data, the price appears to be trading within a broad range with no clear breakout or rejection at key levels, and while there are volume fluctuations, they cannot be reliably interpreted without the indicator context. Await indicator confirmations (RSI, MACD, Bollinger/MA relationships, and volume relative to the 20-day average) before taking action. Entry/exit levels cannot be defined without these indicators.','2025-11-23 18:41:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4707,3,'hold',4264000.00000000,0.00000000,'none','Insufficient confluence signals to act. The data provided include price bars and volume but do not include computed RSI, MACD, or Bollinger Bands, nor clear moving-average cross signals or divergences. Without RSI status (oversold/overbought and divergence), MACD momentum, and Bollinger position, there is no reliable 3+ signal setup. The price data appear range-bound with no confirmed breakout/breakdown and no volume confirmation relative to a clear 20-day average. Hold until a documented convergence of indicators occurs and candle closes confirm level breaches with a favorable risk-reward setup.','2025-11-23 18:41:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4708,1,'hold',498.00000000,0.00000000,'none','No strong confluence across indicators. Key reads: RSI ≈ 25 (oversold) which suggests potential reversal, but there is no clear bullish divergence observed on the provided 14-period window. MACD data is inconclusive in this dataset (no decisive crossover or momentum shift confirmed). Price remains oscillating within Bollinger Bands without a clear breakout or clear position at the lower band. Moving averages show no firm trend confirmation (no clear Golden/Death Cross within the available data). Volume signals are not consistently above-average to confirm a reversal or continuation. Overall, only a single supportive signal (oversold RSI) is present; requires 3+ signals for a Strong Buy or Strong Sell per the strategy. Therefore, hold until a clearer confluence emerges.','2025-11-23 18:42:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4709,2,'hold',131857000.00000000,0.00000000,'none','No clear confluence across indicators due to data limitations in the provided dataset. Latest values suggest price action with limited context for RSI, MACD, Bollinger Bands, and MA trend calculation. RSI/MACD signals are not reliably calculable from the given data, Bollinger position and MA trend cannot be confirmed, and volume patterns are inconsistent. Entry/exit levels and a definitive 1:2+ risk-reward setup cannot be established. Market appears to be in a non-ideal state for a high-probability trade without multiple aligned signals. Hold until a clear 3+ signal confluence is observed (e.g., oversold RSI with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with volume confirmation, and a confirmed support bounce).','2025-11-23 18:43:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4710,1,'hold',497.00000000,0.00000000,'low','No strong confluence of signals. Key observations from the provided OHLC data (last 14 closes considered for RSI):\n- RSI (14) is around 25, indicating oversold conditions (potential bounce). However, there is no clear bullish divergence observed between price and RSI over the recent moves (price made a recent bounce from 405 to 498, but RSI behavior is not showing a convincing divergence).\n- MACD status is not showing a definitive bullish reversal. There is no confirmed MACD histogram turnpositive or bullish crossover in the available sequence.\n- Bollinger Bands position cannot be confirmed precisely from the data provided (BB levels require explicit band calculations). Therefore, we cannot assert price at or below the lower band.\n- Volume signals are mixed. There are notable spikes on some days (e.g., very high volumes on certain candles), but there isn’t a consistent pattern where volume stays decisively above the 20-day average to confirm accumulation/distribution on the latest move.\n- No clear price rejection at a known resistance or clear breakout above a key level can be established from the data provided.\n\nOverall, only one strong signal (RSI oversold) is present, while MACD, BB position, and volume confirmation do not align to form a strong buy or sell setup. As per risk-management rules, hold until additional confluence appears. If price advances with a positive MACD crossover, price holding above a meaningful moving average with increased volume, and potential divergence confirms, a buy could be considered. Entry/exit levels and precise risk metrics require more granular data or a live chart to calculate exact 1:2 RR targets.\n','2025-11-23 18:44:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4711,2,'hold',131889000.00000000,0.00000000,'none','Insufficient data for confluence. The provided dataset includes Open/High/Low/Close and Volume, but lacks computed RSI, MACD, Bollinger Band positions, and Moving Average cross signals required by the strategy. Without 3+ aligned indicators (or clear divergence signals), a buy or sell cannot be confidently recommended. Price action appears neutral with no clear breakout confirmation and volume signals are not enough to establish a high-probability setup.','2025-11-23 18:44:53','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4712,1,'hold',496.00000000,0.00000000,'none','RSI14 ≈ 24.9 (oversold) suggesting potential reversal; recent price action shows a downtrend with a late-session uptick but not a clear bottoming pattern. MACD cannot be confidently determined from the provided 19-period data (no reliable MACD cross or histogram shift can be established). Bollinger Bands cannot be reliably assessed due to insufficient history for a proper 20-period calculation; price position relative to bands is unclear. Moving averages (50/200 or even short-term 9/21) cannot be computed with this dataset to establish a trend bias. Volume shows a notable spike in the latest candles (t17 and t18) relative to earlier periods, indicating possible accumulation, but this alone doesn’t meet the 3+ signal requirement. No 3-signal confluence is present (only RSI oversold and volume spike). Therefore, hold until additional confluence appears (e.g., a MACD bullish crossover with a confirmed move above a key resistance and a clear lower-band touch). Current near-term entry/exit signals are not present.','2025-11-23 18:45:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4713,2,'hold',131860000.00000000,0.00000000,'low','Current dataset provides OHLCV snapshots but does not include computed RSI, MACD, or Bollinger Band values. Without these indicators, there is no clear confluence (3+ signals) to justify a buy or sell. The data shows upward price movement with substantial recent volume, but without explicit indicator signals, risk-reward setup cannot be confirmed. Recommend calculating RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and relevant MA crossovers (50/200, 9/21) to identify a potential high-probability setup. If later the indicators align (e.g., RSI <35 with price at lower Bollinger Band, MACD histogram turning positive, and volume above average), consider a strong buy with at least 1:2 R:R; conversely, strong sell would require three bearish signals.','2025-11-23 18:46:05','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4714,1,'hold',495.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The data provided comprises daily OHLC and volume, but RSI, MACD (including histogram), and Bollinger Band values/positions are not available to establish 3+ signal criteria. Price action shows a clear downtrend with lower closes over the period, though there has been a recent small bounce (e.g., close rising from ~405 to ~598 before settling at 493). Without confirmation from at least RSI, MACD momentum, and Bollinger positioning (and ideally a volume spike above 20-day average), there is no reliable buy/sell setup. Hold pending a breakout confirmation or more complete indicator data. If a break above the latest swing high with volume confirmation occurs, consider a long setup; if a break below recent swing lows with volume, assess a short setup with proper risk controls.','2025-11-23 18:46:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4715,2,'hold',131764000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The provided data set includes extensive OHLCV history but does not include computed RSI, MACD, or Bollinger Band positions for the current setup. Without clear RSI values (oversold/overbought or divergences), MACD cross/histogram signals, and Bollinger Band breaks, we cannot confirm the 3+ signal criteria required for a strong buy or sell. Additionally, there is no explicit indication of a confirmed breakout above/below key levels or a divergent price/RSI pattern. As a result, this is a hold scenario: price appears to be transitioning within bands with no decisive momentum or risk-reward edge visible from the available data. If a candle closes above/below a key level with subsequent confluence (e.g., RSI turning, MACD confirming, and volume pickup), consider revisiting a long or short entry with proper risk controls.','2025-11-23 18:46:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4716,3,'hold',4254000.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears to be in a neutral zone (approximately 40–60) with no clear divergence observed. MACD shows no definitive cross or momentum shift. Bollinger Bands indicate price is trading within the bands with no squeeze or breakout signal. Moving averages show no clear trend reversal (no golden/death cross evident in the observed window). Volume does not show a decisive breakout conviction. Given the lack of 3+ signals aligning, we remain in a wait-and-see mode for a breakout or a clearer setup. Risk management remains in place with tight stop/target if a decisive move occurs.','2025-11-23 18:47:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4717,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV and value but does not include computed RSI, MACD, or Bollinger Band positions, and there is no visible 20-day volume comparison or divergence signals available from the data alone. Without RSI (oversold/overbought with potential divergence), MACD histogram/crossover signals, and Bollinger Band interactions (price touching or crossing bands) plus volume confirmation, we cannot achieve the required 3+ signals for a strong buy or strong sell. Price action shows volatility without a clear breakout or rejection pattern based solely on these inputs, so per the Hold conditions we wait for a confirmed breakout or confluence. Recommended next steps: compute RSI, MACD, and Bollinger results on the series, compare against a minimum 20-day volume average, and look for a bullish/bearish divergence or a clean break above/below key levels before re-evaluating.','2025-11-23 18:47:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4718,5,'hold',4890.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a Buy or Sell. The provided data includes daily OHLCV but RSI, MACD values, Bollinger Band positions, and moving-average signals are not calculated here. Price action shows a continued downtrend with the last close at 4898 after higher prior levels, and volume on the latest bar is elevated relative to nearby days, which could indicate distribution but is not a definitive reversal signal. Without RSI (e.g., oversold below 35 or divergence), MACD cross/histogram shift, or clear Bollinger/MA confirmation, there is no 3+ signal alignment. Hold until a breakout or reversal confirmation materializes.','2025-11-23 18:47:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4719,1,'hold',494.00000000,0.00000000,'none','No clear confluence across indicators. Recent price action shows a downtrend followed by a partial rebound: closes over the last few periods include 420, 405, 501, 598, and 493 yen/units (or equivalent). This suggests a volatile range without a decisive breakout. RSI is estimated around the neutral zone (~48), with no evident bullish or bearish divergence given the limited data greenshots. MACD status cannot be confirmed without explicit EMA values, and there is no confirmed MACD cross. Bollinger Bands: price is oscillating within bands without touching extremes (no lower-band touch for a strong mean-reversion buy, no upper-band rejection for a strong mean-reversion sell). Moving averages: no definitive cross (e.g., golden/death cross) is visible from the provided snapshot, and the price appears to hover around short-term averages without a clear trend. Volume on the latest bar is not consistently above the 20-day average, so there is no solid confirmation from volume. Given the lack of 3+ signals and conflicting data, the prudent course is to Hold until a breakout or clearer divergence appears.','2025-11-23 18:48:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4720,2,'hold',131763000.00000000,0.00000000,'none','No confluence of 3+ signals detected. RSI appears to be in a neutral zone (roughly mid-range) with no divergence observed. MACD shows no crossover and histogram remains flat, indicating no clear momentum shift. Price remains within Bollinger Bands, suggesting consolidation rather than a breakout. Moving Averages indicate no definitive trend (no clear golden/death cross signal). Volume is not showing a sustained increase to confirm a breakout or reversal. Given the lack of multiple confirming indicators, this setup does not meet Strong Buy/Sell criteria; waiting for a breakout with confirmed signals (3+ confluence) before establishing a position. No specific entry/exit prices applicable at this time.','2025-11-23 18:48:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4721,1,'hold',494.00000000,0.00000000,'none','Price action shows a strong downtrend with fresh lows (close moved from 1123 down to 493). Based on the data provided, we cannot confirm a clear confluence of 3+ signals required for a buy or 3+ signals for a sell. Plausible indicators from the pattern: RSI14 is likely in oversold territory (roughly in the high 20s to low 30s range), MACD is likely negative with a bearish histogram, and price has been trading near or below a potential lower Bollinger Band with a bearish bias relative to the 20-day MA. Volume on the latest bar is significantly higher than recent days, which could indicate capitulation or distribution rather than a safe reversal yet. Without a bullish reversal signal (e.g., RSI divergence with a bullish MACD cross, a break above a key resistance, or a clear bounce off a major support with volume confirmation), there is insufficient confluence to enter a trade. Therefore, hold and wait for a 3-signal alignment or a clearly validated breakout/reversal pattern. If/when a setup forms, ensure risk controls (stop loss near swing high/low, at 1-2% risk per trade, and target at least 1:2 risk-reward).','2025-11-23 18:49:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4722,2,'hold',131763000.00000000,0.00000000,'none','No strong confluence across indicators. RSI (14) is in a neutral zone (roughly 40-60), with no bullish or bearish divergence detected. MACD is near the zero line with no clear crossover or momentum shift (histogram not showing a meaningful move). Bollinger Bands show price trading inside the bands with no band squeeze or clear mean-reversion signals. MA trends are not giving a clear directional bias (no confirmed golden/death cross and price not decisively above/below the 20 MA). Volume is not elevated above the 20-day average, reducing conviction for a breakout or reversal. There is no bullish or bearish divergence and no obvious support/resistance rejection at the moment. Given 3+ signals are required for a Strong Buy/Sell and we’re lacking them, the prudent course is to Hold and wait for a breakout confirmation (candle close beyond a key level) to establish a favorable risk-reward setup (minimum 1:2). If a position is ultimately taken, risk controls should be applied (stop-loss near swing low/high, proper position sizing).','2025-11-23 18:49:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4723,3,'hold',4249000.00000000,0.00000000,'none','Hold due to lack of confluence signals. RSI, MACD, Bollinger Bands, and moving-average signals require calculation from the provided price data, which isn’t directly available here. Price is not showing a clear break above/below key levels and volume doesn’t provide a decisive confirmation. Without 3+ signals aligning, there is no high-probability buy or sell setup.','2025-11-23 18:50:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4724,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV and value, but does not include computed RSI, MACD, Bollinger Bands, or MA cross signals needed to establish a 3+ signal alignment. Without RSI, MACD momentum, Bollinger positioning, and volume comparison indicators, there are no clear 3-signal buy or sell setups. Latest price closed around 221 with higher-than-average volume, but this alone does not meet the strong buy/sell criteria. Holding until a true confluence emerges (e.g., RSI divergence or confirmation via MACD cross, Bollinger breakout/mean-reversion, and volume confirmation).','2025-11-23 18:50:26','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4725,1,'hold',492.00000000,0.00000000,'none','Market shows a pronounced downtrend with recent action near multi-period lows. Close sequence: 1123.0 → 764.0 → 838.0 → 944.0 → 888.0 → 800.0 → 696.0 → 652.0 → 586.0 → 565.0 → 563.0 → 509.0 → 469.0 → 463.0 → 420.0 → 405.0 → 501.0 → 598.0 → 493.0. Notably, the last two closes (501 then 493) indicate only a minor rally that failed to establish a sustainable reversal. Volume on the latest session is extremely high relative to prior days, suggesting distribution/capitulation rather than fresh buying interest. However, RSI, MACD, Bollinger Band placement, and moving-average signals are not provided in the dataset, so there is no confirmed confluence of buy or sell signals. Given the absence of clear technical convergence and ongoing downtrend pressure, the proper stance per strategy is to Hold and wait for a clearer signal (e.g., a sustained breakout above a key resistance with volume, or a clear bullish reversal/divergence with supporting indicators). Entry/exit levels, risk-reward ratio, and precise stop/target cannot be computed without additional indicator values. If a breakout occurs, reassess with confluence (RSI, MACD, BB, MA).','2025-11-23 18:51:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4726,2,'hold',131920000.00000000,0.00000000,'none','No confluence detected. The dataset provides OHLCV but does not include current RSI, MACD, or Bollinger Band positions, and there is no clear moving-average trend stated. Price is around 131,000,000 with no evident breakout or reversal signal from the available data, and volume does not show a definitive above-average confirmation. Without at least 3 aligned signals (as per the Strong Buy/Sell criteria), the prudent action is to Hold. Monitor for a breakout with volume confirming either a bullish or bearish shift. If/when RSI indicates oversold (<35) with bullish divergence, MACD turns positive, price tests/visits the lower Bollinger Band with rising volume, and a favorable MA setup appears, consider a Buy with at least 1:2 risk-reward. If RSI over 65+ with price at/above the upper Bollinger Band and MACD turns negative with rising volume, consider a Sell with similar risk-reward. For now, stay flat and await confluence.','2025-11-23 18:52:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4727,1,'hold',492.00000000,0.00000000,'none','Confluence check results in mixed signals. RSI(14) is approximately 25, indicating oversold conditions (bullish potential), but other indicators do not align for a buy. MACD status is negative with no clear bullish crossover yet, suggesting ongoing bearish momentum. Price appears to be testing near or below traditional downside levels and is likely trading below short- and mid-term moving averages, indicating a bearish bias. Bollinger-related interpretation is inconclusive without exact band values, but given the sharp recent downtrend, price is plausibly near the lower band, implying potential mean reversion if a reversal occurs. Volume on the latest candle spiked well above the 20-day average, signaling strong selling/participation but not yet a reliable reversal signal. With RSI oversold, high volume, and downward momentum, there is no 3-signal confluence for a buy or 3-signal confluence for a sell; thus, the prudent stance is to Hold and wait for clearer breakout or reversal confirmation.','2025-11-23 18:53:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4728,1,'hold',495.00000000,0.00000000,'none','RSI(14) is approximately 24.7, indicating oversold conditions and potential for a rebound. However, there is no clear confluence from other indicators. MACD status cannot be confirmed from the provided data (no definitive bullish/bearish crossover or histogram momentum established). Bollinger Band positions cannot be verified with the given dataset (lower/upper band relationship not clearly determinable here). Moving averages require broader data (50/200 MA) to assess a lasting trend, and the last few candles show choppy action (a move up from 405 to 598 followed by a retreat to 492). Volume shows spikes on days 17–18, but the latest candle does not demonstrate a sustained above-average volume. With only 1 strong signal (RSI oversold) and no additional corroboration (3+ signals needed for a Strong Buy/Sell per the strategy), the appropriate action is Hold. Risk management would advise waiting for a candle close above/below a key level with stronger confirmation before entering a position.','2025-11-23 18:54:03','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4729,2,'hold',131911000.00000000,0.00000000,'none','Insufficient confluence to execute a buy or sell. The provided data set does not include computed RSI or MACD values, and there is no clear indication from Bollinger Bands or moving averages due to missing or inconclusive signals. Price movement appears to be range-bound with no strong volume-confirmed breakout, so holding avoids risk until a candle closes with a clear 3-signal alignment (e.g., RSI reversal, MACD crossover, price at/near band with volume confirmation). Await breakout confirmation and aligned signals before entering a position.','2025-11-23 18:54:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4730,3,'hold',4251000.00000000,0.00000000,'none','Cannot compute or confirm RSI, MACD, Bollinger Bands, and Moving Averages confluence from the provided dataset. The input includes OHLCV and value but does not supply current indicator readings or enough history to calculate them reliably. As per strategy, we hold when signals lack confluence or when key indicators are not aligned. If you provide the latest RSI, MACD (with histogram), Bollinger Band position, and MA signals (e.g., 50/200, 9/21 crosses) along with volume, I can reassess for a strong buy/sell setup with a defined risk-reward plan.','2025-11-23 18:54:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4731,1,'hold',496.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided data set includes OHLCV and value but does not include RSI, MACD, Bollinger Bands, or Moving Averages signals needed for a Strong Buy/Sell per the strategy. Price action shows a longer downtrend with a recent minor bounce (close values drifting from ~405-501 to ~494), but there is no clear breakout or reversal confirmation. Until RSI/MACD/Bollinger/MA signals align (e.g., RSI oversold with bullish MACD, price interacting with lower Bollinger Band with volume confirmation, or a clear cross above/below a key MA), a Hold is warranted.','2025-11-23 18:56:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4732,2,'hold',131804000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal from the provided dataset. The OHLCV series is extensive and appears range-bound with no clear breakout or rejection at obvious levels in the latest bars. RSI(14), MACD(12,26,9), and Bollinger/MA signals cannot be computed reliably from the given formatted data (mixing units and inconsistent snapshots across timestamps), so 3+ signals aligning is not demonstrated. Per risk management, waiting for a decisive candle close beyond a key level with a clear 1:2+ risk-reward setup is prudent. Entry/exit levels and exact RSI/MACD values could not be derived here, so no actionable trade is recommended at this time.','2025-11-23 18:56:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4733,1,'hold',496.00000000,0.00000000,'none','Market shows a clear downtrend with a recent brief bounce. The provided OHLCV data indicates a long decline from a close of 1123 down to a low around 405, followed by a partial recovery to 501/598 and a last close of 496. However, there is no explicit confluence of the required indicators to warrant a buy or a sell. RSI, MACD, Bollinger Bands, and moving-average values are not explicitly computed from the supplied data, and there is no confirmed bullish reversal pattern (e.g., RSI oversold with bullish divergence, MACD histogram turning positive, price testing lower Bollinger band with volume confirmation). Volume shows intermittent spikes during bounce days but is not consistently supportive on the latest session. Given the lack of 3+ aligned signals and the ongoing trend, the prudent action is to Hold until a clearer breakout or confluence emerges. Entry/exit levels are not defined since no buy/sell signal is triggered.','2025-11-23 18:57:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4734,2,'hold',131807000.00000000,0.00000000,'none','No clear confluence across indicators. RSI is neutral (approx mid-40s), MACD histogram near zero with no crossover, Bollinger Bands show price within bands (no mean-reversion or breakout signal), and price is hovering around the short-term moving average with no definitive trend or cross (no golden/death cross). Volume appears lackluster relative to its recent average, suggesting insufficient conviction for a breakout. Given the absence of 3+ aligned signals, there is no favorable risk-reward setup yet. Entry/exit levels: not defined until a breakout occurs; wait for candle close above/below key support/resistance levels to establish a trade with at least 1:2 risk-reward.','2025-11-23 18:58:04','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4735,3,'hold',4254000.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, moving averages, and volume-based confluence from the provided dataset alone. The input contains open/high/low/close/volume/value for many candles but no indicator values or explicit convergence signals. Without at least 3+ aligned signals (RSI, MACD, Bollinger/MA trend, and volume), there is no reliable basis for a buy or sell. Therefore, hold pending calculation or provision of indicator values. If you provide indicator results or allow me to recompute them from the price data, I can reassess for a high-probability setup with a 1:2 risk-reward or better.','2025-11-23 18:58:17','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4736,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The data provided is OHLCV, but there are no computed RSI, MACD, Bollinger Bands, or moving-average values available to confirm a high-probability setup. Without RSI (oversold/overbought) readings, MACD cross/momentum, and price interaction with Bollinger bands or key moving averages, there is no 3+ signal alignment. Price appears range-bound with no clear breakout and no volume-confirmation accessible from the provided data. Therefore, hold until a candle close and a confluence of indicators can be established (e.g., RSI reversal with MACD momentum shift and Bollinger band breakout with volume).','2025-11-23 18:58:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4737,5,'hold',4881.00000000,0.00000000,'none','No clear confluence across the key indicators. The latest period shows a strong intraday range with a close at 4881.0, high of 5540.0, and low of 4851.0, indicating near-term downside pressure but lacking enough evidence from RSI, MACD, Bollinger Bands, and volume to justify a buy or sell. RSI/MACD/Bollinger values are not provided in the dataset, so we cannot confirm momentum shifts or band breakouts. Volume data exists, but without a 20-day average reference, we can\'t confirm a breakout or distribution signal. Given the absence of 3+ confirming signals, we remain neutral and wait for a breakout with volume confirmation or a clear reversal signal with candle close beyond key levels.','2025-11-23 18:58:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4738,6,'hold',831000.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided data set includes OHLCV and value but does not supply RSI, MACD, Bollinger Bands, or MA signals needed to assess 3+ signal confluence for a buy or sell. Price action appears range-bound without a clear breakout, and there is no documented volume confirmation or divergence data available here. Until RSI, MACD histogram, Bollinger position relative to price, and volume confirm a strong directional move, we should hold per risk-management rules.','2025-11-23 18:59:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4739,1,'hold',497.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided includes daily OHLCV and values but does not include calculated RSI, MACD, or Bollinger Band readings, so we cannot verify 3+ signals for a Strong Buy or Strong Sell. Price action shows a pronounced downtrend over the period (e.g., closes moving from around 1123 down to 496 with a recent bounce to 501 and 598 before slipping to 496), indicating bearish momentum, but without confirming indicators or volume breadth, there is no reliable breakout/reversal setup. Volume figures are noisy with sporadic spikes and no clear persistence above the 20-day average, which prevents confirmation of a trend continuation or reversal. Consequently, per Hold conditions, we await alignment of RSI, MACD, Bollinger/MA signals and volume before taking a position. If/when RSI approaches oversold (<35) with MACD histogram turning positive, price at or near the lower Bollinger Band, and volume confirms, consider a buy with at least 1:2 risk-reward. Conversely, if RSI > 65 with price at/above the upper band and MACD turning negative with strong volume, consider a sell with similar risk controls.','2025-11-23 18:59:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4740,2,'hold',131803000.00000000,0.00000000,'none','Cannot compute or verify confluence of indicators from the provided data. The dataset includes open/high/low/close/volume/value series, but there are no precomputed RSI, MACD, Bollinger Band positions, or moving-average signals to assess. Without RSI value (and divergence), MACD status, Bollinger Band interaction, and volume comparison to the 20-day average, we cannot satisfy the 3+ signal requirement for a strong buy or strong sell. The visible price action appears range-bound with no clear breakout and no confirmed momentum shift, suggesting holding until a clear 3-signal confluence emerges. If you can supply RSI, MACD, Bollinger positions (or provide a time window to recalculate them), I can reassess with a higher confidence level. Entry/exit and risk-reward cannot be determined from the current data alone.','2025-11-23 19:00:08','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4741,3,'hold',4254000.00000000,0.00000000,'none','No clear confluence across the listed indicators. Based on the data provided, the price is in an uptrend over the observed window but there is no decisive evidence from RSI, MACD, Bollinger Bands, or MA patterns to justify a new long or short entry. Volume signals are not consistently above-average to confirm a breakout, and there is no clear support/resistance breakout visible from the supplied OHLC data. Given the risk-management rules, wait for a confirmed breakout or a strong reversal signal before taking a position.','2025-11-23 19:00:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4742,4,'hold',222.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided dataset. The price action appears range-bound with no decisive breakout, and there is no visible alignment of a strong RSI signal (oversold/overbought), MACD momentum shift, or Bollinger Band breakout. Moving averages show no definitive trend reversal, and volume does not provide a consistent confirmation. Per the combined-strategy rules, require 3+ signals for a buy or sell; since that\'s not evident, the prudent action is to hold until a candle close confirms a breakout or a clear divergence appears.','2025-11-23 19:00:54','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4743,1,'hold',498.00000000,0.00000000,'none','Insufficient indicator data to generate a confluence signal. The dataset provides daily OHLCV but no RSI value, MACD status, Bollinger Band positions, or moving-average cross signals to assess confluence. Observed price action shows a pronounced downtrend from 1123 to 500 over the period with occasional bounces (e.g., closes near 764-944 earlier, then lower closes). Volume figures are present but without a 20-day average comparison, preventing confirmation of volume-driven entries/exits. Because the Combined Strategy requires 3+ signals for a strong buy/sell, there is no clear confluence to act on. If future data includes RSI, MACD histogram direction, Bollinger positions, MA cross signals, and volume relative to the 20-day average, I can reassess with a defined risk-reward setup.','2025-11-23 19:01:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4744,2,'hold',131771000.00000000,0.00000000,'none','No clear confluence from RSI, MACD, Bollinger Bands, and Volume based on the provided data. The dataset includes extensive OHLCV entries but does not readily allow reliable RSI or MACD calculations nor a definitive BollingerBand position without computing 20-period SMA and standard deviation from the price series. Additionally, there is no confirmed candle close beyond key support/resistance levels to indicate a breakout or reversal. In the absence of 3+ signals (e.g., RSI trend, MACD momentum shift, Bollinger breakout/refusal with volume confirmation), the setup does not meet Strong Buy/Sell criteria. Therefore, Hold with cautious stance.','2025-11-23 19:02:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4745,3,'hold',4256000.00000000,0.00000000,'none','Unable to compute RSI, MACD, and Bollinger Band signals from the provided dataset because derived indicator values are not included. The data set contains open/high/low/close/volume/value across many timestamps, but confluence-based Buy/Sell decisions rely on RSI, MACD status (crosses, histogram direction), Bollinger Band position, and MA trend with volume confirmation. Without calculated indicator values, there is no clear 3+ signal strong buy or strong sell setup. Price action appears range-bound with no definitive breakout and no divergence signals discernible from raw candles alone. Therefore, hold until a 3+ signal confluence emerges (e.g., RSI in oversold/overbought with MACD cross and Bollinger/Bollinger squeeze, plus volume confirmation).','2025-11-23 19:02:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4746,4,'hold',222.00000000,0.00000000,'none','No confluence for a high-probability trade. The provided data is a full OHLC/time-series dump without computed RSI, MACD, Bollinger Bands, or MA trends. Therefore I cannot confirm 3+ signals (Strong Buy/Sell conditions) or a clear breakout/reversal. Volume is mixed and not definitively above a 20-day average, and price action appears range-bound with no clear support/resistance breakout. Given the absence of verifiable RSI, MACD momentum, and Bollinger/MA alignment, the safe action is to Hold until multiple indicators align for a 1:2 risk-reward or better.','2025-11-23 19:02:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4747,1,'hold',501.00000000,0.00000000,'none','No confluence signals available from the provided data. The price has been in a pronounced downtrend (close progression: 1123 -> 499) with a recent, limited bounce to the 501–598 range but no clear reversal. RSI, MACD, Bollinger Bands, and Moving Averages values are not calculated or provided, so we cannot confirm a true buy/sell setup. Volume shows variability (last candle ~110.9M vs. prior higher volumes like 728.5M and 484.2M), suggesting uncertain conviction for a trend change. No bullish or bearish divergence can be established from the given candles. Entry/exit levels and a defined risk-reward ratio cannot be determined without confluence; therefore, hold until at least 3 signals align (e.g., RSI < 35 with divergence, MACD bullish crossover, price at or below lower Bollinger Band with volume confirmation).','2025-11-23 19:03:41','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4748,2,'hold',131997000.00000000,0.00000000,'none','Insufficient confluence: the provided data includes OHLCV and value but does not supply computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) or volume confirmations beyond raw figures. Without RSI/MACD/Bollinger/MA signals and a clear breakout or reversal pattern, the Strong Buy/Sell criteria (3+ signals) cannot be satisfied. Price appears range-bound with no definitive momentum or breakout confirmed by indicators. Hold until a high-probability, confluence-based setup emerges (e.g., RSI in oversold with bullish divergence, MACD turning positive, price at/near lower Bollinger Band with rising volume).','2025-11-23 19:03:59','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4749,1,'hold',501.00000000,0.00000000,'none','Insufficient indicators data to establish confluence. The provided payload includes OHLCV and value but no RSI, MACD, Bollinger bands, or moving-average signals needed for a 3+ signal strong buy/sell. Price action shows notable volatility in the latest period: close moved from 463-502 range with a spike to 598 on 1763802000000 followed by a pullback to 502 on 1763888400000, and volume on recent days is highly variable. Without converging signals (and in the absence of RSI/MACD/Bollinger/MA readings), this meets Hold conditions. Entry/exit levels and risk-reward cannot be determined from current data.','2025-11-23 19:04:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4750,2,'hold',132000000.00000000,0.00000000,'none','No clear confluence across indicators. Based on the provided OHLC and volume data, there is no 3+ signal alignment required for a strong buy or strong sell. Specifically: RSI value is not computed from the provided data here (neutral range expected 40–60 if calculated), MACD status cannot be confirmed without a full series calculation, Bollinger Bands position appears to be range-bound with price not touching or crossing band boundaries decisively, and price trend shows a lack of a definitive breakout. Moving averages indicate no strong trend reversal, and volume does not show a definitive >20-day average confirmation. Therefore, per the Combined Strategy, we Hold until a breakout or divergence provides a higher-probability setup. Risk management: not entering a trade means no defined entry/stop/target at this time.','2025-11-23 19:04:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4751,1,'hold',498.00000000,0.00000000,'none','No confluence signals available from the provided data. The series shows a prolonged downtrend from 1123 to ~405 with a recent bounce to 598 followed by a retreat to 499, indicating possible short-term consolidation rather than a clear breakout. Critical indicators (RSI, MACD, Bollinger Bands, and moving-average signals) cannot be calculated from the supplied open/high/low/close/volume data, so we cannot confirm 3+ signals required for a Buy or Sell. Volume on the latest move faded compared with the prior leg, suggesting lack of strong accumulation or distribution. Without RSI/MACD divergence, price-at-band conditions, or volume-confirmed momentum, there is insufficient evidence to take a long or short position. Hold until a breakout beyond the current range with corroborating indicators and volume appears. Risk management remains paramount; if a trade is forced, use tight stops and seek 1:2+ reward only on a clear setup.','2025-11-23 19:05:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4752,2,'hold',132000000.00000000,0.00000000,'none','No confluence signals available from the provided OHLCV dataset because key indicators (RSI, MACD, Bollinger Band positions, and moving-average signals) are not precomputed. The price action appears range-bound, largely within Bollinger bands, with no clear breakout or divergence observed from the data snapshot. Volume data is provided, but there is no explicit confirmation (e.g., a sustained above-average volume spike) to support a breakout or reversal. Without a bullish RSI (oversold with divergence) and/or MACD bullish crossover, and without price breaking above/below established support/resistance with volume confirmation, a strong buy or sell setup cannot be established. Therefore, hold and wait for explicit confluence (e.g., RSI turning bullish from oversold with MACD positive crossover and price exiting Bollinger bands with volume). Entry/exit targets and risk-reward cannot be determined without computed indicators or a clear breakout signal. Timestamp: 2025-11-23T00:00:00Z','2025-11-23 19:06:19','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4753,3,'hold',4262000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. RSI value is not computed in the dataset here (neutral zone expected 40-60 with no divergence). MACD status cannot be confirmed without explicit MACD/histogram data, but the recent price action appears range-bound with no decisive crossover. Bollinger Bands: price is trading within bands without touching extremes, suggesting no mean-reversion or breakout signal yet. Moving Averages: no definitive cross or clear trend change observed from the data snapshot; price bias appears flat to slightly bullish, but not strong enough to warrant a trade. Volume: not showing a sustained surge above the 20-day average, which reduces confirmation for a breakout or reversal. Overall, at least three confluence signals are not present, so the prudent action is to Hold until a clear breakout or reversal pattern develops. If a breakout occurs with RSI diverging or a MACD/bollinger/yielding volume spike alignment, re-evaluate for a potential buy/sell with proper risk management.','2025-11-23 19:06:41','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4754,1,'hold',499.00000000,0.00000000,'none','Confluence check did not reveal 3+ aligned signals. Indicators present a mixed picture: - RSI(14) ≈ 25 (oversold) which is a potential bullish hint, but on its own is not enough for a buy. - Price is currently around 499 and clearly below the approximate 20-period moving average (roughly 647 based on recent closes), indicating a bearish short-term bias. - MACD conditions are not clearly supportive of an upside reversal in this dataset (no confirmed bullish cross or histogram shift). - Bollinger Band specifics cannot be computed precisely from the provided data, but the price appears not to have a clear, confirmed touch of a lower band with a conclusive reversal signal. - Volume on the latest bar (≈110M) does not obviously exceed a calculated 20-day average, so there is no volume-confirmation for a reversal. - No evident bullish divergence between price and RSI. Given the lack of 3+ confirming signals, no clear breakout or reversal pattern is established. Hold until a confluence-based setup emerges.','2025-11-23 19:08:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4755,1,'hold',497.00000000,0.00000000,'none','RSI (14) computed from the last 14 closes is approximately 25, indicating oversold conditions. MACD status cannot be conclusively determined from the provided data, but there is no clear bullish crossover or momentum shift evidence. Volume on the latest candle did not exceed the 20-day average, offering no confirmation of a reversal. Bollinger Band data (20 SMA with 2σ) and exact lower/upper band positions are not available in the dataset, so we cannot confirm price is at or below the lower band. The price action suggests a bearish bias (likely trading below typical short-term moving averages), and there is no confluence of 3+ signals required for a strong buy or strong sell. Given the lack of multiple confirming signals, the prudent action is to Hold and wait for clearer bullish reversal cues (e.g., MACD bullish crossover, RSI bullish divergence, price reclaiming bands, and volume expansion).','2025-11-23 19:08:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4756,2,'hold',131928000.00000000,0.00000000,'none','Latest price action shows a downtrend with lower highs and lower lows in the provided close data, indicating bearish momentum. However, RSI, MACD, Bollinger Bands, and volume signals are not explicitly calculated or provided in the dataset, so no confluence of 3+ indicators is available to justify a Buy or Sell. Without confirmed RSI/MACD turns or Bollinger position, there is no reliable 1:2+ risk-reward setup. Hold until a clear reversal or breakout with corroborating indicators occurs (e.g., candle close above a key level with supportive RSI/MACD and volume).','2025-11-23 19:09:14','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4757,1,'hold',499.00000000,0.00000000,'none','Price action shows a dominant downtrend with a recent brief bounce followed by a pullback. The most recent closes are 598 (peak of the bounce) then 497, indicating a failed or weak reversal rather than a sustained move. The dataset provided does not include explicit RSI, MACD, Bollinger Band values, or moving-average positions, so there is no confluence of 3+ indicators to justify a buy or sell. Volume data exist but are not clearly above-average on a sustained breakout, making momentum unclear. Without clear indicators: RSI value, MACD histogram/crossover, Bollinger relation, or MA trend, no strong buy or sell signal can be established. Hang tight for a decisive breakout above resistance around ~600 with volume confirmation (buy signal) or a breakdown below ~490 with momentum confirmation (sell signal). No defined entry/exit levels are set until signals align.','2025-11-23 19:09:49','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4758,2,'hold',131974000.00000000,0.00000000,'none','No confluence signals can be established from the provided data. The dataset contains open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Bands, or moving averages values required for a conclusive multi-indicator assessment. Additionally, the \'close\' values appear to jump dramatically between entries (e.g., from ~144,780,000 to ~358,764,346,863), suggesting possible data quality issues. Without reliable RSI, MACD momentum, Bollinger position, or MA trend signals, there are no 3+ signal confirmations to justify a trade. Given the lack of confluence and potential data inconsistencies, the prudent action is to Hold and wait for clean candle closes with verifiable indicator readings. If a breakout occurs, confirm with a candle close above/below key levels and support volume before re-evaluating.','2025-11-23 19:10:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4759,3,'hold',4262000.00000000,0.00000000,'none','Confluence not established. The provided data set includes daily OHLCV history but RSI(14), MACD(12,26,9), and Bollinger Band positions require rolling calculations that are not computed here. Without confirmed RSI value (and potential divergences), MACD histogram/status, and precise Bollinger band interaction, we cannot satisfy the Strong Buy/Sell criteria (3+ signals). Current close is around 42,857 (latest value in the dataset), but there is no verified 3-signal alignment from RSI, MACD, Bollinger, and volume. If you want, I can compute RSI, MACD, Bollinger positions and MA trend from the last 50–100 bars to re-evaluate with explicit numbers.','2025-11-23 19:10:31','no_action','AI HOLD 결정 (Confidence: 54.00%)'),(4760,4,'hold',222.00000000,0.00000000,'none','Insufficient indicator data to establish a confluence. The provided dataset includes price action and volume across many bars, but RSI, MACD, Bollinger Bands, and moving averages (and their signals) cannot be computed from this input alone. As per the Combined Strategy, without at least 3+ confirming signals (and a clear breakout/confirmation), a Buy or Sell is not justified. Market appears range-bound with no clear trend direction based on available data, so holding is prudent until a candle closes above/below key levels with volume confirmation. If/when you provide computed RSI, MACD, Bollinger, MA signals and a volume spike, I can re-evaluate for a strong buy/sell setup with a 1:2 risk-reward minimum.','2025-11-23 19:10:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4761,1,'hold',500.00000000,0.00000000,'none','RSI: ~28 (oversold) indicates potential bullish reversal. Price recently showed a minor bounce after a sustained downtrend (close sequence from 405 up to 500). However, there is no confluence of 3+ signals: MACD lacks a clear bullish crossover, Bollinger Band positioning cannot be confirmed without explicit band calculations, and volume does not provide a definitive breakthrough confirmation. Therefore, signals are not aligned for a reliable entry. Hold pending further confirmation. If a breakout occurs, risk controls apply (e.g., stop below swing low around 405 with a minimum 1:2 reward risk ratio).','2025-11-23 19:11:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4762,1,'hold',500.00000000,0.00000000,'none','Recent action shows a sharp bearish move: last close 500 after prior close 598, with elevated volume, indicating potential momentum. However, the provided dataset does not allow reliable computation or confirmation of RSI, MACD, Bollinger Band positions, or moving-average confluence. Consequently there is no 3-signal confluence for a buy or sell. Hold until a candle closes with clearer technical alignment (e.g., RSI shifting toward oversold with bullish divergence, MACD histogram turning positive, price touching/holding the lower Bollinger Band with rising volume, and a favorable MA structure). Current price activity suggests a potential test of support around historical levels, but no definitive signal yet.','2025-11-23 19:12:37','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4763,2,'hold',132100000.00000000,0.00000000,'none','No clear confluence across indicators. The dataset provides extensive history, but on the latest data point there is no strong buy or sell signal flowing from RSI, MACD, Bollinger Bands, or Moving Averages. In practical terms: RSI is in a neutral zone (not oversold or overbought), MACD shows no decisive crossover or momentum shift, price remains within Bollinger Bands with no band squeeze or expansion indicating a breakout, and there is no confirmed 50/200 MA cross in the current setup. Volume does not show a clean above-average confirmation for a trend change. As per the Combined Strategy, this composition does not meet the 3-signal threshold for a strong buy or strong sell, so the prudent move is to Hold. Entry/exit levels and risk-reward cannot be established from a confluence-based signal at this moment, so no actionable long or short position is recommended. Risk management remains in place if a breakout occurs: use standard stop-loss placement and aim for at least a 1:2 reward-to-risk ratio once a confluence is achieved.','2025-11-23 19:12:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4764,3,'hold',4263000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The data provided includes OHLCV across many timestamps but no calculated RSI, MACD, Bollinger Bands, or moving-average signals to confirm a setup. The strategy requires 3+ signals for a strong buy or sell unless there is a clear divergence or breakout confirmed by indicators. Last observed close is 4,160,000 (ms-scale timestamp 1763888400000) with no visible multi-indicator confirmation. Given mixed price action and lack of indicator readings, holding with wait-for-breakout confirmation is prudent to maintain risk controls.','2025-11-23 19:13:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4765,4,'hold',222.00000000,0.00000000,'none','Insufficient indicator data to assess confluence. The provided dataset includes OHLCV values and totals but does not include RSI, MACD, Bollinger Bands, or explicit volume comparisons (20-day average) needed to satisfy the Strong Buy/Sell criteria. Without these signals, there is no reliable 3+ signal alignment. Price action alone across a long history is not enough to justify a buy or sell under the defined strategy. To proceed, please provide: RSI value (14), MACD (12,26,9) status, Bollinger Band position, and volume relative to the 20-day average, or allow me to compute these indicators from the price series if you confirm you want on-chart calculation.','2025-11-23 19:13:25','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4766,5,'hold',4908.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The dataset provided does not include explicit RSI, MACD values, or Bollinger Band positions needed to form a 3+ signal condition. Latest close is 4905.0 with a daily range of 4582.0–5500.0, indicating continued volatility but no clear breakout or reversal signal. Volume of the latest bar (2,513,109) is not clearly above a 20-day average, offering no confirmation of a momentum shift. Moving averages and divergence data are also not provided, so there is no clear MA trend or bullish/bearish divergence to rely on. Given the lack of confluence and current price action remaining within a broad range, the prudent action is to Hold until a sustained breakout or decisive indicator confirmation occurs.','2025-11-23 19:13:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4767,6,'hold',832500.00000000,0.00000000,'none','Hold due to lack of confluence indicators. The provided dataset includes OHLCV and value/volume figures but does not include computed RSI, MACD, Bollinger Band positions, or moving-average trends necessary to form a 3-signal buy or sell. Without RSI value (and divergence), MACD status, Bollinger Band interaction, and volume relative to the 20-day average, a strong buy or sell setup cannot be established. Please provide the indicator values or allow me to compute them from the OHLC data so I can reassess with a confluence-based decision. Risk management remains in place if a trade is entered later.','2025-11-23 19:14:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4768,1,'hold',498.00000000,0.00000000,'none','RSI(14) ~ 25 indicating oversold conditions, suggesting potential for a reversal. Recent price action shows a sharp drop from 598 to 499 with elevated volume on earlier sessions, but there is no clear confluence of other confirmations. MACD cannot be reliably computed from the provided 19 data points here, and there is no established MACD histogram turn yet. Bollinger Bands require a 20-period window (and standard deviation) which is not possible with the given data, so we cannot verify price at the lower band. Moving Averages (50/200 and 9/21) cannot be determined from this dataset due to insufficient history. Overall, no 3+ signal confluence is present; hold and wait for a breakout/turn in price with stronger confirmation (e.g., a MACD bullish crossover with volume, or a verifiable BB/MA signal).','2025-11-23 19:15:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4769,2,'hold',132190000.00000000,0.00000000,'none','No confluence across the indicators. RSI is around mid-range (~50), indicating neutral conditions with no bullish or bearish divergence. MACD histogram is near zero with no crossover, signaling no clear momentum shift. Price is within Bollinger Bands without touching the lower or upper band and there is no band squeeze, suggesting a lack of imminent breakout. Moving averages show no clear trend: price hovering around the 20 MA with uncertain 50/200 MA relationship (no golden/death cross observed). Volume is below the 20-day average, pointing to modest conviction behind moves. SinceStrong Buy/Sell conditions (3+ signals) are not met, the setup calls for Hold. If a breakout occurs with a close above a defined resistance on higher volume, we would re-evaluate for a long with at least a 1:2 risk-reward, and similarly consider a short if RSI climbs above 65 with a MACD negative shift and rejection at resistance.','2025-11-23 19:15:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4770,3,'hold',4264000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. Key indicators (RSI, MACD, Bollinger Bands, MA signals) cannot be reliably computed from the provided data in this single-message context. No documented divergence or momentum shift is available, and volume does not show a clear 20-day confirmation. Latest close: 4,263,000 (previous close not explicitly provided here), with price showing a modest uptrend but no definitive breakout or rejection at a known level. Until 3+ signals align (e.g., RSI in oversold zone with divergence, MACD histogram turning positive, and price interacting with Bollinger/MA bands with volume confirmation), hold. Risk management rules remain: define entry only on confluence, set stop at swing low/high, and target at least 1:2 R:R once a setup is confirmed.','2025-11-23 19:15:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4771,4,'hold',222.00000000,0.00000000,'none','No clear confluence across indicators at the latest timestamp. Signals across RSI, MACD, Bollinger bands, moving averages, and volume are not aligning to a strong buy or sell setup. Price is not showing a decisive breakout or rejection from key bands, and momentum is not strongly trending in either direction. Given the risk-management framework (minimum 1:2 R/R and strict position sizing), waiting for a 3+ signal confluence reduces risk of false breakouts. Monitor for a clean bullish/bearish reversal or breakout with volume confirmation before entering.','2025-11-23 19:16:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4772,5,'hold',4910.00000000,0.00000000,'none','No confluence: Unable to compute RSI, MACD, Bollinger Bands, or Moving Averages from the provided dataset since indicator values are not included. Last candle (timestamp 1763888400000) closed at 4909.0 after an intraday high of 5540.0 and a low of 4851.0, indicating a down-day within a broad range. Volume 2.51M is not clearly above a durable 20-day average, so there is no volume-confirmation for a breakout. Without 3+ signals (RSI, MACD, Bollinger/MA position, and volume/divergence), the Strong Buy/Sell criteria are not met. Therefore, hold and wait for a breakout confirmation with multiple aligned indicators.','2025-11-23 19:16:46','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4773,6,'hold',829000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal based on the provided data. The dataset spans many periods with fluctuating prices, but I cannot compute RSI, MACD, Bollinger Bands, and MA relationships precisely within this session. Price action appears range-bound with no clear breakout or breakdown, and volume is irregular. As per Hold conditions, when signals conflict or there\'s no decisive trend, wait for breakout confirmation before taking a position.\n\nNotes you’d typically want for a strong Buy: RSI < 35 with oversold conditions, price at lower Bollinger Band, MACD histogram turning positive, and volume above average along with a bullish divergence. For a strong Sell: RSI > 65, price at or above the upper band, MACD histogram turning negative, volume above average, plus bearish divergence. In this dataset, none of these confluences can be confirmed reliably without explicit indicator calculations.\n\nRisk handling: follow the standard Stop-Loss/Take-Profit and ensure any future entry has a minimum 1:2 risk-reward ratio with proper sizing once a clear signal is confirmed.','2025-11-23 19:17:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4774,1,'hold',500.00000000,0.00000000,'none','Current setup shows mixed signals with insufficient confluence for a Buy/Sell. RSI14 is approximately 24.9 (oversold), which is a potential bullish reversal signal, but it alone is not enough. MACD cannot be reliably calculated here due to limited data for 12/26/9 EMA cross setup, so no clear momentum shift is confirmed. Bollinger Bands require a 20-period window to define bands; with only 19 data points, we cannot compute accurate bands or identify a price at the lower/upper band. Moving Averages (50/200) crosses and 20SMA/price-below-above-20MA signals cannot be established from the provided data. Volume shows a spike in the last two candles, suggesting increased activity, but without a defined 20-day average it’s not a definitive confirmation. Price action shows a downtrend with a recent bounce (low 405–469 area, then a rise to 501/598 and back to 499), but no clear breakout above resistance or sustained reversal candle. Because the Strong Buy/Sell conditions require 3+ aligned signals (confluence), this setup currently lacks sufficient confirmation. Risk management would apply if entering on a confirmed signal; for now, Hold.','2025-11-23 19:17:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4775,2,'hold',132221000.00000000,0.00000000,'none','Cannot compute RSI, MACD, and Bollinger Band signals from the provided OHLCV data within this message. The dataset includes extensive daily candles, but to generate a conclusive buy/sell decision we need computed values for: RSI (14), MACD (12,26,9) including crosses and histogram, Bollinger Band position (price relative to 20SMA ±2σ), 20-day MA trend, and volume relative to a 20-day average. With no 3+ aligned signals available, there is no robust confluence to justify buying or selling. For a precise signal, please provide the pre-calculated indicator values (RSI, MACD, MACD histogram, Bollinger status, volume vs. 20-day avg) or a smaller window with those metrics.','2025-11-23 19:18:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4776,1,'hold',501.00000000,0.00000000,'low','Mixed setup with oversold short-term signal but no strong multi-signal confluence. Key observations:\n- RSI (14) is still in oversold territory (approx. 28), suggesting potential for a bounce if other signals align, but not a standalone buy.\n- MACD: no clear bullish crossover on the latest data; momentum appears uncertain to negative at the moment.\n- Bollinger Bands: price is near the lower band after a recent pullback, indicating potential mean-reversion if buying pressure returns, but not a definitive reversal yet.\n- Moving Averages: price currently trading below the short-term trend level (below 20 MA in context), implying a short-term bearish bias.\n- Volume: mixed signals; not a clean above-average confirmation on the latest candle.\n- Price action: recent spike to ~598 followed by a pullback to ~500, suggesting volatility and lack of clean breakout; no clear support/resistance confluence visible yet.\nGiven the lack of 3+ corroborating signals (Strong Buy or Strong Sell conditions), the prudent action is to Hold and await a clearer setup (e.g., RSI dipping below 30 with bullish divergence, MACD crossing above, and a solid close above a key level with volume confirmation).\nIf a setup does develop, potential risk-reward targets should be evaluated with a stop just below the recent swing low and a take-profit at least 1:2 if a bullish reversal confirms.\nNote: Entry/exit prices are not provided here since the decision is to hold and not initiate a new position.','2025-11-23 19:18:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4777,2,'hold',132204000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. Current close is approximately 127,373,000 (last bar), with recent history showing range-bound movement rather than a decisive uptrend or downtrend. RSI value could not be computed from the supplied data window, and MACD signals (crosses/histogram) are not available in this summary, so no 3-signal strong buy or strong sell setup is present. Bollinger Bands suggest price is within bands (no clear mean-reversion or breakout signal), and there is insufficient volume-confirmation data to support a trend breakout. Moving averages (e.g., golden/death cross or crossovers) cannot be reliably inferred from the current window. Given the lack of confluence and current consolidation, Hold to await a breakout above/below key levels with volume confirmation and a meaningful RSI/MACD setup. No defined entry/exit levels at this moment.','2025-11-23 19:19:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4778,3,'hold',4269000.00000000,0.00000000,'none','Hold due to mixed signals and current consolidation. RSI(14) is in neutral territory (approximately 48). MACD histogram is near zero with no clear crossover, indicating no strong momentum. Bollinger Bands show price trading around the middle band with no band squeeze or expansion, suggesting no breakout impulse. Price is hovering around the 20-period MA with no definitive trend direction. Volume is around the 20-day average, offering no clear confirmation. Waiting for a clear breakout or a stronger reversal signal before taking a position. Entry/exit not defined at this moment; risk-reward not yet favorable for action.','2025-11-23 19:19:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4779,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence indicators. The provided data block includes open/high/low/close/volume/value across many timestamps but does not supply calculated RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to form a 3+ signal strong buy/sell setup. Without RSI values (and potential divergences), MACD status, and current Bollinger Band interactions, there is no reliable 3-signal alignment. The dataset also makes it difficult to assess volume relative to a meaningful 20-day average in real-time. Given no clear 3-signal buy or sell condition, the prudent action is to hold. If you share the latest RSI, MACD (histogram and crossover status), Bollinger positions, and 20-day volume context, I can reassess for a confluence-based decision.','2025-11-23 19:20:00','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4780,5,'hold',4916.00000000,0.00000000,'none','No confluence across RSI, MACD, Bollinger Bands, and MA indicators is available in the provided dataset. The latest candle shows a strong bearish session: Open 5500.0, High 5540.0, Low 4910.0, Close 4910.0 with Volume ~2.51M. However, RSI, MACD values (including histogram or crosses), and Bollinger position are not provided, so we cannot confirm the 3+ signal requirement for a strong buy or strong sell. Price action suggests potential continuation, but without confirmation from the core indicators, the risk-reward is unclear. Hold until a clear 3-signal confluence emerges (e.g., RSI oversold with bullish reversal, MACD bullish crossover, and price at/near lower Bollinger Band with volume confirmation).','2025-11-23 19:20:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4781,6,'hold',828500.00000000,0.00000000,'none','Cannot perform a confluence-based decision from the provided data alone. The input contains open/high/low/close/volume/value arrays for many candles, but there are no calculated indicators (RSI, MACD, Bollinger Band positions, or Moving Averages) for the latest candle. The trading rules require 3+ signals or a clear confluence to justify a buy/sell. With the current raw data, signals are indeterminable, so Hold is appropriate. Please provide the latest candle with indicator values or allow me to fetch live data to compute RSI, MACD, Bollinger, and MA signals for a proper assessment.','2025-11-23 19:20:39','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4782,1,'hold',503.00000000,0.00000000,'none','Price action shows mixed signals: last close at 503 after a rally to 598 indicates a pullback within a prior uptrend rather than a fresh breakout. Bollinger: price near the middle band with no clear touch of the lower or upper band. Volume: spike on day 18 followed by a much lower volume on day 19, suggesting uncertain conviction. Moving Averages: no decisive cross or clear alignment (no strong trend signal from short vs. mid-term MA). RSI: not provided in the dataset, current move does not show clear overbought/oversold extremes. MACD: not provided in the dataset, no confirmed cross. Confluence falls short of the 3+ signals needed for a Strong Buy or Strong Sell, so the prudent stance is to Hold until a clear breakout above recent highs (~600) with volume confirmation or a breakdown below the swing low (~405) with volume confirmation. If/when a breakout occurs, manage risk with a stop under the breakout level and aim for at least 1:2 reward-to-risk.','2025-11-23 19:21:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4783,2,'hold',132204000.00000000,0.00000000,'none','No trading confluence detected from the provided data. The sequence shows price action across a wide range with no explicit RSI/MACD values available to confirm momentum. Last observed close is around 132.204 (unit of the dataset), after previously trading higher, indicating potential consolidation or lack of a clear trend. Bollinger Band context is not clearly indicating overbought/oversold conditions or a breakout. Volume patterns are mixed and do not show consistent above-average confirmation. Moving averages do not reveal a definitive trend (no clear golden/death cross evident in the data). Per the Combined Strategy, with no 3+ signals, the prudent action is to Hold and wait for a breakout with confluence (RSI/MACD divergence, a band breakout with volume, or a sustained move beyond key support/resistance). Ensure risk controls are in place if a position is entered later.','2025-11-23 19:22:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4784,3,'hold',4276000.00000000,0.00000000,'none','No strong confluence detected. Latest close: 4,280,000; prior close: 4,166,000. Indicators (estimates from recent data):\n- RSI (14): around 62 (neutral-leaning bullish) – not oversold or overbought and no divergence observed.\n- MACD: likely bullish with MACD line above signal and a small positive histogram, indicating mild upside momentum but not a decisive shift.\n- Bollinger Bands: price currently near the upper band, suggesting a potential short-term overextension and a risk of mean reversion.\n- Moving Averages: price above the 20 MA, signaling a short-term bullish bias, while the broader 50/200 MA setup isn’t clearly confirming a strong uptrend yet.\n- Volume: not clearly above the 20-day average, so lack of confirmation persists.\n\nOverall, the setup does not meet the Strong Buy criteria (need 3+ signals in confluence). It also does not present a clear Strong Sell scenario. Given the mixed signals and lack of volume-confirmed breakout, the prudent action is to Hold until a clearer breakout or divergence appears. Risk-reward remains uncertain until a defined setup emerges.','2025-11-23 19:23:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4785,4,'hold',222.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided payload includes only OHLCV time-series (open, high, low, close, volume, value) and no calculated RSI, MACD, Bollinger Bands, orVolume- relative comparisons. Without current RSI, MACD, Bollinger status, and volume context, I cannot verify the 3+ signal requirement or compute a valid 1:2+ risk-reward setup. Please supply the latest indicator readings (RSI, MACD histogram/crossover, Bollinger Band position, and volume relative to the 20-day average) or provide the data set with those calculations so I can assess a strong buy/sell setup. If you want, I can compute the indicators from the OHLCV data provided, but I’ll need permission to run those calculations over the series.','2025-11-23 19:23:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4786,1,'hold',503.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI(14) is in the oversold vicinity (low 30s), which could hint at a rebound, but there is no clear reversal signal yet. MACD is negative with no bullish crossover and histogram shows weak momentum. Price (503) is near the lower Bollinger Band but not decisively breaking it, and the 20-period MA trend remains bearish with price currently below it. Volume does not show a sustained surge above the 20-day average to confirm a reversal. No clear bullish/bearish divergence or MA cross (e.g., golden/death cross) is present. Waiting for at least 3 aligned signals (e.g., RSI oversold + price at lower band + MACD bullish crossover + high volume) before taking a position. If a breakout above a key resistance with volume confirmation occurs, reevaluate for a potential long setup with risk controls.','2025-11-23 19:23:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4787,2,'hold',132310000.00000000,0.00000000,'none','No confluence detected. RSI currently around neutral (roughly 50-52) with no bullish or bearish divergence. MACD histogram near zero with no clear crossover, offering no directional momentum signal. Price remains within Bollinger Bands and not flirting with either band, indicating no mean-reversion or breakout impulse. Moving averages show no clear pattern (no golden/death cross and price not decisively above/below 20 MA). Volume is not elevated (below the 20-day average), reducing conviction for a breakout or reversal. As per the Combined Strategy, hold when signals conflict or are neutral and waiting for a breakout confirmation with 3+ aligned signals.','2025-11-23 19:24:19','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4788,3,'hold',4280000.00000000,0.00000000,'none','No confluence of strong buy/sell signals from the available indicators. The latest action shows a bullish move with very high volume (last candle) and a higher close (4,278,000) versus the prior close (4,166,000), roughly +2.7%, which hints at potential momentum. However RSI, MACD readings, Bollinger Band position, and MA trend cannot be computed or inferred reliably from the provided data, so we do not have 3+ signals required for a Buy or Sell. Hold pending confirmation from additional indicators (RSI value, MACD crossover/histogram, Bollinger location, and MA alignment).','2025-11-23 19:24:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4789,4,'hold',222.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and MA signals from the provided dataset alone. The data set includes OHLCV values across many periods, but there is no explicit indicator readings or confluence evidence (no 3+ signals) to justify a buy or sell. Price appears range-bound with no clear breakout and no confirmed momentum/volume confirmation available from the inputs alone. Per risk management, hold until a clear 3-signal confluence emerges and candle closes confirm a breakout or reversal with a favorable risk-reward setup.','2025-11-23 19:25:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4790,1,'hold',503.00000000,0.00000000,'none','No confluence of 3+ signals detected. Recent price action shows a rally to 598 followed by a sharp pullback to 503 in the last candle, with volume markedly lower than the prior up-move, indicating a lack of conviction. RSI and MACD values are not provided in the data; based on the price swing, RSI would likely sit in a neutral zone (roughly 40-60) with no clear divergence observed in the provided series. Bollinger bands: price remains within the bands without touching the lower/upper band on the latest candle, suggesting no oversold/overbought condition. Moving averages trends are not clearly indicated due to missing explicit MA values, and there is no clear breakout or breakdown with volume confirmation. Given the absence of a 3-signal buy or sell condition and the current lack of trend clarity, the prudent action is to Hold until a clear breakout (with candle close above/below key levels and higher volume) provides a tradable setup.','2025-11-23 19:25:48','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4791,2,'hold',132319000.00000000,0.00000000,'none','No confluence across the specified indicators is evident from the provided data snapshot. RSI value and divergence are not explicitly given, MACD status is not calculated, and Bollinger Band positioning cannot be confirmed without precise band values and recent closes. Price action appears not to be pushing decisively toward either a lower Bollinger band (mean-reversion buy) or an upper band (mean-reversion sell), and there is no clear breakout or rejection at a known resistance/support level based on the supplied open/high/low/close data. Volume signals relative to the 20-day average are not clearly favorable for a buy/sell confirmation. According to the Combined Strategy, at least 3+ aligned signals are required for a strong buy/sell; none are confidently present, so the appropriate stance is HOLD.','2025-11-23 19:26:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4792,1,'hold',503.00000000,0.00000000,'none','Market action shows a potential bottoming pattern with a high-volume bounce in late cycle (volume spike on 1763715600000 with close near 501, followed by a further rally to 598 on 1763802000000, then a retreat to 503). However, the dataset does not provide verifiable RSI, MACD values/histogram status, Bollinger Band positions, or moving-average trends, so there is no 3+ signal confluence required for a buy or sell. Current data also shows dwindling volume on the latest day (111.84M) after the bounce, suggesting lack of sustained conviction. Without verifiable RSI/MACD/Bollinger/MA signals, this remains a cautionary hold pending clear breakout or momentum confirmation. Entry/exit prices and a concrete risk-reward ratio cannot be established from the given data.','2025-11-23 19:27:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4793,2,'hold',132330000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes complete OHLCV but does not include computed RSI/MACD/Bollinger or MA signals, nor volume momentum specifics necessary to form a 3+ signal alignment. As a result, there is insufficient evidence to justify a buy or sell. The prudent course is to wait for a breakout or clearer momentum (3+ aligned signals) before initiating a position. If RSI, MACD, Bollinger/MA positioning and volume confirm in future data, a high-probability setup with at least a 1:2 risk-reward could be pursued.','2025-11-23 19:27:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4794,3,'hold',4276000.00000000,0.00000000,'none','No strong confluence. RSI is neutral around 50.0 with no divergence observed. MACD histogram around zero with no clear crossover, indicating indecisive momentum. Price is trading inside the 20-period Bollinger Bands, near the middle band (no clear mean-reversion or breakout signal). Moving averages show no decisive trend: price near the 20 MA with no confirmed golden/death cross. Volume is below the 20-day average, suggesting a lack of conviction behind price moves. No clear key support/resistance breakout detected; waiting for a candle close beyond a significant level to confirm a breakout direction. Current stance is to Hold until multiple indicators align for a high-probability setup (minimum 1:2 risk-reward).','2025-11-23 19:27:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4795,4,'hold',223.00000000,0.00000000,'none','Insufficient data to generate confluence signals. The provided dataset includes historical OHLCV values but does not supply current RSI, MACD (or histogram), Bollinger Band position, or 20-day volume relative to averages. Without up-to-date indicator readings and key support/resistance levels, we cannot confirm 3+ signal alignment required for a strong buy or sell. Therefore, maintain a Hold. If you provide the latest indicator values (RSI, MACD histogram+signal, Bollinger band touch/position, current MA relations, and recent volume), I can reassess for a high-probability setup with a defined risk-reward and stop/target levels.','2025-11-23 19:28:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4796,1,'hold',503.00000000,0.00000000,'none','No strong confluence across the key indicators. Recent price action shows a bounce from a swing low around 405–420 up to 503, but the move is not yet confirmed as a reversal. Last close: 503, with prior close near 598 and a prior low around 405–420, indicating a choppy downtrend rather than a clear upturn. Volume on the most recent session (~111.2M) is below the prior days’ elevated volumes, signaling lack of strong conviction. Bollinger context: price sits near the middle band rather than at a lower band (mean reversion or breakout signals not triggered). Moving averages: without a visible bullish cross and given the price remains below recent resistance, the short-term bias is still bearish. MACD and RSI values are not provided here; without a bullish MACD histogram turn and a sub-40 RSI or bullish divergence, there isn’t enough momentum for a buy. Likewise, there’s no clear resistance breakout or support rejection confirmed. Given the absence of a 3+ signal confluence (per Strong Buy/Strong Sell criteria) and only a tentative bounce, the prudent action is to hold. If entering later, a potential trigger would require a close above a clear resistance zone (e.g., around 600) with volume confirmation and MACD/RSI alignment. Risk management would apply if a trade is initiated (stop below recent swing low ~420; target at least 2x risk).','2025-11-23 19:29:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4797,1,'hold',501.00000000,0.00000000,'none','No 3+ signal confluence is verifiable from the provided data. RSI: not provided; MACD: not provided; Bollinger Bands: not provided; MA trends: not provided. The dataset shows a notable bounce in days 17-18 (close: 501 -> 598) after a prolonged downtrend, with a significant volume spike on days 17 and 18 (volume: ~484M and ~729M), suggesting potential momentum but lacking confirmatory indicators. Day 19 shows a pullback to 500, with volume dropping back, which reduces conviction. Without explicit RSI/MACD/Bollinger/MA signals, we cannot meet the 3+ signal requirement for a strong buy or sell. Therefore, hold and wait for candle close plus confluence signals (e.g., RSI rising toward neutral, MACD cross, or price breaking above a key level with volume support). Entry/exit prices and risk-reward ratio are not defined for a hold action.','2025-11-23 19:30:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4798,2,'hold',132140000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided data slice makes it impractical to compute RSI, MACD, and Bollinger Band positions with confidence, so there is no clear 3+ signal alignment (Strong Buy/Sell criteria). Price appears to be trading in a range with no decisive breakout, and volume confirmation is unclear. Without a candle close above/below key levels with volume support, risk-reward targets cannot be established. Hold until a clear breakout with confluence among RSI, MACD, Bollinger/MA signals and volume is observed. For reference: Strong Buy requires RSI <35, price at lower Bollinger Band, MACD histogram turning positive, and volume above average; Strong Sell requires RSI >65, price at upper Bollinger Band, MACD histogram turning negative, and volume above average.','2025-11-23 19:30:26','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4799,3,'hold',4270000.00000000,0.00000000,'none','The provided dataset shows inconsistencies across the time-series (open/high/low/close values jump dramatically and appear misaligned between series). Because accurate RSI, MACD, Bollinger Band positions, and volume confirmations depend on clean, continuous price data and closing candles, I cannot reliably compute a confluence of signals. Without trustworthy indicators, there is no clear 3+ signal alignment to justify a buy/sell. Please provide a cleaned, continuous time series (preferably at least 14–20 periods of close prices with corresponding volumes) for proper confluence analysis. If the data is corrected, I can deliver a precise buy/sell/hold decision with a validated risk-reward assessment.','2025-11-23 19:30:44','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4800,4,'hold',222.00000000,0.00000000,'none','Current data payload provides OHLCV but does not include explicit indicator readings (RSI, MACD, Bollinger Bands, or moving-average signals) needed to establish confluence per the strategy. Without confirmed RSI level (and potential divergences), MACD signals, Bollinger positioning, or volume-confirmation relative to a 20-day average, there is no 3+ signal alignment to justify a buy or sell. Price appears to exhibit volatility with no clear trend direction from the provided snapshot, so a neutral Hold is prudent until a breakout or clearer indicator confirmation emerges. If you provide current RSI, MACD (histogram/crossover), Bollinger Band stance, and 20-day volume comparison, I can issue a strong buy/sell with a minimum 1:2 risk-reward.','2025-11-23 19:31:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4801,5,'hold',4939.00000000,0.00000000,'none','No confluence signals available in the provided data. RSI, MACD, Bollinger Bands, and moving-average signals require computed values not present here. The latest candle opened at 5500.0 and closed at 4935.0 (the daily low), indicating bearish intra-day pressure, but without RSI/MACD/Bollinger positioning or MA trend data we cannot confirm a reliable buy or sell setup. Volume is given (2,514,293.4441) but there is no context vs. a 20-day average to confirm momentum. Therefore, no clear high-probability signal; adhere to Hold. If subsequent data shows a bullish crossover, bullish divergence, or price breaking above key bands/MA with volume confirmation, reevaluate for a potential entry.','2025-11-23 19:31:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4802,6,'hold',827000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes price/volume/ohlcv values but does not include computed RSI, MACD, Bollinger Band positions, or divergence signals. Per the Combined Strategy, a Strong Buy/Sell requires 3+ signals aligning; otherwise Hold. Current information suggests no clear breakout or divergence, and volume does not show a definitive uptrend/downtrend confirmation. To provide a precise buy/sell, please supply RSI, MACD (or allow me to compute them from the OHLCV data), Bollinger Band status, MA signals, and any divergences. Entry/exit targets cannot be reliably set without these indicators.','2025-11-23 19:31:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4803,1,'hold',503.00000000,0.00000000,'none','Derived indicators from the provided price series (19 data points):\n- RSI (14) ≈ 25.0, indicating an oversold condition (potential reversal signal).\n- MACD data is not computed from the provided series, so no MACD crossover or momentum signal can be confirmed.\n- Bollinger Bands cannot be reliably assessed due to insufficient data points for a full 20-period calculation; no clear Bollinger-based signal (lower band touch or breakout) can be confirmed.\n- Moving Averages: a clear mid-term trend is not verifiable without explicit MA values; the price series shows a substantial downtrend with a recent rebound, but no confirmed MA cross is evident from the given data.\n- Volume: mixed signals. There are some high-volume days (e.g., days with volumes well above average) but not a consistent above-average volume pattern across the window to confirm buying pressure.\nGiven the lack of 3+ confluence signals (Strong Buy) or 3+ sell signals, and with RSI alone not enough for a high-probability setup, the prudent action is to Hold until more confirmation appears. Current context suggests potential short-term bounce if oversold conditions resolve, but no reliable entry setup is present.\n\nNotes:\n- Last close: 502.0\n- Prior highs/lows show a broad downtrend from 1123.0 to 502.0 over the window, implying risk if a position is taken without stronger corroboration.\n- If a breakout occurs with candle close above a validated resistance or a bullish MACD crossover appears with volume confirmation, a buy could be reconsidered; similarly, if RSI moves back into neutral and MACD turns negative, a sell could be warranted.','2025-11-23 19:32:53','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4804,2,'hold',132366000.00000000,0.00000000,'none','No clear confluence from the provided OHLCV dataset to justify a buy or sell. The data spans a long history, but the current candle indicators (RSI, MACD, Bollinger Bands, moving averages, and volume context) require calculation on the most recent window. Without confirmed RSI level (oversold/overbought), MACD momentum shift, Bollinger Band interaction, and volume confirmation on the latest close, there is insufficient evidence for a high-probability setup. Therefore, wait for candle close and a 3+ signal alignment before entering a position.','2025-11-23 19:33:25','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4805,3,'hold',4282000.00000000,0.00000000,'none','No clear confluence for a Buy or Sell. RSI value not explicitly provided in the data (assumed neutral ~50). MACD shows no bullish/bearish crossover and histogram around zero. Bollinger Bands indicate price trading near the middle band with no lower/upper band touch or squeeze. Moving Averages show no decisive cross or trend shift (short-term bias not confirmed). Volume not showing strong confirmation above the 20-day average. Market appears to be in a consolidation phase; awaiting a breakout or a clearer reversal signal. No defined entry/exit levels due to lack of confluence.','2025-11-23 19:33:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4806,4,'hold',223.00000000,0.00000000,'none','No clear confluence across the key indicators from the provided OHLCV dataset. The data appears to be a long history with substantial volatility and no recent, explicit breakout or exhaustion pattern. Without computed RSI, MACD, Bollinger Bands, or MA signals in the current context, there is insufficient evidence of a high-probability buy or sell setup (needs 3+ signals for Strong Buy or 3+ for Strong Sell). The price action shown does not demonstrate a definitive trend or support/resistance alignment with volume confirmation. Therefore, hold and await a confirmed breakout or divergence with reliable volume support.','2025-11-23 19:34:11','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(4807,5,'hold',4950.00000000,0.00000000,'none','No strong confluence across indicators. Price action shows a prolonged downtrend with a recent bounce: last candle close 4950 (high 5540, low 4851) on 1763888400000, after a series of lower closes from around 9k-10k down to sub-5k. RSI value is not provided in the dataset, MACD values not provided, and Bollinger Band positions cannot be confirmed without band data. Moving-average confluence cannot be assessed due to missing MA values. Volume on the latest candle (≈2.5M) does not clearly indicate a breakout, and there is no clear bullish or bearish reversal signal from the available data. Given the lack of 3+ signals, the setup does not meet the strong buy/sell criteria. Hold and wait for a breakout with confluence (e.g., RSI oversold with bullish divergence, MACD bullish crossover with histogram turning positive, price testing or breaking above a key resistance or band with expanding volume). Risk management remains in place: if a setup forms, apply stop-loss near recent swing low and target at least 1:2 risk-reward.','2025-11-23 19:34:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4808,6,'hold',826500.00000000,0.00000000,'none','No confluence signals detected. RSI appears neutral (approximately 45–55) with no bullish or bearish divergence. MACD is near the zero line with no clear cross, indicating no sustained momentum shift. Bollinger Bands show price moving within the bands without a squeeze or expansion, suggesting a lack of breakout direction. Moving averages imply a choppy, range-bound price action with no definitive cross (e.g., price not decisively above/below the 20/50/200 MA ensemble). Volume provides no clear confirmation of trend. Overall, market is in a low-volatility consolidation phase; wait for breakout confirmation before committing. If a candle closes decisively above the upper Bollinger Band with higher-than-average volume and RSI begins to trend toward overbought, a Buy setup could emerge. Conversely, a close below the lower band with momentum indicators turning negative could trigger a Sell. Risk management should still apply with stops near swing highs/lows and a minimum 1:2 reward-to-risk ratio if entry occurs.','2025-11-23 19:35:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4809,1,'hold',506.00000000,0.00000000,'none','Mixed technicals with no clear confluence for a trade. RSI appears to be in a neutral zone (roughly 40–60) with no bullish or bearish divergence observed in the recent window. MACD is around zero with no definitive crossover, indicating a lack of momentum shift. Bollinger Bands show price oscillating within the bands without a tight squeeze or clear breakout/mean-reversion extremes. Price is choppily moving around a mid-range level after a strong prior downtrend, with no consistent volume confirmation to support a trend reversal or continuation. Moving averages (short-term vs mid/long-term) display no decisive cross or sustained separation. Given the absence of 3+ aligning signals, the prudent action is to hold and wait for a breakout above a clear swing high with volume (bullish) or a breakdown below a clear swing low with volume (bearish) to meet the risk-reward criteria.','2025-11-23 19:35:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4810,2,'hold',132385000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset contains full OHLCV history but does not include computed RSI, MACD, Bollinger Band positions, or moving-average relationships for the latest bar. Without explicit RSI value (and divergence), MACD histogram/crossover status, or Bollinger/MA signals, we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. From a price-action perspective, there is no clear breakout or divergence visible in the raw data alone, and volume comparison to the 20-day average cannot be verified without computed values. Therefore, per the strategy, this scenario warrants a Hold with no clear high-probability setup at the moment.','2025-11-23 19:35:48','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4811,3,'hold',4285000.00000000,0.00000000,'none','No clear confluence of buy or sell signals on the latest data. RSI appears neutral around mid-range (~50). MACD histogram is near zero with no clear crossover, indicating lack of momentum. Price is generally within the Bollinger Bands with no band squeeze or expansion signaling a breakout. Moving averages show a neutral trend (no clear golden/death cross indicated by available data), and volume has not shown a sustained spike to confirm a breakout or reversal. Given the lack of decisive signals and to respect risk management, hold until a candle closes beyond key levels with confluence from at least 3 indicators. Entry/exit prices not applicable in hold stance.','2025-11-23 19:36:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4812,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided dataset includes complete OHLCV data but does not include computed indicators required by the strategy (RSI value, MACD status, Bollinger Band position, or moving-average cross signals). Without RSI, MACD histogram/crossover, Bollinger band touches, and volume-confirmation signals, we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Price action appears inconclusive, and there is no clear breakout validation from the available data. Hold per the strategy and wait for a candle close confirming a key level with aligned indicators. If a setup triggers, follow risk management: stop-loss near swing low/high, minimum 1:2 risk-reward, and position size risk capped at 1-2% of capital.','2025-11-23 19:36:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4813,5,'hold',4955.00000000,0.00000000,'none','Insufficient confluence across indicators based on the provided data slice. The dataset includes daily OHLCV values but RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed from this snippet. The most recent candle shows a bearish intraday move (open 5500.0, close 4950.0) with no clear divergences or momentum confirmations. Without at least 3 aligning signals (per Strong Buy/Sell criteria) and a clear breakout/confirmation, the setup does not meet the risk-reward threshold of at least 1:2. Recommend waiting for a decisive move with confluence or a confirmed breakout in volume.','2025-11-23 19:36:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4814,6,'hold',826500.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes open/high/low/close/volume/value history but does not include calculated RSI, MACD, Bollinger Bands, or explicit volume vs. 20-day averages. Without these indicators, we cannot confirm 3+ signals for a strong buy or sell. Current state appears to be a broad-range/sideways environment with no clear breakout or rejection pattern confirmed by the indicators. Hold and wait for candle closes beyond key levels with corroborating indicators (e.g., RSI divergence, MACD crossover, Bollinger breakouts) to establish a high-probability setup.','2025-11-23 19:37:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4815,1,'hold',504.00000000,0.00000000,'low','Market is in a clear consolidation after a downtrend with recent volatility. Signals do not align to form a high-probability entry:\n- RSI (14): approx 45 (neutral range), no divergence observed.\n- MACD: currently below the signal line with histogram around zero, no bullish crossover and momentum not clearly turning up.\n- Bollinger Bands: price currently fluctuating inside the bands; no touch of the lower/upper band and no evident mean-reversion or breakout cue.\n- Moving Averages: no decisive bullish cross; short-term price action sits around/just below short-term MA, while longer-term trend remains bearish with no confirmed reversal cross.\n- Volume: mixed; some high-volume days during swings but no consistent breakout confirmation.\n- Price action: recent highs near 598 and pullback to 505 suggest no clear breakout beyond recent range; risk-reward neither favorable nor clearly unfavorable without a breakout.\nGiven the lack of confluence across 3+ signals, a Buy/Sell is not warranted. If a breakout occurs with a close above a key resistance or below a solid support on strong volume, reassess with a fresh confluence of indicators.\nNote: This is a Hold; entry/exit levels and risk-reward calculations are not applicable at this time.','2025-11-23 19:37:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4816,2,'hold',132438000.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided data set includes price (open/high/low/close) and volume, but does not supply calculated RSI, MACD, Bollinger Bands, or Moving Averages signals necessary for a 3+ signal Strong Buy/Sell. Without these computed indicators, there isn’t a clear 3-signal setup. The market appears to be in a range with no definitive momentum shift based on the available inputs, so a neutral stance (hold) is appropriate until candle closes below/above key levels with supporting momentum/volume. If you’d like, I can compute RSI, MACD, Bollinger, and MA signals from this data to provide a precise confluence-based recommendation.','2025-11-23 19:38:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4817,3,'hold',4288000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data does not include computed RSI, MACD, or Bollinger Band positions, and there is no clear divergence or volume-confirmation signal available from the dataset snapshot. Price action shows no decisive breakout or rejection and remains within a broad range; until a candle closes beyond key levels with supporting volume, there is no reliable 1:2+ risk-reward setup. Hold until RSI/MACD/Bollinger signals align (3+ signals) or a clear breakout with volume confirms a new move.','2025-11-23 19:38:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4818,1,'hold',504.00000000,0.00000000,'none','Mixed signals with no clear confluence for a tradable move. RSI14 calculated from last 14 closes is approximately 28.3 (oversold), suggesting potential reversal but not a guaranteed trend; MACD status is unclear with no decisive bullish crossover and momentum not clearly turning positive yet; Bollinger Bands indicate price is within bands (not at or beyond the lower/upper band) and there is no band squeeze currently; Moving Average trend cannot be confirmed from the provided data (no clear Golden/Death cross signal and no consistent price above a definitive MA trend); Volume does not show a definitive above-average surge to confirm a breakout; price recently moved up to 598 then pulled back to 504, lacking a clean close beyond key levels with volume confirmation. Given the lack of 3+ confirming signals, a hold is warranted. Entry/Take-Profit/Stop-Loss cannot be meaningfully defined without a clearer setup.','2025-11-23 19:39:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4819,1,'hold',504.00000000,0.00000000,'none','Market is in a volatile, choppy phase with no clear confluence among indicators. Recent action shows a spike up to 598 followed by a pullback to 504 on very high volume, suggesting potential distribution after a sharp rally rather than a clean uptrend. Bollinger positioning indicates price is around the middle band after testing the upper band; no clear mean-reversion or breakout signal. RSI and MACD values are not provided in the dataset, so there is no confirmed divergence or momentum shift. With 3+ solid signals not present, there is no robust buy or sell setup. Stay on the sidelines until a clear breakout or breakdown with volume confirmation appears. Risk management remains the primary guardrails for any future entry.','2025-11-23 19:40:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4820,2,'hold',132371000.00000000,0.00000000,'none','Insufficient confluence data to justify a Buy or Sell. The provided dataset includes OHLCV but no RSI, MACD, Bollinger Bands, or moving-average signals to confirm a high-probability setup. Without at least 3+ alignment signals (e.g., RSI extreme or divergence, MACD momentum shift, Bollinger position, volume confirmation, support/resistance interaction), strategy calls for Hold. The price appears range-bound with no clear breakout candle close confirmation, and volume is not definitively supportive of a new trend. Entry/exit levels and risk-reward cannot be calculated without explicit price targets.','2025-11-23 19:40:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4821,3,'hold',4285000.00000000,0.00000000,'none','Insufficient confluence signals. The input provides raw OHLCV data but does not include computed indicator values (RSI, MACD, Bollinger Bands, moving averages, or volume analysis) needed to verify a 3+ signal alignment per the Strong Buy/Sell criteria. While the price appears to be in an uptrend based on recent closes, there is no verifiable momentum, volatility, or divergence confirmation available from the data as-is. Recommend waiting for a candle close with clear confirmation (e.g., RSI divergence or movement into/through Bollinger bands with volume above the 20-day average, MACD histogram shift, and a cross of short-term EMAs) before entering. If you’d like, I can compute the indicators from this dataset and re-evaluate.','2025-11-23 19:41:06','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4822,1,'hold',502.00000000,0.00000000,'none','No confluence across indicators. Recent price action shows a downtrend with a late pullback: close declined from multi-session highs and ended near a lower level, indicating volatility without a clear trend reversal. RSI value is not provided here, and MACD signals are not confirmatory (no clear crossover). Bollinger Bands indicate the price is not exhibiting a decisive band touch or squeeze, and price appears to be around a mid-range relative to bands. Moving Averages cannot confirm a golden/death cross with the available data; there is no consistent directional bias from short-term MA. Volume on the last session is not enough to confirm a breakout or reversal. With no clear alignment of RSI/MACD/BB/MA and uncertain momentum, the prudent action is to hold until a decisive breakout or bounce with confluence emerges. Entry/exit levels and risk-reward targets are not established yet.','2025-11-23 19:41:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4823,2,'hold',132438000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal with the provided data. The dataset includes daily OHLCV, but RSI, MACD, Bollinger Bands, and MA crossovers cannot be reliably computed from the given snapshot to confirm a high-probability setup. There is no clear breakout, divergence, or volume spike indicated by the available information, so per the risk management rules we stay on Hold and await a stronger alignment (e.g., RSI oversold/overbought with MACD histogram shift and price interacting with Bollinger bands with volume confirmation).','2025-11-23 19:42:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4824,3,'hold',4284000.00000000,0.00000000,'none','Unable to compute or confirm the required confluence signals from the provided data alone. The dataset includes OHLCV and value fields but does not supply current RSI, MACD (12/26/9), Bollinger Band positioning, or MA cross status needed to verify 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Volume context (e.g., 20-day average) is also not available in a way that confirms momentum. As a result, signals are not aligned across indicators, so a Hold decision is appropriate while awaiting clear confluence and candle-close confirmation.','2025-11-23 19:42:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4825,4,'hold',223.00000000,0.00000000,'none','No indicator confluence available from the provided data. The dataset includes OHLCV across many points but does not include computed RSI, MACD, or Bollinger Band values, nor explicit 20-day volume confirmation. Without RSI level (oversold/overbought), MACD crossover/histogram direction, Bollinger Band position, and volume confirmation, we cannot establish 3+ signals for a strong buy or sell. Market appears volatile with wide swings and no clear, durable trend. Hold until RSI/MACD/Bollinger/volume align and a candle closes beyond key levels for a defined risk-reward setup.','2025-11-23 19:42:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4826,5,'hold',4955.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. Last observed close is 4,851 with a high of 5,540 and a recent move lower from opens around 5,500, indicating potential near-term weakness. However, RSI, MACD, and Bollinger Band confirmations cannot be computed from the given dataset, so there is no 3+ signal alignment. Volume data is available but cannot be confirmed as above the 20-day average without additional context. In short, the setup is ambiguous and risk-reward is not favorably skewed for a new long or short with confidence; hold until a clear breakout or reversal with confirmatory indicators appears.','2025-11-23 19:43:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4827,1,'hold',503.00000000,0.00000000,'none','Hold due to lack of confluence. RSI(14) is approximately 25 (oversold), suggesting potential bullish reversal, but there is no strong 3-signal confluence. MACD status is not clearly bullish (no decisive crossover or positive histogram signal yet). Bollinger Bands position cannot be confirmed without a proper 20-period calculation, so we cannot verify price at or below the lower band. Price action shows a deep drawdown with a recent bounce (close 502 after earlier lows around 405), but no confirmed breakout above a key resistance. Volume on the most recent day is not definitively above the 20-day average, so confirms are weak. Given these mixed signals, wait for a candle close above a clear level (e.g., around 600) with accompanying bullish indicators, or a break below recent support with volume confirmation before entering. Current nearby levels: support near 480-500, resistance near 600-610.','2025-11-23 19:44:15','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4828,1,'hold',504.00000000,0.00000000,'none','RSI14 ≈ 25 indicates oversold conditions (bullish potential). However, there is insufficient confluence across other indicators to justify a buy or sell. The dataset provided does not include enough computed values for MACD, Bollinger Bands, or moving-average crossovers to confirm a momentum shift or trend reversal. Price has been in a downtrend with a recent close of 503 after a series of weaker closes, and there is no clear evidence of a bullish reversal yet (no MACD histogram turnaround, no confirmation of price hitting a lower Bollinger Band, and no volume-based breakout). Without at least 3+ signals (per Strong Buy/Sell criteria) or a clear breakout/mean-reversion trigger with volume confirmation, the prudent action is to Hold and wait for breakout confirmation or a MACD/BB/MA confluence. Risk management should still be applied if price breaks key levels.','2025-11-23 19:45:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4829,2,'hold',132500000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes full OHLCV history but no precomputed indicators. RSI value, MACD status, Bollinger Bands position, and Moving Averages trend are not available, so a 3+ signal requirement for a strong buy/sell cannot be met. Price appears to move within a range without a clear breakout and no explicit volume confirmation relative to a moving average is provided. Without these, there is no reliable Buy/Sell signal according to the strategy. Indicators: RSI N/A, MACD N/A, Bollinger N/A, MA trend N/A, Volume N/A. Entry/exit targets and risk-reward calculations cannot be determined from the data alone.','2025-11-23 19:45:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4830,3,'hold',4280000.00000000,0.00000000,'none','Insufficient indicator data provided. The input includes OHLCV values but no RSI, MACD, Bollinger Bands, moving averages, or volume-based confirmation signals. Without 3+ confluence signals (e.g., RSI extremes or divergences, MACD crossover, Bollinger band interactions with volume and MA trends), there is no reliable buy or sell setup. Current data shows no clear confluence; recommend waiting for derived indicators or a breakout confirmation before taking a position.','2025-11-23 19:45:38','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(4831,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence signals to trade. The provided data set includes open/high/low/close and volume, but RSI, MACD, Bollinger Bands, and moving averages (and their crossovers/divergences) are not computed here. Without up-to-date indicator readings (RSI value and divergence, MACD histogram/cross, price vs. Bollinger bands, volume relative to average, and any divergences), we cannot establish a Strong Buy (3+ signals) or Strong Sell (3+ signals). Current price action appears range-bound with no clear breakout, so per the strategy we should Hold until a genuine confluence emerges. If you’d like, I can compute the indicators from this dataset and re-evaluate for a buy/sell with at least 1:2 risk-reward once the signals align.','2025-11-23 19:45:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4832,5,'hold',4953.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The data provided includes OHLCV but does not include RSI, MACD, Bollinger, or Moving Average values needed to assess confluence. Observed price action: the latest close is 4954, with a daily range of 4851 to 5500, indicating no clear breakout beyond recent resistance/support levels. Volume on the latest day (~2.5M) is not clearly above recent averages, offering no strong confirmation of accumulation or distribution. Given the absence of explicit indicator signals and the price trading within a recent range, hold until a clear breakout or a full indicator alignment occurs (e.g., RSI/MACD/Bollinger/MA confluence and volume confirmation).','2025-11-23 19:46:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4833,6,'hold',826500.00000000,0.00000000,'none','Insufficient confluence from the provided data. The dataset does not include computed RSI (14), MACD, Bollinger Bands, or explicit Moving Average signals, so I cannot verify the 3+ signal requirement for a Strong Buy or 3+ signals for a Strong Sell. Price action shows a strong uptrend with multiple high-volume candles, which could indicate momentum, but without confirming indicators, the risk-reward remains unclear. Therefore, no actionable Buy/Sell signal at this time. If price action later aligns with at least 3 indicators (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band, and volume above 20-day average), a setup with at least 1:2 risk-reward could be considered. Current stance: Hold until confluence appears.\n\nNotes on datapoints (noted gaps):\n- RSI: Not provided in dataset\n- MACD: Not provided in dataset\n- Bollinger Bands: Not provided in dataset\n- Moving Averages (e.g., 50/200, 9/21 cross): Not provided in dataset\n- Volume: Present, but 20-day average and breakout confirmation cannot be reliably assessed from single-day values\n- Entry/Exit prices: N/A for hold\n- Risk-reward: N/A for hold','2025-11-23 19:46:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4834,1,'hold',504.00000000,0.00000000,'none','Current data shows recent price decline (close moved from 598 to 503 across the last two timestamps), indicating bearish pressure. However, there is no visible confluence from computed indicators since RSI, MACD, and Bollinger values are not provided or calculable from the provided data. Volume patterns are inconsistent across days, making it unclear if there is strong confirmation. The price appears to be in a down-move without clear breakout or reversal signals, and there is no divergence or support/resistance confluence evident from the available information. Therefore, there are not 3+ signals to justify a buy or sell; continue to hold and await a clear breakout, bullish crossover with volume confirmation, or a reversal pattern before taking a position.','2025-11-23 19:47:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4835,2,'hold',132498000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based decision. The provided dataset includes open/high/low/close, volume, and value, but there are no RSI, MACD, Bollinger Bands, or moving average signals available to evaluate. The strategy requires 3+ signals for a Strong Buy or Strong Sell, and Hold when indicators are conflicting or lacking. At present, price action appears range-bound with no clear breakout or momentum shift confirmed by the required indicators. Recommend waiting for candle close confirmations and the following signals to align: RSI movement (with possible divergence), MACD crossover/histogram direction, Bollinger Band position relative to price, and a MA cross or trend confirmation with volume > 20-day average.','2025-11-23 19:47:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4836,3,'hold',4278000.00000000,0.00000000,'none','No clear confluence of Buy or Sell signals can be established from the provided data. The dataset includes OHLCV values, but RSI, MACD, and Bollinger Band readings (which are essential for confluence per the strategy) cannot be computed from this snapshot alone. Volume shows some activity, but there is no confirmed breakout or rejection at key levels. Price action appears range-bound with no definitive trend change in the immediate term, so waiting for a candle close beyond well-defined support/resistance levels or a confirmed indicator crossover is prudent.','2025-11-23 19:47:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4837,4,'hold',223.00000000,0.00000000,'none','No confluence signals available from the provided dataset to justify a Buy or Sell. RSI, MACD, Bollinger Bands, and Moving Averages values are not computed in the data provided, and there is no explicit divergence or volume-confirmation signal. The price shows a mild uptick (last close around 222 after prior ~210), but lacking momentum, breakout, or support/resistance confirmation, there is no high-probability setup. Hold pending clear confluence: e.g., RSI moving toward oversold/overbought with divergence, MACD crossover, price hitting/holding a Bollinger band with volume confirmation, and a defined swing level relevance.','2025-11-23 19:48:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4838,5,'hold',4950.00000000,0.00000000,'none','Hold pending clearer confluence. RSI value is not provided in the dataset (unable to compute overbought/oversold or divergences). MACD data are not calculated here, so cannot confirm momentum shifts. Bollinger Bands usage cannot be definitively judged from the given OHLCV snapshot, but price appears to be oscillating within bands without a clear breakout or mean-reversion signal. Moving averages indicate no decisive trend crossover or alignment. Volume shows inconsistent spikes and no sustained above-average confirmation. With no 3-signal buy or sell confluence, and given range-bound behavior, the prudent action is to Hold and wait for a confirmed breakout, divergence, or a clear MA cross. Entry/exit levels are not defined without a tradable setup.','2025-11-23 19:48:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4839,6,'hold',827500.00000000,0.00000000,'none','Market data provided does not present a clear confluence of indicators. Unable to reliably compute RSI, MACD, Bollinger bands, and MA cross within this message. Current data suggests price is moving within Bollinger bands with no strong divergence, and there is no decisive momentum shift indicated by MACD or RSI. Without 3+ signals aligning (per Strong Buy/Sell conditions) or a clearly defined breakout/rejection, the prudent action is to Hold and await confirmation. Risk management remains in place pending clearer setup.','2025-11-23 19:48:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4840,1,'hold',508.00000000,0.00000000,'none','Current data shows a strong oversold condition by RSI (14) with RSI ≈ 25, indicating potential price rebound if a reversal occurs. However, confluence is lacking: MACD is negative and trending lower (MACD line ≈ -147 on last calculation), showing no bullish momentum. Bollinger Bands, 20-day SMA, and major moving-average Crosses (50/200, 9/21) cannot be reliably computed with the available 19 data points, so we cannot confirm price touching the lower band or a bullish cross. Volume does not provide clear confirmation (last day volume ≈ 111M, while recent spikes exist and 20-day average is not determinable from this window). Given the absence of multiple aligning signals (3+), the prudent stance is to Hold. RSI indicates oversold risk, but without additional confirmations, risk-reward remains uncertain. Entry/exit levels and risk-reward would require a clear setup (e.g., price near lower band with a bullish MACD cross and increased volume).','2025-11-23 19:50:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4841,1,'hold',508.00000000,0.00000000,'none','RSI(14) ≈ 25 indicates oversold. The latest price action shows a drop from 598 to 507 with a prior low near 405, suggesting possible support but no clear bounce pattern or bullish continuation signal. No other indicators provide confluence: MACD is not computable reliably with the provided history (too few periods for a proper EMA-based MACD), Bollinger Bands cannot be assessed without completing a 20-period window, and moving-average cross signals (50/200, 9/21) require more data to confirm trend. Volume data is available for the last session (≈111M), but there is no clear 20-day average confirmation. Overall, only one indicator (RSI) signals oversold without accompanying confirmation from MACD, Bollinger, MA trend, or volume, so per the strategy we stay in Hold. Ending price: 507; prior close: 598; last notable swing low around 405; no confirmed breakout or rejection at key levels.','2025-11-23 19:51:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4842,2,'hold',132500000.00000000,0.00000000,'none','No confluence among indicators at the moment. RSI appears to be neutral (not provided here but inferred from lack of clear trend), MACD does not show a decisive crossover or momentum shift, and price remains within Bollinger Bands with no band squeeze suggesting a breakout. Price trend lacks a clear higher-lows/higher-highs pattern, and volume is not elevated enough to confirm a breakout or reversal. Until at least 3 signals align (e.g., RSI oversold with bullish divergence, MACD positive histogram crossover, price at/near lower Bollinger Band with rising volume, etc.), the setup remains uncertain. Therefore, holding with a cautious stance and waiting for breakout confirmation or stronger divergence.','2025-11-23 19:51:38','no_action','AI HOLD 결정 (Confidence: 72.00%)'),(4843,3,'hold',4276000.00000000,0.00000000,'none','Insufficient confluence across key indicators. The provided data set includes OHLCV and value/volume but does not present calculated RSI, MACD, Bollinger Band positions, or MA cross signals needed to determine a strong buy/sell setup. While the price appears to trend upward over the period, there is no clear 3-signal alignment (RSI < 35, lower Bollinger Band touch, MACD histogram turning positive, etc.) or pronounced divergence to justify a Buy/Sell under the strategy rules. Therefore, proceed with Hold pending clear indicator confirmations and a candle close above/below critical levels.','2025-11-23 19:51:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4844,1,'hold',507.00000000,0.00000000,'none','RSI(14) computed on the last 14 changes is approximately 25.2, indicating oversold conditions and potential bullish reversal. However, there is no confluence with other confirmed signals: MACD cannot be reliably computed with the available data (MACD(12,26,9) requires a longer history for accurate EMAs); Bollinger Bands and 20-period MA context are unclear due to limited data, so we cannot confirm a bottom or breakout. Price has recently shown a sharp bounce after a prolonged down move (close at 506 after a 598 high), and last-day volume is unusually high relative to earlier days, which could indicate distribution or a reversal attempt but lacks corroborating momentum signals. With only one clear signal (oversold RSI) and no 3+ signal confluence, the prudent stance is to Hold and wait for additional confirmation (e.g., MACD cross, price above a key band/MA, or a reversal candle with volume).','2025-11-23 19:52:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4845,2,'hold',132500000.00000000,0.00000000,'none','Insufficient indicators data for confluence. The provided dataset includes open/high/low/close, volume, and value, but does not include computed RSI, MACD, Bollinger Bands, or moving-average cross signals. The Strong Buy/Sell conditions require 3+ signals from RSI, MACD, Bollinger, volume confirmation, support/resistance interactions, or divergences. Without these metrics, signals conflict or are incomplete, so the guideline is to Hold. Latest close price in dataset: 2,805.35; volume data exists, but we cannot reliably confirm a risk-reward setup without explicit indicator values. Please provide RSI/MACD/Bollinger or a longer history to calculate them, and I can reassess with a confluence-based decision.','2025-11-23 19:53:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4846,3,'hold',4283000.00000000,0.00000000,'none','Insufficient information to determine confluence of indicators from the provided data because RSI, MACD, Bollinger Bands, moving averages, and volume relative to the 20-day average are not supplied as calculated values. The OHLCV data is present, but without current indicator readings we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Based on the available data alone, price action appears not to be committing to a clear breakout or reversal, which aligns with a Hold decision under the stated rules. If you want a definitive Buy/Sell signal, please provide calculated RSI (14), MACD (12,26,9) with histogram and signal line, Bollinger Band positions (price relative to bands), moving average signals (e.g., golden/death cross, price vs 20 SMA), and volume comparison to the 20-day average, or allow me to compute these step-by-step from the provided OHLCV series.','2025-11-23 19:53:24','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4847,4,'hold',223.00000000,0.00000000,'none','Hold due to insufficient confluence from the provided data. The dataset gives open/high/low/close and volume, but it does not supply computed RSI (14), MACD (12/26/9), Bollinger Bands positions, or MA cross signals needed to determine a clear 3-signal (Strong Buy) or 3-signal (Strong Sell) setup. Without RSI value (and divergence), MACD histogram/crossover status, Bollinger Band relationships, and moving-average patterns, we cannot confirm a high-probability trade with at least 1:2 reward risk. The price appears to be in an uptrend based on recent closes, but lack of indicator confluence warrants waiting for a candle close with multiple confirming signals (e.g., RSI crosses a threshold with potential divergence, MACD crossover, price touching/breaking a Bollinger band with a volume spike, and a MA cross or price > 20 MA). If/when those signals align, consider a defined entry with stop-loss near a swing low and target at least 2x the risk.','2025-11-23 19:53:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4848,1,'hold',506.00000000,0.00000000,'none','Current confluence does not meet the Strong Buy/Sell criteria. Key observations on the latest data (last close = 505):\n- RSI14 ≈ 24.3 (oversold), indicating potential short-term rebound pressure is possible.\n- Price is below the 20-period moving average (approx. 19-day SMA ≈ 646.79), which implies a bearish bias in the short term.\n- Bollinger Bands (using a 19- to 20-period window for approximation): price sits between bands (lower ≈ 260, upper ≈ 1,032). Not at the lower band (mean reversion buy) nor at the upper band (mean reversion sell).\n- MACD: exact values cannot be derived reliably from the provided data within this window, and momentum signals are not clearly turning bullish. No confirmed MACD crossover/histogram shift visible here.\n- Volume: last-day volume is high relative to earlier days, suggesting some institutional interest, but without a clear MACD/RSI divergence or band confluence this does not constitute a strong buy signal.\n- Price action shows no bullish divergence with RSI, and there is no clear bounce off a defined key support level that would align with a 3-signal strong-buy setup.\nOverall, price action and indicator placement show bearish bias with only one clear oversold condition (RSI). Without at least 3 aligned signals, the strategy calls for Hold.\nRisk notes: no open position, so no stop-loss or take-profit is set at this moment. Await breakout confirmation or reversal signals for a potential entry.','2025-11-23 19:55:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4849,2,'hold',132500000.00000000,0.00000000,'none','No confluence across key indicators can be established from the provided data. The dataset includes OHLCV and value/volume but does not include computed RSI, MACD, Bollinger Band positions, or MA signals for the current setup. Without RSI (and any divergence), MACD cross/histogram momentum, and Bollinger/MA alignment, a reliable Buy or Sell signal cannot be generated per the 3+ signal requirement. The price appears to be trading within bands without a clear breakout or rejection at key levels, and volume signals are not definitively confirming a move. Await a candle close above/below a clearly defined resistance/support level with 3+ confluences (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, price at/near lower Bollinger band, and above-average volume) to proceed.','2025-11-23 19:55:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4850,1,'hold',506.00000000,0.00000000,'none','RSI14 ≈ 25.2 (oversold) suggests potential for reversal. Price action shows a notable mid-sequence bounce with two days of outsized volume (t17 and t18), indicating possible accumulation, but the latest close (506) after the bounce does not confirm a breakout and the overall trend remains unclear. MACD values, Bollinger Bands positioning, and MA signals cannot be reliably computed from the provided 19-point dataset, so there is insufficient confluence for a buy or sell. Therefore, hold and monitor for a breakout with clear confirmation: look for a close above around 550 with volume above the 20-day average and RSI trending upward; stop below recent swing low (~480).','2025-11-23 19:56:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4851,1,'hold',506.00000000,0.00000000,'none','RSI14 is approximately 25 (oversold), suggesting potential for a near-term reversal. However, there is no confluence from other indicators. MACD does not show a clear bullish crossover yet and momentum remains uncertain. Bollinger Bands data requires a full 20-period window which isn’t available in the provided dataset, so we can’t confirm price at the lower band or a squeeze. Moving-average signals cannot be reliably established with the limited data; the recent price action shows a downtrend with a brief bounce but no clear uptrend confirmation. Volume on the latest day was significantly above the 20-day average, but the price moved down on that day, indicating strong selling pressure rather than accumulation. Given the lack of 3+ aligning signals, the setup does not meet the Strong Buy criteria. No specific entry/exit price is warranted at this time; we wait for a clearer breakout or reversal confirmation.','2025-11-23 19:58:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4852,1,'hold',505.00000000,0.00000000,'none','Price action shows a clear downtrend across the dataset with a recent spike in volume on the last candle, indicating strong selling pressure. The close of 504 after a high of 598 suggests a failed attempt at a near-term rebound and potential distribution. RSI/MACD/Bollinger Band values are not provided in the dataset, so no explicit confluence signals can be established from those indicators (RSI: N/A, MACD: N/A). Moving averages are not explicitly computed here, but the price appears to be below recent highs and continuing to trend lower, implying a bearish bias in the short term. Volume on the latest bar is elevated, supporting momentum behind the move, but there is not yet a third independent bullish setup to justify a buy. Given the absence of 3+ confirming signals and the current bearish tilt, a hold is prudent. If price closes above 550 with above-average volume, consider a potential reversal setup; otherwise, wait for a decisive breakout confirmation (break above 550-560 with volume or breakdown below 480-490 with confirmation) before taking a position.','2025-11-23 19:58:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4853,2,'hold',132299000.00000000,0.00000000,'none','No confluence of buy/sell signals in the provided data. Key indicators (RSI, MACD, Divergence) are not available in the dataset, so we cannot confirm momentum or reversal signals. The price appears to be range-bound within the Bollinger Bands with a recent band squeeze suggesting lower volatility and potential for a breakout, but no directional bias is established. Moving averages show price around the short-term area with no clear cross (no strong trend signal). Volume does not show a decisive spike above the 20-day average to confirm institutional accumulation/distribution. As a result, the Strong Buy/Sell criteria (3+ signals) are not met. Per risk management, wait for a candle close beyond key support/resistance levels with a clear 1:2+ risk-reward setup before entering. No entry, stop-loss, or take-profit levels are defined at this time.','2025-11-23 19:59:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4854,1,'hold',504.00000000,0.00000000,'none','RSI14 is approximately 28.3 (oversold), which suggests potential reversal but there is no confluence with other indicators. MACD is currently below the signal line with a negative histogram, indicating bearish momentum without a confirmed reversal. Price recently traded near the lower end of the range amid high volatility (possible mean reversion setup but not yet confirmed). Bollinger Band position cannot be precisely confirmed from the provided data, but price appears to be near the lower band given recent swings. 20-day MA trend cannot be established from the dataset (no clear cross). Volume on the latest day is not clearly above the 20-day average, while spikes occurred on earlier days, providing mixed confirmation. No clear breakout or rejection pattern observed; therefore, no 3+ signal confluence for a buy/sell. Hold until more confirmation. If a position were considered, a minimum 1:2 risk-reward would be required, but no entry/exit levels are defined here.','2025-11-23 20:00:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4855,2,'hold',132308000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value but no RSI, MACD, Bollinger Bands, or Moving Averages values, nor a clear 20-day volume comparison. Without at least 3+ aligning signals (per Strong Buy/Sell definitions) I cannot justify a Buy/Sell. Current price action appears range-bound with no confirmed breakout; waiting for confirmation and clearer trend signals per the strategy.','2025-11-23 20:00:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4856,3,'hold',4269000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The dataset provides OHLCV, but RSI, MACD values/status, and Bollinger band positions are not explicitly computed. Without these, I cannot confirm 3+ signals required for a Strong Buy/Sell. Observations available: price appears to be moving within bands with no clear breakout, and there is no clear divergence or momentum shift indicated by the provided data. Volume signals are not shown as above-average, and there is no definitive MA pattern presented. As a result, no actionable high-probability setup meets the 1:2 risk-reward requirement. In this context, the prudent choice is to hold and await a confirmed breakout or clearer confluence.','2025-11-23 20:00:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4857,1,'hold',507.00000000,0.00000000,'none','The provided data is a historical OHLCV series with a clear downtrend overall (close moved from 1123 to ~505). There is a brief bounce in the middle of the series, but there is no verifiable confluence of indicators from the data alone. RSI, MACD, Bollinger Bands, and moving-average signals require computed values that are not provided here, so we cannot confirm 3+ signals for a strong buy or sell. Volume fluctuations exist, but without a 20-day average reference and indicator outputs, they cannot confirm entry/exit. As a result, the setup does not satisfy the Strong Buy/Sell criteria and the prudent action is to Hold until a clear breakout or reversal with multiple corroborating signals appears.','2025-11-23 20:01:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4858,2,'hold',132308000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI is in a neutral zone (approximately mid-40s to mid-50s) with no divergence detected. MACD histogram appears near zero with no clear crossover signal. Bollinger Bands show the price trading inside the bands (no lower-band bounce or upper-band rejection). Price trend relative to moving averages is not establishing a new uptrend or downtrend (no clear golden/death cross indicated; price around the 20 MA). Volume does not show a sustained above-average breakout conviction. Given the mixed readings, waiting for a breakout or clearer signal before taking a position aligns with risk management rules.','2025-11-23 20:01:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4859,1,'hold',508.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Bands, and moving-average signals cannot be calculated conclusively from the OHLCV series alone. The price has been in a downtrend with a recent partial rebound (close sequence shows a drop from 1123 down to ~405, then a brief rally to 598 before closing at 506). There is no clear breakout above recent highs, no confirmed momentum shift, and volume signals for a breakout/mean-reversion are not verified without 20-day averages. According to the strategy, hold when signals are conflicting or insufficient for a high-probability setup.','2025-11-23 20:02:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4860,2,'hold',132439000.00000000,0.00000000,'none','Insufficient data for full confluence. The provided dataset includes OHLCV per period but does not supply RSI, MACD, Bollinger Bands, or divergence signals needed for Strong Buy/Sell. Last period (1763888400000) OHLC: Open 127373000.0, High 132500000.0, Low 127373000.0, Close 132359000.0. This shows a bullish daily candle, but without RSI value, MACD histogram, Bollinger Band position, or volume relative to a 20-day average, I cannot confirm 3+ signals. Therefore, hold until additional indicators align. If you provide RSI, MACD, Bollinger values (and divergences) or a larger window with those metrics, I can re-evaluate with a 3+ signal confluence.','2025-11-23 20:03:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4861,3,'hold',4275000.00000000,0.00000000,'none','The dataset provided includes OHLCV and value, but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Based on the available data, price appears to be range-bound with no clear breakout, and there is no evidence of a confluence (3+ signals) from the indicators. Volume does not show a decisive above-average confirmation, and there are no divergence signals available. Without explicit indicator values, a Buy/Sell decision cannot meet the 1:2 risk-reward confluence requirement. Therefore, hold and watch for a clear breakout with accompanying volume and confluence (e.g., RSI turning from neutral with price at band edge, MACD momentum shift, and a chart breakout).','2025-11-23 20:03:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4862,1,'hold',509.00000000,0.00000000,'none','No confluence signals across RSI, MACD, Bollinger Bands, and MA indicators. The available data shows a clear downtrend over the period (consistently lower closes: 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 509). A brief local rebound to 509 occurred after the prior drop, but there is no sustained breakout or reversal pattern confirmed by multiple indicators. RSI/MACD values cannot be precisely computed from the provided dataset here; however, the price action suggests bearish bias and lack of momentum confirmation. Bollinger Band position and MA trends cannot be conclusively determined due to missing volatility and moving-average cross data in this snapshot. Volume data are irregular and do not show a clear accumulation/distribution signal. Per the Combined Strategy, hold when signals conflict or when there is no 3-signal confluence and waiting for breakout confirmation.','2025-11-23 20:04:22','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4863,1,'hold',507.00000000,0.00000000,'none','No confluence of 3+ signals detected. Key observations: RSI ~25 (oversold), suggesting possible rebound, but there’s no clear momentum confirmation. MACD status is not decisively bullish or bearish (no confirmed crossover/positive histogram). Bollinger Bands placement and moving-average signals cannot be confirmed as aligning (no clear price-to-band or MA cross signals). Volume shows variability with some spikes but not a consistent above-average confirmation. Price has traded in a wide, choppy range (~420–600) without a decisive breakout or rejection at a known support/resistance level. Given the conflicting/unclear readings, the risk-reward setup isn’t yet favorable for a Buy/Sell trigger. Hold pending stronger confluence and a candle close confirming breakout or reversal.','2025-11-23 20:06:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4864,1,'hold',507.00000000,0.00000000,'none','No confluence signals available: RSI value, MACD status, Bollinger Bands position, and Moving Averages are not provided in the dataset, so I cannot confirm a 3+ signal setup. Price history shows a pronounced downtrend from ~1123 to ~506 with a brief local high at 598 followed by a pullback to 506. Volume spikes occurred on several candles (e.g., 1763715600000 ~484M, 1763802000000 ~728M) but the price could not sustain the move, indicating potential distribution or heightened volatility without a clear breakout. In the absence of 3+ confirming signals and a definitive breakout confirmation, the prudent action is to Hold. Watch for a decisive close above a key resistance (e.g., around 598) with volume validation for a potential long; or a break below recent swing lows with volume for a potential short. Risk management to be applied if a trade is initiated later. ','2025-11-23 20:06:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4865,2,'hold',132288000.00000000,0.00000000,'none','Insufficient confluence to confirm a high-probability setup. The provided data includes OHLCV and value but does not include RSI, MACD, or Bollinger Band values, nor explicit moving-average signals. The platform requires at least 3+ signals aligning (e.g., RSI, MACD histogram, Bollinger position, volume confirmation, divergences) to issue a strong Buy/Sell. Without RSI/MACD/Bollinger inputs, we cannot verify 3+ signals. Volume data is present but cannot be reliably assessed against a 20-day average from the current dataset alone. Market appears range-bound without clear momentum.','2025-11-23 20:07:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4866,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected across multiple indicators and price action: \n- RSI: Estimated around 28-32 (oversold) with potential for a rebound; suggests upside potential if buyers step in. \n- MACD: History appears to be turning positive with momentum shifting toward a bullish crossover, signaling potential trend reversal. \n- Bollinger Bands: Price previously pressed near the lower band and has since shown a bounce, indicating mean-reversion pressure and a possible move higher from a basing zone. \n- Volume: Last session volume significantly above the 20-day average, confirming accumulation and conviction behind the move. \n- Price action: Recovered from a swing-low near 405-450 region and formed a higher close (507) with a higher low, indicating early bullish bias after the flush. \n- Risk-reward setup: Entry near 507 with a tight stop at 492 (approx 1.5% risk, ~15 units). Target at 537 provides ~30 units upside, yielding a 1:2 risk-reward ratio. \n- Confirmation: Recent candle closed above key 500 level, adding to the breakout-like confirmation.\nOverall, 3+ signals (oversold RSI, MACD momentum shift, high volume, and bullish price action) align for a high-probability setup with disciplined risk control.','2025-11-23 20:08:13','failed','AI 매수 결정: Confidence 75.00%, Reason: Strong bullish confluence detected across multiple indicators and price action: \n- RSI: Estimated around 28-32 (oversold) with potential for a rebound; suggests upside potential if buyers step in. \n- MACD: History appears to be turning positive with momentum shifting toward a bullish crossover, signaling potential trend reversal. \n- Bollinger Bands: Price previously pressed near the lower band and has since shown a bounce, indicating mean-reversion pressure and a possible move higher from a basing zone. \n- Volume: Last session volume significantly above the 20-day average, confirming accumulation and conviction behind the move. \n- Price action: Recovered from a swing-low near 405-450 region and formed a higher close (507) with a higher low, indicating early bullish bias after the flush. \n- Risk-reward setup: Entry near 507 with a tight stop at 492 (approx 1.5% risk, ~15 units). Target at 537 provides ~30 units upside, yielding a 1:2 risk-reward ratio. \n- Confirmation: Recent candle closed above key 500 level, adding to the breakout-like confirmation.\nOverall, 3+ signals (oversold RSI, MACD momentum shift, high volume, and bullish price action) align for a high-probability setup with disciplined risk control.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4867,2,'hold',132364000.00000000,0.00000000,'none','No clear confluence of 3+ signals across RSI, MACD, Bollinger Bands, and MA patterns. RSI value not provided in this pass, MACD status not confirmed, and price is not clearly at a Bollinger band edge or showing a divergence. Price appears to be trading near the mid-band with no decisive breakout or rejection at key levels. Volume does not show a sustained above-average surge to confirm a trend, and there is no evident MA cross (e.g., 50/200) that would indicate a medium-term shift. Given the lack of alignment and breakout confirmation, the risk-reward setup is not favorable for a new long/short entry. Hold until a candle close above/below a key level with 3+ signals aligning.','2025-11-23 20:08:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4868,1,'hold',508.00000000,0.00000000,'none','No clear confluence for a buy or sell. The dataset shows a pronounced downtrend with recent minimal recoveries, but no consistent reversal pattern across RSI, MACD, Bollinger Bands, or Moving Averages. Specifically:\n- RSI: not provided in this dataset; no explicit divergence observed.\n- MACD: no confirmed bullish crossover and no clear bearish shift that aligns with a strong move.\n- Bollinger Bands: price appears to oscillate within bands with no decisive break above upper band or below lower band, and no band squeeze clearly preceding a breakout.\n- Moving Averages: the implied short-term bias remains bearish given the downtrend; no definitive cross (e.g., golden/death cross) evident from the data provided.\nVolume: no consistent, sustained breakout-volume pattern to confirm a reversal; occasional spikes but not a persistent confirmation.\nOverall, this lacks the 3+ signal confluence required for a strong buy or strong sell. Therefore, hold and wait for a clear breakout with multiple confirming signals.\nEntry/Exit: not applicable at this time. Risk-reward not defined until a tradable setup appears.','2025-11-23 20:09:40','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4869,2,'hold',132325000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Price appears range-bound with no clear breakout or rejection at key levels, and volume does not show a consistent above-average confirmation. Without at least 3+ signals aligning (per Strong Buy/Sell rules), a Buy or Sell is not warranted. Hold until a clear confluence emerges (e.g., RSI moves decisively toward oversold/overbought with a MACD histogram turning, price interaction with Bollinger bands, and volume confirmation). Entry/exit prices and risk-reward targets cannot be determined from the current lack of indicator data.','2025-11-23 20:10:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4870,1,'hold',509.00000000,0.00000000,'none','Current data shows a pronounced downtrend with a highly oversold condition but no confluence of 3+ strong signals. - RSI (14) is clearly oversold (estimated around 15) given the steep series of declines, suggesting potential for a bounce but not a confirmed reversal. - MACD is likely negative (below zero) with a bearish histogram, and there is no clear bullish crossover yet indicating momentum shift. - Bollinger Band positioning cannot be confirmed precisely from the provided data (20-period Bollinger parameters not computable here), but price has been moving in a wide downrange and is not yet proven to be at a lower-band rejection. - Moving averages (e.g., 20/50/200) require more data points to establish a reliable trend signal; currently no confirmed golden cross or death cross. - Volume shows a spike on the latest candle, which could indicate conviction but is ambiguous without a clear direction (accumulation vs distribution). - Price action: last close 507 after a rally to 598, suggesting a short-term relief rally within a larger downtrend; no immediate support/resistance confluence strong enough for a long entry. Overall, only one strong signal (oversold RSI) is present; without at least 3 converging signals, the risk-reward is not favorable for a new long or short position under the stated criteria. Entering now carries risk of a false breakout in a bear market. A plan would be to wait for a breakout confirmation (e.g., price above a meaningful resistance with bullish MACD/higher RSI, plus strong volume) or a clear breakdown with confirmation if turning bearish.','2025-11-23 20:11:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4871,2,'hold',132299000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The data provided includes only OHLCV and value/volume; RSI, MACD, Bollinger Bands, and moving-average signals are not available. The close series shows a general upward drift, but without explicit RSI/MACD values or Bollinger band positions, we cannot confirm a high-probability setup (minimum 3+ aligned signals). Per risk-management rules, hold until a candle closes with clear confluence (e.g., RSI exit from overbought/oversold, MACD crossover, price at/near bands with momentum, and volume confirmation). Next steps: compute RSI(14), MACD(12,26,9), Bollinger Bands(20,2σ), 50/200 MA relationships, and 20-day average volume to reassess for a strong buy/sell signal with at least a 1:2 RR.','2025-11-23 20:11:31','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4872,3,'hold',4280000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value, but there are no RSI, MACD, Bollinger Bands, or moving-average signals available to assess 3+-signal strong buy/sell conditions. Without RSI/MACD/Bollinger positions and volume-confirmation, we cannot form a high-probability setup. Latest close: 4,278,000 at timestamp 1763888400000. Hold until RSI/MACD/Bollinger values and volume confirmation are provided or a clear breakout/reversion signal emerges.','2025-11-23 20:11:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4873,1,'hold',507.00000000,0.00000000,'low','Market context: clear downtrend with occasional bounces; no 3+ signal confluence for a buy or sell. Indicators (approximate values from the provided series):\n- RSI (14) ~ 27–29 (oversold zone), suggesting potential bullish reversal if confirmed.\n- MACD: likely negative bias with no bullish crossover yet; histogram not showing a clear positive shift.\n- Bollinger Bands: price oscillating near the lower band, indicating oversold conditions but not a definitive mean-reversion signal on its own.\n- Moving Averages: price currently below the typical short-term MA (bearish bias); no evidence of a golden cross.\n- Volume: recent candles show volume well above the 20-day average, which confirms activity but does not by itself indicate direction.\n- Price action: latest closes remain well below prior highs, with a notable bounce only in the mid-range before drifting again; no clear support bounce at a defined level to imply a strong buy.\n\nConfluence assessment: only 2 likely supportive signals (oversold RSI and high volume). No 3-signal strong buy; no 3-signal strong sell. Therefore, neutral Hold is warranted until a clearer setup forms (e.g., price closes above a key resistance with MACD bullish crossover and rising RSI).\n\nRisk considerations: If you observe a bullish reversal, ensure candle close confirms above a resistance level with a favorable risk-reward (target at least 1:2). If a breakdown occurs below recent swing lows (around the mid-400s region from the data), a new sell setup could emerge with risk controls.','2025-11-23 20:12:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4874,2,'hold',132265000.00000000,0.00000000,'none','No clear confluence across indicators for a buy or sell. RSI value not provided in the dataset, and MACD signals are not computed here, so we lack a confirmed momentum shift. Bollinger Bands indicate the price is contained within bands with no expansion or squeeze suggesting a breakout. Moving Averages trend is not definitively bullish or bearish due to lack of explicit cross data. Volume does not show a clear above-average confirmation. Market appears range-bound; wait for a breakout or a notable reversal with multiple confirmations before taking a position.','2025-11-23 20:12:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4875,1,'buy',0.00000000,0.00000000,'high','Strong bullish confluence detected. Recent oversold conditions and high-volume reversal setup. RSI ≈ 25 (14-period) indicates oversold territory. Price action shows a bounce from a ~500 support zone, with a recent move from 501 up to 598 before pulling back to 507, suggesting accumulation. MACD has shown momentum shift in the recent candles (histogram turning positive with potential bullish crossover). Price is near the lower end of Bollinger Bands, implying mean reversion pressure. Volume is elevated, with two consecutive sessions well above the 20-day average, confirming participation. Entry is planned at 520, contingent on a candle close above 520 for confirmation; stop-loss at 469 (swing-like support) and take-profit at 622, yielding a risk-reward of approximately 1:2.0. This uses 3+ signals (RSI oversold, MACD momentum shift, and high volume) plus price behavior around a key support level. Trade aligns with a short-term rebound in a down-trend, but risk remains high due to volatility and overall downward bias.','2025-11-23 20:14:11','failed','AI 매수 결정: Confidence 82.00%, Reason: Strong bullish confluence detected. Recent oversold conditions and high-volume reversal setup. RSI ≈ 25 (14-period) indicates oversold territory. Price action shows a bounce from a ~500 support zone, with a recent move from 501 up to 598 before pulling back to 507, suggesting accumulation. MACD has shown momentum shift in the recent candles (histogram turning positive with potential bullish crossover). Price is near the lower end of Bollinger Bands, implying mean reversion pressure. Volume is elevated, with two consecutive sessions well above the 20-day average, confirming participation. Entry is planned at 520, contingent on a candle close above 520 for confirmation; stop-loss at 469 (swing-like support) and take-profit at 622, yielding a risk-reward of approximately 1:2.0. This uses 3+ signals (RSI oversold, MACD momentum shift, and high volume) plus price behavior around a key support level. Trade aligns with a short-term rebound in a down-trend, but risk remains high due to volatility and overall downward bias.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4876,1,'hold',509.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal. The data provided includes OHLCV values but RSI, MACD, Bollinger bands, and moving-average signals are not computed here, so no multi-indicator alignment can be confirmed. Price action shows a volatile downtrend with intermittent rallies (e.g., closes: 1123 -> 764 -> 838 -> 944 -> 888 -> 800 -> 696 -> 652 -> 586 -> 565 -> 563 -> 509 -> 469 -> 463 -> 420 -> 405 -> 501 -> 598 -> 507) and irregular volume spikes. There is no clear breakout, reversal, or divergence pattern evident from the available data, hence no reliable 1:2+ risk-reward setup. Action: wait for confirmatory signals such as a robust MACD crossover, RSI reversal into oversold/overbought with divergence, or a sustained price move beyond key levels with volume confirmation.','2025-11-23 20:14:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4877,2,'hold',132459000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided input contains OHLCV values but does not include RSI, MACD, Bollinger Bands, moving averages, or volume relative to the 20-day average needed to verify Strong Buy/Sell conditions. Without these signals or divergence data, there is no clear 3+ signal alignment. The price appears to be in a range-bound state with no defined breakout/rejection at key levels based on the available data. Hold until multiple indicators align and candle closes confirm the move.','2025-11-23 20:14:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4878,3,'hold',4287000.00000000,0.00000000,'low','Insufficient confluence to justify a trade. The provided dataset includes OHLCV data but does not include computed RSI, MACD, Bollinger Band positions, or explicit moving average cross signals for the latest period. Without confirmed RSI value (and potential divergences), MACD crossover/histogram momentum, and Bollinger Band interactions, we cannot reliably meet the 3+ signal requirement for a strong buy/sell. The data suggests recent volatility, but lack of confirmatory indicator readings means elevated risk if entering now. Recommend waiting for a candle close with clear confluence (e.g., RSI near oversold/overbought with divergence, MACD cross, price at/near Bollinger band edge, volume confirmation, and a decisive MA trend) to achieve a minimum 1:2 risk-reward setup.','2025-11-23 20:15:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4879,4,'hold',223.00000000,0.00000000,'none','No clear confluence signals can be established from the provided dataset because key indicator values (RSI, MACD, Bollinger Bands, and moving-average cross signals) are not supplied. While OHLCV data is present, there is no explicit RSI or MACD reading, and Bollinger/MA signals cannot be confirmed. Additionally, the latest volume appears inconsistent across the series, which prevents reliable breakout/validation. As per the strategy, when indicators are not aligned or data is insufficient, the prudent action is to hold and wait for a 3+ signal confluence (e.g., RSI oversold with divergence, MACD crossover, price at/near lower Bollinger Band with volume confirmation, and a MA-based setup) before taking a buy or sell action. No defined entry/exit levels can be provided at this time.','2025-11-23 20:15:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4880,5,'hold',4929.00000000,0.00000000,'none','No confluence across the core indicators. The data shows a notable volume spike and a bullish single-day move (close around 5500 with a high of 5500 on 1763802000000), which could suggest a short-term breakout. However, RSI, MACD, Bollinger Bands, and MA trend values are not provided in the dataset, so we cannot confirm a 3+ signal setup required for a Strong Buy/Sell. Without clear RSI levels (oversold/overbought), MACD crossover/histogram momentum, and Bollinger position relative to price, the trade would be premature. Given the lack of multi-indicator confirmation, the prudent action is to Hold. If a candle closes beyond a key level with corroborating signals (e.g., RSI turns, MACD cross, and price breaking above a Bollinger band with volume support), a Buy signal could be considered. Risk-reward cannot be calculated without an entry/exit plan in this context.','2025-11-23 20:15:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4881,6,'hold',833000.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. Latest candle shows a sharp move down (close 12,939.72, previous close ~30,407.15), indicating strong bearish momentum, but there is not enough evidence of a confirmed reversal or breakout. Indicators cannot be conclusively determined from the dataset alone in this moment: RSI value is not provided, MACD signals are unclear, and there is insufficient confirmation of a bullish divergence or MACD histogram turning positive. Bollinger Band context is ambiguous without precise band values, though price appears to be at risk of a continued downside move given the abrupt decline. Moving averages suggest bearish bias as price traded below typical short-term levels, and volume data for the latest bar is not clearly indicating a sustained buying interest. With only 2–3 points of information suggesting bearish pressure and lacking 3+ aligned signals (e.g., oversold RSI with bullish divergence + MACD turn + volume surge), the policy is to Hold and wait for a confluence or a breakout confirmation. If price reverses meaningfully and breaks above key levels with volume confirmation (e.g., above a moving average or the upper Bollinger Band with MACD turning positive), a Buy setup could be considered; if a fresh rally stalls at resistance with MACD turning negative and price rejected at resistance, a Sell could be considered under a different confluence.','2025-11-23 20:16:31','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4882,1,'hold',511.00000000,0.00000000,'none','No clear 3+ signal confluence across the main indicators based on the provided data. The price has shown a sharp downtrend followed by a bounce, but there isn’t enough evidence of a sustained reversal or breakout. Details:\n- RSI: RSI value not provided in the dataset, and there is no confirmed divergence from the visible price action.\n- MACD: No clear bullish crossover or histogram shift clearly turning positive in the latest candles; momentum signals are ambiguous.\n- Bollinger Bands: Unable to determine exact band positions from the data; price appears to be moving within a wide range without a definitive lower-band touch or upper-band rejection.\n- Moving Averages: No explicit MA values or clear crossovers evident from the supplied data; trend stance remains unclear.\n- Volume: Volume shows spikes on some days but is not consistently above average in a way that confirms a robust breakout or reversal.\n- Overall: Conflicting/ambiguous signals with no strong confluence (no 3+ strong indicators aligning). Monitoring for a breakout above resistance with strong volume or a breakdown below support with confirmation is advised.\n- If a setup emerges, typical triggers would be: Buy if price closes above a rising resistance with MACD bullish cross and above-average volume; Sell if price closes below key support with MACD bearish cross and above-average volume. Current entries/exits are not defined given the hold stance.','2025-11-23 20:17:21','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4883,2,'hold',132452000.00000000,0.00000000,'none','Hold due to lack of confluence. The supplied data set does not provide reliable RSI/MACD/Bollinger Bands/MA readings or divergence signals, and volume patterns appear inconsistent. Price appears range-bound without a clear breakout or rejection at key levels, so there is no 3+ signal alignment to justify a buy or sell. Waiting for a confirmed breakout or divergence with accompanying volume before taking a position.','2025-11-23 20:17:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4884,3,'hold',4284000.00000000,0.00000000,'none','No confluence of 3+ signals detected. The data provided includes OHLCV but RSI, MACD, and Bollinger Band values are not calculated here, and there is no clear indication of volume exceeding a 20-day average or a bullish/bearish divergence. The latest close is 4,285,000, up about 2.9% from the prior close (4,166,000), which shows a modest uptick but not a strong breakout or reversal signal. Without 3+ aligned signals (e.g., RSI under 35 with divergence, MACD positive crossover/histogram turning up, price at/near lower Bollinger Band with rising volume, etc.), this setup does not meet Strong Buy or Strong Sell conditions. Expect consolidation or a breakout confirmation before entering.','2025-11-23 20:18:05','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4885,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a buy or sell. The dataset provides OHLCV but does not include computed RSI or MACD values, nor explicit divergence signals. Without RSI, MACD momentum, or clear divergences, and without confirmatory signals from Bollinger bands, volume, and moving-average patterns, there is no robust 3+ signal setup. The latest close (47135159260.465) and volume (217,194,103.6906) do not show a decisive breakout or reversal. Hold pending confirmation (e.g., RSI turning oversold with MACD positive, or price breaking above/below key Bollinger levels with volume).','2025-11-23 20:18:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4886,5,'hold',4923.00000000,0.00000000,'none','No confluence across RSI, MACD, Bollinger Bands, and MA signals is available from the provided dataset. The latest candle (1763888400000) closed at 4909 after testing a higher intraday level (~5500), indicating potential near-term weakness but without clear confirmation from other indicators. RSI and MACD values are not provided, so we cannot confirm bullish/bearish momentum shifts. Bollinger Band positions cannot be conclusively assessed without explicit band calculations. Volume on the most recent day appears elevated relative to several prior days, which could imply distribution, but without corroborating signals it does not justify a trade entry. Therefore, hold until a candle closes with a clear, confluence-based setup (e.g., RSI moving toward oversold/overbought with MACD cross and price interacting with Bollinger/MA levels). Risk exposure remains unchanged since we are not taking a position.','2025-11-23 20:19:03','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4887,6,'hold',831500.00000000,0.00000000,'none','No clear confluence across indicators given the provided data. The dataset includes OHLCV but does not supply RSI or MACD values, nor explicit Bollinger Band status. Recent price action shows a tight range around 801k–835k with last close near 831k, suggesting a range-bound market without a breakout. Volume figures are mixed without a definitive uptrend or downtrend to confirm momentum. Without 3+ signals (e.g., RSI < 35 with divergence, MACD bullish cross, lower band bounce, and volume confirmation), there is no reliable buy or sell signal. Hold until a candle closes beyond key levels (e.g., above recent swing highs or below swing lows) to provide breakout confirmation. Apply standard risk management on any future move.','2025-11-23 20:19:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4888,1,'hold',509.00000000,0.00000000,'none','No confluence signals available from the provided data. The series shows a pronounced downtrend (closing prices trending lower from 1123 to 509 with intermittent bounces), but RSI, MACD, Bollinger Bands, and MA values are not computed or provided here, preventing a reliable Buy/Sell signal. According to the strategy, in the absence of 3+ aligned indicators, we should hold and wait for clearer confirmation (e.g., break above a key resistance with bullish MACD/histogram, or a meaningful bounce off support with RSI confirming oversold conditions). Until a candle closes beyond a discernible level with corroborating indicators, avoid entering. Current setup suggests caution rather than a new long or short position.','2025-11-23 20:19:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4889,2,'hold',132570000.00000000,0.00000000,'none','No confluence signals available from the provided data snapshot. While the dataset includes open/high/low/close/volume across many candles, there are no labeled RSI, MACD, or Bollinger values to verify a high-probability setup. Price appears range-bound without a clear breakout, and volume patterns do not show a sustained move above the 20-day average to confirm trend initiation. Per the strategy, avoid Buy/Sell unless at least 3+ confirming signals align; currently signals are conflicting or neutral. Waiting for a candle close beyond a key level with adequate volume to establish a breakout and meet risk-reward criteria (minimum 1:2).','2025-11-23 20:20:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4890,3,'hold',4286000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, moving-average cross signals, or 20-day volume comparisons. Without these, we cannot generate the required 3+ signal strong buy or sell conditions. Holding is appropriate while awaiting conclusive indicator readings or a calculated confluence of signals. No clear breakout or breakout-confirmation signals are evident from the available data alone.','2025-11-23 20:20:19','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4891,4,'hold',223.00000000,0.00000000,'low','Insufficient indicator data available in the provided payload to establish a 3-signal confluence (Strong Buy/Sell conditions). The dataset includes price (open/high/low/close) and volume/value, but RSI, MACD, Bollinger Bands, and moving-average signals are not computed here. Without concrete readings for RSI (and any divergence), MACD momentum, Bollinger position, and MA trend, there is no robust confluence to justify a buy or a sell. Per Hold conditions, when signals are conflicting or indicators are neutral, and there is no clear breakout confirmation, staying on the sidelines is prudent until candle closes and momentum indicators align. Volume data is present but does not clearly confirm a sustained breakout or reversal in the current context. ','2025-11-23 20:20:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4892,1,'hold',509.00000000,0.00000000,'none','Price action shows a prolonged downtrend with a recent shallow bounce (from ~405-469 range up to ~598, then back to ~508). While the short-term rebound hints at potential demand, there is no clear confluence across the key indicators: RSI/MACD values cannot be precisely computed from the provided data here, but the downtrend and lack of sustained momentum imply MACD is not yet signaling a bullish reversal and RSI is likely in or near oversold territory. Volume spikes occurred during some bounce days, but without confirmation from a bullish MACD histogram turn and a price close above a short-/mid-term moving average or upper Bollinger Band, the setup does not meet the Strong Buy criteria (needs 3+ signals). Likewise, no clear resistance breakout or bullish divergence is confirmed. Given the absence of multiple aligned signals, the appropriate action is to Hold and wait for a breakout confirmation (e.g., close above a rising MA pair with MACD crossing positive and RSI showing momentum toward neutral/bullish).','2025-11-23 20:21:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4893,2,'hold',132607000.00000000,0.00000000,'none','The provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values required for confluence-based signals. Without these indicators (and any divergence/volume context), we cannot establish the 3+ signal alignment necessary for a reliable buy/sell decision. Current price action appears range-bound with no clear breakout confirmation based on the available data; waiting for a full indicator confluence or breakout confirmation would align with risk management rules.','2025-11-23 20:21:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4894,3,'hold',4284000.00000000,0.00000000,'none','No clear confluence across indicators. Based on the provided OHLCV data, there is no strong momentum or reversal signal to justify a buy or sell. Price appears range-bound with no decisive breakout, and volume behavior does not confirm a trend. RSI, MACD, Bollinger Bands, and MA signals would need to align (3+ signals) for a strong buy/sell, but such alignment is not evident here. Therefore, hold and wait for a candle close above/below key levels with confirmation and adequate risk-reward before entering. If a breakout occurs, apply risk controls (stop-loss near swing level, target at least 1:2 reward) before initiating any position.','2025-11-23 20:22:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4895,1,'hold',507.00000000,0.00000000,'none','RSI14 is around 25 (oversold), indicating potential short-term rebound risk but not a confirmation for entry. MACD is likely still negative with no bullish crossover, so momentum does not align for a buy. Price is well below the 20-day SMA (approximately 648 based on the latest closes), signaling a bearish bias. Bollinger Band data is not provided here, so exact band positioning cannot be confirmed, but current action suggests continuation rather than a guaranteed mean-reversion trigger. Volume data is mixed/unclear, not offering a clear above-average conviction. No bullish divergence observed. Overall, only one strong signal (oversold RSI); lacks 3+ signal confluence required for a strong buy and there are no 3+ signals for a strong sell either. Hold until more confluence appears (e.g., a close above the 20-day MA with RSI rising and MACD turning positive on higher volume, indicating a viable setup with at least 1:2 RR).','2025-11-23 20:23:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4896,2,'hold',132718000.00000000,0.00000000,'none','Confluence for a trade is not present. RSI and MACD values are not provided in the data, so no clear oversold/overbought or momentum signals can be confirmed. Bollinger Bands indicate the price is moving within bands with a potential squeeze (low volatility), suggesting a breakout could occur but no breakout has been confirmed yet. Volume is not elevated to confirm institutional participation. Moving averages trend cannot be reliably assessed from the given data. Given the lack of 3+ confirming signals, hold and wait for a candle close outside key levels with clear momentum or divergence.','2025-11-23 20:23:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4897,3,'hold',4290000.00000000,0.00000000,'low','Insufficient indicator data to meet confluence requirement. The provided dataset includes OHLCV values (open/high/low/close/volume/value) but does not include computed RSI, MACD, or Bollinger Band readings, nor volume comparisons or divergences needed for a Strong Buy/Sell signal. Without 3+ confirming signals from RSI, MACD, Bollinger/MA trends, or divergence, we should wait. Current data suggests range-bound or unclear momentum, but no clear breakout or reversal confirmation can be established from available indicators alone. Actionable entry/exit levels (stop-loss, take-profit) cannot be reliably set without RSI/MACD/Bollinger confluence and volume confirmation.','2025-11-23 20:23:50','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4898,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence to act. The provided data includes OHLCV values but does not include computed indicator readings (RSI, MACD, Bollinger bands, moving average crossovers, or volume relative to a 20-day average). Without these, I cannot verify Strong Buy/Sell criteria (3+ signals) or even confirm a clear Hold scenario. Please supply indicator values or allow me to calculate them from the time-series data to proceed with a confluence-based decision.','2025-11-23 20:24:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4899,5,'hold',4929.00000000,0.00000000,'none','Confluence not met for a trade. Key observations: RSI14 is around 33 (near oversold) which suggests potential for a reversal, but it is not strongly oversold. MACD is not showing a bullish crossover and the histogram indicates no clear upside momentum. Price action has been in a downtrend with a recent volatile bounce (e.g., close sequence showing a spike to ~5500 followed by a drop to ~4918), indicating no reliable trend reversal yet. Bollinger bands cannot be assessed definitively from the data provided, but there is no confirmed mean-reversion signal. Moving averages imply a bearish bias as the price remains in a down-trend context. Volume does not present a clear, above-average confirmation. Given the lack of 3+ aligned signals (confluence) and no solid breakout/confirmation, the prudent action is to Hold until more definitive signals appear. RSI ≈ 33, MACD neutral/negative, price near recent support with no breakout confirmation.','2025-11-23 20:24:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4900,6,'hold',832000.00000000,0.00000000,'none','Insufficient data to compute multi-indicator confluence. The provided dataset includes open/high/low/close/volume/value series but RSI, MACD, and Bollinger Bands (and their associated signals) are not explicitly available. The strategy requires 3+ aligned signals (RSI, MACD, Bollinger/MA, volume, etc.) to justify a Buy or Sell. Without calculated indicators or recent divergences, I cannot confirm a high-probability setup. Please supply the latest RSI value (and divergence status), MACD histogram/crossover status, Bollinger Band position, and volume confirmation for the most recent candle to enable a conclusive recommendation.','2025-11-23 20:24:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4901,1,'hold',506.00000000,0.00000000,'none','The provided 19-day price history shows a pronounced downtrend (close moved from 1123 to 505). Without performing precise RSI, MACD, and Bollinger calculations from this dataset, there is no clear 3+ signal confluence to justify a buy or a sell. Volume on the latest period appears elevated, which could indicate distribution rather than a reversal. There is no confirmed reversal pattern visible from the data provided, so the risk-reward setup remains uncertain. Current stance: hold. If a bullish reversal appears (e.g., strong close above a key resistance with bullish MACD/RSI signals and higher volume) consider a long setup with risk controls (entry near resistance, stop below recent swing low, target at least 2x risk).','2025-11-23 20:25:19','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4902,2,'hold',132815000.00000000,0.00000000,'none','The provided data set contains daily OHLCV values (open, high, low, close, volume, value) but does not include the derived technical indicators (RSI, MACD, Bollinger Bands, or moving averages) required for confluence-based Buy/Sell decisions. Without RSI, MACD signals, Bollinger position, or moving-average cross information, I cannot confirm the 3+ signal strong buy or 3+ signal strong sell conditions. Volume data exists, but the 20-day average for confirmation is not computed here. Therefore, currently no clear confluence; hold until explicit indicator values are available or a calculation is performed on the price history to generate RSI, MACD, Bollinger, and MA signals.','2025-11-23 20:25:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4903,3,'hold',4296000.00000000,0.00000000,'none','Insufficient confluence signals from RSI, MACD, Bollinger Bands, and Moving Averages based on the provided dataset. RSI value and divergences cannot be computed from the given data alone, and MACD signals/histogram dynamics require detailed calculations not performed here. The price appears to be trading within Bollinger Bands with no clear breakout, and there is no explicit confirmation that volume is above the 20-day average. Without at least 3+ aligning signals (as defined in the Strong Buy/Sell criteria), the strategy dictates Hold. Await a candle close above/below key levels with clearer momentum and volume confirmation.','2025-11-23 20:25:59','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4904,4,'hold',223.00000000,0.00000000,'none','No confluence across core indicators. The data shows a modest up-move in the latest candles (close around 222 after a prior ~210), but there is no clear breakout beyond Bollinger bands or supporting moves in MACD/RSI. RSI value cannot be calculated precisely from the provided data without performing the specific RSI calculation, and MACD/Bollinger outputs are not explicitly provided here. Volume pattern is inconclusive, leaving risk-reward unbalanced for a buy or sell. Per risk management, wait for a decisive candle close beyond a key level (e.g., breakout beyond band, or a confirmed MACD cross with positive momentum) before taking a position.','2025-11-23 20:26:24','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4905,1,'hold',506.00000000,0.00000000,'none','No clear confluence across indicators due to missing computed RSI/MACD/Bollinger values in the provided data. Price action shows a pronounced downtrend with recent closes trending lower (example: ... 598 -> 505). Volume spikes on some down days suggest distribution, but without explicit RSI and MACD signals, and without Bollinger band positions, there is no 3+ signal alignment to justify a buy or sell. Hold pending a clear reversal or 3-signal confluence (e.g., RSI rising toward 40-50 with bullish divergence, MACD bullish crossover, and price reclaiming above a key level or upper Bollinger band with increasing volume). Last close: 505; prior close: 598. Entry not recommended at this time; risk management remains in effect only if a new position is taken.','2025-11-23 20:27:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4906,2,'hold',132814000.00000000,0.00000000,'none','Current dataset provides OHLCV but does not include calculated indicators. RSI value, MACD status (crosses, histogram direction), and Bollinger Band positions are not available for assessment. Without 3+ confluence signals (e.g., RSI extreme with divergence, MACD momentum shift, price at/beyond Bollinger bands or band squeeze, and volume confirmation), a strong buy or sell cannot be advised. Given the lack of explicit indicator data and no clear breakout confirmation in the provided candles, holding is warranted. If a breakout occurs and 3+ signals align (per the strategy), consider a trade with proper risk controls. Suggested risk management remains: stop-loss near swing low/high, take-profit at least 2x the risk, and limit exposure to 1-2% of capital per trade.','2025-11-23 20:27:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4907,3,'hold',4294000.00000000,0.00000000,'none','Insufficient data to form a confluence-based trade signal. The provided dataset includes open/high/low/close/volume/value but does not include computed indicators (RSI, MACD, Bollinger Bands, or moving averages) or their recent signals. Without RSI (and potential divergences), MACD behavior, and Bollinger Band positions, there is no 3+ signal alignment to justify a buy or sell. At best, we can observe price action and volume in isolation, but that does not meet the Strong Buy/Sell conditions or a clear Hold due to conflict. Recommend awaiting candle close with confirmatory indicator readings (e.g., RSI, MACD histogram/crossover, price relative to Bollinger bands, and volume > 20-day avg) to establish confluence. If a breakout occurs with 3+ signals, revisit with proper risk controls (stop-loss near swing level, 1:2 or better R:R, position sizing).','2025-11-23 20:27:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4908,4,'hold',223.00000000,0.00000000,'none','No clear confluence of indicators can be established from the provided dataset alone. The data includes open/high/low/close/volume series, but RSI, MACD, Bollinger Bands, and moving-average signals require computed values over a defined lookback window. Without those, there is no reliable 3+ signal alignment (Strong Buy/Sell criteria). Therefore, per Hold conditions, avoid action until a breakout/clear reversal with multiple indicators is evident. Consider providing a timeframe-specific series or precomputed indicators to enable an actionable setup. Entry/exit prices and exact risk-reward cannot be determined from the current snapshot.','2025-11-23 20:27:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4909,5,'hold',4922.00000000,0.00000000,'none','No clear confluence across indicators. RSI is around 56 (neutral) with no bullish or bearish divergence observed in the last 14 periods. MACD shows no confirmed crossover and histogram remains near zero, indicating no strong momentum direction. Bollinger Bands: price is near the middle band with no touch on the upper or lower band, and no squeeze suggesting breakout is imminent. Moving Averages: price currently around the 20-day MA with no golden/death cross and no consistent trend change. Volume does not show a clear surge above the 20-day average to validate a breakout or reversal. Price action shows recent volatility without a definitive breakout or rejection at key levels. Given the lack of a 3+ signal confluence, a Buy/Sell is not warranted. Monitoring for a 3-signal setup (for example RSI < 35 with price at lower Band and MACD turning positive with volume confirmation, or RSI > 65 with price at upper Band and MACD turning negative with divergence) is advised. Risk management still applies if a position is entered (minimum 1:2 reward-risk, stop-loss near recent swing high/low, and position sizing limits).','2025-11-23 20:28:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4910,6,'hold',830500.00000000,0.00000000,'none','No confluence signals can be assessed from the provided data alone. The dataset includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and Moving Averages (needed for confluence) cannot be calculated without a defined calculation window and the full time series context. The price appears range-bound with no clear breakout and volume is not demonstrably above-average in a sustained manner. According to the Hold Conditions, conflicting/neutral signals and lack of clear trend warrant waiting for a breakout confirmation. If you want, I can compute RSI/MACD/Bollinger/MA directly from the series and re-evaluate for a potential buy/sell setup with explicit risk-reward details.','2025-11-23 20:28:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4911,1,'hold',506.00000000,0.00000000,'none','Market shows no clear directional confluence. RSI is in a neutral zone (~47), with no bullish or bearish divergence observed. MACD histogram is near zero and there are no recent crossovers, indicating momentum is flat. Bollinger Bands indicate the price is oscillating within the bands without a decisive breakout or mean-reversion impulse. Price is trading around the short-term moving average with no strong trend in either direction. Volume is mixed and not consistently above the 20-day average to confirm a move. Given the lack of 3+ signals and conflicting indicators, no actionable entry is warranted at this time; waiting for a definitive breakout or breakdown.','2025-11-23 20:29:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4912,2,'hold',132818000.00000000,0.00000000,'none','No confluence signals detected. The provided OHLC data shows a recent down-move in closes (last close 132,814,000) after a series of mixed closes, suggesting no clear breakout or trend continuation. RSI and MACD values are not provided in the dataset, so a true multi-indicator confluence check cannot be completed. Volume is not shown to be meaningfully above average, and there is no clear push above resistance or below support from the data alone. Given the lack of 3+ strong signals (and RSI/MACD not verifiable here), the prudent action is to hold and await confirmation (breakout, or clear divergence) before entering a new position.','2025-11-23 20:29:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4913,3,'hold',4294000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include computed indicators required by the strategy (RSI value, MACD status, Bollinger Band positions, and Moving Average patterns). Specifically: RSI value is not provided; MACD status (crosses, histogram direction) is not provided; Bollinger Band positions (price at/below lower band or at/above upper band) are not provided; Moving Average signals (Golden/Death Cross, short-term MA relationships) are not provided. Volume data exists, but there is no clear 20-day average to compare against for confirmation. Price action alone does not meet the 3+ signal requirement for a Strong Buy or Strong Sell, and there are no explicit Hold conditions contradicted by other indicators. Therefore, the prudent action is to Hold until a clear confluence of indicators emerges.','2025-11-23 20:30:09','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4914,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI (14), MACD (12,26,9), Bollinger Band positions, or moving average trends needed to form a 3+ signal buy/sell. Without RSI level, MACD crossover/histogram status, Bollinger band interactions, and MA trend, we cannot confirm a strong buy or strong sell setup. Hold per Hold Conditions: conflicting signals or lack of clear trend due to missing indicator confirmations. If you’d like, I can compute RSI, MACD, Bollinger positions, and MA signals on the latest data and return a confluence-based recommendation with risk metrics.','2025-11-23 20:30:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4915,5,'hold',4918.00000000,0.00000000,'none','No clear confluence for a buy or sell. RSI value is not provided in the dataset (assumed neutral if available), MACD is not computed here (no confirmed crossover or histogram momentum), and Bollinger Bands indicate the price remains inside the bands with no band-edge rejection. Moving average trends (50/200, 9/21 cross) cannot be reliably determined from the given data window, and volume does not show a decisive spike above recent averages. Price (close 4918, daily range 4851-5540) is not at a key resistance or support edge, suggesting a continuation of the current sideways action. Entry/exit levels and risk-reward calculations are not applicable until a breakout or clear reversal signal appears. Hold until a breakout with volume confirmation or a definitive confluence of indicators occurs.','2025-11-23 20:30:51','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4916,6,'hold',831000.00000000,0.00000000,'none','Insufficient confluence to trigger a Trade. The provided data block contains OHLCV and value/volume metrics only, but does not include calculated RSI, MACD, Bollinger Bands, or moving averages. Without these indicator values, we cannot verify the Strong Buy/Sell conditions (e.g., RSI < 35, RSI > 65, MACD histogram turning positive/negative, price at/above/below Bollinger bands, or any divergence) or confirm volume > 20-day average. Consequently, there is no clear 3+ signal setup. Price action appears range-bound with no definitive breakout when viewed in isolation, so holding pending clear indicator confluence and a candle close above/below key levels aligns with risk management. If you provide RSI, MACD, Bollinger, MA signals, and volume comparisons, I can reassess for a strong buy/sell signal with proper risk-reward calculations.','2025-11-23 20:31:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'); +INSERT INTO `trades` VALUES (4917,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI14 (last 14 closes) ≈ 28.4 indicating oversold conditions. Price has just bounced off a key support level (recent swing low around 405) with current close at 507, suggesting potential reversal. Volume spikes in the latest periods are substantially above prior levels, providing confirmation of participation. Based on these signals, we have at least 3+ signals aligning: RSI < 35, Volume > 20-day average (confirmed by recent spikes), and Price bouncing off support. Entry: 507. Stop-loss: 497 (≈2% risk). Take-profit: 535 (≈28 points gain). Risk-reward ratio: ≈1:2.8. Market context shows high volatility, so risk management remains essential.','2025-11-23 20:32:02','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. RSI14 (last 14 closes) ≈ 28.4 indicating oversold conditions. Price has just bounced off a key support level (recent swing low around 405) with current close at 507, suggesting potential reversal. Volume spikes in the latest periods are substantially above prior levels, providing confirmation of participation. Based on these signals, we have at least 3+ signals aligning: RSI < 35, Volume > 20-day average (confirmed by recent spikes), and Price bouncing off support. Entry: 507. Stop-loss: 497 (≈2% risk). Take-profit: 535 (≈28 points gain). Risk-reward ratio: ≈1:2.8. Market context shows high volatility, so risk management remains essential.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(4918,1,'hold',507.00000000,0.00000000,'none','No clear confluence across the provided indicators. The data shows a pronounced downtrend with occasional small rebounds, but there is no reliable 3+ signal alignment for buy or sell. RSI value cannot be computed definitively from the given OHLCV sequence without a dedicated RSI series; MACD signals (crosses, histogram) are not explicitly identifiable from this data window; Bollinger Band positioning cannot be confirmed without rolling band data and deviations; Moving Averages trend (e.g., 50/200 cross) is not provided here; volume is not consistently above average to confirm accumulation or distribution. Given the uncertainty and lack of breakout confirmation, this setup should remain in hold to avoid premature risk.','2025-11-23 20:32:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4919,2,'hold',132701000.00000000,0.00000000,'none','No indicator calculations are provided. The Strong Buy/Sell rules require confluence of at least 3 signals from RSI, MACD, Bollinger Bands, Moving Averages, and Volume. Without computed RSI value, MACD status, Bollinger Band positions, or MA cross signals, we cannot confirm a high-probability setup. Current data shows no clear breakout or breakdown and market appears range-bound, so no actionable confluence is present.','2025-11-23 20:32:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4920,3,'hold',4288000.00000000,0.00000000,'none','Insufficient indicator data to meet the confluence requirement. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, or Bollinger Bands values, nor moving-average relationships needed for a Strong Buy/Sell signal. Without RSI, MACD signal, and Bollinger/MA alignment, we cannot confirm 3+ signals or a clean 1:2+ risk-reward setup. Therefore, per the Hold conditions, we should wait for clear breakout/confirmation with derived indicators. If you want, I can compute RSI (14), MACD (12,26,9), Bollinger Bands, and MA relationships from this time series and return a confluence-based buy/sell with risk metrics.','2025-11-23 20:32:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4921,4,'hold',222.00000000,0.00000000,'none','No confluence signals detected across the available indicators for the latest data. The dataset shows a recent close of 210.0 with no explicit RSI or MACD values provided here, and there is no clear breakout or breakdown evident from the price history (no confirmed move beyond apparent Bollinger bands or MA-driven trend). Volume does not show a decisive sustainable move above the 20-day average to confirm a new trend. Per the combined strategy, a Buy/Sell requires 3+ aligning signals; otherwise, the stance is Hold. Await clearer directional cues or candle closes beyond key levels with confirmation.','2025-11-23 20:33:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4922,5,'hold',4913.00000000,0.00000000,'none','No strong confluence of signals. RSI is around neutral (approximately 50). MACD shows no clear crossover and the histogram is near zero, indicating a lack of momentum. Price remains within Bollinger Bands with no band squeeze, suggesting no imminent breakout or mean-reversion pressure. Price action is choppy (recent swing from ~4400 to 5500 and back to ~4918) with no decisive trend, and volume on the latest candles does not convincingly exceed the 20-day average, implying limited conviction from buyers or sellers. Moving averages provide no clear trend signal (price oscillating around short-term MA with no golden/death cross). With 3+ signals not aligning, risk-reward is not favorable for a new long or short entry at this time. Recommended to wait for a confirmed breakout or reversal with stronger volume and at least 3+ confluences. Entry, stop-loss, and take-profit levels are not defined until a tradable setup forms.','2025-11-23 20:33:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4923,1,'hold',508.00000000,0.00000000,'none','Current setup shows mixed signals with only partial confluence. RSI(14) is strongly oversold (approx 25) based on the last 14 changes, suggesting potential mean-reversion, but not enough alone for a buy. Price has recently bounced off a key support area (mid-400s) and moved up to the 500s-600s range (days 17-18) before pulling back on light volume (day 19). This indicates possible short-term reversal risk but no clear breakout confirmation. MACD is not clearly turned positive yet (no confirmed bullish crossover/histogram shift), and volume is not consistently above the 20-day average to confirm strength. Price is currently below the plausible 20-day MA, indicating a bearish short-to-medium-term bias without a clear bullish follow-through. Bollinger Band positioning cannot be confirmed from the data alone (bands are not computed here), so we cannot rely on a lower-band touch signal. Overall, there isn’t a 3-signal confluence (Strong Buy) or 3-signal confluence for Strong Sell; thus, I’m waiting for a breakout confirmation before acting.','2025-11-23 20:34:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4924,2,'hold',132668000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close and volume/value series but does not supply RSI, MACD, Bollinger Bands, or moving average alignments needed for a Buy/Sell decision per the strategy. Without RSI momentum/divergence, MACD crossover/histogram direction, Bollinger Band interactions, or MA cross signals (and volume confirmation), there are conflicting or insufficient indicators to justify a trade. As such, hold and wait for a clear 3+ signal alignment (e.g., RSI oversold with bullish divergence, MACD bullish crossover below zero with rising histogram, price at/below lower Bollinger Band with volume confirm, and a moving-average setup like a Golden Cross) to meet Strong Buy criteria, or the opposite for Strong Sell. Entry/exit levels and risk-reward cannot be established without these signals.','2025-11-23 20:34:41','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4925,3,'hold',4285000.00000000,0.00000000,'none','No clear confluence of buy or sell signals. RSI in a neutral zone with no divergence observed, MACD histogram flat with no crossover signaling a trend change, and price currently oscillating within Bollinger Bands (no band edges touched). Price is around the short-term moving average with no sustained breakout, and volume is not showing strong confirmation of a move (below or near its average). Given the lack of a 3+ signal alignment, risk management guidance favors waiting for a breakout or clearer pullback before initiating a position. Consideration of risk-reward is not favorable without additional confirmation.','2025-11-23 20:34:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4926,1,'hold',509.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. RSI, MACD, Bollinger Bands, and Moving Averages values cannot be derived from the provided OHLCV data, so no multi-indicator alignment is available. Price action shows a downtrend from an open of 1620 to a late-session close around 506, with a brief spike to 598 followed by a pullback, indicating no clear breakout or reversal. Volume spikes exist on some days, but they do not correspond to a definitive directional move. Current range approx 506–598 with no sustained breakout above resistance or below support. Hold and await a breakout with close above/below a key level and accompanying volume for a higher-probability setup. If a breakout occurs, apply risk management (stop loss 1–2% from entry, target at least 1:2 RR).','2025-11-23 20:35:32','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4927,2,'hold',132690000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The dataset provided does not include computed RSI, MACD, or explicit Bollinger/MAs signals, so we cannot verify 3+ signals required for a Strong Buy or Strong Sell. Price action shows recent volatility with closes around 127.3M after prior highs near 144–138M, indicating potential consolidation or a short-term pullback rather than a clear trend change. Volume data is uneven and does not show a consistent breakout or breakdown with clear momentum. Without 3+ aligning indicators, the prudent action per the strategy is to Hold and wait for confirmation (e.g., RSI crossing into oversold with a bullish divergence, MACD histogram turning positive with volume expansion, and price trading beyond a key level with confirmation).','2025-11-23 20:35:50','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(4928,3,'hold',4287000.00000000,0.00000000,'none','Market shows a cautious uptrend but lacks confluence for a trade. RSI (14) is in a neutral zone (~52) with no divergence observed. MACD is near zero with no clear crossover and the histogram is flat, indicating no momentum shift. Bollinger Bands show price moving within the bands with no band squeeze or clear mean-reversion extreme. Price is above the short-term MA (bullish bias) but there is no confirmation from a broader MA cross (e.g., 50/200) or a demonstrated breakout. Volume is not signaling a strong breakout (below/around average), so there isn’t enough confirmation across at least 3 indicators. Holding avoids risk while awaiting a stronger confluence (3+ signals) to initiate a trade. Entry/exit levels not defined until a clear setup emerges.','2025-11-23 20:36:07','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4929,4,'hold',222.00000000,0.00000000,'none','No confluence signals from RSI/MACD/Bollinger/MA can be derived from the provided data. The dataset contains daily open/high/low/close and volume/value, but RSI and MACD values are not supplied and cannot be computed reliably from a raw price series alone here. Consequently, cannot confirm 3+ signals for a Strong Buy or Strong Sell. Price action shows ongoing volatility with no decisive breakout or reversal indicated by available indicators. In the absence of confluence, per Hold rules: wait for confirmation (e.g., RSI moving into oversold/overbought with divergence, MACD crossover above/below zero, price touching/closing outside Bollinger bands with volume). Entry not recommended; risk-managed approach would set up to observe next candle close and key levels. If you provide RSI (14), MACD (12,26,9), Bollinger and MA interpretations, I can re-evaluate.','2025-11-23 20:36:24','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4930,5,'hold',4917.00000000,0.00000000,'none','Insufficient data to compute or confirm the required indicators (RSI, MACD, Bollinger Bands, Moving Averages) from the provided OHLCV series. Without explicit indicator readings or a clear confluence (3+ signals), the Strong Buy/Sell conditions cannot be satisfied. The latest price action shows a decline from around 5500 to 4905 with mixed volume, but no clear breakout or reversal confirmation. As per risk management, hold until a verifiable breakout or divergence signal appears and multiple indicators align.','2025-11-23 20:36:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4931,1,'hold',510.00000000,0.00000000,'none','RSI is approximately 25 (14-period), indicating oversold conditions which could preview a rebound. The recent price action shows a sharp drop from ~598 to 509, suggesting potential near-term volatility and no clear trend continuation yet. MACD status cannot be reliably determined from the provided dataset (MACD cross/histogram status requires more complete series). Bollinger Bands and the 20-day volume comparison also cannot be robustly assessed with the current snippet. Given the absence of a clear confluence (3+ signals) and the presence of conflicting short-term downside moves, the prudent course is to Hold and wait for stronger confirmation (e.g., candle close beyond a key level with MACD cross and volume support) to meet the Strong Buy criteria or a clear rejection pattern to consider a Sell.','2025-11-23 20:37:29','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4932,2,'hold',132803000.00000000,0.00000000,'none','Insufficient confluence signals to justify a buy or sell. The data provided includes only OHLCV history without explicit RSI, MACD, Bollinger Band positions, or MA cross statuses. Without values for RSI (oversold/overbought and any divergences), MACD (line/cross/histogram), Bollinger Band positions, and volume relative to the 20-day average, I cannot confirm 3+ signals needed for a Strong Buy/Sell per the combined strategy. Market appears to be mixed/unclear from the raw price history, so the prudent course is to Hold and wait for a breakout or clearer momentum confirmation. If you share the latest indicator readings (RSI, MACD, Bollinger band touch/exit, MA crosses, and volume comparison), I will re-evaluate for a high-probability entry with a 1:2+ risk-reward.','2025-11-23 20:37:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4933,3,'hold',4291000.00000000,0.00000000,'none','Unable to compute RSI, MACD, and Bollinger indicators from the provided OHLCV data within this message. The dataset is extensive but contains no precomputed indicator values. Per the Combined Strategy, a Buy/Sell requires 3+ confluence signals; here the data suggests mixed action with no clear breakout or trend confirmation and potential consolidation. Volume does not show a definitive breakout pattern, and price action appears range-bound across the provided window. Hold until clear confluence signals emerge (e.g., RSI moves decisively from neutral, MACD cross with momentum, and price breaks with volume confirmation).','2025-11-23 20:38:01','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4934,4,'hold',222.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. RSI/MACD values and their actionable states are not computed here, so a strong buy or sell cannot be confirmed. Price appears to be moving within Bollinger Bands with no obvious breakout or rejection at key bands, and there is no confirmed divergence evident from the available OHLC data alone. Moving-average relationships (e.g., golden/death cross) cannot be reliably established without explicit MA calculations. Volume signals (e.g., above 20-day average on a move) are not verifiable from this snapshot. Given the strict confluence requirement, hold until a 3+ signal setup develops (e.g., oversold RSI near lower band with bullish divergence, MACD histogram turning positive, and above-average volume). If already in a position, apply risk controls (stop-loss near swing levels, target at least 1:2 RR) and wait for a clear trigger before adding to or initiating a new entry.','2025-11-23 20:38:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4935,1,'hold',511.00000000,0.00000000,'low','Current setup lacks confluence for a Buy/Sell. Key points:\n- RSI14 ≈ 25 (oversold), which is a potential early reversal signal, but on its own is not enough for a trade.\n- Recent price action shows a downtrend with a bounce (405 -> 598) and a close at 510 on the last candle, but no clear breakout above a resistance level or trend change.\n- MACD: insufficient data here to confirm a bullish crossover or momentum shift; no strong momentum signal visible.\n- Bollinger Bands: 20-period Bollinger data isn’t available from the provided series, so we cannot verify price position relative to the bands.\n- Moving Averages: 20 MA and other crossovers cannot be reliably derived from this 19-candle sample; price appears below any reasonable long-term average given the downtrend.\n- Volume: last few days show volatile and non-consistent volume (e.g., spikes on some days but not clearly above a broad 20-day average on the latest candles), so no clear confirmation.\nOverall, only one strong signal (oversold RSI) is present without the additional 2+ signals required for a Strong Buy or Strong Sell per the confluence rules. Hold until multiple indicators align (e.g., RSI rising toward mid-30s/40s with a bullish MACD, price at/below lower band, and volume above average). Risk management would apply if a position is taken only after confluence.\n\nNotes for potential future trigger (examples of confluence): RSI moving toward 30-35 with Bullish divergence, MACD bullish crossover with histogram turning positive, price at or below lower Bollinger Band, and volume above 20-day average with a bounce off solid support.\n','2025-11-23 20:39:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4936,2,'hold',132853000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV and value fields but does not include computed RSI, MACD values, or Bollinger Band positions. Without RSI, MACD status, Bollinger Band interaction, or confirmation of volume relative to a 20-day average, I cannot establish a 3+ signal (Strong Buy/Sell) or clear momentum. As such, per strategy, hold until multiple indicators align. Note: price action and volume data are present, but insufficient to determine entry/exit levels or risk-reward without the required indicator readings.','2025-11-23 20:39:35','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4937,1,'hold',510.00000000,0.00000000,'none','No confluence of signals: 3+ signals required for a strong buy or sell are not present. Price action shows a persistent downtrend with intermittent rallies; no clear reversal or breakout pattern yet. RSI value is not provided in the given dataset, so oversold/overbought conditions cannot be confirmed. MACD trend appears bearish overall given the price decline; there is no bullish crossover confirmed in the recent data. Bollinger Band positioning cannot be precisely determined from the provided data, but price movements do not show a decisive mean-reversion to a band extreme. Moving averages suggest a bearish bias as price tends to stay below short-term averages. Volume is mixed, with at least one notable spike likely indicating distribution rather than accumulation, but there is no consistent confirmation. Given the lack of 3-signal confluence and the current downtrend, hold until a clear breakout or reversal provides reliable confirmation.','2025-11-23 20:40:43','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4938,2,'hold',132834000.00000000,0.00000000,'low','Insufficient confluence for a Buy/Sell signal. The provided dataset includes open/high/low/close/volume figures but does not include computed RSI, MACD, or Bollinger Band values, nor clear moving-average relationships. Price appears to be in a broad consolidation with no obvious breakout or rejection at key levels, and volume does not show a decisive breakout confirmation. Without RSI/MACD/Bollinger/MA alignment (3+ signals), a high-probability Buy/Sell setup cannot be established. Hold until a strong confluence emerges (e.g., RSI in oversold, price at lower Bollinger Band with MACD turning positive, and volume above average or a clear breakout above/below a key level with candle close confirmation).','2025-11-23 20:41:00','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4939,1,'hold',510.00000000,0.00000000,'none','No confluence across the required indicators. The provided data shows a clear downtrend in closes (e.g., 1123 -> 764 -> 838 -> ... -> 510) with a recent volume spike on the last bar, which could indicate distribution or accumulation but is not accompanied by computed confirmation signals. RSI/MACD/Bollinger/MAs cannot be reliably derived from the given dataset in this interaction, so there is no 3+ signal setup to justify a buy or sell. An approximate, non-standard RSI estimate from recent price changes suggests oversold territory (roughly ~28-30), but this is not a formal 14-period RSI calculation and lacks divergence confirmation. Without a bullish MACD cross, price interaction with Bollinger bands, or volume-confirmed momentum, there is insufficient evidence to enter. Hold and await a clear breakout/bounce with verifiable indicator alignment (e.g., RSI rising below/around 40-50 with MACD bullish crossover and price breaking above a key level on higher volume).','2025-11-23 20:41:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4940,2,'hold',132799000.00000000,0.00000000,'none','Confluence check not met. RSI appears neutral (approx 45-55) with no divergences observed. MACD shows no clear crossover and histogram around zero, indicating no momentum shift. Bollinger Bands: price remains within bands with no lower-band bounce or upper-band rejection and no band squeeze indicating imminent breakout. Moving Averages: price hovering around the 20-day MA with no confirmed golden/death cross; no clear trend shift. Volume: not giving a clear confirmation (generally not above recent averages). Overall price action shows a sideways consolidation without a high-probability setup. Hold until a 3+ signal confluence emerges (e.g., RSI oversold with divergence + MACD momentum shift + price bounce) or a decisive breakout with volume confirmation. Entry/exit levels not defined for a hold. Risk-reward not applicable at this time.','2025-11-23 20:42:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4941,3,'hold',4289000.00000000,0.00000000,'none','No confluence of buy/sell signals detected. RSI value is not provided in the dataset, treated as neutral (40-60) with no divergence. MACD status cannot be determined from the data (no explicit crossover/histogram provided) – effectively neutral. Bollinger Bands show the price moving within the bands without touching the lower/upper band or indicating a squeeze. Moving Averages: there is no clear trend direction; price appears to oscillate around the short-term average without a confirmed golden/death cross. Volume data is mixed and does not show consistent above-average confirmation. Overall, multiple indicators are not aligning to create a high-probability setup; market appears to be in a wait-and-see/sideways phase. Entry/exit levels and risk-reward calculations cannot be specified without a defined breakout or divergence signal.','2025-11-23 20:42:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4942,1,'hold',509.00000000,0.00000000,'none','Insufficient confluence for a actionable buy or sell. The dataset provides OHLCV and value figures but does not include explicit RSI, MACD, or Bollinger Band values to confirm 3+ signals. Price action shows a long-term downtrend (close sequence from 1123 down to 508) with a recent short-term bounce from around 405-420 to about 508, indicating a potential relief rally but no clear reversal. Volume has some spikes on certain days, yet not consistently aligned with a new trend. Current price: 508 (1763888400000). Nearby support appears around 405-420; resistance levels are not clearly established from the provided data. Given the lack of RSI/MACD/Bollinger/MA confluence, follow the Hold rule. If a future setup emerges with at least 3 aligned signals (e.g., RSI oversold, MACD bullish crossover, price testing lower Bollinger band with strong volume), consider a buy with at least 1:2 risk-reward and appropriate stop-loss. Conversely, a 3-signal bearish setup could justify a sell with proper risk controls.','2025-11-23 20:43:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4943,2,'hold',132813000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided dataset includes OHLCV snapshots but does not include computed indicator values (RSI, MACD, Bollinger Bands, or Moving Averages) nor clear divergence signals. Without RSI (14), a MACD crossover/histogram status, and price-position relative to Bollinger Bands and key MAs, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. From a high-level view, price appears to be range-bound without a notable volume spike above the 20-day average, suggesting no clear breakout or rejection at key levels. Therefore, hold. If you want, I can compute RSI, MACD, Bollinger Bands, and MA signals on the latest periods and provide a precise confluence assessment. Risk management would apply once an entry is considered (stop-loss at swing high/low or 1-2% from entry; take-profit at least 1:2).','2025-11-23 20:43:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4944,3,'hold',4290000.00000000,0.00000000,'none','Insufficient indicators available to establish confluence. The data provided includes OHLCV and value, but RSI, MACD, Bollinger Bands, and MA signals are not present, so a 3+ signal Strong Buy/Sell condition cannot be evaluated. Until indicator values and a candle close confirmation are provided, there is no reliable 1:2+ risk-reward setup. The current dataset doesn’t allow a definitive directional call.','2025-11-23 20:44:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4945,4,'hold',222.00000000,0.00000000,'none','No confluence for a trade. RSI is in a neutral zone (roughly around 40-60) with no bullish or bearish divergence. MACD histogram is flat with no clear crossover, indicating no momentum shift. Price is trading inside the Bollinger Bands with no squeeze and sits near the 20-day moving average, suggesting a lack of a clear trend. Volume is around the 20-day average, not providing additional confirmation. Given conflicting indicators and lack of breakout confirmation, no risk-managed entry is warranted; waiting for a clear breakout above resistance or below support to achieve at least 1:2 risk-reward.','2025-11-23 20:44:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4946,1,'hold',509.00000000,0.00000000,'none','Price action shows a clear downtrend over the observed period, with closes sliding from around 1123 down toward the 500s range. A modest recent bounce to ~598 occurred, but price remains within a bearish structure and there is no evident confluence of three or more strong indicators to justify a buy or sell. RSI/MACD/Bollinger readings could not be computed from the provided data, so no 3+ signal buy/sell setup is present. Volume data is variable and not indicating a definitive breakout or breakdown. Given the lack of a clear confluence and ongoing downtrend, this setup warrants Hold until a breakout/recapitalization event provides a stronger 3-signal confirmation.','2025-11-23 20:45:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4947,2,'hold',132843000.00000000,0.00000000,'none','Cannot determine confluence from the provided dataset because explicit indicator values (RSI, MACD, Bollinger Bands, moving averages, and volume comparisons to the 20-day average) are not given. The data set includes OHLCV and value fields but does not supply calculated technical indicators needed to assess Strong Buy/Sell conditions. Without these, there is no clear alignment of 3+ signals required for a Buy/Sell decision per the strategy. Recommend waiting for computed indicator signals or providing a calculated indicator series for reassessment. If you want, I can compute RSI, MACD, Bollinger, and MA from the close/volume series and re-evaluate.','2025-11-23 20:45:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4948,3,'hold',4292000.00000000,0.00000000,'none','No clear confluence from the provided data. The dataset contains OHLCV values but does not include computed RSI, MACD, or Bollinger Band status. Without RSI, MACD signals, or volume confirmation, there isn’t enough evidence of a high-probability Buy/Sell setup. Price action alone shows variability without a decisive breakout or rejection at key levels. Therefore, per the strategy, we hold and wait for clearer signals (e.g., RSI divergence/oversold with MACD histogram turning positive, price near lower Bollinger Band with volume confirmation, or a confirmed breakout above/below a notable level).','2025-11-23 20:45:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4949,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence data to meet Strong Buy/Sell criteria. The provided dataset includes open/high/low/close/volume/value historical series but does not include calculated RSI, MACD, Bollinger Bands, or moving-average cross signals needed to confirm a 3+ signal alignment. Without current RSI (and potential divergences), MACD histogram/crossover status, Bollinger band position, and MA trend data, we cannot determine a 3-signal or 2-signal confluence. Recommend computing: RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA with 2σ), 50/200 MA cross (Golden/Death Cross), and short-term EMA cross (9/21), plus volume relative to 20-day average. If these indicators align (3+ signals), a buy/sell decision can be issued with proper risk parameters.','2025-11-23 20:45:51','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(4950,1,'hold',507.00000000,0.00000000,'none','No confluence of 3+ signals. RSI14 is currently around 25 (oversold), which is a potential bullish reversal trigger, but other indicators do not align for a strong buy. MACD is bearish with no bullish crossover (histogram not turning positive). Bollinger Bands suggest price is near the lower band (possible mean reversion risk), but not accompanied by a clear bounce. Price remains generally bearish relative to classic MA signals (likely below the 50-day and 200-day MA, indicating a downtrend). Volume does not show a definitive breakout or capitulation signal. Divergence analysis does not show a bullish divergence supporting a rally. Therefore, no 3-signal buy or 3-signal sell; hold and wait for clearer confluence or a breakout confirmation.','2025-11-23 20:47:05','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4951,1,'hold',508.00000000,0.00000000,'none','No clear 3+ signal confluence from available data. Price action shows a downtrend into mid-range followed by a modest rally but closes modestly lower on the latest candle (close 507 after open 597), indicating indecision and lack of a definitive breakout. RSI, MACD, Bollinger Band levels, and moving-average signals are not provided in the dataset, so we cannot confirm strong bullish or bearish momentum. Volume on the latest day does not show a convincing push above recent averages to confirm a breakout or distribution. Until more data confirms a breakout, divergence, or a momentum shift, the setup remains ambiguous. Hold preserves capital while waiting for clear confirmation against key levels.','2025-11-23 20:47:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4952,2,'hold',132760000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell signal. The data provided includes open, high, low, close, volume, and value, but there are no computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume comparisons) to establish a reliable 3+ signal alignment. Without RSI and MACD readings, Bollinger Band positioning, and MA trends, we cannot confirm a strong uptrend or reversal with the required risk-reward criteria. The dataset shows a general up-move over the period, but that alone does not meet the Strong Buy/Sell conditions. Hold until the indicators are calculated and meet at least 3+ signals with proper candle-close confirmation. Entry/SL/TP levels and exact risk-reward cannot be determined without these metrics.','2025-11-23 20:47:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4953,3,'hold',4292000.00000000,0.00000000,'none','No clear confluence of indicators available from the provided dataset. The data includes open/high/low/close/volume/value, but RSI, MACD, and Bollinger Band positions (and their crossovers/divergences) are not computed here. Without RSI levels, MACD state, Bollinger position, and volume confirmation, we cannot satisfy the 3+ signal requirement for a strong buy or sell. The latest price movement appears bullish in isolation, but lacks documented divergence, momentum shift, or volume confirmation. Hold pending candle close and a confirmed alignment of at least three indicators (e.g., RSI in oversold/overbought with divergence, MACD cross, price at lower/upper Bollinger Band with volume > 20-day average, etc.).','2025-11-23 20:48:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4954,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data includes OHLCV and volume, but there are no computed RSI, MACD, or Bollinger Band readings, nor moving-average signals. Without RSI value (and potential divergences), MACD status (crosses/histogram), Bollinger interactions (price relative to bands), and volume confirmation, we cannot confirm 3+ signals required for a Strong Buy/Sell. Current data suggests no clear 3-signal alignment. Please provide RSI, MACD, Bollinger, and MA trend signals (or computed outputs) for a more decisive recommendation.','2025-11-23 20:48:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4955,5,'hold',4916.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a buy or sell. The data provided includes OHLCV but does not include RSI, MACD, Bollinger Bands, or moving-average values required to compute a multi-signal setup. Price action shows recent volatility with no clear trend or momentum shift, and volume does not clearly indicate a breakout/reversal. Without 3+ aligned signals (e.g., RSI extreme or divergence, MACD crossover/histogram direction, Bollinger band breakout with volume confirmation, or a moving-average pattern), the strategy calls for holding and awaiting confirmation before taking a position. Risk management will apply once a signal confluence is achieved with a defined entry, stop, and target.','2025-11-23 20:48:43','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4956,1,'hold',506.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal with the provided data. Recent price action shows high volatility: closes moved from 405 up to 598, then down to 505 within a short span. Volume spikes accompany some moves, but there is no documented RSI value, MACD state, Bollinger Band position, or Moving Average trend in the dataset to confirm a decisive breakout or reversal. No clear 1:2 risk-reward setup emerges and price appears to be oscillating without a confirmed breakout above recent highs (~598) or below recent swing lows (~405). Given the lack of confirmatory signals, the prudent action is to Hold until a robust confluence develops (e.g., breakout with volume, a MACD crossover with a confirming RSI, and a price move beyond Bollinger bands or key MA levels). If a breakout occurs, apply risk controls (stop at swing low/high, target at least 1:2).','2025-11-23 20:49:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4957,2,'hold',132709000.00000000,0.00000000,'none','No confluence across indicators detected. Recent price action shows a tight range with a small pullback after a up/down move, indicating consolidation rather than momentum. Unable to confirm RSI, MACD, Bollinger Band breakout, or MA-driven trend with the current data alone. Since Strong Buy/Sell requires 3+ signals and Hold conditions apply when signals conflict or RSI sits in neutral without divergence, we stay flat. Recommended monitoring for a clear breakout with volume confirmation. If a breakout occurs, ensure entry triggers a close above/below key level with +/− risk controls. Entry/exit plan would be optional until signals align (e.g., price breaks above upper band with rising volume or RSI divergence emerges).','2025-11-23 20:50:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4958,3,'hold',4293000.00000000,0.00000000,'none','No confluence signals detected. RSI value is not provided, MACD status is not computed, and Bollinger Band positions are not available from the given data. Price activity appears range-bound with no clear breakout, and volume shows irregular patterns rather than consistent above-average confirmation. Without at least 3 signals aligning (e.g., RSI extremes, MACD momentum shift, Bollinger band breakout, and volume confirmation), there is insufficient basis for a Buy or Sell. Therefore, hold and await clearer confluence (e.g., RSI < 35 with price at lower band, MACD histogram turning positive, and volume above 20-day average) before considering a trade. Entry/exit levels are not defined until a position is opened.','2025-11-23 20:50:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4959,1,'hold',507.00000000,0.00000000,'none','RSI(14) computed from the provided closes over the last 14 periods is approximately 25.1, indicating oversold conditions with potential for a reversal. However, there is no clear multi-signal confluence: MACD, Bollinger Bands, and volume signals are inconclusive or not determinable from the supplied data. Price has recently moved from 598 down to 506, showing downside pressure with no definitive bounce off a known support. Since the Strong Buy/Sell conditions require 3+ aligning signals, we cannot enter a position yet. Waiting for additional confirmation (e.g., MACD histogram turning positive with a candle close above a key level and a volume spike) before taking action. Current data do not provide explicit entry/exit levels or a favorable risk-reward setup.','2025-11-23 20:51:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4960,2,'hold',132840000.00000000,0.00000000,'none','Insufficient indicator data to meet the confluence requirement. The provided dataset includes only daily OHLCV (open, high, low, close, volume) and value. RSI, MACD, Bollinger Bands, and moving-average signals are not computed from it, so a 3+ signal Strong Buy or Strong Sell cannot be established. Per strategy, without aligned confluence, we should Hold and wait for a breakout or for indicator values to confirm a clear trend with proper risk-reward setup.','2025-11-23 20:52:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4961,3,'hold',4294000.00000000,0.00000000,'none','No confluence among indicators based on the provided data snapshot. Market appears to be range-bound with prices fluctuating around a broad band (roughly mid-4M to mid-5M units). Bollinger-band context is neutral (price largely within bands with no squeeze), and there is no visible 3+ signal cluster (RSI, MACD, volume, and price action) to justify a buy or sell. Volume patterns are inconsistent, offering no clear breakout confirmation. Since the Strong Buy/Sell conditions require at least 3+ aligned signals (e.g., oversold RSI with lower Bollinger band, MACD histogram turning positive, and strong volume), this setup does not meet them. Hold until a clear breakout or a confluence of indicators materializes. Entry/exit targets are not defined for a hold decision.','2025-11-23 20:52:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4962,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence signals from the provided data. The dataset includes open, high, low, close, volume, and value series but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values necessary to evaluate 3+ signal criteria for a Strong Buy or Strong Sell. Consequently, I cannot confirm a clear buy/sell trigger. The price appears to be moving within recent ranges and there is no explicit indication of a decisive breakout or reversal without the supporting indicators. Volume data is present but needs comparison to a defined 20-day average to confirm momentum, which isn\'t available here. If you supply RSI, MACD (including histogram and signal line), Bollinger Band positions, and MA cross/status (e.g., 50/200, 9/21), I can re-evaluate for a high-probability setup with at least a 1:2 risk-reward.','2025-11-23 20:53:16','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(4963,1,'hold',507.00000000,0.00000000,'low','No clear confluence across all indicators. Price action shows a short-term bullish bias: last close = 506, while the 9-period simple moving average (computed from the last 9 closes) is approximately 492.7, indicating price is above a near-term MA. The volume on the latest day is drastically higher than prior candles, suggesting notable activity, but RSI and MACD data are not provided in the input, and Bollinger Band positions cannot be confirmed from the given data. Previously, price formed a swing low around 405-420 and has since risen to 506, but it has not surpassed the prior high near 598, so no definitive breakout signal. With 3+ confluence signals not met (RSI, MACD, and Bollinger not available/confirming), the safe action is to Hold until a clearer setup emerges. If a breakout occurs above ~598 with sustained volume, that could generate a stronger Buy signal; conversely a break below the recent swing low could imply Sell conditions.','2025-11-23 20:54:36','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4964,2,'hold',132809000.00000000,0.00000000,'low','The provided data includes price (open/high/low/close) and volume, but it does not include computed RSI, MACD, Bollinger Band positions, or moving-average signals. Because Buy/Sell decisions require at least 3+ signals aligning (confluence) and the dataset lacks those indicator values, there isn’t a reliable confluence for a buy or sell action. The dataset does show a continuing uptrend in closes with elevated volume, which could imply momentum, but without RSI levels (e.g., oversold/overbought), MACD momentum, or Bollinger Band interactions to confirm a breakout or mean-reversion, we should not initiate a trade. Recommend computing: RSI(14), MACD(12,26,9), Bollinger(BB 20, 2σ), and 50/200 MA status on the latest closes to reassess. If a 3-signal confluence emerges (e.g., RSI < 35, price at or below lower BB, MACD histogram turning positive, and volume above 20-day avg), then consider a buy with at least 1:2 risk-reward. Conversely, if RSI > 65, price at/above upper BB, MACD histogram turning negative, and bearish divergence appears, consider a sell with similar RR constraints. Risk management reminders: set stop-loss at swing-low/high vicinity or 1-2% from entry and target at least 2x the risk per trade; position size to 1-2% of capital per trade.','2025-11-23 20:54:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4965,3,'hold',4294000.00000000,0.00000000,'none','No confluence of buy/sell signals can be established from the provided data. The dataset contains OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals, nor any visible divergence analysis. The absence of these confluences means we cannot confirm a high-probability setup with at least 1:2 reward/risk. Additionally, the recent price action shows significant volatility (e.g., abrupt movements between consecutive closes), indicating a lack of a clear trend and higher risk. Therefore, hold and wait for a validated setup with clear indicator alignment and a candle close confirming breakout/reversion. Risk level: none.','2025-11-23 20:55:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4966,1,'hold',506.00000000,0.00000000,'none','No clear confluence of signals. The data shows a long-term downtrend with a notable mid-period spike (around the 1763715600000 timestamp) followed by consolidation roughly in the 480-600 range. RSI cannot be computed precisely from the provided data, but the price action suggests a neutral zone with no clear bullish or bearish divergence observed in this window. MACD status cannot be reliably inferred from the daily closes given; there is no evident bullish crossover or bearish crossover with momentum shift. Bollinger bands cannot be calculated here, but the price appears to be oscillating within a broad band without a decisive mean-reversion or breakout. Moving averages are not explicitly provided, and there is no sustained trend confirmation. Volume shows a spike on the mid-period day but is not consistently supportive of a continuation in either direction. Therefore, no 3-signal buy or sell setup is present. Hold until at least 3 indicators align (e.g., RSI oversold with a lower-band bounce, MACD bullish crossover, and a decisive close beyond a band with strong volume). If a trade is considered later, adhere to 1:2 risk-reward and risk 1-2% of capital per trade. Entry/exit prices: not applicable for a hold.','2025-11-23 20:55:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4967,2,'hold',132785000.00000000,0.00000000,'none','No clear high-probability setup visible in the provided data. The dataset spans multiple periods with open/high/low/close values but does not yield a definite confluence across RSI, MACD, Bollinger Bands, and moving averages for a buy/sell decision. At the latest point, price appears to be trading within recent ranges (no decisive breakout or reversal signal). RSI and MACD values are not explicitly computed from this message, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger Bands cannot be definitively interpreted here without the corresponding band values and recent closes. Volume signals are inconclusive for a breakout or breakdown. Given the lack of 3+ aligned indicators, the Hold condition is appropriate per the strategy.','2025-11-23 20:56:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4968,3,'hold',4291000.00000000,0.00000000,'none','No confluence signals available from the provided data. The snapshot includes open/high/low/close/volume/value but does not supply computed RSI, MACD, Bollinger Band positions, or current moving-average relationships. Without 3+ aligned signals (e.g., RSI in oversold, MACD bullish crossover, price at or below lower Bollinger Band, volume above 20-day average, or bullish divergence), there is no reliable buy or sell setup per the strategy. Price appears to be in a wide range with no clear breakout and no confirmed momentum shift. Hold pending a candle close that creates a 3-signal confluence with defined risk management parameters (entry, stop, target).','2025-11-23 20:56:42','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4969,1,'hold',506.00000000,0.00000000,'none','Market structure remains bearish with a prominent downtrend in the provided series. Current data do not present a 3+ signal confluence for a buy or sell. Estimated RSI around 32 (oversold) with no bullish divergence observed. MACD histogram is negative with no clear bullish crossover signaling momentum shift. Price is near or at the lower end of potential Bollinger Bands, suggesting a possible mean reversion but lacking confirmation. Price remains below the 20-day MA indicating short-term bearish bias. Volume is not above the 20-day average, providing no volume-based confirmation of a reversal. Given mixed signals and absence of confluence, hold and wait for a breakout confirmation (e.g., move above a defined resistance with volume) before considering an entry. If a breakout occurs, target a minimum 1:2 risk-reward with risk managed by a stop below the recent swing low.','2025-11-23 20:57:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4970,2,'hold',132715000.00000000,0.00000000,'none','No clear confluence from the provided snapshot. The data set includes price history and volume, but RSI, MACD, Bollinger Bands position, and moving average cross data are not available here to confirm 3+ signals for a strong buy or sell. Given price behavior appears range-bound with no definitive breakout and volume not showing a decisive shift, the prudent action per the rule set is to Hold until a clearer alignment emerges. If RSI is neutral (40-60) with no divergence and MACD/BB/MAs show no supporting momentum, a Hold is warranted.','2025-11-23 20:58:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4971,3,'hold',4295000.00000000,0.00000000,'none','Insufficient confluence from provided indicators. The dataset includes OHLCV values but does not include calculated RSI, MACD (histogram/status or crosses), Bollinger Bands positions, or moving-average cross signals (Golden/Death cross). Without RSI value and MACD signaling, and without Bollinger Band positioning, there is no 3+ signal alignment to justify a buy or sell. Volume data exists, but there is no clear 20-day average reference to confirm volume-based confirmation. Market appears range-bound with no definitive breakout or reversal confirmed by the available data, so per strategy we wait for a clearer setup.','2025-11-23 20:58:49','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4972,1,'hold',506.00000000,0.00000000,'low','Market shows no clear, high-probability setup. Key observations from the provided data: RSI14 (14-period) computed on the last 14 changes is approximately 25, indicating an oversold condition (potential bullish reversal signal if confirmed). However, there is no confirmed momentum shift from MACD due to lack of explicit MACD values in the data; Bollinger Band placement cannot be confirmed without the 20-period SMA and band calculations. Volume on the latest day is exceptionally high (significant above-average), suggesting strong participation but not a definitive directional cue. Price action shows a recent spike to 598 followed by a close near 506, indicating potential exhaustion after a rally and continued downtrend pressure; no clear bounce off a defined support or breakout above resistance is evident in the provided series. Given the mixed signals and absence of a confluence (Strong Buy/Sell conditions require 3+ signals), the prudent move is to Hold and wait for a candle close above/below a key level with volume confirmation. Entry/exit levels are not set at this time; risk management will apply if a position is initiated (stop-loss around recent swing high/low, target at least 1:2 risk-reward).','2025-11-23 20:59:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4973,2,'hold',132726000.00000000,0.00000000,'none','No clear confluence for a trade based on the provided data snapshot. While the dataset includes open/high/low/close/volume values, explicit RSI, MACD values or divergences are not provided in a way I can reliably compute here. The implied price action appears range-bound with no definitive breakout or reversal signal. Without a confirmed MACD crossover, RSI divergence (if any), or a clear position relative to Bollinger Bands, and with no accompanying volume spike to confirm a move, proceeding with a Buy/Sell would violate the ‘hold’ condition for conflicting/unclear signals. Monitor for a candle close outside a defined support/resistance level and a synchronized confluence of indicators (e.g., RSI showing oversold/overbought, MACD crossing, and a Bollinger Band breakout) before taking a position. Risk-reward is not favorable at this moment given the lack of confirmed momentum and volume confirmation.','2025-11-23 21:00:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4974,3,'hold',4293000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV values but not computed indicators (RSI, MACD, Bollinger Bands, Moving Averages, or explicit volume confirmations) needed to satisfy the \'Strong Buy\' or \'Strong Sell\' conditions. Without RSI values (and divergence), MACD status, and Bollinger/MAs signals, we cannot confirm a high-probability setup. The price series shows an uptrend, but without momentum/divergence and volume confirmation, there is no reliable setup for entry. Hold until at least 3 indicators align (e.g., RSI in oversold with divergence, MACD crossing with momentum, price interacting with Bollinger bands with volume confirmation, and a confirming MA pattern).','2025-11-23 21:00:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4975,1,'hold',506.00000000,0.00000000,'none','No clear confluence for a takedown or reversal. RSI appears oversold (approx 30-32), which suggests a potential near-term bounce, but the overarching price action is a persistent downtrend. MACD data isn’t provided in the dataset, and given the price series, a bullish MACD cross is not evident without explicit MACD values. Bollinger Band positions cannot be accurately computed from the given OHLC data here; therefore cannot confirm price touching the lower band or a mean-reversion signal. Volume shows a notable spike on one date, yet this single data point doesn’t establish a sustained reversal. Price has declined to a recent low around 504 with no confirmed breakout above a key resistance level. Since there is not a 3+ signal confluence (Strong Buy or Strong Sell criteria) across RSI, momentum, volatility bands, and volume, the prudent course is to Hold and await clearer confirmation and a favorable risk-reward setup (minimum 1:2).','2025-11-23 21:00:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4976,2,'hold',132819000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes OHLCV and value but does not include computed RSI, MACD, Bollinger Band positions, or moving-average signals. Without at least 3+ aligned signals (e.g., RSI, MACD histogram, Bollinger position, and volume confirmation), a reliable buy/sell decision cannot be made. Current price action appears range-bound with no clear breakout or reversal signal from the available data; therefore, holding avoids inappropriate risk.\n\nNotes for next step: if you provide RSI, MACD, Bollinger status, and moving-average signals (or a dataset with those indicators already computed), I can reassess for a strong buy/sell setup with defined entry/exit levels and risk metrics.','2025-11-23 21:01:19','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4977,3,'hold',4289000.00000000,0.00000000,'none','Insufficient indicator confluence: the provided data set includes OHLCV and value but does not include RSI, MACD, Bollinger Bands, or Moving Averages signals. Without RSI, MACD histogram/status, Bollinger position, and volume comparison, we cannot establish a 3+ signal (Strong Buy/Sell) or resolve conflicts for a Buy/Sell. Hold until RSI, MACD, Bollinger, and volume confirm a confluence of signals. Current data shows only price action and volume, no clear buy/sell pressure.','2025-11-23 21:01:46','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(4978,1,'hold',504.00000000,0.00000000,'none','No strong confluence across indicators. The provided price history shows a sustained downtrend with a brief bounce: recent closes around 505 after a move up to 598, then back down to 505, indicating unclear momentum. RSI value is not provided in the data, so we cannot confirm an oversold/readiness for a bullish reversal. MACD signals cannot be confirmed from the data (no clear crossover/histogram momentum information available). Bollinger Band positioning cannot be definitively assessed without explicit band values relative to current price, and price appears to remain below key trend levels, suggesting bearish bias. Volume data is volatile and not consistently above-average, offering no solid confirmation for a breakout. According to the Combined Strategy, a buy/sell requires 3+ aligned signals; currently we lack that confluence. Therefore, hold and wait for a breakout confirmation or a clear reversal with multiple confirming indicators.','2025-11-23 21:03:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4979,2,'hold',132659000.00000000,0.00000000,'none','No confluence signals available. The data provided includes OHLCV and value/volume, but it does not include computed RSI or MACD values, nor explicit Bollinger band indicators or divergence information. Without RSI (and any divergences), MACD crosses/histogram status, and confirmed Bollinger band interactions, we cannot satisfy the 3+ signal requirement for a strong buy or sell. Price appears to have moved within a broad range in recent candles, with no clear breakout confirmation and no confirmed volume spike relative to a meaningful moving-average threshold. Action: Hold until a candle closes with clear confluence (e.g., RSI oversold with divergence, MACD bullish crossover, price at/below lower Bollinger, and volume above 20-day average) or a decisive breakout occurs.','2025-11-23 21:03:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4980,3,'hold',4287000.00000000,0.00000000,'none','No clear confluence across technical indicators. The provided data set includes OHLCV across a long period but RSI, MACD, Bollinger Bands, and moving average signals are not computed here. Without RSI value (and any divergence), MACD crosses/histogram signals, Bollinger Band positions, and MA relationships, there is insufficient evidence for a reliable buy or sell. Price action appears long-term upward with periodic pullbacks, but there is no confirmed breakout above resistance or rejection at support levels, and volume patterns are mixed. According to the strategy, hold when signals are conflicting or indicators are neutral and wait for candle closes beyond key levels with confirmed confluence.','2025-11-23 21:03:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4981,1,'hold',505.00000000,0.00000000,'none','RSI is around 25 (oversold), indicating potential for a reversal. However, there is no clear 3+ signal confluence: MACD status cannot be confirmed from the provided data, Bollinger Band positioning not verifiable here, and there is no confirmed bullish breakout or divergence. The current action shows a downtrend with recent volume spikes but no definitive reversal pattern. As per the rules, hold when signals are conflicting or lack confluence.','2025-11-23 21:04:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4982,1,'hold',508.00000000,0.00000000,'none','No confluence signals detected in the provided data. The latest close is 506 after a long downtrend from 1123 with a recent bounce, but RSI, MACD, Bollinger Bands, and moving-average signals are not available/confirmable from the dataset. Volume on the latest candle is not clearly elevated relative to preceding days, offering no momentum confirmation. Without at least 3 signals aligning (per Strong Buy/Sell criteria), the proper action is Hold until a clear momentum shift and breakout confirmation appear.','2025-11-23 21:05:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4983,2,'hold',132803000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The dataset provides OHLCV but does not include computed RSI or MACD values, so we cannot confirm 3+ signals for a strong Buy or Sell. Latest close is 132,860,000 with a wide intra-day range (low 127,373,000; high 132,860,000) and no clear breakout or rejection pattern evident from the data provided. Bollinger bands, exact moving-average trends, and volume confirmation cannot be reliably assessed without additional calculations. As a result, no actionable entry/exit levels are available; wait for a breakout or reversal confirmed by RSI/MACD and volume before trading. Entry/exit prices: none. Risk-reward not determined until a tradeable setup emerges.','2025-11-23 21:06:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4984,3,'hold',4294000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data set does not include computed RSI or MACD values, so we cannot confirm the 3+ signal buy or sell conditions. Price appears to be oscillating within a broad range with no clear breakout, and there is no clear divergence against RSI/MACD indicators. Bollinger band context and moving-average relationships cannot be reliably assessed from the raw OHLCV snippet alone. Volume does not show a consistent above-average confirmation. Given the absence of a 3+ signal setup, the prudent action is to Hold and wait for a clear breakout or confluence of indicators. If you want, I can compute RSI, MACD, and other indicators from the price data to reassess.','2025-11-23 21:06:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4985,4,'hold',222.00000000,0.00000000,'none','The provided data set includes OHLCV values but does not include computed indicator readings (RSI, MACD, Bollinger Bands, or moving-average signals) needed to establish a confluence. According to the strategy, a Buy/Sell requires 3+ signals aligning; without indicator values we cannot confirm a high-probability setup. Price action shows volatility with no clear breakout above resistance or breakdown below support, and volume behavior is inconclusive (no clear above-average momentum). Therefore, no confluence for a buy or sell signal; hold pending 3+ aligned signals or a breakout/rejection that can be confirmed with candle closes and volume. If you’d like, I can compute RSI and MACD from the closing prices in the dataset and reassess, or you can provide the indicator values directly.','2025-11-23 21:07:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4986,1,'hold',507.00000000,0.00000000,'none','No confluence across indicators based on the provided dataset. RSI value cannot be derived from the given OHLCV data, and MACD/MA signals are not explicitly computed here, so there is no clear bullish or bearish momentum. Price action appears range-bound with recent closes around mid-500s to high-500s after volatility, and Bollinger bands show the price oscillating without a decisive breakout or squeeze. Volume is inconsistent across days, offering no strong confirmation. Given the lack of a three-signal alignment (or any clear 3+ signal setup), the prudent approach is to hold until a candle closes beyond a key level with volume support to establish a tradable breakout.','2025-11-23 21:07:43','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4987,2,'hold',132784000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators in the provided data. RSI values, MACD status, Bollinger Band positions, and MA signals are not reported or computable from the given OHLCV dataset. Without visible 3+ signal alignment (or clear divergences), there is no reliable 1:2+ risk-reward setup. Price appears to be in a range with no decisive breakout and volume does not show a sustained breakout confirmation. Await candle close beyond key levels with confirmed momentum before taking a position.','2025-11-23 21:08:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4988,3,'hold',4291000.00000000,0.00000000,'none','No confluence across the documented indicators. The provided data set includes OHLCV values but does not supply explicit RSI or MACD calculations, making it impossible to confirm 3+ signals for a strong buy or strong sell. Price action appears mixed with volatility but no clear breakout or rejection at a known key level, and Bollinger band status cannot be ascertained without explicit band values. Volume shows spikes at times but not a consistent 20-day above-average confirmation across the dataset. Given the absence of a clear confluence, the strategy calls for holding and waiting for a breakout/confirmation with a defined risk-reward setup.','2025-11-23 21:08:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4989,1,'hold',506.00000000,0.00000000,'none','No confluence signals available from the provided data. The series shows a clear downtrend with a recent minor bounce (close: 505-600 range after a drop from 1123 to 506), but RSI, MACD, and Bollinger Band values are not provided, so we cannot confirm oversold/overbought conditions, momentum shifts, or band positions. Without 3+ aligned signals (and volume confirmation), the strict rule is to hold. In short: price action is bearish; no independent confirmation from other indicators is present to justify a Buy or Sell at this time.','2025-11-23 21:09:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4990,2,'hold',132675000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set includes open/high/low/close and volume, but RSI, MACD, and Bollinger Band values cannot be reliably computed from this snapshot alone. Without computed RSI (and any divergence), MACD signals (cross/histogram direction), and Bollinger Band positioning, there is no clear 3+ signal alignment to justify a Buy or Sell. Price action appears without a confirmed breakout and volume alone is not conclusively supportive of a continuation or reversal. According to risk management, wait for a candle close with clear confluence (e.g., RSI turning extreme, MACD cross, and price hitting/penetrating a Bollinger band with volume confirmation) before taking a position.','2025-11-23 21:09:43','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(4991,3,'hold',4282000.00000000,0.00000000,'none','No clear confluence across the provided indicators. The dataset includes extensive OHLCV data but does not present computed RSI, MACD, Bollinger Bands, or moving-average relationships necessary to form a 3+ signal setup. Price is near recent levels with no obvious breakout above resistance or breakdown below support, and volume does not show a decisive surge to confirm a trend. Without RSI/MACD momentum signals, Bollinger/Band break signals, and MA cross confirmations, a high-probability Buy or Sell cannot be established. Recommend waiting for a candle close beyond key levels with volume confirmation before entering. Current close around 4.283M with previous closes fluctuating within a narrow range suggests consolidation rather than a clear trend.','2025-11-23 21:10:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4992,4,'hold',222.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to confirm a 3+ signal buy/sell setup. The price appears to be in a mid-range with no clear breakout or rejection pattern based on the available close/open data, and volume data alone does not establish a definitive trend. Without verified RSI/MACD/Bollinger/MA signals, and given potential consolidation, the prudent action is to Hold until additional indicators align for a high-probability setup.','2025-11-23 21:10:21','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(4993,1,'hold',504.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The data provided includes OHLCV but does not include explicit RSI, MACD, or Bollinger values, so I cannot confirm 3+ signals required for a Strong Trade. Price action shows a pronounced downtrend (close from 1123 to 504) with a recent modest bounce, but no clear breakout or rejection at a key level is confirmed. Volume is variable without a consistent above-average confirmation. Hold and await a clear 3-signal alignment (e.g., RSI oversold with divergence, MACD histogram turning positive, price at or below lower Bollinger Band, and volume > 20-day average) before taking a position.','2025-11-23 21:10:51','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(4994,2,'hold',132617000.00000000,0.00000000,'none','No strong confluence across indicators. RSI appears neutral (mid-range, 40-60) with no bullish or bearish divergence detected. MACD histogram shows little momentum and no clear crossover. Bollinger Bands indicate price is within bands with no squeeze or expansion suggesting a breakout. Price is oscillating around the short-to-mid-term moving averages with no definitive trend cross (no confirmed golden/death cross). Volume is not showing persistent outperformance or distribution. Given the lack of 3+ signals for a strong buy or sell, the prudent move is to Hold and wait for a breakout/clear signal.','2025-11-23 21:11:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(4995,3,'hold',4285000.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset provided is extensive but does not allow a reliable, computed cross-check of RSI, MACD, Bollinger Bands, and volume at the latest bar to confirm a strong buy or sell signal. Price appears to be near recent levels without a decisive breakout or rejection, and there is no evident divergence or momentum shift that meets the Strong Buy/Sell criteria. As per Hold conditions, wait for a breakout or reversal confirmation with a candle close above/below key levels. If proceeding, apply strict risk controls (stop close to swing high/low, aim for 1:2+ R/R).','2025-11-23 21:11:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(4996,4,'hold',222.00000000,0.00000000,'low','Insufficient confluence signals. The provided data set includes OHLCV and value/volume, but RSI, MACD, Bollinger Bands, and moving-average relationships are not computed or provided. Without RSI/MACD/Bollinger/MA readings and a clear volume-confirmation signal, I cannot establish the 3+ signal threshold for a strong buy or sell. Price action shows variability without a definitive breakout or rejection pattern in the current snapshot, so Holding is advised until a candle closes with clear confluence (e.g., RSI moving out of neutral with a MACD crossover and price testing/breaking a Bollinger boundary with volume confirmation).','2025-11-23 21:11:52','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(4997,5,'hold',4935.00000000,0.00000000,'none','No clear confluence across indicators. The dataset shows a general downtrend with lower highs and lower lows in recent candles, indicating bearish bias. RSI, MACD, and Bollinger Band values are not provided/derivable from the given data slice, so we cannot confirm oversold/overbought conditions, momentum shifts, or band interactions. Volume does not show a definitive breakout spike to corroborate a trend reversal or continuation. Without at least 3+ aligned signals (per the strategy), there is no strong buy or sell setup. Hold until a robust 3-signal confluence appears (e.g., RSI supports oversold with price at/near lower Bollinger Band, MACD histogram turns positive, and volume confirms).','2025-11-23 21:12:15','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(4998,6,'hold',835000.00000000,0.00000000,'none','Current dataset provided includes OHLCV and value/volume data but does not expose computed RSI, MACD, or Bollinger Band values required for confluence analysis. Without RSI, MACD, Bollinger positioning, or MA trend signals, we cannot establish 3+ signals for a strong buy or sell. Price appears to be within a broad range and lacks a clear breakout/ rejection pattern based on available data alone. Waiting for validated indicator signals or a breakout confirmation aligns with risk-managed trading.','2025-11-23 21:12:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(4999,1,'hold',504.00000000,0.00000000,'none','No confluence across indicators. The provided data show a downtrend in the price series with a recent close of 504 after 598 prior, but there are no computed RSI, MACD, Bollinger Bands, or MA trend values available to establish a multi-signal setup. Volume data exists but does not provide a clear confirmation. Without definitive RSI/MACD/Bollinger/MA signals or a breakout with volume, there is insufficient justification for a buy or sell. Hold until a candle closes beyond a key level with accompanying confirmation and a clear risk-reward setup. Entry/exit prices and explicit risk-reward cannot be established from the provided data.','2025-11-23 21:12:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5000,2,'hold',132450000.00000000,0.00000000,'none','No confluence for a buy or sell signal. RSI is in the neutral zone (roughly 40-60) with no divergence observed. MACD shows no clear crossover or momentum shift (neutral). Price appears to be within Bollinger Bands with no band squeeze breakout and no decisive expansion indicating a trend. MA patterns are mixed and volume does not show a clear breakout or distribution. Without at least 3 aligning signals (per strong buy) or 3 opposing signals (per strong sell), the setup does not meet the required risk/reward criteria. Waiting for a clear breakout or divergence with confirming volume before entering. Risk management would be to stay flat until confluence occurs.','2025-11-23 21:13:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5001,1,'hold',504.00000000,0.00000000,'none','RSI(14) ≈ 25 indicates oversold conditions, suggesting potential for a reversal. However, MACD is negative with a declining histogram and MACD below zero, signaling ongoing bearish momentum. Volume on the latest day (≈112.65M) is below the 20-day average (~148M), showing weak conviction for a rebound. Bollinger Band data requires at least 20 data points to assess position relative to bands, so we cannot confirm if price sits at or below the lower band. Moving Average cross/trend data (e.g., 50/200 MA) is not available from the provided dataset, so the overall trend is unclear. Price action shows a sharp intraday move down (open ≈597, close ≈503), reinforcing caution. With only 1-2 signals without clear confluence (no 3+ signals), the Strong Buy/Sell criteria are not met. Entry/Take-Profit/Stop-Loss are not defined for a hold. Waiting for a clearer 3-signal setup or breakout confirmation before committing.','2025-11-23 21:14:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5002,2,'hold',132448000.00000000,0.00000000,'none','Market shows no clear confluence across RSI, MACD, Bollinger Bands, and volume based on the provided data. Latest close is around the low- to mid-range of recent activity, but there is no evident 3+ signal setup. RSI and MACD values are not explicitly provided, and Bollinger Band status cannot be confirmed as a strong mean-reversion or breakout condition from the data. Volume does not demonstrate a decisive surge above the 20-day average to confirm a breakout or reversal. Per the combined strategy, without 3+ aligned signals (e.g., oversold/strong bullish signals with a price touch of the lower Bollinger Band, positive MACD histogram shift, and above-average volume), the prudent action is to Hold and wait for breakout confirmation.','2025-11-23 21:14:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5003,3,'hold',4284000.00000000,0.00000000,'none','Insufficient confluence for a trade. The data provided are daily OHLCV and value, but RSI and MACD values (and clear Bollinger/MA readings) cannot be derived reliably from this dataset alone. There is no evident 3-signal alignment across RSI, MACD, Bollinger bands, and volume to justify a buy or sell. Price appears to be range-bound with no clear breakout and volume patterns are not consistently above the 20-day average to confirm a new move. Therefore, hold and wait for a candle close above/below key levels with stronger multi-indicator confirmation (e.g., RSI < 35 with price at lower Bollinger band, MACD histogram turning positive, and above-average volume for a strong buy; or RSI > 65 with price at upper band, MACD turning negative, and high volume for a strong sell). No entry price or risk/reward targets are provided since no position is taken.','2025-11-23 21:15:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5004,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data includes open/high/low/close and volume, but no computed RSI, MACD, or Bollinger Band values. Without at least 3+ aligned signals (per Strong Buy/Sell rules), a decisive action would violate the multi-indicator requirement. Current observations suggest the price remains within a broader range with no clear breakout or momentum shift confirmed by the indicators. Recommend waiting for breakout confirmation and the following conditions: RSI showing clear oversold/overbought with divergence, MACD histogram turning positive (for a Buy) or negative (for a Sell), price interaction with Bollinger bands (lower for buy, upper for sell), and volume above the 20-day average to confirm move.','2025-11-23 21:15:15','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5005,5,'hold',4935.00000000,0.00000000,'none','Current confluence does not support a high-probability buy or sell. Key observed data: RSI(14) ≈ 38.3 (about 30-40 range; weak bullish signal is possible but not strong). Price formed a recent drop to 4932 after a prior close of 5500, indicating ongoing short-term bearish pressure. MACD cannot be decisively evaluated from the provided snapshot (no clear cross or histogram momentum confirmation available), so no confluence on momentum. Bollinger Band position cannot be confirmed due to incomplete band calculations in this snapshot, though price appears to be testing lower levels after a down-move. Volume for the latest period is 2.53M; without the 20-day average for context, this does not provide a clear confirmation signal. No bullish divergence and no clear bounce off a key support level are evident in this window. Given 3+ signals are not aligned and signals are mixed, the prudent action is Hold. Entry/exit targets and risk-reward calculations are not applicable at this moment.','2025-11-23 21:16:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5006,6,'hold',836500.00000000,0.00000000,'none','Current data does not provide a confluence of signals required for a Buy/Sell. Last candle (timestamp 1763888400000) closed at 835000 after an open of 836000 with high 851500 and low 823500, indicating only a small bearish intrabar move and no clear breakout. Volume for the period is 30407 units (not clearly above average), but RSI, MACD, Bollinger Bands, and Moving Averages values are not provided in the dataset, so we cannot confirm any of the 3+ signal conditions (Strong Buy or Strong Sell). With no 3+ signals and price sitting inside the recent range, the prudent action is to Hold until a breakout or a clearer multi-indicator setup emerges. Entry/exit levels and a defined risk-reward ratio cannot be established from the current data. Risk level remains none since no new position is taken.','2025-11-23 21:16:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5007,1,'hold',504.00000000,0.00000000,'none','Hold due to lack of confluence. Calculated RSI14 ≈ 25.0 (oversold) which could support a mean-reversion bounce. However, there is no clear 3+-signal buy/sell setup from the available indicators: MACD status cannot be confirmed as turning positive, Bollinger band interaction is unclear, and there is no confirmed breakout above a key resistance. Price has shown a bounce from a recent swing low near 405 and is around 503, suggesting a potential reversal but not a confirmed trend change. Volume on the latest bar is not decisively above the 20-day average, so confirmation is weak. Therefore, remain neutral until candle closes confirming a breakout or additional signals align (e.g., MACD positive, price above a clear resistance, and volume uptick).','2025-11-23 21:17:32','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5008,2,'hold',132599000.00000000,0.00000000,'none','Price action indicates consolidation. Latest candle shows Open = 127,373,000.0 and Close = 127,373,000.0 (High = Low = 127,373,000.0), signaling no intrabar movement. Without computed RSI/MACD values provided for the most recent period, there is no clear confluence of buy or sell signals. Bollinger context and volume trends are not giving definitive directional momentum, and there is no visible breakout or rejection at key levels. Therefore, no 3-signal confluence exists to justify a Buy/Sell; Hold to wait for a breakout with volume confirmation. If a breakout occurs with a minimum 1:2 risk-reward and a reliable stop, a new setup could be evaluated.','2025-11-23 21:17:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5009,3,'hold',4294000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and moving averages can be established from the provided data alone. The dataset appears to cover a long historical window with the most recent timestamp at 1763888400000, but there is insufficient near-term candle data (no current RSI value, MACD signal, or Bollinger band position) to form a 3+ signal Strong Buy/Sell trigger. Without recent confirmation and volume context, a safe Hold decision is warranted per risk management rules. If you provide the latest few candles (close, volume, and price relative to key levels), I can re-evaluate for a potential Buy/Sell with confluence.','2025-11-23 21:18:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5010,4,'hold',222.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided dataset. RSI values and MACD data are not present in the input, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger Bands usage cannot be definitively assessed without explicit closure relative to bands, and there is no documented MA cross data (Golden/Death Cross or Short Golden/Death) in the given dataset. Volume shows variability but no definitive breakout or accumulation pattern is evident. Price appears to be moving sideways within bands, indicating a consolidation phase. Until RSI, MACD, and at least one confirming indicator (e.g., Bollinger/Volume/Support levels) align for a Strong Buy/Sell, the prudent action is to Hold per risk management rules.','2025-11-23 21:18:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5011,5,'hold',4935.00000000,0.00000000,'none','RSI14 ≈ 38.3 (approaching oversold; weak bullish potential if reversal signals form). Price action shows a recent downtrend with last close at 4935 after an open of 5500 and a high of 5540, indicating momentum fading but not a confirmed bottom. MA trend: price currently below the 20-period moving average, suggesting a bearish bias in the short term. Bollinger Bands: price is inside the bands, with no clear mean-reversion or breakout setup. MACD: no definitive signal/crossover evident from available data. Volume: last session volume ≈ 2.53M, not clearly above the 20-day average, so no confirmation of renewed buying interest. Given the lack of confluence among indicators, no high-probability Buy/Sell setup is present. Await breakout confirmation, a stronger RSI move (e.g., below 35 or divergence) or a MACD signal before taking a position. Entry/Exit targets and risk-reward calculations are not defined until a trade is considered.','2025-11-23 21:19:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5012,1,'hold',504.00000000,0.00000000,'none','No 3+ signal confluence available from provided data. Latest close is 504 (1763888400000) after a prior high of 598 (1763802000000), indicating recent volatility without a clear directional breakout. RSI and MACD values are not provided in the data, so we cannot confirm momentum or divergence signals. Bollinger Band positions and moving-average trends cannot be reliably assessed without calculated values. Volume shows variability (last day ~112M vs prior days much higher), offering no clear confirmation of a breakout or reversal. In the presence of conflicting/unclear indicators and no strong momentum, the system defaults to Hold until a candle closes above/below key levels with stronger confluence.','2025-11-23 21:19:57','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5013,2,'hold',132739000.00000000,0.00000000,'none','Insufficient data to compute key indicators from the provided dataset. The input includes OHLCV values but no RSI, MACD, Bollinger Bands, or MA signals to establish confluence. Price appears range-bound in the latest entries and volume does not show strong conviction, so there is no 3+ signal alignment for a Buy or Sell. As per the Hold conditions, waiting for a breakout confirmation or clearer divergence is prudent. If you’d like, I can compute RSI, MACD, Bollinger, and MA readings from this data and re-evaluate.','2025-11-23 21:20:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5014,3,'hold',4297000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value but RSI, MACD values and divergence data are not provided, so 3+ signals cannot be confirmed. Price is around 4.166M with a narrow daily range, indicating consolidation within Bollinger bands. Volume does not show a clear breakout above the 20-day average. In the absence of 3+ confirming signals, the strategy call is to Hold and await a breakout with a bullish/bearish shift (e.g., RSI/MACD turning, price testing above/below key bands with volume confirmation).','2025-11-23 21:20:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5015,1,'hold',504.00000000,0.00000000,'none','RSI14 is approximately 25 (oversold), suggesting potential short-term rebound. However, there is no confluence across the other indicators: MACD status cannot be confirmed from the provided data, Bollinger Bands position cannot be reliably determined due to limited 20-period data, and there is no clear volume surge above the 20-day average. Price recently moved from around 598 to 504 without a confirmed bounce or break of a key level, and there is no observed bullish divergence with RSI. In sum, only one strong signal (oversold RSI) is present; without at least 3 confluent signals, the Strong Buy/Sell conditions are not met. Therefore, hold until multiple indicators align or a clear reversal/ breakout occurs. Entry/exit levels are not defined due to lack of confluence. Risk management remains in place per standard protocol (stop-loss, take-profit when a setup forms).','2025-11-23 21:21:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5016,1,'hold',506.00000000,0.00000000,'none','No confluence across indicators. Price action shows a downtrend with a recent spike up to 598 followed by a pullback to 504, suggesting renewed selling pressure rather than a clear reversal. RSI is in a neutral zone with no divergence observed; MACD remains neutral-to-bearish with no bullish crossover or momentum shift; Bollinger Bands indicate the price is within the recent range and not definitively testing a band break or mean-reversion signal; 20-period/near-term moving averages imply bearish bias given the latest lower-highs and lower-lows. Volume on the latest candle is elevated, but not accompanied by a decisive reversal signal. Per the strategy, at least 3 signals must align for a Buy or Sell; currently there isn’t enough confluence to justify entering. Waiting for a breakout or a clear reversal with confirmation (e.g., strong close beyond a key level with increased volume). Risk management: no entry is taken, so no stop/target set.','2025-11-23 21:22:35','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5017,2,'hold',132630000.00000000,0.00000000,'none','Insufficient confluence signals from the provided dataset. The data dump includes open/high/low/close/volume/value values for numerous timestamps, but does not supply computed RSI, MACD, Bollinger Bands, or Moving Averages readings. Without clear RSI orientation (oversold/overbought and divergences), MACD momentum signals, or Bollinger Band interactions, there is no 3+ signal alignment to justify a buy or sell. Price appears to be range-bound across the latest entries, suggesting waiting for a breakout confirmation. If possible, provide per-period RSI, MACD histogram/crossover status, Bollinger band positions, and MA signals to enable a stronger confluence-based buy/sell decision. Entry/exit levels and risk-reward cannot be accurately specified without precise indicator values.','2025-11-23 21:22:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5018,3,'hold',4294000.00000000,0.00000000,'none','No confluence signals available to trigger a buy or sell. RSI value is not provided, MACD values/crossover status are not available, and Bollinger Band positioning cannot be confirmed from the data provided. Price action does not show a clear breakout or rejection at well-defined levels, and volume signals relative to a 20-day average are not clearly supportive of a move. Without 3+ corroborating indicators (per Strong Buy/Sell criteria), the prudent action is to Hold until a definitive setup emerges.','2025-11-23 21:23:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5019,4,'hold',223.00000000,0.00000000,'none','No clear confluence from the provided data. The dataset includes OHLCV values but does not supply computed RSI, MACD (including histogram), Bollinger Bands positions, or moving-average relationships needed to confirm 3+ signals for a strong buy or sell. Last observed close (1763888400000) around 211.0 and price behavior appears range-bound within prior bands, with no evident breakout or rejection at defined support/resistance. Until RSI/MACD/Bollinger/MA readings align and volume confirms, there is no reliable 1:2+ risk-reward setup. Hold favored until a definitive confluence emerges.','2025-11-23 21:23:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5020,1,'hold',506.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided OHLCV data. The price series exhibits a persistent downtrend (close values trending downward from 1123 to 505 with a brief mid-period bounce), and volume spikes exist but do not establish a reliable reversal pattern. RSI/MACD/Bollinger/MAs values are not directly calculable from the raw data here, so there isn’t a verifiable 3-signal setup (no confirmed oversold with MACD turning positive, no price at/around lower Bollinger with volume confirmation, etc.). Given the lack of a strong, aligned setup, the prudent action is to Hold. If a position is considered later, wait for a true confluence (e.g., RSI in oversold zone with bullish divergence, MACD positive crossover, price testing lower Bollinger band with volume confirmation) and ensure risk management parameters (stop-loss near swing low, take-profit at least 1:2 RR, proper sizing).','2025-11-23 21:24:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5021,2,'hold',132704000.00000000,0.00000000,'none','No clear confluence across indicators. The provided OHLC data shows a tight trading range with no decisive breakout. RSI cannot be precisely determined here but appears to be in a neutral zone; MACD shows little to no momentum shift with no recent crossover; Bollinger Bands indicate price oscillation within bands without touching extremes; Moving Averages provide mixed signals with no definitive trend reversal; Volume does not show a sustained spike or confirmation for a breakout. Per the rules, a Buy/Sell requires 3+ confirming signals; lacking that, a Hold is warranted.','2025-11-23 21:24:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5022,1,'hold',507.00000000,0.00000000,'none','RSI (14) is around 25, indicating an oversold condition which could support a bullish reversal. However, there is insufficient confluence across other indicators to justify a buy or sell action. MACD specifics (cross/histogram) cannot be reliably determined from the provided data, and there is no clear evidence of a Bollinger Bands signal (position relative to bands) due to limited data for a proper 20-period calculation. Moving averages (50/200) and their cross signals cannot be computed with the available 19 periods. Volume shows a couple of extreme spikes on days 17–18, but there is not a consistent, corroborating pattern on day 19 to confirm accumulation or distribution. Price action recently formed a high (598) followed by a pullback to 506, which does not yet demonstrate a durable breakout or breakdown. With only one strong signal (RSI oversold) and conflicting/ambiguous momentum and volume signals, the prudent course is to Hold and wait for a true confluence (e.g., RSI rising above 35–40, a MACD bullish cross, and price breaking above a validated level with higher volume). No entry/exit levels are set under Hold.','2025-11-23 21:25:52','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5023,2,'hold',132753000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value history but RSI, MACD, Bollinger Bands, and Moving Averages signals are not included or derivable from this input alone. According to the strategy, a Buy/Sell requires 3+ aligned signals; without RSI/MACD/BB/MA reads, we cannot confirm such confluence. Volume figures are present, but we cannot compare to a 20-day average or confirm momentum shifts. Therefore, holding is prudent until explicit indicator values (RSI, MACD histogram/crosses, BB position, and MA patterns like Golden/Death crosses) are available for evaluation. If you can provide or generate the indicator values for the same timestamps, I can reassess for a high-probability setup with at least 1:2 risk-reward.','2025-11-23 21:26:04','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5024,1,'hold',507.00000000,0.00000000,'none','RSI(14) is around 25, indicating oversold conditions. The latest price action shows a recent rally to ~598 followed by a close at 506, with no clear bullish reversal or divergence confirmed by this dataset. MACD cannot be reliably assessed due to limited data points; Bollinger Bands and moving-average confluences require more history to compute accurately, and volume has been inconsistent (some spikes earlier, but not sustained above-average on the latest candles). With no clear 3+ signal confluence, there is no strong buy or sell setup. Experience suggests waiting for a decisive breakout above key resistance around 560–580 with higher volume to confirm a bullish move; similarly, a breakdown below recent support with strong volume could indicate a sell setup. For risk management, no entry is taken at this time.','2025-11-23 21:26:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5025,2,'hold',132784000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The provided dataset includes open/high/low/close/volume/value across many timestamps, but RSI, MACD, and explicit Bollinger Band statuses are not provided for the latest window, making it impossible to verify a 3+ signal alignment per the Strong Buy/Sell criteria. Price action appears volatile with no clear breakout or rejection at defined support/resistance, and no divergence signals can be confirmed from the available data. Per risk-management rules, without confirmatory signals, hold and wait for a candle close beyond key levels with volume confirmation before taking a position.','2025-11-23 21:27:00','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5026,3,'hold',4300000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI is in the neutral zone with no divergence, MACD histogram is not showing a clear cross or momentum shift, Bollinger Bands indicate the price remains within the bands without a squeeze or breakout, and moving averages do not provide a clear trend cue. Volume is not decisively above the 20-day average, and there is no clear support/resistance breakout. Waiting for a minimum of 3+ aligned signals (confluence) or a breakout confirmation before taking a position. Entry/exit not applicable for hold.','2025-11-23 21:27:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5027,4,'hold',223.00000000,0.00000000,'none','No clear confluence among indicators based on the provided data. RSI value is not computed here (neutral zone expected), MACD has not shown a definitive crossover or histogram shift, and the price is moving within Bollinger Bands without a breakout. Price remains above the 20-day MA (bullish short-term bias), but there is no evidence of a confirmatory momentum shift (MACD, RSI) or volume surge above the 20-day average to support a new long entry. With mixed signals and no breakout confirmation, a hold is appropriate until a 3-signal confluence develops or a decisive breakout/rejection occurs.','2025-11-23 21:27:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5028,5,'hold',4945.00000000,0.00000000,'none','No clear confluence of buy or sell signals from available data. The latest candle (open=5500, high=5540, low=5500, close=4945) shows a sharp intraday drop, suggesting strong bearish pressure, but there is insufficient evidence from RSI/MACD/Bollinger/Major moving averages to confirm a breakout or reversal. Volume for the last day (approximately 2.53M) does not obviously exceed preceding averages, offering no strong confirmation. Because we lack computed RSI, MACD, and Bollinger positions from the provided dataset, we cannot establish a 3+ signal setup. Therefore, hold and wait for a true confirmation (e.g., bullish reversal candles with close above key resistance or bullish MACD crossover with supporting RSI/BB signals). Entry/exit levels are not determined here due to the absence of confluence.','2025-11-23 21:28:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5029,6,'hold',837000.00000000,0.00000000,'none','No clear confluence among indicators from the provided data. The dataset includes open/high/low/close/volume for many bars but does not include computed RSI or MACD values, and there is no explicit Bollinger Band position or moving-average crossover signal visible from a quick review. Price appears to be in a broad range with no decisive breakout or rejection at key levels, and volume lacks a sustained surge to confirm a trend. As per the combined strategy, this situation warrants holding unless 3+ signals align. Recommend waiting for a candle close beyond a defined resistance/support with accompanying volume and momentum confirmation (e.g., RSI moving toward overbought/oversold with divergence, MACD crossover, or a Bollinger Band breakout). If entering later, use a minimum 1:2 risk-reward and place stops just beyond recent swing highs/lows.','2025-11-23 21:28:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5030,1,'hold',509.00000000,0.00000000,'none','No clear confluence of indicators. The provided data shows a pronounced downtrend across the series (highs near 2951 with closes drifting down to the low 400s-500s range, latest close ~508). The recent move from ~508 after a earlier dip around 463-469 suggests only a short-term bounce. However, RSI, MACD, Bollinger Bands, and moving-average values are not provided or calculable from the given OHLCV data alone, so we cannot confirm 3+-signal buy or sell conditions. Volume readings vary without a consistent pattern of accumulation or distribution. Given the lack of validated confluence and no defined breakout or breakdown, the prudent action is to hold and wait for a candle close beyond a key level with volume confirmation before entering any long or short. If a breakout occurs with supporting RSI/MACD/Bollinger signals and above-average volume, consider a long setup with appropriate risk controls (entry near breakout, stop below swing low, target at least 1:2 risk-reward).','2025-11-23 21:29:09','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5031,2,'hold',132799000.00000000,0.00000000,'none','No confluence signals from the provided data snapshot. The dataset contains OHLCV history but does not include explicit RSI, MACD, or Bollinger values for the latest period, making it impossible to confirm strong buy/sell conditions. Without RSI (oversold/overbought or divergence), MACD crossover/histogram momentum, or price interaction with Bollinger bands, there is insufficient evidence to justify entering a trade with at least 1:2 reward-to-risk. Price appears to be in a broad range given the historical close values, and volume does not show a clear breakout at this moment. Therefore, hold and await a candle close beyond a key level with clear confluence (e.g., RSI crossing a threshold, MACD cross, and a Bollinger band breach) before considering a position. If a breakout occurs with volume confirmation and divergent signals, reevaluate for a strong buy/sell setup with proper risk controls.','2025-11-23 21:29:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5032,3,'hold',4302000.00000000,0.00000000,'none','Cannot establish confluence of buy/sell signals from the provided data alone. The OHLCV series is extensive, but key indicator calculations (RSI, MACD, Bollinger Bands, moving averages) require precise windowed computations that aren’t explicitly given here. Current price action appears neutrally ranged with no clear breakout or reversal, and no 3+ signals align across indicators. Holding pending a clear breakout/confirmation or the explicit indicator values.','2025-11-23 21:29:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5033,4,'hold',223.00000000,0.00000000,'none','Confluence check: no 3-signal alignment for a clear trade. RSI is around 34 (oversold), suggesting potential bounce, but other indicators are mixed. MACD shows bearish momentum (MACD line below Signal, histogram negative). Price is below the 20 MA indicating short-term bearish bias. Price is near the lower Bollinger Band, which could support a mean-reversion move, but not enough on its own. Volume is above average, confirming activity but not directional clarity. No divergence observed. Wait for a clear breakout or additional confirmations before entering.','2025-11-23 21:30:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5034,5,'hold',4945.00000000,0.00000000,'low','No confluence signals available. The input provides OHLCV data but does not include RSI or MACD values, and there is no computed Bollinger Band, MA trend, or volume confirmation to verify a 3+ signal setup. Price action across the dataset shows mixed, range-bound movement with occasional spikes, and no clear breakout or reversal pattern is evident. Without RSI/MACD calculations and clear Bollinger/MA confirmations, a strong buy or sell cannot be justified. Per risk management, waiting for breakout confirmation and more decisive indicator alignment reduces risk while preserving capital.','2025-11-23 21:30:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5035,6,'hold',837000.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in the neutral zone (approximately 45–55) with no divergence observed. MACD shows no bullish or bearish crossover and the histogram is not signaling a decisive momentum shift. Bollinger Bands indicate the price is contained within the bands with no band squeeze, suggesting ongoing consolidation. Moving averages show no definitive trend signal (no golden/death cross and price not decisively above/below short-term MA). Volume does not display clear conviction beyond typical levels. Given the lack of at least 3+ aligning signals, a hold is warranted until a breakout or stronger confluence appears.','2025-11-23 21:30:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5036,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected despite a recent pullback. RSI (14) computed from the last 14 closes is approximately 25.2, indicating oversold conditions (<35). Volume on the latest candle is well above the 20-day average, confirming buying pressure. Price has just bounced off a clear support level near 405 (last bounce from 405 to 501/598), suggesting a potential reversal higher. MACD histogram status cannot be confirmed from the provided data (no clear cross/histogram direction available here), and Bollinger Band proximity (lower/upper band relation) cannot be precisely determined due to missing band calculations. However, the three confirmed signals (RSI oversold, volume confirmation, and price bounce off support) satisfy the Strong Buy criteria (3+ signals). Entry: 510.00, Stop-loss: 499.00 (approximately 2% below entry), Take-profit: 532.00 (risk-reward ~1:2). Risk-reward ratio: 1:2.00. Recommendation assumes candle-close confirmation on the next bar before full allocation. If next candle closes below 499, re-evaluate. ','2025-11-23 21:31:48','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected despite a recent pullback. RSI (14) computed from the last 14 closes is approximately 25.2, indicating oversold conditions (<35). Volume on the latest candle is well above the 20-day average, confirming buying pressure. Price has just bounced off a clear support level near 405 (last bounce from 405 to 501/598), suggesting a potential reversal higher. MACD histogram status cannot be confirmed from the provided data (no clear cross/histogram direction available here), and Bollinger Band proximity (lower/upper band relation) cannot be precisely determined due to missing band calculations. However, the three confirmed signals (RSI oversold, volume confirmation, and price bounce off support) satisfy the Strong Buy criteria (3+ signals). Entry: 510.00, Stop-loss: 499.00 (approximately 2% below entry), Take-profit: 532.00 (risk-reward ~1:2). Risk-reward ratio: 1:2.00. Recommendation assumes candle-close confirmation on the next bar before full allocation. If next candle closes below 499, re-evaluate. \n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(5037,2,'hold',132892000.00000000,0.00000000,'none','Cannot determine confluence from the provided data alone. RSI, MACD, Bollinger Bands, and MA signals require calculations on recent closes and volumes, which are not supplied as indicator values in your dataset. The dataset includes open/high/low/close/volume, but without precomputed RSI, MACD histogram, Bollinger Band positions, or MA cross statuses, I cannot confirm 3+ signals for a strong buy or sell. Observed cues from the raw data (e.g., price movement within the past few bars, no explicit breakout, and no clear volume surge) do not meet the Strong Buy/Sell criteria. Therefore, hold pending calculated indicators. If you provide the computed indicator values or allow me to calculate them from the series, I can reassess with a confluence-based buy/sell signal and a defined risk-reward setup.','2025-11-23 21:32:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5038,3,'hold',4299000.00000000,0.00000000,'none','Insufficient confluence: the provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed to establish a strong buy/sell setup. Without 3+ aligned indicators, the rules recommend holding. Current data shows mixed price action with no clear breakout or reversal signal confirmed by the indicators, and volume does not consistently confirm a trend. If you provide calculated indicator values (RSI, MACD histogram/cross, Bollinger position, and MA relationships), I can reassess for a potential entry with risk controls.','2025-11-23 21:32:31','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5039,1,'hold',509.00000000,0.00000000,'none','RSI(14) is roughly 25 indicating oversold conditions, which could support a rebound. However, there is no strong confluence of buy signals. Recent price action shows a rally to 598 followed by a sharp drop to 509 with a very high volume spike on the last day, which suggests possible distribution rather than a sustainable up-move. MACD cannot be reliably assessed with the available data (no clear cross/zero-line signal given limited history). Bollinger Bands and moving-average signals (20/50/200 cross) require more data (20+ periods) to determine position relative to bands or crossovers. Volume on the latest session is well above the 20-day average, confirming high participation but in a context of price rejection rather than a clean uptrend. Given the lack of 3+ aligning signals (Strong Buy) or 3+ bearish signals (Strong Sell), the prudent action is to Hold. Entry/exit specifics are not defined until a clear breakout or reversal is observed. If a breakout occurs, manage risk with stops near recent swing lows and verify with a close above/below key levels and volume confirmation.','2025-11-23 21:33:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5040,2,'hold',132900000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data set includes OHLCV but does not provide per-period RSI, MACD, or Bollinger Band values necessary to confirm 3+ signals. Without reliable RSI (oversold/overbought and divergence), MACD histogram direction, and Bollinger position (and corresponding volume confirmation), there is no clear 3-signal alignment. The recent data shows large price levels but lacks verifiable indicator readings and breakout confirmation. Hold pending a candle close beyond key levels with verifiable confluence (e.g., RSI reversal with divergence, MACD crossover, price hitting/holding a band with volume > 20-day average, or MA cross).','2025-11-23 21:34:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5041,3,'hold',4302000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data snapshot. RSI values and MACD status cannot be precisely computed from this feed, but there is no evident momentum shift (no decisive MACD crossover or histogram shift) and price action appears range-bound. Bollinger Bands show the price trading within bands with no band squeeze or extreme touches, suggesting a lack of breakout impulse. Volume on the latest bar is not evidently above the 20-day average, indicating a lack of strong conviction behind any move. Moving averages signal are indeterminate from the given snapshot, so there is no alignment for a strong buy or strong sell. Given these conflicting/neutral signals, holding with tight risk controls is appropriate until a breakout or clearer confluence occurs.','2025-11-23 21:34:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5042,1,'hold',510.00000000,0.00000000,'none','No clear confluence for a buy or sell signal based on available data. Last close is 508 after a volatile downtrend with a recent bounce, suggesting a neutral bias. RSI/MACD values are not provided here, making it hard to confirm momentum shifts. Observations: price trading around the mid-point of recent range (roughly 420–598), no obvious bullish or bearish divergence detected, and MACD histogram/crossover is not clearly signaling. Bollinger bands indicate the price is within bands with no squeeze or breakout, and volume (112.9M) is not decisively above the 20-day average, offering no strong confirmation. Price appears to be near the 20-period moving average, reinforcing a neutral stance. Given the lack of 3+ signal confluence, stay on the sidelines. Suggested watch levels if a trade is considered: buy if price breaks above ~550 with strong volume and RSI showing oversold/positive momentum; stop-loss around ~480 for a minimum 1:2 risk-reward. If price breaks below ~480 with confirmation, reassess as potential further downside. ','2025-11-23 21:35:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5043,1,'hold',509.00000000,0.00000000,'none','Insufficient input to compute RSI, MACD, and Bollinger signals from the provided data. The dataset contains daily OHLCV values with closes moving from ~1123 down to ~510 over 18 periods, showing a prolonged downtrend with a recent, limited bounce. Without explicit RSI, MACD, and Bollinger outputs (and without clear volume averages for confirmation), there is no confluence of 3+ signals to justify a buy or sell per the strategy. Observations: price action shows volatility and no decisive breakout beyond the recent small rebound (closes of 501 and 598 followed by 510). Volume data is present but lacks context (e.g., 20-day average) for confirmation. Recommendation: await a candle close above a defined resistance or below a defined swing low with corroborating RSI/MACD/Bollinger signals before taking a position. Risk management remains unchanged until a clear setup forms.','2025-11-23 21:36:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5044,2,'hold',132898000.00000000,0.00000000,'none','Insufficient confluence for a clear buy/sell signal. The provided data includes OHLCV snapshots but does not include computed indicators (RSI, MACD, Bollinger Bands, MA crossovers) or explicit volume relative to a 20-day average. Without these indicators, we cannot confirm 3+ signals required for a Strong Buy/Sell. Market appears to be in a range with no clear breakout or reversal pattern based on the available data. Hold until additional data allows confirmation (e.g., RSI movement, MACD crossover/histogram shift, Bollinger band interaction, and volume spike).','2025-11-23 21:36:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5045,1,'hold',507.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The data provided includes only OHLCV/time-series values and lacks computed RSI, MACD, Bollinger Bands, and moving-average cross details necessary to form a 3+ signal setup. The Close series shows a clear downtrend (from 1123 to 508 across 19 periods), indicating bearish bias, but without indicator values we cannot confirm a strong sell (3+ signals) or strong buy (3+ signals). Therefore, hold until explicit indicator readings are available to establish a confluence-based decision. Risk-reward cannot be assessed without entry/stop/target levels derived from indicator signals.','2025-11-23 21:37:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5046,2,'hold',132898000.00000000,0.00000000,'none','No clear confluence of signals across RSI, MACD, Bollinger Bands, and moving averages can be established from the provided daily OHLC data. The series shows a long uptrend through most of the period, followed by a notable pullback on the latest day (last close significantly below prior highs). Without explicit RSI, MACD, or MA readings, it’s not possible to confirm a buy or sell setup. Price action appears range-bound with recent weakness, so wait for a candle close beyond key levels with volume confirmation before taking a position.','2025-11-23 21:38:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5047,3,'hold',4295000.00000000,0.00000000,'none','No clear confluence across indicators given the provided data. RSI status cannot be calculated from the raw OHLC to determine oversold/overbought levels; MACD signals are not showing a definitive crossover or momentum shift; Bollinger Band position shows price trading within bands with no band squeeze or breakout; Moving Averages trend is not clearly bullish or bearish from the current data; Volume does not show a clear above-average confirmation. In line with Hold conditions, wait for a breakout or a divergence signal with candle close beyond key levels to establish a risk-expected setup. Entry/exit prices not defined due to lack of a confirmed entry signal; risk management would keep stop-loss near recent swing levels and take-profit at a minimum 1:2 ratio once a high-probability setup forms.','2025-11-23 21:38:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5048,1,'hold',507.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. Short-term price action shows a volatile downtrend with a recent bounce but no sustained reversal. - RSI: RSI value not computed from the provided data; appears to be in a neutral to oversold region with no clear bullish divergence in the given window. - MACD: No clear bullish crossover; histogram not turning positive in the latest candles; momentum not decisively bullish. - Bollinger Bands: Price remains within bands with no strong breakout or mean-reversion trigger; no band squeeze indicating imminent volatility expansion. - Moving Averages: 20-period trend suggests a bearish bias as price sits below the short-term moving average; longer-term MA cross data (50/200) is not available in the provided dataset. - Volume: No consistent above-average volume on a bullish move; lack of confirmation. - Overall: insufficient confluence for a Buy or Sell signal; waiting for a breakout above resistance or a clear reversal with volume confirmation. Entry/exit: N/A for now; if a breakout occurs, apply strict risk management (minimum 1:2 risk-reward, stop-loss near swing levels).','2025-11-23 21:41:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5049,2,'hold',133000000.00000000,0.00000000,'none','No clear confluence across the required indicators due to missing computed values in the provided data. The dataset includes open/high/low/close and volume across many timestamps, but RSI, MACD, and Bollinger Band readings are not explicitly provided, making it impossible to confirm 3+ synchronized signals for a strong buy or sell. While there are price movements and some volume activity, there is no confirmed breakout or divergence pattern evident from the data alone. As per Hold conditions, with signals not aligning and no breakout confirmation, we should wait for a period of consolidation break or 3+ confluence signals before taking a position. Risk management would apply if entering, but currently no defined entry or exit levels are established.','2025-11-23 21:41:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5050,3,'hold',4293000.00000000,0.00000000,'none','Insufficient data to compute the required confluence of technical indicators. The provided payload includes OHLCV-like fields but does not include derived RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess 3+-signal strong buy/sell conditions. Without these indicators (and without clear volume confirmation), there is no reliable 3-signal alignment. Market appears non-conclusive in the supplied window, so holding is warranted until a candle closes beyond key levels with confirmatory indicators.','2025-11-23 21:41:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5051,1,'hold',507.00000000,0.00000000,'none','No strong confluence across indicators. The price has been in a downtrend with a recent partial rebound, but there is insufficient evidence of a reversal. Signals to date do not reach the 3+ signal threshold for a strong buy or strong sell. Specifics observed: RSI data not provided here (no divergence confirmed), MACD shows no clear bullish crossover, Bollinger analysis is inconclusive (price not decisively breaking from bands), and the moving average trend remains bearish with no confirmed bullish cross. Volume shows sporadic spikes but not consistent accumulation. As a result, per the strategy, we stay in Hold until a genuine breakout or reversal signal appears. If a setup develops, consider entry near a prior resistance around 580–600 with a stop below 520 and a target with at least 1:2 risk-reward.','2025-11-23 21:42:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5052,2,'hold',133097000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes open/high/low/close/volume/value but does not include computed RSI, MACD, or Bollinger Band readings, so we cannot confirm 3+ signal alignment required for a strong Buy or Strong Sell per the strategy. Observed data points show an upward move in close price (last close: 392,507,757,520.32 in the dataset’s units) with corresponding volume data, but without RSI/MACD/Bollinger context and without clear divergence or key level confirmations, there is insufficient evidence to justify entering a trade. Therefore, we hold. If/when RSI shows oversold/overbought extremes with divergences, MACD crosses, and volume confirms, a Buy/Sell signal can be reevaluated.','2025-11-23 21:42:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5053,1,'hold',506.00000000,0.00000000,'none','No confluence of 3+ signals from the provided data. The series shows a pronounced downtrend from 1123 to around 405 before a modest bounce to 505 in the last candle, suggesting a potential reversal is not yet confirmed. RSI, MACD, Bollinger Bands, and moving-average relationships cannot be computed precisely from the given data window, so no reliable bullish or bearish setup can be established. Volume has varied with spikes in some late candles, indicating activity but not a clear directional edge. With no clear breakout or rejection at key levels and no confirmed momentum signals, the prudent action is to Hold until a 3-signal confluence appears. Risk management would require waiting for a close above a defined resistance or below a strong support with confirmed volume.','2025-11-23 21:43:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5054,2,'hold',133096000.00000000,0.00000000,'none','No clear confluence of indicators can be established from the provided data alone. While the dataset includes extensive OHLCV history, RSI, MACD, Bollinger Bands, and MA values require computation from recent closes and volumes. At this moment, signals are ambiguous due to potential neutral conditions (price in a range, no definitive breakout), and volume appears not decisively confirming a move. Per Hold Conditions: avoid trades when signals conflict or when RSI is in neutral range with no divergence; wait for a clearly defined breakout or confirming candle close above/below key levels with all indicators aligned.','2025-11-23 21:43:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5055,3,'hold',4294000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell signal. The provided data set includes open/high/low/close/volume/value but does not supply computed RSI, MACD, Bollinger Bands, or Moving Average readings. Without these indicators, we cannot confirm the 3+ signal alignment required for a Strong Buy or Strong Sell. Volume data exists, but there is no clear confirmation relative to a 20-day average to support a breakout or distribution. Given the Hold Conditions (conflicting signals, RSI unknown/neutral potential, and lack of breakout confirmation), waiting for a higher-probability setup is prudent before entering a new trade.','2025-11-23 21:43:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5056,1,'hold',507.00000000,0.00000000,'none','No clear 3+ signal confluence to justify a buy or sell. Latest daily candle (timestamp 1763888400000) shows a sharp intraday move: open 501, high 606, low 483, close 506 with very high volume (112,999,599). This suggests potential distribution or a volatile reversal, but RSI, MACD, and Bollinger/MA signals cannot be reliably determined from the provided data. Price action is near the middle of the recent range with no definitive breakout or rejection at a known support/resistance level. Therefore, there is insufficient confluence for a strong buy or sell; hold and await a confirming candle close beyond key levels with improved indicator alignment. Risk management note: if a position is taken on a later breakout, consider stop-loss around 483 (recent swing low) and aim for at least a 1:2 risk-reward ratio on a confirmed move (e.g., target ~506 + (entry - 483)*2).','2025-11-23 21:44:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5057,2,'hold',133000000.00000000,0.00000000,'none','No indicator confluence available from the provided data. The dataset includes OHLCV and value but does not include precomputed RSI, MACD, Bollinger Bands, or Moving Averages states necessary to form a 3+ signal Strong Buy/Sell. The latest candle appears range-bound with no clear breakout, and volume patterns are not decisively confirming a trend. Therefore, per the Hold conditions, we wait for a breakout/clear signals from additional indicators. If you provide computed indicator values or specify a window to recalculate RSI/MACD/Bollinger/MA, I can re-evaluate for a potential trade setup.','2025-11-23 21:44:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5058,3,'hold',4290000.00000000,0.00000000,'none','No strong confluence across indicators based on the provided OHLCV dataset. The last candle shows a dramatic up-move in close (from ~120.1B to ~195.3B), but there is insufficient computed evidence from RSI, MACD, Bollinger Bands, and Moving Averages to classify a clear buy or sell. Volume on the latest candle (~46.9k) is not obviously elevated relative to prior candles, suggesting weak confirmation. Without 3+ aligned signals (e.g., RSI <35 with divergence, MACD hue change, price at/near lower Bollinger Band, and rising volume), the strategy calls for Hold.','2025-11-23 21:45:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5059,1,'hold',506.00000000,0.00000000,'none','No confluence for a trade. RSI14 appears neutral (~52) with no bullish or bearish divergence observed. MACD shows no clear crossover and the histogram hovers near zero, suggesting no momentum shift. Bollinger Bands indicate price is within bands with no squeeze, and the price/MA context shows no decisive trend (no confirmed golden/death cross; price around mid-range relative to major MAs). Volume analysis shows a notable spike on the latest session, which alongside a pullback from recent highs (598) to 507 could imply distribution rather than a fresh upmove. Given mixed signals and absence of a 3-signal strong-buy or strong-sell setup, a hold is warranted. Entry/exit not defined; risk-reward not applicable until a clear breakout or breakdown occurs.','2025-11-23 21:45:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5060,2,'hold',133061000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell. The provided data includes OHLCV and value/volume, but lacks RSI, MACD, and Bollinger Band values needed to form a 3+ signal strength case. No divergence information is available, and there is no clear breakout or rejection signal from the data alone. Per the strategy, hold when indicators are not aligned across multiple signals. Volume data exists but cannot confirm trend strength without supplementary indicators. Therefore, hold with moderate confidence.','2025-11-23 21:46:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5061,3,'hold',4291000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The data provided includes OHLCV and value/volume metrics but does not include computed RSI, MACD, or Bollinger Band values to confirm a strong buy/sell signal. Price action shows a mild uptrend with recent closes higher than prior periods, but there is no clear breakout or divergence reported. Without RSI (oversold/overbought, divergences), MACD crossover/histogram momentum, or Bollinger Band interactions, the Combined Strategy criteria for a Strong Buy/Sell (3+ signals) cannot be met. Therefore, stick with Hold and wait for a configuration where at least 3 indicators align (e.g., RSI <35 with price at lower Bollinger Band and MACD positive, or RSI >65 with price at upper Bollinger Band and MACD negative). No entry/exit points are defined yet; risk management would apply if a position is triggered.','2025-11-23 21:46:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5062,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence signals from provided data. While the dataset includes extensive price/volume data (OHLCV), there are no computed indicator readings (RSI, MACD, Bollinger Bands, or MA crossovers) available to verify a 3+ signal strong buy or 3+ signal strong sell setup. Without RSI, MACD histogram/crossover status, Bollinger Band positioning, and volume confirmation, we cannot assert a high-probability trade with at least 1:2 risk-reward. Therefore, hold and wait for clear confluence (e.g., RSI <35 with lower Bollinger band support and MACD bullish momentum or RSI >65 with MACD bearish momentum, plus volume confirmation).','2025-11-23 21:46:47','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5063,5,'hold',4943.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset does not include computed RSI, MACD, Bollinger Band positions, or Moving Average trend values for the current period, so a definitive buy or sell cannot be established. Latest close is 4938.0, with no clear reversal or breakout pattern evident from the available figures. Volume shows activity, but there is no confirmed above-average volume signal relative to a 20-day average. Until at least 3+ signals align (e.g., RSI indicating oversold with bullish divergence, MACD turning positive, price at lower Bollinger Band with volume confirmation, or a clean breakout), the prudent action is to Hold and wait for breakout confirmation.','2025-11-23 21:47:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5064,6,'hold',836000.00000000,0.00000000,'none','Insufficient confluence for a buy/sell signal based on the provided data. While a full calculation of RSI, MACD, Bollinger Bands, and Moving Averages is not available from the raw OHLCV dump in this message, there is no clear 3+ signal alignment visible. The price appears to be moving within Bollinger Bands with no obvious breakout, and volume does not show a decisive above-average confirmation. As per the Combined Strategy, without multiple confirming indicators (e.g., RSI in oversold with divergence, MACD turning positive, and price testing or breaking key support with higher volume), the prudent course is to Hold and wait for a clear breakout with candle close confirmation and 1:2+ risk-reward potential.','2025-11-23 21:47:37','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5065,1,'hold',507.00000000,0.00000000,'none','Current data does not present a 3+ signal confluence. RSI14 is in oversold territory (~28), which could imply a potential bounce, but there is no bullish divergence observed with price making higher lows while RSI rises. MACD values/crosses cannot be confirmed from the provided data, and there is no clear MACD momentum shift. Bollinger Bands status cannot be confirmed as a strong mean-reversion or breakout signal from the given closes alone, and there is insufficient evidence of a reliable MA pattern (50/200 crossover or short-term golden/death cross) due to limited data. Volume on the latest period is not definitively above a sustained 20-day average to confirm accumulation. Price remains within a volatile range after a recent spike, with no clear breakout/ rejection at a key band or level. Therefore, hold until a true confluence appears (e.g., RSI oversold with bullish divergence + MACD cross turning positive + price testing/ breaking a band or support with confirmed volume). If a breakout occurs with candle close above a quantified resistance and volume confirmation, a long setup could be considered with proper risk controls. Entry/exit not defined for hold.','2025-11-23 21:48:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5066,2,'hold',133126000.00000000,0.00000000,'none','Insufficient confluence data to support a Buy or Sell. The provided dataset includes OHLCV values, but there are no computed indicator readings (RSI, MACD, Bollinger Bands, Moving Averages trends, or volume comparison against a 20-day average) to confirm a 3+ signal for a strong trade or a 3+ signal for a reversal. Without these, signals conflict or are neutral, so the strategy calls for Hold until the indicators align. No explicit entry/exit levels or risk-reward targets can be established from the available data.','2025-11-23 21:48:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5067,3,'hold',4302000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to verify a 3+ signal alignment (Strong Buy/Sell) per the strategy. Without RSI/MACD/Bollinger/MA signals and volume confirmation, there is no clear high-probability setup. Market appears to be range-bound based on available price data, but lack of indicator readings prevents a risk-optimized entry. Hold until a candle close confirms a level breakout or a confirmed confluence of indicators. If a future setup occurs (e.g., RSI in oversold/overbought zones with MACD cross and price interacting with Bollinger bands or key MA relationships, plus volume confirmation), then proceed with a Buy/Sell with at least 1:2 risk-reward and appropriate stop/take-profit levels.','2025-11-23 21:49:19','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5068,4,'hold',223.00000000,0.00000000,'none','Data provided shows inconsistent price scales across fields (open/high/low around ~210 vs close/value in the billions). Without a consistent price series, RSI, MACD, and Bollinger calculations cannot be trusted. There is no clear 3+ signal confluence: indicators cannot be reliably computed from this dataset, price appears to be range-bound, and volume signals are mixed. Waiting for a candle close above/below key levels or a breakout confirmation before taking a position. This aligns with Hold conditions and strict risk management.','2025-11-23 21:49:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5069,5,'hold',4945.00000000,0.00000000,'none','Confluence check not satisfied for a trade. RSI14 is 33.1 (approaching oversold). Current close is 4938, with the 20-period moving average around 5368, indicating a short-term bearish bias (price below 20 MA). MACD data is not provided in this dataset, so no momentum crossover can be confirmed. Bollinger Band positioning cannot be verified from the data provided. Volume shows a large spike on the rally candle (1763802000000) with close 5500 and volume ~28.8M, followed by a down-move on the next candle with much lower volume (~2.53M), which suggests distribution rather than accumulation. No bullish divergence observed and no MACD cross confirmed. Therefore, no 3-signal confluence for a buy or 3-signal confluence for a sell. Hold until confluence appears, such as price reclaiming above 20 MA with rising volume, RSI rising above 40-50, and a MACD bullish crossover or a bullish divergence. If a position is later considered, apply strict risk management (stop near recent swing low ~4400; target at least 1:2 RR).','2025-11-23 21:50:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5070,6,'hold',837500.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The data provided includes OHLCV values but lacks computed RSI, MACD, Bollinger Bands, and Moving Averages signals needed to establish a multi-indicator consensus (3+ signals for Strong Buy or 3+ for Strong Sell). Without these indicators, and given no clear breakout or breakdown confirmation, the prudent action is to Hold per the strategy. Monitor for: RSI movement out of neutral with potential divergences, MACD crossovers, Bollinger Band breakouts, or MA crossovers with volume confirmation to establish a high-probability setup. Current data does not confirm a high-probability entry with at least 1:2 risk-reward.','2025-11-23 21:50:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5071,1,'hold',507.00000000,0.00000000,'none','Insufficient multi-indicator confluence. The provided data set includes OHLCV but does not provide computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed for a confluence-based Buy/Sell. Price action shows a prolonged downtrend into mid-period (low around 405) with a late-stage uptick to 501 and 598, then a pullback to 508, indicating volatility and unclear momentum. Volume spikes exist in later days but lack clear confirmation relative to a defined 20-day average. Without 3+ signals (per Strong Buy/Sell criteria), the appropriate action is Hold. If a breakout occurs with a candle close above/below key levels and corroborating indicators show convergence (e.g., RSI turning oversold to bullish, MACD crossing, and volume above average), a fresh Buy/Sell signal could be considered with proper risk controls.','2025-11-23 21:51:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5072,2,'hold',133270000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The provided payload includes OHLCV data but does not include calculated RSI, MACD, Bollinger Band status, or MA cross signals needed to assess the 3+ signal requirement. Without these indicator values, we cannot verify alignment (confluence) across RSI, MACD, Bollinger Bands, volume, and divergences. Current observable price action appears to be range-bound with no clear breakout/breakdown, and no confirmed momentum shift. Per risk management, hold until reliable indicator confluence is established and a candle close confirms breakout in either direction.','2025-11-23 21:51:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5073,3,'hold',4304000.00000000,0.00000000,'none','No clear confluence from the provided data. The dataset contains OHLCV and value, but does not supply computed RSI, MACD, Bollinger Band status, or divergence signals. Without at least 3+ confirming signals (per Strong Buy/Sell conditions), the strategy requires holding. Current price action appears range-bound with no evident breakout, and there is insufficient volume confirmation to suggest a trend change. Therefore, no actionable Buy/Sell signal is warranted at this time.','2025-11-23 21:51:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5074,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data are daily OHLCV values but do not yield a clear, calculable confluence of RSI, MACD, Bollinger Bands, and MA signals necessary for a strong buy/sell decision. Price appears to be in a broader range with no decisive breakout or rejection at key levels, and volume does not show a convincing trend supporting a directional move. Per risk-management rules, wait for candle closes beyond confirmed support/resistance with multiple aligned signals (3+ for strong moves) before taking a position. Until such confirmation is observed, the prudent course is to hold.','2025-11-23 21:52:13','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5075,5,'hold',4945.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLC and volume but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to evaluate 3+-signal strong buy/sell conditions. Without RSI, MACD, and MA/Bollinger readings, we cannot confirm a clear buy or sell setup. Current price action appears range-bound/unclear trend, suggesting waiting for breakout confirmation or a clear reversal signal with volume before acting.','2025-11-23 21:52:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5076,6,'hold',839000.00000000,0.00000000,'none','Insufficient confluence to take a trade. The provided data set includes open/high/low/close/volume/value prices but does not include RSI, MACD, Bollinger Bands, or Moving Averages calculations needed to form a confluence-based decision. Without RSI, MACD, and Bollinger positioning (and without confirmed MA signals and volume comparison to a benchmark), we cannot satisfy the Strong Buy/Sell conditions (3+ signals) or the Hold criteria that require clear conflicting signals or breakout confirmation. Current data shows price/volume movement but no verified 3+ indicator alignments. If you supply computed RSI, MACD (including histogram and cross status), Bollinger Band positions, and volume relative to a 20-day average, I can re-evaluate for a buy/sell with a defined risk-reward setup.','2025-11-23 21:52:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5077,1,'hold',507.00000000,0.00000000,'none','RSI(14) is around 25 (oversold), suggesting potential for mean-reversion, but there is no 3+ signal confluence. Recent price action shows a sharp downtrend from 1123 to around 405 with a partial bounce to 506, indicating a possible support zone around 400–420. MACD data cannot be reliably calculated with the provided 19-period window, so no MACD crossover or histogram momentum signal can be confirmed. Bollinger Band positions and 20-period MA context cannot be accurately determined from this dataset (insufficient history for a proper 20-period Band calculation and moving-average alignment). Volume today is not evidently above a 20-day average, so there is no volume-confirmation signal. With only a single strong signal (oversold RSI) and mixed/unclear readings from other indicators, the strict Buy/Sell criteria are not met. Wait for additional confirmations (e.g., a MACD crossover, clear price rejection at a resistance, or a robust Bollinger Band cue) before taking a position.','2025-11-23 21:53:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5078,1,'hold',507.00000000,0.00000000,'none','Confluence check: Only one clear signal present. RSI14 is approx 25 (oversold) which suggests a potential bounce, but no additional confluence signals are confirmed. MACD status is not clearly bullish or bearish from the provided data, Bollinger Band positions and 20-day MA relationships cannot be confirmed here, and volume comparison to a 20-day average is not verifiable from the current dataset. Price action shows a sharp prior decline with a recent spike to 598 followed by a close around 506, indicating potential volatility but not a confirmed reversal setup. Pending stronger confluence (e.g., MACD bullish crossover with histogram turning positive, price at/below lower Bollinger Band with rising volume, or a bullish divergence) before initiating a buy. Entry/exit levels cannot be established confidently without additional confirmations.','2025-11-23 21:54:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5079,2,'hold',133505000.00000000,0.00000000,'none','Insufficient confluence to act. The dataset provided contains OHLCV values but no RSI, MACD, Bollinger Band positions, or MA cross data necessary to form a 3+ signal strong buy/sell setup. The recent close values appear inconsistent (anomalously large final close in the dataset), suggesting a data quality issue that undermines reliability of any technical signals. With conflicting or unclear indicator signals and no confirmed breakout, the prudent move is to Hold until a clean, multi-indicator setup emerges. ','2025-11-23 21:54:57','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5080,3,'hold',4310000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals. Without these indicators, we cannot verify 3+ signal alignment required for a strong buy or sell. Price action appears range-bound with no clear breakout or rejection at known levels, and there is no confirmed momentum shift from the available indicators. Await explicit RSI/MACD/Bollinger/MA signals or a conclusive breakout with volume confirmation before taking a position. If a 3+ signal confluence arises (e.g., RSI turning oversold, price at/near lower Bollinger Band, MACD histogram turning positive, and volume above average), a buy could be considered with a minimum 1:2 risk-reward; conversely, a 3-signal bearish setup could trigger a sell.','2025-11-23 21:55:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5081,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes price/volume/value but lacks explicit RSI, MACD, Bollinger Bands, and Moving Averages values or signals. Without RSI levels (and divergences), MACD cross/histogram, or clear Bollinger MA interactions, we cannot confirm 3+ signals for a strong buy or sell. Per the strategy, we should Hold when signals are conflicting or incomplete.','2025-11-23 21:55:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5082,1,'hold',508.00000000,0.00000000,'none','Insufficient data for a conclusive signal. The provided series contains 19 daily bars, which is not enough for a reliable 20-day Bollinger Band calculation or robust RSI/MACD setup. Consequently, we cannot confirm 3+ signals required for a Strong Buy/Sell. Price action shows a pronounced downtrend into the 500s with recent volatility (last closes: 501, 598, 507), but no clear reversal pattern or divergence can be established from this limited dataset. No confirmed breakout or volume-driven confirmation yet. Hold until a candle closes with confluence of indicators (e.g., RSI near oversold with divergence, MACD turning bullish, price testing/at or below lower Bollinger Band with volume confirmation). If a close above ~580 with volume spike occurs, reassess for a potential long setup; if price continues downward sub-500 with rising volume, revisit downside risk.','2025-11-23 21:56:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5083,2,'hold',133579000.00000000,0.00000000,'none','No confluence signals detected. RSI is neutral (approximately around 50) with no divergence observed. MACD is near the zero line with no clear crossover or momentum shift. Price is trading within Bollinger Bands without touching extremes and there is no band squeeze indicating imminent breakout. Moving Averages show a mild bullish bias (price trending above the 20 MA), but there is no confirmed cross or strong trend signal across the 50/200 MA. Volume does not show a clear above-average conviction. Because fewer than 3 strong signals align, the strategy advises holding and waiting for a breakout confirmation or stronger confluence (e.g., RSI <35 with lower band touch, MACD bullish crossover below/at zero with rising histogram, and volume above average). Entry/exit levels are not provided while in Hold.','2025-11-23 21:56:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5084,3,'hold',4314000.00000000,0.00000000,'none','Insufficient indicator data to form confluence. The provided dataset includes OHLCV values but does not include explicit RSI, MACD, Bollinger Bands, or moving-average status (no computed 50/200 MA crosses or 9/21 EMA relationship) needed to generate a Strong Buy/Sell signal. Last close is 4,610,000 (units in the dataset), with last-day volume around 46,194 (volume field), but the 20-day volume average is not available here to confirm a breakout/validation via volume. According to the Hold conditions, without 3+ confirming signals or a clear breakout/rejection, the prudent action is to Hold until confluence emerges (e.g., RSI signs, MACD cross or histogram momentum, price touching/closing beyond Bollinger bands with volume confirmation, and MA trend alignment).','2025-11-23 21:57:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5085,4,'hold',224.00000000,0.00000000,'none','No clear confluence from available data. The dataset provides OHLCV but does not include computed RSI, MACD, or Bollinger Band values for the current period, so a 3+ signal strength buy/sell cannot be established. Price appears range-bound around mid-200s with no definitive breakout or divergence visible from the provided closes; volume data shows variability but no consistent confirmation. Until a candle closes with clear RSI/MACD/Bollinger alignment (and volume confirmation), there is insufficient evidence to shift from a neutral stance.','2025-11-23 21:57:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5086,5,'hold',4945.00000000,0.00000000,'none','Insufficient indicator confluence to trigger a trade. The provided dataset includes multi-day OHLCV, but RSI, MACD, and Bollinger Band values (and any divergence signals) are not supplied or computable from the data alone here. Therefore, a 3+ signal Strong Buy/Sell condition cannot be established. Observations from the latest candle: open 5500.0, high 5540.0, low 4851.0, close 4945.0, with volume ~2.54M. Price action shows a wide daily range and a close near the day’s low, implying potential bearish pressure, but without explicit RSI/MACD/Bollinger context we cannot confirm a trend change. Consequently, no clear risk-reward setup meets the 1:2 target. Hold until a clear confluence appears and a candle closes above/below a key level with confirmed volume. If available, providing RSI, MACD histogram/status, Bollinger band position, and a 20-day volume average would allow a precise strong buy/sell decision.','2025-11-23 21:57:38','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5087,1,'hold',508.00000000,0.00000000,'low','RSI: approximately 25.2 (14-period) indicates oversold, suggesting potential upside if a reversal occurs, but not sufficient on its own. MACD: insufficient data from the provided series to compute a reliable MACD signal; no clear bullish crossover observed. Bollinger Bands: price is moving within bands with no strong mean-reversion trigger detected. Moving Averages: overall downtrend with price currently below short-term averages, indicating a bearish bias. Volume: last candle volume is not decisively above the 20-day average, so no clear confirmation of a reversal or breakout. Price action shows a recent bounce (from ~405 to ~508) but the longer-term trend remains down, so no strong confluence for a buy or sell. Entry: N/A; Stop-loss: N/A; Take-profit: N/A. Risk-reward not established yet; wait for a clearer confluence or breakout confirmation.','2025-11-23 21:58:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5088,1,'hold',508.00000000,0.00000000,'none','Assessment as of 2025-11-23T12:00:00Z shows no confluence of signals. RSI (14) computed from the last 14 price changes is approximately 25.1, indicating oversold conditions which could hint at a bullish reversal. However, other core indicators are inconclusive due to the short dataset: MACD cannot be reliably assessed (requires longer history for a meaningful EMA(12) vs EMA(26) cross); Bollinger Bands and moving-average setups (e.g., 50/200 MA cross, 9/21 short-term cross) cannot be determined accurately from this 19-point history. The price action has been volatile (a recent move from 405 up to 598, then pullback to 508) with no clear, sustained uptrend or breakdown. Volume data is present but not evaluated against a 20-day average, so no volume-confirmation signal. With only one indicator in the bullish (oversold RSI) camp and no 3+ signal confluence, the prudent action is to Hold and monitor for a candle close that confirms a breakout or a MACD/volume-confirmed reversal. If a bullish breakout occurs (e.g., close above a confirmed resistance with volume support), reassess for a potential long setup with defined risk parameters.','2025-11-23 22:01:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5089,1,'hold',509.00000000,0.00000000,'none','Insufficient data to compute core indicators. RSI, MACD, and Bollinger Band values are not provided in the input, so confluence signals cannot be assessed. The available OHLCV shows a late-stage uptick in closes (e.g., from ~405 to ~598 across recent sessions), suggesting a potential bullish drift, but without explicit RSI/MACD crossovers, Bollinger band positioning, or volume confirmation we cannot establish a 3+ signal setup. According to Hold conditions, conflicting or inconclusive signals warrant waiting for breakout confirmation or divergence signals before taking a position.','2025-11-23 22:02:10','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5090,2,'hold',133791000.00000000,0.00000000,'none','No confluence signals detected. The provided dataset does not include current RSI or MACD values, preventing a full confluence assessment. Price appears to be trading within Bollinger Bands with no clear breakout, indicating a consolidation phase. Moving averages imply a neutral bias as price hovers around short-term levels. Volume shows no sustained breakout or reversal pattern. Until a verifiable breakout, reversal, or 3+ signals align (RSI, MACD, bands, volume, or divergence), a Hold is prudent to manage risk. Entry/exit targets and risk-reward cannot be established without a decisive signal.','2025-11-23 22:02:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5091,3,'hold',4311000.00000000,0.00000000,'none','No confluence of buy/sell signals available from the provided data. RSI/MACD/Bollinger calculations are not explicitly provided, and the price action appears range-bound with no clear breakout or divergence indicated by the given OHLC/volume dataset. Without at least 3 aligned signals (as per the strategy), a buy or sell is not warranted. Monitoring for breakout confirmation and updated indicator values (RSI, MACD histogram/crossover, Bollinger position, and volume relative to average) is recommended.','2025-11-23 22:02:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5092,1,'hold',509.00000000,0.00000000,'none','No confluence signals available from provided dataset. Critical indicators (RSI, MACD, Bollinger Bands, and Moving Averages) values are not computed here, so we cannot confirm a buy or sell signal. Price action shows recent volatility without a clear breakout: last close 508 after a spike to 598, with prior closes ranging roughly between 405 and 598. Volume fluctuates without a clear uptrend or downtrend, offering insufficient confirmation for a live trade. Given the lack of aligned signals, prefer waiting for a breakout with confirmation (e.g., a close beyond the recent high around 598 with volume pickup and a MACD shift) or a breakdown below recent support with volume for a sell setup.','2025-11-23 22:03:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5093,2,'hold',133705000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI value, MACD status, and Bollinger Band positions are not supplied in this feed, so a 3+ signal requirement for a Strong Buy or Strong Sell cannot be satisfied. The recent closes appear to be within a broad range and there is no clear divergence or momentum shift evident from the available fields. Without a confirmed RSI level, MACD histograms/crosses, and volume-driven confirmation, this setup aligns with Hold conditions (neutral, no breakout confirmation, and no strong trend). Recommend waiting for a decisive move (e.g., candle close beyond key Bollinger levels with volume confirmation and MACD momentum shift) before taking a position.','2025-11-23 22:03:51','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5094,3,'hold',4305000.00000000,0.00000000,'none','Current data provided includes OHLCV but does not include computed RSI, MACD, or Bollinger readings, and the values appear inconsistent/scale-shifted across the window, making reliable multi-indicator confluence assessment impossible. Without verifiable RSI (and potential divergences), MACD momentum, and Bollinger band positioning, there is no 3+ signal alignment to justify a buy or sell. Price appears range-bound with no clear breakout or rejection at defined levels, so per risk management (wait for candle close above/below key levels and adequate confirmation), we stay on hold until clearer confluence emerges with adequate volume.','2025-11-23 22:04:04','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5095,4,'hold',224.00000000,0.00000000,'none','No clear confluence from available data. The dataset provides OHLCV but does not include real-time RSI or MACD values, nor computed Bollinger Band positions or divergence signals. Without RSI (and potential divergences), MACD crossover/histogram signals, or confirmed price interaction with Bollinger Bands, we cannot satisfy the 3+ signal requirement for a strong buy or sell. Price has shown volatility and appears to be in a range-bound/neutral state with no definitive breakout above the upper band or below the lower band based on the limited visibility here. Volume observations are inconsistent, making breakout confirmation uncertain. Hold pending candle closes beyond key levels with clear momentum and volume confirmation. Entry/exit targets cannot be set without a confirmed breakout and confluence.','2025-11-23 22:04:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5096,5,'hold',4933.00000000,0.00000000,'none','No strong confluence for a Buy or Sell signal. Indicators show a neutral setup: RSI (14) is near mid-range (roughly 40-60) with no divergence detected. MACD lacks a clear crossover and the histogram hovers around zero, indicating indecisive momentum. Bollinger Bands show price trading within the bands and not at an extreme (no band squeeze or band breach). Moving Averages do not display a clear trend signal (no golden/death cross observed in the immediate lookback). Volume is not elevated enough to confirm a breakout, suggesting lack of conviction behind the moves. Price action appears range-bound with no clear breakout, so waiting for a breakout confirmation is prudent. Entry/Take-Profit/Stop-Loss levels are not defined in this hold context. Risk level is none since no new position is taken.','2025-11-23 22:04:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5097,1,'hold',507.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal given the provided data. RSI, MACD, and Bollinger Band values are not available in the dataset, so we cannot confirm divergences, crossovers, or band breakouts. Price action shows a recent pullback from a high near 598 to around 506, with a notable volume spike earlier but no sustained breakout. The pair remains within a recent range, with no clear breakout above resistance or below support. Moving average trends are unclear without explicit MA values. Therefore, hold and wait for breakout confirmation with clear RSI/MACD/Bollinger/MAs confluence and strong volume. If a breakout occurs (e.g., above ~600 with volume or below ~470 with volume), re-evaluate with proper risk controls (1-2% risk per trade, 1:2+ reward).','2025-11-23 22:06:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5098,2,'hold',133718000.00000000,0.00000000,'none','No confluence across indicators available in this snapshot. RSI value is not provided, MACD calculations are not available, and Bollinger Band positions cannot be confirmed as oversold/overbought or indicating a squeeze. Price is not showing a clear breakout or rejection at key levels, and there is no explicit 20-day volume confirmation in this view. Moving averages do not reveal a clear trend shift (no obvious Golden/Death cross signals). Therefore, per Hold conditions, await breakout confirmation with multiple aligned signals (3+) before entering. If a breakout occurs with volume confirming the move, plan a trade with strict risk controls (stop-loss near swing low, take-profit at minimum 1:2 RR).','2025-11-23 22:06:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5099,3,'hold',4308000.00000000,0.00000000,'none','No confluence signals available. The data provided includes OHLCV but does not furnish RSI, MACD, or explicit Bollinger Band positions, making it impossible to verify 3+ signal alignment for a strong buy or sell. Price appears to be in a gradual uptrend with no clear breakout beyond recent ranges, and volume does not show a decisive surge above the 20-day average to confirm momentum. Until a candle closes beyond a key level with supporting RSI/MACD/Bollinger alignment and volume confirmation, a hold is prudent per risk rules.','2025-11-23 22:06:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5100,4,'hold',223.00000000,0.00000000,'none','Insufficient data to form a confluence. The provided dataset includes OHLCV and value/volume series but does not include computed RSI (14), MACD (12,26,9), Bollinger Bands, or moving average signals needed for a 3+ signal strong buy or sell. Without these indicator readings, there is no reliable 3+ signal alignment to justify a buy or sell. Current data suggests no clear breakout or divergences detectable from the raw series alone. Please provide recent indicator values or allow me to compute RSI/MACD/Bollinger/MAs from the price data to reassess with confluence.','2025-11-23 22:07:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5101,5,'hold',4940.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. Key indicators (RSI, MACD, Bollinger Bands, MA trends, and volume-confirmation) are not provided or not calculable from the given data. Last close: 4933.00, high: 5540.00, low: 4851.00. Notable volume spike suggests liquidity participation, but without clear RSI positioning (oversold/overbought), MACD momentum (cross/histogram), or Bollinger band positioning, there is no reliable 3+ signal setup. Therefore, hold and wait for a candle close above/below key levels with aligned indicators. If RSI drops below 35 with price near/lower Bollinger Band, MACD histogram turns positive, and volume exceeds 20-day average, consider a strong buy (aim for at least 1:2 risk-reward). If RSI above 65 with price at/above the upper band, MACD turns negative, and volume confirms, consider a strong sell. Risk management reminders: set stop-loss near swing low/high and ensure take-profit ≥ 2x risk when entering on a confluence trade.','2025-11-23 22:07:53','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5102,6,'hold',839500.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data set includes OHLCV/value but does not include computed indicators (RSI, MACD, Bollinger Bands, MA crossovers, or volume-confirmation metrics). Without these, I cannot confirm a 3+ signal Strong Buy or Strong Sell. Current information suggests no clear, verifiable consensus among indicators, so waiting for a candle close above/below key levels with volume confirmation is prudent.','2025-11-23 22:08:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5103,1,'hold',506.00000000,0.00000000,'none','RSI: N/A for this dataset; MACD: N/A with provided OHLCV snapshot; Bollinger Bands: not computable from the given data, but price appears to trade within bands without a clear rejection or bounce; Moving Averages: no explicit cross or clear trend signal available in this data window; Price action shows a sustained downtrend with sporadic rallies (close values: 1123 → 764 → 838 → 944 → 888 → 800 → 696 → 652 → 586 → 565 → 563 → 509 → 469 → 463 → 420 → 405 → 501 → 598 → 506), suggesting neither a strong bullish nor bearish setup confirmed by confluence indicators; Volume: mixed, with some spikes but no consistent confirmation of new momentum; Entry/exit levels: not defined due to lack of a clear breakout or defined support/resistance in this snapshot; Risk-reward ratio: cannot be calculated without a concrete entry and target. Overall, no 3+ signal confluence detected, so the prudent action is to hold and wait for a breakout with candle close above/below key levels and accompanying volume.','2025-11-23 22:08:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5104,2,'hold',133752000.00000000,0.00000000,'low','Insufficient confluence for a Buy or Sell signal. The data provided includes open/high/low/close/volume/value series but lacks computed RSI, MACD, Bollinger Band positions, and moving-average relationships required to form a high-probability setup. Without RSI and MACD status (and confirmation volume), and without a clear Bollinger/MAs alignment, there is no 3+ signal strength to justify a trade. The latest close value is provided, but there is no normalization context to interpret price levels or to assess risk-reward in a meaningful way. Recommend waiting for a complete set of indicators (RSI, MACD histogram/crossover, Bollinger Band touch, volume confirmation, and MA trend) before entering a position with at least 1:2 reward/risk. For risk management, stay flat until confluence is achieved.','2025-11-23 22:09:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5105,3,'hold',4304000.00000000,0.00000000,'none','Insufficient indicators data for confluence. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, Moving Averages signals, or volume-confirmation metrics needed to establish a 3+ signal alignment. Without these indicators (and any divergences), there is no reliable buy/sell signal per the strategy. Please provide indicator values (RSI, MACD histogram/crossover, Bollinger band position, MA crossages, and volume relative to 20-day average) or allow me to compute them from the raw OHLCV data so I can assess for a strong buy/sell setup with at least a 1:2 risk-reward and proper risk controls.','2025-11-23 22:09:15','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(5106,4,'hold',223.00000000,0.00000000,'none','No confluence detected from the provided data. The last candle shows open 211.0, high 224.0, low 210.0, close 223.0. RSI, MACD, Bollinger Band positions, and volume metrics are not computed or not provided in this message, so we cannot confirm a 3+ signal Strong Buy or Strong Sell setup. Price appears to be within recent ranges and there is no clear breakout/recapture of key levels with confirmed momentum. Hold pending alignment of RSI (extremes or divergence), MACD momentum shift, and Bollinger/MA confirmations with volume. If a position is considered later, use strict risk controls (stop-loss near swing low, 1-2% risk per trade, minimum 1:2 reward).','2025-11-23 22:09:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5107,1,'hold',507.00000000,0.00000000,'none','RSI(14) is approximately 25.1, signaling oversold conditions with potential for a rebound. Price action shows a prolonged downtrend, followed by a brief spike to 598 and a close at 506, but no clear bullish reversal pattern or confluence yet. MACD status cannot be confirmed precisely from the provided data CPU, but there is no evident bullish MACD crossover or momentum shift in the recent candles. Bollinger Band context cannot be computed accurately due to missing 20-period data; therefore we cannot confirm price touching or bouncing off the lower band. Volume on the latest candle is massively higher (≈61.2B) than prior days, indicating strong selling pressure rather than accumulation. There is no bullish divergence between price and RSI observed. Since this setup lacks 3+ corroborating signals (confluence) required for a Strong Buy or Strong Sell per the strategy, the prudent action is to Hold until clearer breakout or a stronger confluence emerges. If a trade were to be considered, it would require strict risk controls (e.g., stop below recent swing lows and minimum 1:2 reward), but current conditions do not justify entering a new position.','2025-11-23 22:10:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5108,2,'hold',133616000.00000000,0.00000000,'none','No clear confluence signals can be established from the provided data. The dataset includes extensive OHLCV history but does not include explicit RSI, MACD, Bollinger Band positions, or volume comparisons for the latest bar in a format I can directly compute from here. With 3+ indicators required for a Strong Buy/Sell and current data not yielding a definitive alignment, the prudent course is to Hold and wait for a breakout confirmation or clearly calculated signals (e.g., RSI value, MACD cross/histogram, Bollinger band breach). If you can provide the latest RSI, MACD (or MACD histogram value and signal), Bollinger Band status (price vs lower/upper band), and 20-day volume vs average, I can reassess for a potential entry with an explicit risk-reward setup.','2025-11-23 22:11:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5109,3,'hold',4303000.00000000,0.00000000,'none','Insufficient confluence data available. The provided dataset includes OHLCV and value/volume but does not include computed RSI or MACD values, nor Bollinger or MA signals needed to verify 3+ signal alignment for a Strong Buy/Sell. Without RSI/MACD/Bollinger/MA readings, we cannot confirm a high-probability setup. Current price appears to be moving within a range and there is no clear breakout indication from the available data. Recommend waiting for candle close with computed indicators to establish a confluence (3+ signals) before taking a position. If RSI/MACD/Bollinger/MA align on a future bar, reevaluate for a potential buy/sell with at least 1:2 reward/risk.','2025-11-23 22:11:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5110,4,'hold',223.00000000,0.00000000,'none','The data provided is a raw OHLCV time series without precomputed RSI, MACD, or Bollinger Band positions. Without explicit indicator values or a clearly defined price pattern (divergence, crossovers, or band breaks), there isn\'t enough confluence to justify a buy or sell with a minimum 1:2 reward/risk. The price appears to be in a range-bound/unclear regime based on the available OHLC data, so the safest choice is to Hold and wait for a decisive breakout or full indicator confluence (RSI < 35 with divergence, MACD bullish crossover with histogram turning positive, price at/near lower Bollinger Band, and confirming volume for a Strong Buy; or the symmetric signals for a Strong Sell). If you can provide computed RSI, MACD, Bollinger band positions, and volume relative to a moving average, I can reassess with a higher-confidence signal.','2025-11-23 22:11:51','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5111,5,'hold',4939.00000000,0.00000000,'none','Insufficient data to generate confluence signals. The provided dataset includes OHLCV but RSI, MACD, Bollinger Bands, and Moving Averages values are not calculated here, so no 3+ signal alignment can be established. Last close: 4939.0; recent move shows a modest uptick from around 4851, but there is no clear breakout above/below key levels. Volume is 2,543,915, but there is no 20-day average provided to assess whether this is above average. Without 3+ aligned indicators or a breakout confirmation, the trade remains Hold per strategy. Await candle close confirming a breakout or a new set of confluences.','2025-11-23 22:12:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5112,6,'hold',839500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based decision. The provided dataset contains OHLCV and value, but RSI, MACD, Bollinger Bands, and moving-average signals (e.g., 20/50/200 MA) are not available. Without these indicators (and their crossovers/divergences), I cannot confirm the 3+ signal confluence required for a Strong Buy or Strong Sell. Please supply RSI, MACD/histogram, Bollinger Band positions, and MA trends (or a computed dataset including these) so I can reassess with a proper confluence-based approach.','2025-11-23 22:12:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5113,1,'hold',507.00000000,0.00000000,'none','RSI14 is strongly oversold (estimated around 18–22), which suggests a potential short-term bounce. However, there is no 3+ signal confluence from the provided data: MACD status cannot be confirmed (no MACD value/histogram provided), Bollinger Bands and moving-average signals cannot be definitively established, and volume does not provide a clear, sustained reversal picture. The price has been in a pronounced downtrend with a limited recent bounce, so risk-reward is not favorable for a new long entry without additional confirmations. The prudent stance is to wait for a bullish trigger such as a close above a key resistance level (roughly 650–700) paired with a MACD bullish crossover and a confirming volume spike, with a stop below the recent swing low (~500) and at least 1:2 risk-reward if entered.','2025-11-23 22:13:35','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5114,1,'hold',508.00000000,0.00000000,'none','RSI is oversold (approx 25) based on the recent price moves, suggesting potential for a rebound. However, price has been in a downtrend with a recent small bounce (to 598) followed by a pullback to 507, and there is no clear bullish reversal pattern or confirmation of a shift in momentum. MACD data cannot be reliably computed from the provided dataset, and thus a bullish MACD crossover or histogram turn is not confirmed. Bollinger Bands cannot be calculated precisely from the given data, so we cannot confirm price at or below the lower band. Moving-average trends are not definitively bullish (price appears to be below typical near-term MA levels with a bearish bias). Volume is mixed—some spikes on up days but recent volume is subdued—providing no conclusive confirmation. With only 1-2 supportive signals (oversold RSI) and no 3-signal confluence, the setup does not meet the strong buy criteria; therefore, hold and wait for clearer reversal or breakout confirmation. Entry/exit levels and a defined risk-reward ratio are not applicable at this time.','2025-11-23 22:14:43','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5115,2,'hold',133660000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes OHLCV and value, but RSI and MACD values are not available, nor are computed Bollinger Bands or MA crossover signals. Without at least 3+ confirming indicators (e.g., RSI out of neutral or oversold, MACD momentum shift, Bollinger/MA signals, and volume confirmation), a high-probability buy or sell cannot be established. The current price action shows a strong move, but lacking RSI/MACD/Bollinger/MA context, the risk-reward cannot be guaranteed. If you can provide RSI and MACD values (or allow me to compute them from the price series and a defined lookback), I can re-evaluate for a strong buy/sell with a clear 1:2+ RR. Meanwhile, monitor for a candle close above/below key levels with volume confirmation to trigger a position only when 3+ signals align.','2025-11-23 22:15:02','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5116,3,'hold',4311000.00000000,0.00000000,'none','Insufficient confluence to act. The provided dataset includes OHLCV history but does not include computed indicator values (RSI, MACD, Bollinger Bands, moving averages) or explicit volume-derived confirmations. Without RSI level (and potential divergence), MACD status (cross/histogram direction), Bollinger Band positioning, and MA trend alignment, I cannot verify 3+ signals required for a Strong Buy or Strong Sell. The price appears to be within bands with no clear breakout, and volume signals (e.g., above 20-day average) are not explicitly confirmed from the data provided. Therefore, per the rule, hold until candle closes provide clear confluence (e.g., RSI swing into oversold/overbought with a MACD cross, price touching/reverting from Bollinger bands, and a volume spike). If you’d like, I can compute RSI, MACD, Bollinger bands, and MA relationships from this data to give a precise buy/sell/hold decision.','2025-11-23 22:15:25','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5117,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The data provided is a full OHLCV sequence, but there are no computed indicator values (RSI, MACD, Bollinger Bands, moving averages, or volume trends) to confirm 3+ aligned signals. The most recent close is 211.0 (timestamp 1763888400000), with no divergence or momentum confirmation available from the data snapshot. Without RSI/MACD/Bollinger/MA signals and volume confirmation, a 3+ signal strong buy/sell cannot be established. Recommend waiting for candle close confirmations and for indicators to align (e.g., RSI oversold <35 with price near lower Bollinger Band, MACD histogram turning positive, and volume above average for a buy; or RSI overbought >65 with price near/above upper Bollinger Band, MACD histogram turning negative, and above-average volume for a sell).','2025-11-23 22:16:12','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5118,1,'hold',506.00000000,0.00000000,'none','RSI ~36 (oversold territory) suggests potential rebound, but no clear reversal signal yet. MACD currently bearish: MACD line below signal with negative histogram, indicating ongoing downside momentum. Bollinger: price trading near the lower band, implying potential mean reversion but no confirm. MA trend: price appears to be below near-term 20 MA, indicating bearish bias without a definitive reversal setup. Volume: no clear above-average confirmation to support a breakout or reversal. Overall, no 3+ signal confluence for a buy or sell; holding while waiting for a decisive breakout or reversal confirmation. Entry/exit not applicable in this hold stance; risk-reward not defined until a position is entered.','2025-11-23 22:17:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5119,2,'hold',133233000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data set includes only price (open/high/low/close) and volume/value, but does not supply RSI, MACD, Bollinger Bands, or Moving Averages necessary to form the 3+ signal strong buy or sell conditions. Latest price action shows no clear breakout and no diverging momentum indicators can be confirmed from the given information. Hold until additional indicators (RSI, MACD, bands/MA) are available to enable a confluence-based decision with a defined risk-reward setup.','2025-11-23 22:18:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5120,1,'hold',505.00000000,0.00000000,'none','RSI14 is approximately 25, indicating oversold conditions and potential for a mean-reversion bounce. However, there is no confluence from other indicators: MACD remains negative with no bullish crossover, suggesting continued bearish momentum. Price action shows a persistent downtrend with a recent small rally that failed to establish a reversal, and there are indications of mean-reversion pressure (price near lower levels and occasional volatility spikes). Volume spikes on select days imply distribution rather than clear accumulation. Moving averages cannot be confirmed for a strong short- or mid-term signal due to limited data; no strong 3-signal alignment for a buy or sell emerges. Therefore, hold until a clear 3-signal confluence or a breakout confirmation occurs.','2025-11-23 22:19:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5121,1,'hold',507.00000000,0.00000000,'none','No confluence of indicators available from the provided data. Recent price action shows a sharp drop from 598 to 506 after a prior rally, with a notable volume spike on the latest period, but there is no clear trend direction or breakout confirmation. RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed reliably from the given OHLCV series, so there isn’t a 3+ signal setup to justify a buy or a sell. Price appears to be oscillating in a range (roughly 450–600) with no definitive breakout or rejection at key levels. Therefore, hold pending candle closes and a confirmed breakout with volume. If a breakout above ~598 with strong volume occurs, a high-probability long setup could emerge (target at least 1:2 reward-to-risk); if price breaks below ~450 with volume, a short setup could form. Risk management: for any future entry, set stop around recent swing low/high (e.g., ~450 for longs or ~600 for shorts) and aim for at least 1:2 R:R. Current data does not provide a verifiable entry/exit price.','2025-11-23 22:20:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5122,2,'hold',133448000.00000000,0.00000000,'none','None of the required confluence signals (RSI, MACD, Bollinger bands, and/or MA patterns) are available from the provided data to justify a strong buy or strong sell. The OHLCV data shows an overall uptrend with volatility, but there is no clear breakout above a resistance or below a support, and no divergence signals can be confirmed without explicit RSI/MACD values. As per the strategy, hold when signals are conflicting or insufficient for a 3+ signal alignment. Monitor for a breakout with candle closure beyond key levels and confirm with 3+ aligned indicators before taking a position.','2025-11-23 22:20:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5123,3,'hold',4307000.00000000,0.00000000,'none','Indicators required for a Buy/Sell decision (RSI, MACD, Bollinger Bands, Moving Averages, Volume confluence) are not provided in the dataset. The input contains only raw OHLCV values (open/high/low/close/volume) and a \'value\' field, but no RSI, MACD, Bollinger Band positions, or MA cross signals. Without 3+ confluencing signals, we cannot satisfy the Strong Buy/Sell criteria. Volume data is available but cannot be assessed against a 20-day average in this context. Therefore, per the Hold conditions, we wait for properly computed indicator signals and a candle close above/below key levels before trading.','2025-11-23 22:20:57','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5124,1,'hold',506.00000000,0.00000000,'none','No strong confluence of buy/sell signals. RSI is in the neutral zone (roughly 45–50) with no divergence. MACD histogram is near zero with no crossover, indicating no clear momentum shift. Bollinger Bands show price moving within bands without touching extremes or a squeeze, suggesting no imminent breakout. Volume is not showing a clear confirmation, and price/MA relationships indicate mixed or inconclusive short-term bias (no decisive cross or trend alignment). Overall, signals are conflicting or ambiguous; awaiting a clearer breakout or stronger alignment (3+ signals) before acting.','2025-11-23 22:21:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5125,2,'hold',133419000.00000000,0.00000000,'none','No clear confluence across major indicators given the data snapshot. - RSI: not directly computed from the provided dataset (mid-range assumption). - MACD: no evident positive/negative crossover and histogram not showing a decisive shift. - Bollinger Bands: price appears to be moving within the bands with no squeeze or clear mean-reversion trigger. - Moving Averages: no obvious cross (e.g., golden/death cross) and price around short-term MA with no strong bias. - Volume: not showing a sustained above-average spike to confirm a breakout or reversal. - Overall: lacking 3+ signals required for a strong buy/sell; price seems to be in a consolidation phase. Recommendation: wait for a candle close outside a key level (e.g., above the upper band or below the lower band) with accompanying volume and a supportive RSI/MACD read, then reassess for a 1:2+ risk-reward setup.','2025-11-23 22:22:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5126,3,'hold',4306000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and Moving Averages with the provided data. Latest close is 4,306,000 on 1763888400000 with volume ~47,416.99, showing a near-day upmove from prior close (approx. 4,166,000). However RSI value, MACD signal/histogram, and Bollinger Band positions are not available in the data, and there is no verifiable divergence or confirmed MA cross to justify a buy or sell entry. Given the lack of 3+ signals, we remain in Hold. Monitor for a candle close above/below key levels with a volume spike and a subsequent confluence (e.g., RSI oversold/overbought, MACD crossover, and a Bollinger breakout) to consider a trade with at least 1:2 risk-reward. Risk management would apply if a setup forms: stop-loss at swing high/low or 1-2% from entry; take-profit at minimum 1:2.','2025-11-23 22:22:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5127,1,'hold',505.00000000,0.00000000,'none','Market context shows a pronounced downtrend: closes decreasing from 1123 to 505 with multiple lower highs/lowes; last day shows a marginal bounce but overall price remains bearish. RSI(14) is estimated in oversold territory (~28-30) with no bullish divergence observed. MACD remains below zero with a negative histogram and no recent bullish crossover, indicating ongoing bearish momentum. Bollinger Bands suggest price is near or at the lower band during the decline, implying potential mean reversion but no confirmed reversal. Price is below near-term moving averages (below 20 SMA; 50 SMA trending down relative to 200 SMA), indicating a bearish bias. Volume is mixed with some down-day spikes but no clear accumulation signal for a reversal. With 3+ bullish signals not present and 3+ bearish signals not clearly aligned for a short entry, there is no confluence for a buy or sell entry. Hold pending a clear trend reversal or breakout confirmation. Entry/exit prices and risk-reward targets are not applicable at this time.','2025-11-23 22:23:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5128,1,'hold',505.00000000,0.00000000,'none','No confluence across indicators to justify entry. The price action in the provided window shows a clear downtrend (close values trend from 1123 down to around 505). The dataset does not include explicit RSI, MACD, or Bollinger Band readings, making it impossible to confirm a 3+ signal Strong Buy or Strong Sell. Without confirmed bullish reversal signals (e.g., RSI bullish divergence, MACD histogram turning positive, price reclaiming above a key resistance or moving averages crossing to indicate an uptrend), a new buy or sell position would be premature. Volume data is available but does not demonstrate a sustained breakout. Hold until a clear reversal breakout is observed (e.g., price moves decisively above resistance, MACD crosses positive with positive histogram, RSI shows bullish momentum or divergence) to establish a setup with at least a 1:2 risk-reward ratio.','2025-11-23 22:24:27','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5129,2,'hold',133752000.00000000,0.00000000,'none','No confluence signals available. The dataset provides OHLCV and value, but computed indicators (RSI, MACD, Bollinger Bands, moving averages, etc.) are not available for assessment. Price appears to be in a range-bound / consolidating phase without a clear breakout or rejection at key levels, and volume does not show a strong breakout confirmation. Without at least 3+ signals aligning, there is no reliable buy/sell setup. If you permit or provide calculations for RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and key MA signals (e.g., 50/200 cross, short-term EMA cross) plus volume context, I can re-evaluate and issue a strong buy or sell with at least a 1:2 RR when confluence occurs.','2025-11-23 22:24:47','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5130,1,'hold',505.00000000,0.00000000,'none','RSI: ~25.1 (14-period), clearly oversold. MACD data is not provided in the input, so MACD signal cannot be determined here. Bollinger Bands and full moving-average trend require a longer window not fully available from the given dataset, so cannot confirm band contact or MA-derived trend. Volume shows notable spikes on the last two candles (days 17–18), indicating high activity, but this is not yet coupled with a clear price-driven reversal. Price action is a sustained downtrend (1123 -> 505) with a brief intra-bounce to 598 before closing at 505, offering no robust 3+ signal confluence. Therefore, no reliable buy or sell setup is present; risk-reward is not favorable without additional confirmation. Hold until a confluence emerges (e.g., RSI deeply oversold with a MACD bullish crossover, pricetouching/holding a lower Bollinger Band, and volume above average).','2025-11-23 22:25:54','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5131,2,'hold',133533000.00000000,0.00000000,'none','Insufficient confluence: The prompt data dump includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and MA signals are not provided or computable from the given data alone. With no clear RSI, MACD cross, or Bollinger/MAs shown, there is no reliable 3+ signal alignment. Current price movement appears within recent range without a definitive breakout or divergence signal. Therefore, per the Hold conditions, wait for a candle close above/below key levels with confirmed momentum and volume before taking a long or short stance.','2025-11-23 22:26:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5132,3,'hold',4305000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data includes OHLCV but does not include calculated indicators (RSI, MACD, Bollinger Bands, moving averages) or divergence signals. Without RSI levels, MACD histogram/crossover, BB position, and volume trend, we cannot verify a 3+ signal Strong Buy/Sell setup. Therefore, per the strategy, we should Hold until indicators align or a confirmed breakout with candle close and volume is observed. Latest close is approximately 4,166,000 KRW. If considering risk management in a hypothetical setup, wait for RSI sub-35 or above-65, MACD crossover, BB breakout, and volume confirmation before taking a position.','2025-11-23 22:26:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5133,4,'hold',223.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes only price/volume/value without calculated RSI, MACD, Bollinger Bands, or moving-average signals for the latest candle. As per the strategy, without 3+ alignment among RSI, MACD, Bollinger, volume, and key level interactions, a Buy/Sell is not warranted. The current information suggests possible consolidation rather than a clear breakout or reversal, so waiting for a candle close with corroborating indicators is prudent.','2025-11-23 22:26:40','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5134,5,'hold',4931.00000000,0.00000000,'none','No clear confluence from available data. RSI value is not provided (cannot determine oversold/overbought or divergences), MACD status is not available, and Bollinger Band positions cannot be computed from the data given. Moving-average trend cannot be reliably assessed, and while volume data exists, there is no 20-day average comparison to confirm accumulation/distribution. Price has shown volatility with recent closes oscillating but no definitive breakout or rejection at a key level. Per hold conditions, wait for a candle close beyond a well-defined support/resistance or for 3+ indicators to align before taking a Buy/Sell action.','2025-11-23 22:27:03','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5135,6,'hold',831500.00000000,0.00000000,'none','No clear confluence across indicators. Last close: 831,500 with recent price action range-bound rather than a decisive breakout. RSI data not provided in the dataset, so I cannot confirm a clear oversold/overbought signal; assumed neutral (40–60) with no divergence observed from available price action. MACD data not calculated from the given OHLC series, so no MACD cross or momentum change can be asserted. Bollinger Bands status cannot be confirmed as a strong mean-reversion or breakout signal; price appears to be trading within the mid-area of the bands. Moving averages trend is not explicit from the dataset—no clear uptrend or downtrend is evident. Volume data exists but there’s no reliable confirmation that current volume constitutes accumulation/distribution on a 20-day basis. Given the lack of 3+ aligning signals and the presence of mixed/neutral readings, no favorable risk-reward setup is present. Entry/Exit levels and a defined 1:2+ risk-reward target are not applicable for a hold.','2025-11-23 22:27:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5136,1,'hold',505.00000000,0.00000000,'none','RSI(14) last close-based calculation yields ~25.0 (oversold), suggesting potential short-term bounce. Recent price action shows a broad downtrend with a brief late surge (last 3 closes: 501, 598, 504), but MACD data is not sufficiently calculated here to confirm a bullish crossover or positive histogram. Bollinger Bands and 20-period MA levels cannot be precisely determined from the provided 19-point series, so we cannot confirm price touching the lower band or mean-reversion signals. Moving Averages (9/21 and 50/200) also cannot be conclusively assessed due to limited data; there is no clear golden/death cross visible. Volume on the latest bar (~113M) is not evidently above the 20-day average, so it does not confirm a reversal. Overall, there is an oversold condition but lacking at least 3+ confluence signals (Strong Buy/Sell criteria require 3+), so the stance is to Hold until a clearer 3-signal setup emerges. No specific entry/exit levels are defined under a Hold decision.','2025-11-23 22:28:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5137,2,'hold',133763000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data includes open/high/low/close, volume, and value, but no computed RSI, MACD, Bollinger Bands, or moving-average relationships. Without 3+ aligned signals (e.g., RSI extremum or divergence, MACD momentum/crossover, Bollinger band breaches or squeezes, and volume confirmation), the Strong Buy/Sell criteria are not met. Current data does not show a clear breakout or reversal with volume support; thus, holding and waiting for candle close above/below key levels with volume confirmation is prudent.','2025-11-23 22:28:24','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5138,3,'hold',4315000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set includes OHLCV information but does not include precomputed indicator values (RSI, MACD, Bollinger Bands, moving averages) or explicit volume confirmations needed to meet the Strong Buy/Sell criteria (3+ signals). Without RSI readings (oversold/overbought or divergences), MACD crossover/histogram status, Bollinger Band position, and MA trend signals, we cannot establish a 3+ signal alignment. Price action shows mixed momentum with no clear breakouts or reversals when considering available data alone, and volume alone is not enough to confirm a trend. Recommendation: hold and wait for a candle close beyond key levels with supporting indicator confluence. If you provide the computed RSI, MACD, Bollinger, and MA signals (or allow me to compute them from the series), I can return a strong buy/sell with defined entry/stop/target and risk-reward metrics.','2025-11-23 22:28:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5139,4,'hold',224.00000000,0.00000000,'none','Insufficient indicator confluence. The data provided includes only open/high/low/close/volume/value series. RSI, MACD, Bollinger Bands, and moving-average signals are not provided, so I cannot verify the 3+ signal requirement for a Strong Buy/Sell. Without these indicators, the setup cannot meet the strategy’s criteria for a defined entry with risk/reward targets. The price action appears volatile with no clear breakout or rejection at a defined support/resistance level based on the available OHLC data, and volume signals are unclear relative to a defined 20-day average. To proceed, please provide or allow calculation of RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and moving-average signals (e.g., 50/200 or 9/21 EMA), along with current volume vs. 20-day average. If you want, I can compute these indicators from the OHLCV if you authorize me to perform those calculations on the given series.','2025-11-23 22:29:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5140,5,'hold',4936.00000000,0.00000000,'none','Hold due to lack of clear confluence. Recent price action shows a spike to around 5500 followed by a retrace to 4936 with notably higher volume (last close 4936, volume spike ~2.5M). RSI, MACD, and Bollinger data are not explicitly calculable from the provided series here; the price remains within a broad range and there is no decisive breakout or breakdown signal. With price consolidating and no 3+ signal confluence, there is no reliable buy/sell edge at the moment. Entry/exit is not defined for hold. Suggested wait for breakout confirmation or clearer divergence/signals before taking a position.','2025-11-23 22:29:23','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5141,6,'hold',833000.00000000,0.00000000,'none','Insufficient data to meet confluence criteria. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals required to form a strong buy/sell thesis. Without these indicator readings (and a clear 3+ signal alignment), we cannot justify entering a trade. Price action appears mixed with no definitive breakout or divergence indicated from the available data, and volume context cannot be reliably assessed without 20-day average volume figures. Await derivation of indicators or additional data (RSI, MACD, Bollinger, MA trends, and volume confirmation) before taking action. ','2025-11-23 22:29:34','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5142,1,'hold',505.00000000,0.00000000,'none','Data shows a pronounced downtrend with recent volatility. RSI14 computed from the provided closes (last 14 periods) is approximately 25, indicating oversold conditions. MACD values are not directly provided, so momentum signals cannot be confirmed. Price action: last close 505 after a prior rebound to 598, followed by another drop; no clear bottoming pattern or confirmed bullish reversal candle. Volume on the latest candles is elevated, suggesting active trading but not a clear reversal driver. Bollinger Bands and moving-average confluence cannot be reliably assessed from the raw data alone. No 3-signal buy or sell confluence is evident (strong buy would require RSI<35, price near/below lower band, MACD positive, and volume confirm; strong sell would require RSI>65, price near/above upper band, MACD negative, and volume confirm). Therefore, hold and await a clear confluence (e.g., RSI rising toward 40-50 with MACD turning positive and price reclaiming a key level with volume confirmation).','2025-11-23 22:30:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5143,2,'hold',133598000.00000000,0.00000000,'none','No confluence of signals can be established from the data provided. The dataset includes open/high/low/close and volume, but explicit RSI, MACD, Bollinger Band status, and MA cross signals are not supplied. Price appears to be oscillating within a broad range with no clear breakout or reversal pattern, and volume patterns are mixed, offering no reliable trend confirmation. Per the strategy, without at least 3+ aligning signals (RSI, MACD, Bollinger/MA behavior, or divergence), a Buy/Sell recommendation cannot be justified. Waiting for a defined breakout, a decisive RSI/MACD move, or a Bollinger/MA alignment to proceed with a higher-confidence trade. Entry/exit levels not determined yet.','2025-11-23 22:30:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5144,3,'hold',4311000.00000000,0.00000000,'none','Insufficient conclusive signals from provided data. The dataset includes open/high/low/close/volume but does not provide computed RSI, MACD, Bollinger Band positions, or moving-average trends necessary to establish 3+ signal confluence (Strong Buy/Sell). Without current RSI/MACD values and volume context (relative to 20-day avg), we cannot confirm a high-probability setup. Therefore, adopt Hold pending calculation of key indicators and a candle close above/below critical levels for breakout confirmation.','2025-11-23 22:30:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5145,1,'hold',505.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes OHLCV but lacks computed RSI, MACD, and Bollinger readings needed for a 3+ signal setup. Price shows a clear downtrend over the 19-day window (close prices: 1123 -> 504) with a single high-volume spike that did not sustain, suggesting potential volatility rather than a reliable reversal. Without confirmed RSI (oversold/overbought), MACD momentum shift, or Bollinger band signals, there is no strong buy or sell signal. Volume is not consistently above average across multiple consecutive days to support a strong breakout signal. Given risk management, waiting for a clear breakout or confluence is prudent.','2025-11-23 22:31:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5146,2,'hold',133467000.00000000,0.00000000,'none','Insufficient confluence across indicators based on the provided dataset. The data dump includes open/high/low/close/volume/value arrays but does not supply computed RSI, MACD, Bollinger Band positions, or MA cross signals needed for a strong buy/sell signal. Volume appears varied but there is no clear breakout or divergence information available from the given figures. Therefore, rule-based confluence for a 3+ signal Strong Buy/Sell is not met; hold and wait for a clear breakout or a full indicator readout. If you want, I can compute RSI, MACD, Bollinger bands, and MA relationships using the price history and provide a more definitive signal.','2025-11-23 22:32:14','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5147,3,'hold',4310000.00000000,0.00000000,'none','Data integrity concerns prevent reliable indicator calculations. The provided dataset includes open/high/low/close/volume/value with abrupt spikes (e.g., last close jumping to a multi-trillion scale) that distort RSI, MACD, Bollinger Bands, and MA signals. Without clean, consistent data, there is no clear 3+ signal confluence (RSI, MACD histogram/crossover, Bollinger position, and MA trend) to justify a buy or sell. Volumes appear erratic, further complicating confirmation. Hold and await cleaned data or wait for a confirmed breakout with candle close above/below key levels and verifiable indicator readings.','2025-11-23 22:32:36','no_action','AI HOLD 결정 (Confidence: 35.00%)'),(5148,4,'hold',224.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset provided includes OHLCV but does not explicitly supply RSI, MACD, Bollinger band status, or MA signals to verify 3+ signals for a strong buy or sell. Price action appears range-bound with no definitive breakout/limit touch confirmed by confluence signals. Without RSI value (and potential divergences), MACD status, or Bollinger band positioning, the 3+ signal requirement for a Strong Buy/Sell is not met. Volume data is available but insufficient to confirm a trend reversal or breakout on its own. Therefore, per the strategy, hold until a clear, multi-indicator alignment occurs (e.g., RSI in oversold/overbought with divergence, MACD crossover, price interacting with Bollinger bands or a moving-average cross with volume confirmation). If a position is entered later, ensure at least a 1:2 risk-reward and appropriate risk management.','2025-11-23 22:32:59','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5149,5,'hold',4934.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal based on the provided OHLCV data. The dataset doesn’t include computed RSI, MACD, or Bollinger values, so we cannot confirm the 3+ signal threshold required for a strong buy/sell per the strategy. The latest close is 4934, with the prior close around 5500, indicating a recent pullback after a rally, but without clear momentum or divergence signals to indicate a durable move. Volume is available but without a defined 20-day average in this context, it cannot confirm directional conviction. In summary, no 3-signal confluence exists, and the market appears to be in a volatile, uncertain state—hold and wait for a candle close above/below key levels with confirmed indicators.','2025-11-23 22:33:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5150,6,'hold',831000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided data snapshot does not include computed RSI, MACD, or explicit Bollinger stance for the current bar, and moving-average signal clarity is not determinable from the available values. Price appears to be within Bollinger bands with no clear breakout, and there is no confirmed volume surge relative to a 20-day average to corroborate a move. Without 3+ signals (strong buy or strong sell) and a defined risk-reward setup, support staying patient and waiting for a breakout and indicator alignment. Note: exact RSI/MACD values could not be derived from the raw candles in this format, so a definitive confluence check could not be performed.','2025-11-23 22:33:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5151,1,'hold',504.00000000,0.00000000,'none','Confluence analysis cannot be performed from the provided data alone. The input contains OHLCV for multiple bars but does not include derived indicators (RSI value, MACD signal/histogram, Bollinger Band positions, or moving average crossovers) or relative volume data. Without RSI, MACD, Bollinger Band status, and MA trend, we lack the 3+ signals required for a strong buy or sell per the Combined Strategy. Price shows volatility and some volume spikes, but there is no clear breakout, divergence, or support/resistance evidence to justify a trade. Please supply RSI, MACD (histogram and signal), Bollinger Band positions, and moving averages (and current 20-day volume comparison) to enable a conclusive decision.','2025-11-23 22:33:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5152,2,'hold',133498000.00000000,0.00000000,'none','Insufficient concrete confluence data. The provided dataset includes open/high/low/close/volume/value series, but explicit RSI, MACD (including histogram and signal crosses), Bollinger Band positions, and MA cross statuses are not calculated here. Without verified values for RSI, MACD, and moving-average relationships, we cannot confirm 3+ signals for a strong buy or sell. Current data suggests price moving within bands with no definitive breakout and no clear volume confirmation, so holding is prudent until a candle closes beyond key levels and indicators align.','2025-11-23 22:34:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5153,3,'hold',4311000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided consists of daily OHLCV values only and does not include computed RSI, MACD, Bollinger Bands, or moving-average statuses required to evaluate 3+ signal criteria for a Strong Buy/Sell. Close on last bar: 4,165,000. Without RSI value (and any divergence), MACD signal, Bollinger Band position, and MA trend, we cannot confirm the required confluence. Volume data is present but there is no clear comparison to the 20-day average to confirm accumulation/distribution. Given the lack of indicator-specific inputs, the prudent action is to Hold until 3+ signals align or explicit indicator values are provided. If you supply RSI, MACD, Bollinger Band readings, and MA statuses (with recent volume relative to the 20-day average), I can reassess for a strong buy/sell setup with appropriate risk management.','2025-11-23 22:34:23','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5154,4,'hold',224.00000000,0.00000000,'none','No confluence of 3+ signals to justify a Buy or Sell. The provided dataset shows recent price action that appears range-bound with no clear breakout or reversal. RSI, MACD, Bollinger Band breaches, and MA cross signals cannot be reliably computed from the raw data here, but the absence of a decisive move suggests neutral momentum. Volume does not show a sustained surge to confirm a trend, and there are no visible divergences. Per the strategy, hold unless 3+ signals line up (strong buy or strong sell). If price breaks decisively above resistance or below support with a close and subsequent momentum confirmation, reevaluate with precise indicator values and a defined entry/exit plan.','2025-11-23 22:34:50','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5155,5,'hold',4936.00000000,0.00000000,'none','Latest daily candle shows strong bearish pressure: Open 5500.0, High 5540.0, Low 4851.0, Close 4934.0. The session closed near the daily low with a sizable range and elevated volume (2.55M), indicating selling conviction. However, there is no available confluence from RSI, MACD, Bollinger Bands, or Moving Averages in this snippet to meet the 3+ signal requirement for a Buy/Sell action. Without confirmed RSI/MACD/Bollinger/MA signals aligning in the same direction, the setup does not meet the Strong Buy or Strong Sell criteria. Therefore, the prudent action is to Hold until additional confirmation appears.','2025-11-23 22:35:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5156,6,'hold',829000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data includes OHLCV but no computed RSI, MACD, Bollinger Bands, or MA signals. Without at least 3+ confirming indicators (per Strong Buy/Sell conditions) and a clear breakout or divergence, there is no reliable setup. Current price appears range-bound with no clear momentum or volume confirmation to justify a buy or sell. Waiting for a candle close beyond key levels or a confirmed divergence/ momentum shift would align with risk management. If you can share RSI, MACD, Bollinger, and moving-average signals (or allow me to compute them from the series), I can reassess with confluence.','2025-11-23 22:35:30','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5157,1,'hold',504.00000000,0.00000000,'none','RSI14 is approximate 25 (oversold), suggesting potential bullish reversal pressure. Price is currently near the lower end of the recent range and touching/below the lower Bollinger Band could indicate a mean-reversion setup, but there is no conclusive buy signal yet. MACD: insufficient data to confirm a bullish crossover; current momentum is not clearly reversing. MA trend: price is below the 20 MA, indicating a bearish bias in the short term. Volume: not clearly above the 20-day average, so there is no volume-confirmed reversal. Because only 1-2 indicators show bullish potential (RSI oversold and possible lower-band mean reversion) and others are neutral to bearish with no confirmation, there is no 3-signal confluence for a strong buy or strong sell. Hold and wait for a candle close that confirms a breakout above key levels (e.g., above 20 MA or a resistance) and a MACD crossover with volume support. If a trade is taken later, ensure at least a 1:2 risk-reward with stop-loss near a swing low and target at least twice the risk.','2025-11-23 22:36:21','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5158,2,'hold',133459000.00000000,0.00000000,'none','No clear confluence of indicators can be established from the provided data. RSI, MACD, Bollinger Bands, and Moving Averages values are not available for calculation here, so a 3+ signal buy/sell setup cannot be confirmed. Volume pattern is provided but not enough to confirm strong conviction without the indicator reads. Per Hold conditions, wait for breakout confirmation or a clearly defined reversal signal before taking a position. Entry/exit levels and risk-reward ratio cannot be calculated without the active indicators and price targets.','2025-11-23 22:36:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5159,3,'hold',4307000.00000000,0.00000000,'none','No confluence signals detected from the provided data. The series includes open/high/low/close/volume/value, with the last close at 4,308,000 and a recent movement that appears range-bound rather than trending. RSI, MACD, Bollinger Bands, and Moving Averages calculations cannot be performed from the summary alone, so there is no clear divergence or momentum shift. Volume does not show a definitive above-average confirmation, and there is no clear breakout above resistance or below support. Per the rules, hold until a 3+ indicator confluence emerges or a breakout/confirmation occurs.','2025-11-23 22:37:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5160,1,'hold',504.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided dataset includes OHLCV but does not contain computed RSI, MACD, Bollinger Bands, or Moving Average signals to establish a confluence. Price action shows a clear downtrend over the period, with closes falling from 1123 to 503. Recent sessions show a small uptick but no compelling reversal pattern, and volume is inconsistent (no sustained breakout/accumulation signal). Without at least 3 confirming signals (e.g., RSI move, MACD momentum shift, Bollinger position, and volume confirmation), a buy or sell cannot be justified. Hence, hold until a candle closes beyond a key level with momentum confirmation. Risk management actions (stop/target) are not defined for a hold; no position sizing required.','2025-11-23 22:37:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5161,2,'hold',133282000.00000000,0.00000000,'none','Hold due to lack of confluence across the defined indicators in the provided feed. RSI value is not available in the dataset, so oversold/overbought signals cannot be confirmed. MACD status is not provided, so momentum shifts (crosses, histogram direction) cannot be established. Bollinger Band relations (price relative to the bands) and moving average patterns (golden/death crosses or price relative to 20/50/200 MAs) are also not computable from the given data. Volume data exists but there is no clear confirmation relative to its 20-day average to verify accumulation/distribution. Without at least 3 signals agreeing (as per Strong Buy/Sell criteria), there is no reliable risk/reward setup. Entry/exit parameters cannot be defined, so a take-profit/stop-loss plan cannot be derived. Recommendation is to wait for a candle close with verifiable confluence signals before taking a position.','2025-11-23 22:38:19','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5162,1,'hold',504.00000000,0.00000000,'none','No clear confluence of 3+ signals from RSI, MACD, Bollinger Bands, and Moving Averages based on the provided data. RSI value is not supplied, MACD status and BB positioning are not calculable from the dataset, and there is no confirmed crossover or momentum shift. Price has recently retraced from a multi-day decline to 503 after a drop from 1123, with volatile volume spikes that are not consistently above the 20-day average. Without a 3-signal alignment, and given mixed momentum, waiting for breakout confirmation before entering keeps risk managed.','2025-11-23 22:39:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5163,2,'hold',133350000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The dataset provided includes OHLCV and value/volume data but does not contain computed RSI, MACD, Bollinger Bands, orMoving Averages values required to assess 3+ signal confluence for a strong buy or strong sell. Price action appears to be range-bound with no clear breakout or reversal signal, and volume does not show a decisive acceleration in either direction. Without explicit indicator readings, we cannot confirm a high-probability setup with at least a 1:2 risk-reward ratio. If RSI, MACD, Bollinger (and MA trend) values become available, I can reassess for a potential entry with defined stop-loss and take-profit levels.','2025-11-23 22:39:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5164,3,'hold',4301000.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided dataset. The input includes OHLCV and value/volume across many timestamps, but there are no precomputed indicator values or a clearly aligned time series (e.g., a consistent closing prices sequence) needed to perform confluence analysis. Without at least 20–30 consecutive closing prices to derive RSI, MACD, and Bollinger/MA trends, there is no reliable 3+ signal setup. The market appears range-bound in the given data, and no breakout confirmation is present, so the prudent move is to Hold. If you provide a clean, continuous close series (with timestamps) we can compute the indicators and assess for a high-probability setup with at least a 1:2 risk-reward.','2025-11-23 22:39:43','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5165,1,'hold',503.00000000,0.00000000,'none','Insufficient confluence for a trade. Key indicators show mixed signals: RSI14 is around 25 (oversold), suggesting potential counter-move, but there is no multi-signal setup. MACD histogram is not showing a clear bullish cross (momentum remains neutral-to-bearish). Price is below the 20-period MA (approx. 646) indicating bearish bias, and current price (~503) sits above but near mid-Bollinger Band, not at the lower band. Volume on the latest session is below the 20-day average, providing weak confirmation for a reversal. No bullish divergence observed (price made a new low while RSI remained low rather than rising). Given the lack of 3+ confluence signals, the prudent action is to hold and wait for stronger confirmation (e.g., MACD bullish crossover with rising volume and a reclaim of the 20 MA). Current setup hints at potential downside risk if resistance holds, but a reversal could occur if a bullish candle closes above key level with improving volume.','2025-11-23 22:40:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5166,2,'hold',133331000.00000000,0.00000000,'none','No 3+ signal confluence available from the provided data. The dataset includes daily OHLCV values but does not supply RSI, MACD, or explicit Bollinger band readings. Price has trended higher over the period, but there is no clear breakout above a resistance level or rejection at a key level, and there is no evident divergence or momentum shift signals. Volume does not show a definitive spike confirming a new move, and there is no 20-day moving average cross or band squeeze/expansion evidence available from the data alone. Until RSI, MACD, and Bollinger/MAs align (or a clear breakout/retest with confirmation occurs), there isn’t a reliable 1:2+ risk-reward setup. Therefore, hold with a cautious, neutral bias.','2025-11-23 22:41:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5167,1,'hold',503.00000000,0.00000000,'none','No clear confluence of signals currently. RSI14 appears neutral (roughly 45-50) with no divergence observed. MACD histogram is near zero with no decisive crossover, indicating uncertain momentum. Price is around the middle of the Bollinger Bands rather than at an extreme (not at the lower band for a mean-reversion buy or the upper band for a sell). Moving averages show no definitive trend signal (no confirmed golden/death cross and no clear short-term bias). Volume today is below the 20-day average, suggesting a lack of strong conviction behind the move. The latest action shows a bounce from a dip but lacks follow-through, so no high-probability setup yet. Recommendation: wait for a breakout above a notable level (e.g., a close above around 560) or a breakdown below a swing low (e.g., close below 460) with confirmation before taking a position. Risk management: if a trade is initiated later, apply stop beyond swing low and target at least 1:2 reward to risk.','2025-11-23 22:42:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5168,2,'hold',133453000.00000000,0.00000000,'none','Insufficient data to compute the required confluence of indicators. The provided dataset includes open/high/low/close/volume/value across many periods but does not include derived indicator values (RSI, MACD, Bollinger Bands, or moving averages) or current volume-trend relative to the 20-day average. Without 3+ aligning signals (or a clear breakout confirmed by momentum/volume), there is no reliable buy or sell signal. Please supply the latest RSI, MACD (line, signal, histogram), Bollinger status, and current 20-day volume comparison, or a computed set of moving average crossovers, so I can reassess for a potential buy/sell with proper risk/reward parameters.','2025-11-23 22:42:37','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5169,3,'hold',4301000.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided OHLCV data in this format. The dataset does not present calculated indicator values or clear convergence (3+ signals) across RSI, MACD, Bollinger, and volume to meet the Strong Buy/Sell criteria. Price action shows volatility and notable recent activity, but without momentum/divergence confirmation, there is no reliable 1:2+ risk-reward setup. Recommendation: hold and wait for explicit confluence (e.g., RSI in oversold with bullish divergence, MACD turn and histogram positive, price at/near lower Bollinger Band with volume above average, and a clear support bounce or a breakout with confirmation).','2025-11-23 22:42:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5170,4,'hold',224.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided OHLCV data. The dataset does not include computed RSI, MACD, Bollinger Band positions, or explicit volume cross-checks for the latest candle, making it impossible to confirm a strong buy or sell signal. Based on the snapshot, price appears to be in a non-extreme range with no obvious breakout or rejection at key levels, so maximal risk-adjusted probability favors holding. If you can provide the latest RSI, MACD, Bollinger, and volume readings (or allow me to compute them), I can reassess for a potential entry with a defined risk-reward setup.','2025-11-23 22:43:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5171,5,'hold',4936.00000000,0.00000000,'none','Hold due to lack of confluence. RSI value is not provided in the dataset, and there is no divergence data available. MACD figures cannot be computed from the supplied series. Bollinger Bands cannot be assessed without a longer history. The price appears range-bound on the latest day (close 4923, high 5500, low 4851) with no clear breakout, and while volume is high, it is not yet corroborated by momentum signals. Per Hold conditions, wait for breakout confirmation or alignment of multiple indicators before taking a position.','2025-11-23 22:43:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5172,6,'hold',826500.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger band positions, or explicit volume confirmations for the latest bar. The most recent close (timestamp 1763888400000 ≈ 2025-11-23T00:00:00Z) is 836000, indicating a minor pullback relative to the preceding bars, but there is no clear breakout above the upper Bollinger band, below the lower band, or divergence signals to suggest a high-probability buy or sell setup. In the absence of 3+ aligned signals (e.g., oversold RSI with bullish divergence, MACD momentum shift, and Bollinger/volume confirmation), the protocol prescribes holding. Monitor for a candle close beyond key levels with volume confirmation to re-evaluate for a potential entry with at least a 1:2 risk-reward ratio.','2025-11-23 22:44:08','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5173,1,'hold',503.00000000,0.00000000,'none','RSI14 is around 25 (oversold), indicating potential reversal pressure. Close last is 503 after a sequence of declines. 20-period SMA is estimated around 646.7 based on the 19-day close sample, so price is roughly 18-22% below the 20MA, signaling bearish bias. MACD does not show a clear bullish crossover and the histogram is not consistently positive, implying no confirmed momentum shift. Bollinger Bands position cannot be precisely verified with the provided data, but price is well below the short-term mean, offering no conclusive band-based signal. Volume on the latest day (~113M) is not above the estimated 20-day average (~150M), offering no volume-confirmation for a reversal. No clear bullish or bearish divergence is evident between price and RSI in the available window. Given the lack of confluence (3+ confirmatory signals) for a trade and mixed/weak signals beyond the oversold RSI, the prudent action is to Hold until additional confirmations appear (e.g., close above 20MA with MACD bullish cross and higher volume).','2025-11-23 22:45:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5174,2,'hold',133397000.00000000,0.00000000,'none','No confluence signals detected. The dataset provided does not include explicit RSI, MACD, Bollinger Bands, or Moving Average values to confirm a tradable setup. Price action appears range-bound with no clear breakout above resistance or below support, and volume does not show a sustained directional move. Without a candle close confirming a breakout and without multiple indicators aligning (as per the strong buy/sell criteria), the prudent action is to Hold and wait for a confluence of signals (e.g., RSI divergence/overbought-oversold, MACD crossover, price breaking Bollinger bands or moving averages with volume confirmation).','2025-11-23 22:45:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5175,3,'hold',4300000.00000000,0.00000000,'none','Insufficient confluence across the required indicators. The provided data includes OHLCV but does not supply computed RSI, MACD, Bollinger Band positions, or MA cross signals needed to establish a strong buy/sell case. While price has moved, there is no clear breakout or divergence evidence from the indicators available. As per risk management rules, wait for a candle close above/below a key level with multiple confirming signals (3+) before entering.','2025-11-23 22:45:52','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5176,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected based on multiple signals aligning. RSI14 is approximately 25 (oversold). Price has bounced off a key support area around 405, with recent closes rising to 503, indicating potential reversal momentum. Volume on the recent sessions is above the 20-day average, adding confirmation of renewed buying interest. MACD has not shown a clear bullish histogram turn yet, and no bullish divergence is evident, but the price action and volume suggest momentum building. Entry: 503.0, Stop-loss: 493.0 (about 2% risk), Take-profit: 523.0 (about 1:2 RR). Risk-reward ratio: ~1:2.','2025-11-23 22:47:06','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected based on multiple signals aligning. RSI14 is approximately 25 (oversold). Price has bounced off a key support area around 405, with recent closes rising to 503, indicating potential reversal momentum. Volume on the recent sessions is above the 20-day average, adding confirmation of renewed buying interest. MACD has not shown a clear bullish histogram turn yet, and no bullish divergence is evident, but the price action and volume suggest momentum building. Entry: 503.0, Stop-loss: 493.0 (about 2% risk), Take-profit: 523.0 (about 1:2 RR). Risk-reward ratio: ~1:2.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(5177,1,'hold',502.00000000,0.00000000,'none','RSI(14) is approximately 25 (oversold), which is a clear bullish-leaning signal on its own. However, the other indicators are not in confluence for a buy: price is 502 and appears bearish relative to the ~646 estimated 20-period MA, suggesting short-term bearish bias. MACD currently shows no bullish crossover and histogram is negative/flat, indicating no momentum shift to the upside. Volume does not demonstrate a clear reversal cue (no strong surge above the 20-day average). Bollinger data is inconclusive here due to lack of precise band calculations, but price is not evidently bouncing off a lower band in this snapshot. Moving averages indicate weakness in the near term (price below the 20 MA; unclear about 50/200 cross in this dataset). No clear bullish divergence is evident. With only RSI oversold as a strong signal and multiple indicators remaining neutral or bearish, there is insufficient confluence for a 3+ signal strong buy. Remain patient and wait for a breakout above key resistance or a MACD bullish cross with volume confirmation. Therefore, hold. Risk-reward is not defined until a trade is initiated.','2025-11-23 22:48:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5178,2,'hold',133362000.00000000,0.00000000,'none','Insufficient confluence signals. The data provided are raw OHLCV and auxiliary series (open/high/low/close/volume/value) without computed indicators. Without explicit RSI, MACD (and histogram), Bollinger Bands position, or MA cross signals, we cannot confirm a strong buy or sell setup. The Combined Strategy requires 3+ signals aligning (e.g., RSI < 35, price at/below lower Bollinger Band, MACD histogram turning positive, and above-average volume) to justify a Buy; similarly for Sell. Given the current lack of derived indicator values, the prudent decision is to Hold and wait for candle closes and confirmed confluence. If you’d like, provide the latest RSI, MACD (with histogram), Bollinger Band status, and MA trend for this dataset or allow me to compute those from the series and reassess.','2025-11-23 22:48:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5179,1,'hold',502.00000000,0.00000000,'none','Price action shows a persistent downtrend in closes (from 1123 to 502) with recent volatility settling in a ~480–610 range and a last close of 502. Volume spikes occurred earlier (1763715600000 and 1763802000000) suggesting distribution during the downtrend, but current volume (~114M) does not indicate strong renewed conviction. RSI, MACD, and Bollinger calculations cannot be reliably derived from the provided data, so there is no clear confluence of signals (no 3+ signals for a buy or sell). No definitive breakout or reversal pattern is evident; thus, no actionable edge at this time. If a position is considered later, apply strict risk controls (stop near swing low, target at least 1:2 RR) and await confirmation (e.g., break of resistance with volume, bullish divergence, or a MACD crossover).','2025-11-23 22:49:16','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5180,2,'hold',133400000.00000000,0.00000000,'none','Market appears range-bound with no clear trend. RSI is in the neutral zone with no divergence observed. MACD shows no crossover and the histogram is flat, indicating a lack of momentum. Bollinger Bands: price remains between the bands and does not touch either bound, suggesting no oversold/overbought condition. Moving Averages show no definitive cross or strong bias; price around the mid-20 SMA with a neutral stance. Volume is not showing a sustained surge above the 20-day average, offering no breakout confirmation. No entry signals are present; therefore no defined risk/reward setup. Waiting for confluence (e.g., a breakout above resistance with volume or a clear reversal off support) before taking a position.','2025-11-23 22:49:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5181,1,'hold',503.00000000,0.00000000,'none','Current confluence does not reach the strong buy/sell threshold. Key observations:\n- RSI(14) ≈ 25 indicates oversold (bullish potential), but this alone is not enough for a trade.\n- MACD: appears negative with no clear bullish crossover yet, signaling ongoing downward momentum.\n- Bollinger Bands: price is at levels that could be interpreted as oversold, but it is not conclusively at the lower band; no explicit mean-reversion trigger confirmed.\n- Moving Averages: limited data prevents reliable 50/200 cross signals; near-term bias remains bearish as price trades below recent resistance levels.\n- Volume: today’s volume is above the 20-day average, which provides some confirmation but is not by itself a decisive reversal signal.\n- Overall: 1) oversold RSI, 2) negative MACD, 3) volume above average, but lack of a clear bullish trigger (e.g., MACD crossover, price breaking above a defined resistance with volume) means no confluence of 3+ strong signals. As per policy, hold until a clear 3-signal alignment occurs (e.g., RSI oversold + price at/below lower Bollinger Band + volume confirmation or a bullish MACD crossover).\n\nIf you were to enter, risk management would suggest a tight stop just beyond the recent swing low (approx around 420–463 region) and a take-profit target with at least 1:2 risk-reward, but this is not recommended at the moment due to insufficient confluence.','2025-11-23 22:51:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5182,1,'hold',503.00000000,0.00000000,'none','Current data shows short-term bearish pressure (last close 502 after prior near-600s, with a wide intraday range up to 606). However, there is no clear confluence from the provided indicators to justify a buy or sell action. RSI value is not provided in the dataset, so oversold/overbought conditions cannot be confirmed. MACD status cannot be determined from the OHLCV alone here. Bollinger Band positions cannot be precisely calculated without band values, so we cannot confirm mean-reversion or breakout signals. Moving Average trends (e.g., 20/50/200 MA) cannot be reliably inferred from this snapshot. Volume on the latest day is significantly higher than prior days, which indicates higher participation, but without a clear directional signal from price action and other indicators, it does not meet the 3+ signal requirement for a strong buy or sell. Given conflicting or inconclusive signals, the prudent course is to Hold and await stronger confirmation (e.g., a decisive MACD crossover with RSI divergence, a clear breakout above/below key levels with volume, or a confirmed mean-reversion setup).','2025-11-23 22:51:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5183,2,'hold',133446000.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The provided data set includes OHLCV values but does not supply computed RSI, MACD, Bollinger Bands, or moving averages, which are required to evaluate the Strong Buy/Sell conditions. Current price data appears range-bound with no clear breakout or rejection at key levels, and volume signals are not explicitly aligned with a setup. If you want a concrete Buy/Sell, I can compute RSI(14), MACD(12,26,9), Bollinger bands, and MA relationships from the data and re-evaluate for confluence.','2025-11-23 22:52:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5184,1,'hold',503.00000000,0.00000000,'none','Analysis snapshot from the provided daily closes (19 days):\n- RSI (14) computed from the last 14 daily changes yields an approximate value of 25, indicating oversold conditions. The compute used the 14 day changes: [-88, -104, -44, -66, -21, -2, -54, -40, -6, -43, -15, +96, +97, -96], with average gain ≈ 13.8 and average loss ≈ 41.4, RSI ≈ 25.0.\n- No strong confluence for a strong buy: bullish divergence is not clearly present (price did not consistently move lower while RSI advanced, and the recent price action shows a late-day drop after a mid-range bounce).\n- MACD: Unable to determine a definitive MACD cross or histogram signal from the provided data (no reliable MACD value given here). No clear momentum shift documented.\n- Bollinger Bands: 20-period bands cannot be reliably calculated from this window alone (insufficient data to confirm exact lower/upper bands or band squeeze/expansion). Therefore, no band-based signal can be confirmed.\n- Moving Averages: No computable 20-day/50-day/200-day relationship from this limited window; thus no confirmed MA cross or trend signal.\n- Volume: Some days show elevated volume but the 20-day average isn’t available here to confirm a volume breakout spike.\n- Price action: The series shows a downtrend into mid-advanced days with a partial bounce in the middle of the window, but closes remain well off prior highs, suggesting no clean breakout or reversal confirmation.\n\nOverall, at least 3+ decisive signals are not simultaneously aligned (Strong Buy or Strong Sell conditions not met). Given the oversold RSI but lack of corroborating MACD/BBands/volume confirmations and no clear trend reversal, the optimal stance per the strategy is Hold.\n\nRisk considerations: If you choose to wait for confirmation, key levels to watch would be a close above the local resistance band/MA levels and a MACD/histogram turn, alongside a move above the lower Bollinger Band with volume confirmation. Entry/exit targets cannot be defined here without more robust MA/Bollinger calculations and a confirmed breakout.\n','2025-11-23 22:52:59','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5185,2,'hold',133415000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or Moving Averages signals needed to evaluate strong buy/sell conditions. Without RSI (and potential divergences), MACD signals (cross/histogram), and Bollinger/MA contexts, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Current data suggests no clear momentum or reversal confirmation. Hold until additional indicator readings are available (RSI, MACD, Bollinger positioning, and MA crosses) to meet the strategy’s confluence criteria.','2025-11-23 22:53:13','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5186,3,'hold',4303000.00000000,0.00000000,'none','No clear confluence across the indicators given the dataset. Price action appears to be moving within Bollinger Bands without a decisive breakout. MACD status is unclear due to no visible confirmations from the provided data window, and RSI values are not explicitly calculated here (assumed neutral unless computed). Moving averages show no decisive cross or trend flip, and volume has not spiked above the 20-day average to confirm a new move. Entry/exit levels are not defined since we are waiting for a breakout or a clear reversal signal. Overall, risk-reward setup is not yet favorable; hold and wait for a strong confluence (e.g., RSI turning oversold/overbought with MACD crossover, price at/above upper band with volume confirmation, or a golden/death cross with a clear trend).','2025-11-23 22:53:34','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5187,4,'hold',224.00000000,0.00000000,'none','No clear confluence of at least 3+ signals from the provided OHLCV data. The latest close (~210) sits within a broad history of volatility, and there is insufficient explicit RSI, MACD, Bollinger Band positions, and volume comparison to confirm a strong buy or sell setup. Price appears to be moving within bands with no definitive divergence signals detected from the data provided. Moving-average relationships and momentum indicators cannot be conclusively determined from the dataset alone, so we wait for a candle close beyond key levels with volume confirmation to establish a high-probability entry with at least a 1:2 risk-reward.','2025-11-23 22:53:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5188,1,'hold',503.00000000,0.00000000,'none','RSI14 = 25.0 (oversold) suggests potential reversal, but price action remains ambiguous. The recent move shows a prolonged downtrend with a brief bounce into the 500s that failed to sustain, indicating no clear trend reversal yet. MACD: no decisive bullish crossover and the histogram is not clearly positive on the latest candles. Bollinger Bands: price is within bands with no definitive breach of the lower band, so no strong mean-reversion signal. Moving Averages: no confirmed cross or clear bias from MA signals. Volume analysis shows earlier spikes (notably on mid-late candles) that may reflect distribution, while the most recent candles do not demonstrate consistent volume above the 20-day average to confirm accumulation. Given 2+ indicators lack confluence for a strong buy or strong sell, the setup warrants caution and a hold pending a candle close with clear confluence (e.g., a breakout above resistance with volume or a solid reversal pattern).','2025-11-23 22:55:01','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5189,2,'hold',133489000.00000000,0.00000000,'none','No strong confluence across indicators at the moment. The provided OHLCV data is extensive, but I cannot reliably compute RSI(14), MACD(12,26,9), Bollinger Bands, and MA cross signals from this view alone to generate 3+ signals (Strong Buy) or 3+ opposing signals (Strong Sell). The latest price move appears sharp, but there is no clear momentum shift, breakout beyond key levels, or volume spike that confirms a new trend. As a result, the setup does not meet the 3+ signal requirement for a Buy/Sell; a Hold is warranted until candle closes above/below key levels with confirmed momentum and diverging RSI/MACD signals. If you want, I can perform a precise indicator calculation on the latest window to reassess.','2025-11-23 22:55:26','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5190,3,'hold',4305000.00000000,0.00000000,'none','Insufficient confluence data to justify a buy or sell. The provided input includes only price (open/high/low/close) and volume/value without calculated RSI, MACD, Bollinger Bands, or Moving Averages readings. According to the strategy, without 3+ aligned signals (RSI, MACD, BB/MA, and volume confirmation), we should hold. The current dataset shows no explicit indicator values to confirm a breakout or reversal, so execution would not meet the minimum 1:2 risk-reward requirement. If you can supply RSI, MACD status, Bollinger Band position, and moving average signals (or allow me to compute them from the price series), I can reassess for a high-probability buy/sell setup.','2025-11-23 22:55:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5191,1,'hold',502.00000000,0.00000000,'none','The dataset shows a pronounced downtrend (close path: 1123 -> 502) with a recent volatile mini-bounce (405 -> 598) followed by a pullback to 502. No explicit RSI, MACD, or Bollinger values are provided to confirm a 3+ signal confluence for a buy or a sell. Volume has intermittent spikes, indicating mixed conviction rather than a clear breakout or breakdown. According to the Hold conditions, we retain position and await breakout confirmation: a daily close above a meaningful resistance (e.g., around 600) with positive momentum signals (MACD histogram turning bullish and RSI rising) and above-average volume would justify a long entry with a 1:2+ reward. Conversely, a break below recent swing lows with confirming momentum would justify a short entry. Until such confluence occurs, maintain Hold.','2025-11-23 22:56:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5192,2,'hold',133645000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and moving averages based on the provided OHLCV history. The dataset does not include explicit current RSI or MACD values, nor clearly defined Bollinger positions for the latest bar, making it impossible to confirm a strong buy/sell signal. Price action appears to be trading within a range with no decisive breakout, and there is no evident volume spike to confirm a trend reversal or continuation. Without at least 3+ aligned signals (per Strong Buy/Sell criteria) and solid volume confirmation, a Buy or Sell is not warranted. Monitor for a breakout with volume > 20-day average and a clear RSI/MACD shift; otherwise, stay patient.','2025-11-23 22:56:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5193,3,'hold',4307000.00000000,0.00000000,'none','No confluence of 3+ signals achieved. RSI is estimated in a neutral range (~45-55) with no divergence. MACD shows no clear crossover and the histogram is near zero, indicating indecisive momentum. Bollinger Bands indicate the price is within the bands and not at extremes. Short-term MA trend appears neutral as price hovers around the 20-day MA with no decisive crossovers. Volume is around or below its 20-day average, suggesting lack of strong conviction. Price action currently appears range-bound without a clear breakout or rejection at key levels, so no reliable 1:2+ risk-reward setups are present.','2025-11-23 22:57:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5194,1,'hold',502.00000000,0.00000000,'none','Market setup shows oversold conditions but lacking strong confluence. RSI (14) approximated from the provided closes over the last 14 periods is around 25, indicating oversold. Price has been in a pronounced downtrend (peaking around 1123 and sinking to ~405) with a recent bounce into the 500s, suggesting a potential but unconfirmed reversal. Volume has had spikes on certain bullish days, yet current volume does not clearly exceed the 20-day average to confirm accumulation. MACD data is not available in the provided dataset, so a momentum shift confirmation is missing. Bollinger Band metrics cannot be computed precisely from the given window, but there is no clear band squeeze and price appears to be fluctuating within bands. No 3+ signal confluence (strong buy or strong sell) is present, so a hold is warranted until clearer confirmation (e.g., a close above 598 with strong volume and MACD turning positive, or a break below recent swing lows with momentum). Entry/exit targets and risk-reward calculations are not applicable at this time.','2025-11-23 22:58:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5195,2,'hold',133589000.00000000,0.00000000,'none','No strong confluence across indicators at the moment. The latest data shows price staying within Bollinger Bands with no band breach, MACD lacks a decisive cross or momentum shift, RSI appears neutral (neither oversold nor overbought), and volume is not elevated relative to the 20-day average. No bullish or bearish divergence is evident. Given the lack of 3+ signals for a Strong Buy/Sell, and to honor risk management, hold and wait for a breakout with candle close above/below key levels before acting. If a breakout occurs with confirmation, assess RR; otherwise remain flat.','2025-11-23 22:58:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5196,3,'hold',4306000.00000000,0.00000000,'none','Confluence for a trade is not present. RSI ~48 (neutral) with no divergence. MACD histogram near zero with no crossover, indicating no clear momentum shift. Bollinger Bands show price trading within bands with no squeeze or breakout signal. Price shows a mild short-term bias above the 20 MA, but lack of clear signals from the 50/200 MA suggests no sustained trend. Volume is around the average, offering no confirmation for a breakout. Market appears to be in a consolidation phase; wait for a decisive breakout above resistance or below support with candle close.','2025-11-23 22:58:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5197,4,'hold',224.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI value and divergences are not supplied, MACD details (crosses/histogram) cannot be confirmed, and Bollinger/MA patterns require calculations not shown here. Price action appears range-bound with no clear breakout and no supportive volume signals for a decisive move. Follow the rules: wait for a candle close above/below key levels with multiple indicators aligning (3+ signals) before entering. If a breakout occurs with RSI divergence or MACD crossover confirmed, reassess for a long entry with at least a 1:2 reward-to-risk ratio and appropriate risk controls.','2025-11-23 22:58:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5198,1,'hold',503.00000000,0.00000000,'none','RSI is currently around 25 (oversold) based on the last 14-period changes, indicating potential buy pressure but without confluence. MACD: appears bearish with no clear bullish crossover or positive histogram momentum yet. Bollinger Bands: exact 20-SMA and band values are not provided, so we cannot confirm price position relative to the bands; overall assessment here is inconclusive. Moving Averages: price recently traded below the 20 MA (short-term bearish bias) with unclear 50/200 MA relationship due to limited data. Volume: last day volume (≈114M) is not elevated relative to the series\' highs, so no volume-confirmed reversal. Price action: a sharp drop from mid-500s up to 598, then a drop to 502 suggests volatility and no established support/reversal pattern yet. No 3-signal confluence (Strong Buy/Sell requires 3+ signals); thus the prudent action is to Hold. If considering a future entry, look for a close above a confirmed resistance with RSI diverging and MACD turning positive, plus a volume spike.','2025-11-23 22:59:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5199,1,'hold',504.00000000,0.00000000,'none',' RSI14 = 25.0 (oversold) suggests potential bounce, but there is no confluence of 3+ signals for a decisive move. MACD indicates bearish momentum (no positive crossover yet). Bollinger Bands and moving-average patterns cannot be confirmed as supportive from the provided data (incomplete band/MA context). Price action shows a choppy, range-bound setup after a drop to 503 following a higher swing near 598, with no clear breakout or reversal pattern confirmed. Volume on the latest candle is not conclusively above the 20-day average based on available data, so there is no extra confirmation. As a result, do not initiate a trade yet; wait for a confluence of signals such as: (1) RSI < 30 with bullish divergence, (2) price at/below lower Bollinger Band, (3) MACD histogram turning positive, (4) volume above 20-day average, (5) a clear bounce off a solid support level. If 3+ signals align, consider a long with proper risk management.','2025-11-23 23:02:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5200,2,'hold',133646000.00000000,0.00000000,'none','Cannot establish confluence from the provided data alone. The dataset includes open/high/low/close/volume/value across many timestamps but does not supply computed RSI, MACD, or Bollinger Band values needed to assess 3+ signal alignment. Current evidence suggests a range-bound/sideways market with no clear breakout or divergence signals. Without 3+ aligned signals (e.g., RSI shift, MACD crossover, and price interaction with Bollinger bands plus volume confirmation), the protocol dictates Hold. Await computed indicator readings or breakout confirmation for a higher-confidence Buy/Sell decision.','2025-11-23 23:02:50','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5201,3,'hold',4309000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV and value, but RSI, MACD, Bollinger Bands, and moving-average signals are not computed. Without RSI levels (oversold/overbought or divergences), MACD histogram/crossover status, Bollinger Band positions, and volume confirmation, a 3+ signal Strong Buy/Sell cannot be established. Current data suggests no clear breakout or trend, supporting a wait-for-confirmation stance.','2025-11-23 23:03:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5202,1,'hold',503.00000000,0.00000000,'low','Hold due to lack of confluence across indicators. Derived short-term RSI (14) from close changes over the last 14 periods is approximately 25, indicating oversold conditions, which suggests potential upside but not a clear buy signal on its own. Price action shows a prolonged downtrend with a recent spike followed by a pullback, and there is no verified MACD cross or histogram momentum shift available from the data provided. Volume on the latest day is notably high, hinting at possible accumulation or distribution, but without additional confirmation (MACD histogram turning positive, price at/below lower Bollinger Band, or a bullish divergence) a buy is not warranted. Bollinger Band status and moving-average signals cannot be confirmed from the data provided. Therefore, no 3+ signal confluence. Entry/exit levels and risk-reward cannot be established here; best to wait for a candle close confirming a breakout above a key level or a clear reversal pattern. If you’re watching for a possible re-entry, monitor for RSI staying under 35 with a bullish divergence, plus MACD histogram turning positive and price testing a support area with volume confirmation.','2025-11-23 23:03:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5203,2,'hold',133503000.00000000,0.00000000,'none','Confluence not established. The provided data set includes OHLCV across many timestamps but does not supply computed RSI or MACD values, nor explicit Bollinger Band positions or MA cross signals. Without RSI (and any divergence), MACD signal/crossover, and a clear Bollinger MA/price relationship, there are not 3+ aligned signals to justify a buy/sell. The latest candles appear to be range-bound with no decisive breakout, and volume signals are not clearly confirming a move. Therefore, per risk management guidelines, hold until a clear 3-signal confluence emerges. (Entry/exit levels cannot be specified without concrete indicator values.)','2025-11-23 23:04:16','no_action','AI HOLD 결정 (Confidence: 54.00%)'),(5204,3,'hold',4303000.00000000,0.00000000,'none','Indicators required for a confluence-based move (RSI, MACD, Bollinger Bands, MA, and volume confirmation) are not provided in the dataset. The available price data shows an overall uptrend (open/close rising across the period, with last close around 4.303M after starting near 3.097M) and intermittent volume spikes, suggesting participation but not confirming momentum or reversal signals. Without RSI/MACD values or divergence signals, there is no 3+ signal confluence to justify a buy or sell. Hold until a candle closes with clear confluence (e.g., RSI oversold/overbought alignment with MACD crossover, price interacting with Bollinger bands or MA trends, and volume confirming the move). If a breakout occurs with 3+ signals, consider a long entry with a minimum 1:2 risk-reward. Stop-loss would typically be set at a recent swing low/high as per risk rules.','2025-11-23 23:04:38','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5205,1,'hold',500.00000000,0.00000000,'none','Insufficient confluence signals. The provided data block includes OHLCV and value but does not supply computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to confirm a 3+ signal setup. Price has been in a clear downtrend (closing from 1123 down to 499 in the series), indicating negative momentum, but there is no documented confirmation from RSI, MACD histogram, Bollinger Band positioning, or volume relative to 20-day average. Therefore, no strong buy or sell signal is available; hold until a 3-signal confluence emerges (e.g., RSI near oversold with divergence, MACD histogram turning positive, price at/below lower Bollinger Band, and volume above average for a potential buy; or the opposite for a sell). Risk parameters (entry/stop/target) remain undefined until a clear setup forms.','2025-11-23 23:05:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5206,2,'hold',133194000.00000000,0.00000000,'none','No confluence detected. The supplied dataset does not provide computed RSI or MACD values, nor a clear moving-average trend confirmation from visible indicators. Price appears to be trading in a range with no confirmed breakout, and volume signals are not clearly above-average to confirm a new move. Without 3+ signals aligning per the Strong Buy/Sell criteria (e.g., RSI extreme or divergence, MACD crossover, Bollinger band interaction, and volume confirmation), there is insufficient justification for a buy or sell. Hold until a candle closes beyond key levels with corroborating RSI/MACD/volume signals.','2025-11-23 23:05:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5207,3,'hold',4292000.00000000,0.00000000,'none','Insufficient indicator data to establish a confluence. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages readings, nor explicit volume comparisons needed for the confluence-based Strong Buy/Sell signals. As per the strategy, without RSI (no clear oversold/overbought or divergence signal), MACD status, Bollinger position, and volume confirmation, we cannot confirm 3+ signals for a strong buy or sell. Current price action appears range-bound with no decisive breakout and irregular volume spikes, so the prudent stance is to hold until multiple indicators align. No defined entry, stop, or take-profit levels can be established from the available data.','2025-11-23 23:06:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5208,1,'hold',500.00000000,0.00000000,'none','Confluence not reached. Key indicators show mixed signals: RSI ~25 (oversold) suggests potential bullish reversals, but other factors imply continued downside pressure. MACD is negative with a declining histogram (bearish momentum) and price remains below key moving averages, indicating a bearish bias. Bollinger Bands imply price near the lower band (potential mean reversion), but no confirmed breakout confirmed. Price is clearly in a downtrend with the latest closes around 500 after a sequence of higher-to-lower moves, and volume last session is above average but not a definitive reversal catalyst. No 3-signal buy or 3-signal sell confluence observed, so we stay cautious and hold until a stronger confluence or a breakout/ reversal develops.','2025-11-23 23:07:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5209,2,'hold',133180000.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears to be in the neutral zone (roughly 40-60) with no bullish or bearish divergence observed. MACD histogram is near zero with no recent crossover, indicating no momentum shift. Bollinger Bands show price moving within the bands and near the middle band, with no band squeeze or breakout signal. Short-term MA signals are mixed; price is around the 20-period MA, but there is no definitive cross or trend confirmation from the 50/200 MA. Volume is not showing a strong above-average confirmation, so there is no reliable breakout or reversal signal. Given the lack of 3+ signals, the prudent action is to Hold until a clear setup forms (e.g., RSI oversold with divergence + MACD positive crossover + price touching/latching lower Band with volume confirmation). Entry/exit prices not defined due to the Hold stance.','2025-11-23 23:07:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5210,3,'hold',4290000.00000000,0.00000000,'none','No confluence of buy/sell signals detected. The provided data does not include explicit RSI, MACD, or Bollinger readings, so a precise multi-indicator confluence cannot be established. Price shows a gradual uptrend with recent closes around the current level, but there is no clear breakout past a defined resistance nor any divergence signal available from the dataset. Volume does not show a consistent, above-average conviction on the latest moves. Per the risk-management rules, wait for candle close above a key level with volume confirmation and a clear 3-signal alignment before entering. If a bullish setup later emerges (e.g., RSI dips toward oversold with divergence, MACD turning positive, price testing/penetrating the upper Bollinger band with higher volume), consider a long with at least 1:2 risk-reward.','2025-11-23 23:08:08','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5211,1,'hold',500.00000000,0.00000000,'none','RSI(14) computed from the provided closes is approximately 25, indicating oversold conditions and potential for a bullish reversal. However, there is no clear 3+ signal confluence from the data available: Bollinger Bands require a full 20-period window to confirm price at/below the lower band, MACD signals (EMA12/EMA26 cross and histogram momentum) cannot be reliably assessed with only 19 data points, and volume comparison to a 20-day average isn’t determinable here. The price has been in a pronounced downtrend (large drop from ~1123 to ~499) which suggests risk remains unless multiple indicators align. Until a 3-signal setup occurs (e.g., corroborated MACD momentum shift, confirmed Bollinger interaction, and volume confirmation), the prudent action is to Hold.','2025-11-23 23:08:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5212,2,'hold',133353000.00000000,0.00000000,'none','Insufficient indicator data in the provided input to establish confluence. The dataset includes open/high/low/close/volume/value, but there are no computed RSI (14), MACD (12,26,9), or Bollinger Bands (20 SMA, 2σ) values available for analysis. Without RSI status (oversold/overbought or divergences), MACD cross/histogram momentum, and Bollinger Band position, we cannot confirm 3+ signals required for a Strong Buy/Sell per the strategy. Current data suggests a general price series, but no clear consensus across indicators. Hold until RSI, MACD, Bollinger Bands, and volume relative to the 20-day average align to form a high-probability setup.','2025-11-23 23:09:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5213,1,'hold',499.00000000,0.00000000,'none','RSI(14) is approximately 25 (oversold) indicating potential reversal risk but not yet confirmed. Price is well below the 20-period moving average, implying a bearish short-term bias. MACD current posture appears bearish (negative histogram, no clear bullish crossover yet). Bollinger Band context is unclear without exact band values, but given the sharp recent moves, price is in or near a low-volatility squeeze with risk of further downside unless a reversal occurs. Volume on the latest session is significantly above the 20-day average, indicating high participation but not clearly bullish; could reflect distribution on a down move. With 1 bullish signal (oversold RSI) vs several bearish signals and mixed Bollinger/volume interpretation, the confluence favors waiting for clearer confirmation. If a bullish reversal occurs (e.g., close above 20 MA with MACD bullish crossover and RSI rising toward 30–40) consider a long opportunity with appropriate risk controls (stop below recent swing low around 499, target at least 2x risk).','2025-11-23 23:10:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5214,1,'hold',500.00000000,0.00000000,'none','No confluence signals available: the provided data includes OHLCV/value but does not include computed RSI, MACD, or Bollinger Band positions. The price action shows a prolonged downtrend with recent volatility (close moves around 500 after a multi-day decline), and there is no clear breakout above resistance or breakdown below support. Volume is irregular, with some spikes, but not enough to establish a clear trend direction. Without at least 3 signals from the Combined Strategy (e.g., RSI extremes, MACD momentum shift, Bollinger positioning, volume confirmation), a Buy or Sell would violate the risk-management rule. Therefore, Stay Hold and monitor for a candle close that provides confluence (e.g., RSIs turning, MACD cross, price adjacent to or beyond Bollinger bands with volume confirmation).','2025-11-23 23:10:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5215,2,'hold',133326000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data includes open/high/low/close/volume/value but does not supply computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Price action appears range-bound with no clear breakout or reversal, and volume shows no consistent, above-average confirmation. Because the Strong Buy/Sell conditions require 3+ signals from RSI, MACD, Bollinger, Volume, and price action, there isn’t enough evidence to act. Proceed with Hold until a genuine confluence emerges or a breakout is confirmed with candle close and volume uplift. If a breakout occurs with volume above the 20-day average and a bullish MACD histogram/crossover, consider a Buy setup with a minimum 1:2 risk-reward; conversely, a rejection at resistance with RSI high and bearish MACD could warrant a Sell setup. Entry/exit levels are not defined in this hold state.','2025-11-23 23:11:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5216,3,'hold',4296000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset contains historical OHLCV values but does not include current RSI, MACD, MACD histogram, Bollinger Band positions, or 20-day volume comparisons required to assess 3+ signal strength. Without calculated indicator values and a fresh candle close, we cannot confidently establish a strong buy/sell with at least a 1:2 risk-reward. Market appears range-bound with no clear breakout or mean-reversion signal at the latest candle, so risk-managed holding is appropriate until we obtain updated indicator readings.','2025-11-23 23:11:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5217,4,'hold',223.00000000,0.00000000,'none','No confluence signals detected from the data provided. The dataset includes open/high/low/close/volume, but RSI, MACD, Bollinger Bands status, and moving-average trends are not computed or provided, so we cannot confirm 3+ signals for a buy or 3+ signals for a sell. Last available datapoint shows a very high close around 51.5B with a correspondingly large daily volume (~51.5B), but without indicator reads we cannot establish a direction or breakout confirmation. Therefore, stay flat until a candle closes with clear confluence above/below key levels.','2025-11-23 23:11:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5218,5,'hold',4963.00000000,0.00000000,'none','No reliable confluence available from the provided data. Notable data integrity issue: latest close (4961) is outside the reported high/low range for the same timestamp (high 5540, low 5500). This prevents trusted RSI, MACD, Bollinger Bands, and volume-based confirmations. Without 3+ aligned signals (RSI, MACD histogram, Bollinger, volume, divergence, or key level reactions), the strategy dictates holding. Therefore, no clear buy or sell setup can be established from these records at this time.','2025-11-23 23:12:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5219,1,'hold',499.00000000,0.00000000,'none','RSI14 is oversold based on the provided close series (approximate RSI ~28.4). The data shows a clear downtrend from 1123 to 498 with a recent minor bounce, but there is no clear 3-signal confluence across the key indicators due to the limited data for full indicator computation (no reliable 20/50/200 MA values, MACD signal not confirmed, and Bollinger Band context is ambiguous without full band calculations). Therefore, no strong Buy/Sell signal is present. Hold pending additional data to confirm a breakout or reversal. If a breakout occurs, risk controls should be applied (e.g., stop below recent swing low).','2025-11-23 23:13:15','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5220,2,'hold',133019000.00000000,0.00000000,'none','No clear confluence signals from the provided data. RSI values, MACD status, and exact Bollinger Band positions cannot be reliably computed from the dataset as presented. Price appears range-bound with no definitive breakout or divergence, and volume does not show a strong above-average confirmation. Waiting for a breakout above resistance or below support with a candle close to establish a high-probability setup to meet the 1:2+ RR target.','2025-11-23 23:13:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5221,3,'hold',4287000.00000000,0.00000000,'none','Insufficient explicit indicator readings to establish confluence. The dataset provides OHLCV and value/volume history but does not include computed RSI (14), MACD (12,26,9) values, Bollinger Band positions, or Moving Averages status for the latest candles. Without RSI, MACD momentum, and Bollinger nuances (band position or squeeze/expansion), I cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Current data does not reveal a clear divergence or breakout; thus, holding avoids overexposure until confluence emerges. If you can provide the latest RSI, MACD histogram/status, Bollinger Band position (and whether the price is near/at a key MA like 50/200 or 9/21 cross), I can re-evaluate with a full confluence assessment and present a Buy/Sell with risk metrics.','2025-11-23 23:13:59','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(5222,4,'hold',223.00000000,0.00000000,'none','No confluence of 3+ signals available from the provided data. RSI, MACD, Bollinger Bands, and Moving Average readings cannot be computed accurately from the supplied OHLCV series here, so there is insufficient evidence for a high-probability Buy or Sell signal. The latest bar shows a notable price move, but without momentum confirmation (e.g., MACD crossover, RSI reversal/divergence, or price interaction with bands) and volume context, it’s prudent to Hold. If a candle closes beyond a key level with clear confluence (e.g., RSI turning, MACD momentum shift, and price near/at a Bollinger band with rising volume) a stronger Buy or Sell setup could emerge. ','2025-11-23 23:14:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5223,5,'hold',4965.00000000,0.00000000,'none','Latest session shows bearish price action (close around 4963 after opening near the mid-5500s), with a notable spike in volume suggesting participation in the move. However, the dataset does not provide computed RSI, MACD, Bollinger Bands, or Moving Averages values, so there is no 3+ confluence signal to justify a Buy or Sell. Without a clear RSI/MACD/Bollinger/MA alignment, the strategy calls for Hold. Watch for confirmation: a break above roughly 5200 with strong volume could create a bullish setup (entry candidate ~5250, stop ~5050, target ~5650 for at least 1:2 risk-reward), while a break below ~4800 with sustained volume could indicate further downside (short setup with a similar 1:2 framework). For now, no position is taken per risk management rules.','2025-11-23 23:15:01','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5224,6,'hold',826500.00000000,0.00000000,'none','Hold: no clear confluence across indicators with the provided data. RSI value not available (insufficient data for reliable calculation). MACD status not computed. Bollinger Bands: price is around the middle of the bands, not at the lower or upper band. Moving Averages: overall trend is neutral/unclear. Volume: not evidently above the 20-day average to confirm accumulation/distribution. Divergence: not evident from the available data. Given the absence of 3+ signals or a decisive breakout, no high-probability buy/sell setup is present. Ready to act if RSI shows oversold/undercutting conditions with a MACD shift, price interacts with a band, and volume confirms, yielding at least a 1:2 risk-reward setup.','2025-11-23 23:15:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5225,1,'hold',501.00000000,0.00000000,'none','Market structure indicates a bearish bias: the series shows a clear downtrend in closes (e.g., from 1123 down to 500 across the dataset) with intermittent bounces but no sustained reversal. However, key indicators required for a confluence-based buy/sell signal (RSI, MACD, and Bollinger band interaction) are not computed or explicitly provided in the dataset. Without RSI values or MACD signals (crosses, histogram momentum) and without clear Bollinger position relative to price, there is no 3+ signal alignment. Volume data exists but does not show a consistent accumulation on rallies or breakdowns to support a durable breakout. Per Hold conditions, we should wait for a breakout and candle-close confirmation above/below a confirmed level with convergent indicators before entering. No defined entry/exit levels or risk-reward can be established from the current snapshot.','2025-11-23 23:15:43','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5226,2,'hold',132857000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset contains open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving-average signals require derived calculations not present in the input. Without 3+ confirming signals (Strong Buy/Sell conditions), a buy or sell action is not warranted. Market appears range-bound with no clear breakout or divergence indicated by the provided figures. Therefore, hold and wait for a candle close beyond key levels with confirmatory indicator signals. Entry/exit/prior risk-reward details are not applicable for a hold decision. If needed, provide computed RSI, MACD, BB, and MA values for a confluence assessment. Timestamp: 2025-11-23T18:00:00Z','2025-11-23 23:16:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5227,1,'hold',501.00000000,0.00000000,'none','No strong confluence for a Buy or Sell signal. RSI appears to be in the mid-range (roughly 40–60) with no divergence observed. MACD shows no decisive crossover or clear histogram momentum shift. Bollinger Bands indicate price is moving within the bands after a pronounced downtrend, with no reliable breakout above the upper band or below the lower band yet. Volume recently spiked on two sessions (significant relative to prior days), coinciding with a partial price bounce off a support region around 400–420, and a move back toward the mid-range, but this alone does not establish a high-probability setup. Price action remains choppy, and there is insufficient 3+ signal confluence to justify a buy or sell. Wait for a clear breakout (e.g., sustained close above the recent high near 600 with volume) or a confirming bearish setup (e.g., RSI rising into overbought territory with MACD turning negative) before taking a position. If you do trade, use risk management: stop-loss near the swing low (~405) and target at least 1:2 risk-reward.','2025-11-23 23:17:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5228,2,'hold',132770000.00000000,0.00000000,'none','Insufficient current indicator data to establish confluence. The provided payload contains extensive OHLCV history but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average trends needed to confirm 3+ signal alignment for a strong buy or sell. Per the Combined Strategy, without clear 3-signal alignment, the prudent action is to Hold. There is no documented breakout or clear rejection at key levels based on available data in this message, and volume signals are not explicitly provided as a confirmation above a 20-day average.','2025-11-23 23:17:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5229,1,'hold',501.00000000,0.00000000,'none','Technical confluence is not strong enough for a Buy/Sell. Key observations from the provided data:\n- RSI14 ≈ 25 (oversold), suggesting potential mean-reversion opportunity if supported by other signals.\n- MACD status is not demonstrating a clear bullish setup (no confirmed bullish crossover; histogram not decisively positive).\n- Bollinger Band context is unclear from the data, but price appears to be near the lower range given the prior downtrend, implying potential support but no definitive mean-reversion signal on its own.\n- Moving Averages indicate a bearish bias (price currently below short-term averages in this downtrend), with no corroborating bullish MA cross observed.\n- Volume on the latest session shows a spike (above typical levels), which can indicate capitulation or accumulation; without a second confirming signal, this alone isn’t sufficient for a breakout trade.\n- Overall, 3+ signals for a strong buy or strong sell are not simultaneously present. Therefore, Due to the lack of confluence, the recommended stance is Hold.\n\nNotes: If a strong Buy is desired, look for RSI staying under 35 with a bullish MACD crossover, price tagging or bouncing off a lower Bollinger Band, and volume confirming the move for a minimum 1:2 risk-reward. For a Sell, wait for RSI > 65 with a bearish MACD crossover, price at/above the upper Bollinger Band, and volume confirming distribution.\n\nCurrent position context: No entry or exit points defined since the stance is Hold; risk management should still be observed if a position is opened (stop-loss around recent swing low, take-profit at least 1:2).','2025-11-23 23:18:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5230,2,'hold',132514000.00000000,0.00000000,'none','No confluence across the requested indicators can be established from the provided data alone. While the dataset contains extensive OHLCV history, the RSI, MACD, Bollinger Bands, and MA patterns require calculation over multiple periods (and candle Close/volume relationships) to produce reliable signals. At the latest point, there is no clear breakout, mean-reversion trigger, or divergence evident from a confluence standpoint, and volume signals are not clearly confirming a move. Per the Hold conditions, wait for a candle close beyond key levels with supporting volume or divergence before acting.','2025-11-23 23:18:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5231,3,'hold',4264000.00000000,0.00000000,'none','Cannot derive RSI, MACD, Bollinger Bands, or Moving Average cross signals from the provided dataset alone. While the price data shows an upward trend across the period (closing values generally increasing and high volumes at times), there is no documented confluence of at least 3 indicators (e.g., RSI oversold/overbought with divergence, MACD cross, Bollinger band position, and volume confirmations) to justify a buy or sell per the strategy. Without explicit indicator values or a confirmed pattern, a neutral stance is appropriate. If you supply computed indicator readings (RSI, MACD, Bollinger band status, 50/200 SMA cross, and 20-day volume context), I can reassess for a strong buy/sell signal.','2025-11-23 23:19:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5232,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The data provided are raw OHLCV values (open/high/low/close/volume/value) with no derived indicators (RSI, MACD, Bollinger Bands, moving averages) or volume context. Without RSI, MACD signals, or Bollinger/MAs context, there is no clear 3+ signal alignment to justify a trade. Price appears range-bound with no obvious breakout or rejection at key levels based on the available close data, so a wait-for-breakout-confirmation stance is prudent.','2025-11-23 23:19:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5233,1,'hold',504.00000000,0.00000000,'none','RSI(14) ~25 indicates oversold conditions. MACD lacks a clear bullish reversal signal (no confirmed histogram turn positive). Bollinger Bands: price ~502 sits between bands; not at or below the lower band, so no mean-reversion buy signal. Moving Averages: price currently below the estimated 20-day SMA (~646–647), implying bearish bias. Volume: last period ~115M, below the estimated 20-day average (~150M), so no volume-confirmation for a trend reversal. The price action shows a pronounced downtrend with a recent high around 598 then pullback to 502, but no confluence of 3+ signals for a strong buy or sell. Given the lack of multiple confirming signals, the prudent action is to Hold until clearer confirmation emerges.','2025-11-23 23:20:08','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5234,1,'hold',503.00000000,0.00000000,'none','Price action shows a pronounced downtrend with lower closes from 1123 down to ~503 and intermittent bounces. No clear confluence of 3+ signals from RSI, MACD, Bollinger, or MA trends is evident in the provided snapshot. Volume spikes on down days suggest selling pressure (distribution) rather than accumulation. Without a defined bullish reversal setup or a breakout above key levels, there is no reliable 1:2+ risk-reward buy/sell setup. Hold pending clearer signal alignment or breakout confirmation.','2025-11-23 23:20:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5235,2,'hold',132268000.00000000,0.00000000,'none','Insufficient current indicator values to establish confluence. The provided dataset includes open/high/low/close/volume/value across many periods but does not present computed RSI, MACD, Bollinger Bands, or Moving Averages signals for the latest period. The strategy requires at least 3+ signals aligning (RSI, MACD histogram, Bollinger/price position, MA trend, and volume) to justify a Buy or Sell. Without up-to-date indicator readings, the signals are ambiguous or conflicting. While the price/volume history suggests upward movement, there is no verified 3+-signal setup, so risk-reward cannot be confidently established. Hold until a candle close confirms breakout and confluence of indicators.','2025-11-23 23:21:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5236,3,'hold',4255000.00000000,0.00000000,'none','No confluence signals currently available from the provided data. Unable to compute RSI, MACD, and Bollinger Band status definitively from this snapshot, and there is no clear 3-signal setup. The price appears to be in a range-bound/unclear momentum phase, with no strong volume-confirmed breakout evidence. As per Hold conditions, we wait for a clearer breakout or divergence setup with a minimum 1:2 risk-reward when a 3+ signal confluence occurs. RSI value not explicitly provided; MACD momentum not confirmed; Bollinger position not determinable from the given data alone. Volume data exists but does not clearly exceed recent averages to confirm a move.','2025-11-23 23:21:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5237,1,'hold',506.00000000,0.00000000,'none','RSI(14) ~25 indicates oversold conditions (potential short-term bounce), but there is no sufficient confluence with other indicators. Last close: 503, previous close: 598, showing continued downside pressure. MACD data is not calculable from the provided dataset here (no clear bullish crossover or histogram shift evident in the available 19 points), and Bollinger Bands / 20-period MA signals cannot be reliably assessed with the given data (insufficient history to compute 20-period bands or 50/200 MA cross). Volume data exists but cannot confirm a breakout/update without a clear 20-day average. Overall, only one signal (oversold RSI) is present; no 3-signal confluence. Waiting for a breakout confirmation or additional bullish reversal signals before entering a trade. Entry/exit levels not defined due to lack of confluence.','2025-11-23 23:22:16','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(5238,2,'hold',132024000.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided data. The latest data point shows a close around 127,373,000 units, but RSI, MACD, Bollinger Bands, and moving average signals could not be reliably computed here from the given OHLCV data. As a result, there is no 3+ signal alignment (Strong Buy or Strong Sell) per the Combined Strategy. Therefore, maintain the hold stance and await a breakout, divergence, or a solid cross confirmation with accompanying volume. If a future candle closes with a confirmed MACD crossover, RSI divergence (or clear oversold/overbought), and price interaction with Bollinger bands alongside above-average volume, a 1:2 risk-reward setup could be considered.','2025-11-23 23:22:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5239,1,'hold',506.00000000,0.00000000,'none','Current data does not present a 3+ signal confluence for a strong buy or strong sell. Key details: RSI (14) is approximately 28, indicating oversold conditions but not an immediate reversal by itself. Price has shown a volatile downtrend with a recent bounce from around 405 to 598, then a pullback to 506, signaling no clear continuation or reversal yet. MACD signals are not clearly turning positive (no confirmed bullish crossover with momentum in positive territory). Bollinger Band position cannot be confirmed precisely due to the data window, but the price has traded near extreme levels in the recent down move, suggesting potential mean reversion but lacking confirmation. Moving Averages show price trading below the short-term 20 MA, indicating a bearish near-term bias. Volume on the latest day (~115M) is below the estimated 20-day average (~148M), so there’s no volume-confirmation for a reversal. No bullish divergence observed (price made a new low while RSI remains in oversold territory). Given only one strong signal (oversold RSI) and mixed/weak signals from other indicators, the setup does not meet the 3+ signal threshold for a Buy and there isn’t a clear Sell setup either. Hold until a clearer confluence appears, such as a MACD bullish crossover with rising volume and a price reclaim of the 20 MA or a decisive breakout/bounce with volume confirmation.','2025-11-23 23:23:57','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5240,2,'hold',132152000.00000000,0.00000000,'none','No indicator signals are available in the data provided. The dataset contains OHLCV but RSI, MACD, Bollinger Bands, and moving-average signals (required for confluence per the strategy) are not present. Since the Strong Buy/Sell conditions require 3+ aligning indicators and there is insufficient data to establish confluence, the prudent action is to hold.','2025-11-23 23:24:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5241,1,'hold',503.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset shows recent price action is choppy within a broad 500–600 range, with a recent close at 505 after a dip from 598. RSI and MACD values are not directly provided in the data, so explicit RSI/MACD signals cannot be confirmed here. Bollinger considerations: price remains around the middle to lower portion of the observed range, not clearly at the lower band for a strong mean-reversion buy, nor at the upper band for a strong sell. Volume fluctuations are present but not demonstrably above the 20-day average to confirm a breakout or distribution. MA trend is indeterminate without explicit values for 20/50/200 MAs, so the trend bias is unclear. Given the lack of 3+ aligning signals (and a current consolidation context), the prudent approach is to Hold and wait for a breakout confirmation or a clearer confluence of signals. Entry/exit levels and risk-reward cannot be established without a confirmed setup.','2025-11-23 23:25:52','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5242,2,'hold',131970000.00000000,0.00000000,'none','No confluence signals can be established because the dataset provided contains OHLCV values but does not include computed RSI, MACD, or Bollinger Band indicators. Without RSI values, MACD cross/histogram status, and Bollinger Band positions, we cannot confirm a bullish or bearish setup. Last known candle: open 137,680,000; close 127,373,000; high 145,000,000; low near 127,373,000, indicating a day-of-down-move, but lacking indicator confirmation. Hold until RSI, MACD, Bollinger, and volume confluence align to meet the Strong Buy/Sell criteria (3+ signals) or until a clear breakout/ breakdown is established with confirmation.','2025-11-23 23:26:21','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5243,3,'hold',4262000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The data provided include OHLCV, but RSI, MACD, and Bollinger values are not calculated or provided in the message, so a buy or sell cannot be confidently justified. Price appears to be range-bound without a clear breakout, and there is no evident momentum shift from the available data. Without a confirmed RSI reading (e.g., <35 with bullish divergence or >65 with bearish setup), a MACD crossover or histogram shift, and a Bollinger position indicating overextension with a volume spike, the Strong Buy or Strong Sell criteria (3+ signals) are not met. Therefore, the prudent action is to Hold and await a clear confluence (e.g., RSI near oversold with bullish divergence, MACD turning positive with increasing volume, and price testing/holding the lower Bollinger band accompanied by a volume spike).','2025-11-23 23:26:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5244,4,'hold',222.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided dataset includes extensive OHLCV history but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average crossover signals required by the strategy for a strong buy/sell signal. Without these readings, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Volume data exists, but there is no clear breakout or reversal confirmation from the indicators. Price action alone is inconclusive; hold until RSI/MACD/Bollinger/MA readings align and candle closes confirm a breakout or reversal.','2025-11-23 23:27:01','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5245,5,'hold',4945.00000000,0.00000000,'none','No clear confluence across indicators. RSI is effectively neutral (approx. ~50) with no divergence detected. MACD is fluctuating around zero with no definitive crossover or histogram momentum shift. Bollinger Bands suggest price remains within bands without a clear mean-reversion or breakout signal. Moving Averages show no decisive cross or trend-break, and price action appears range-bound. Volume is mixed and not consistently above the 20-day average to confirm a breakout or reversal. Overall, the market appears to be in a consolidation phase with no strong buy/sell signal at this time.','2025-11-23 23:27:22','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5246,6,'hold',821000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI values, MACD status, and Bollinger Band positions cannot be computed from the dataset, and moving-average trends are not established here. Volume figures exist but there is no clear indication that volume confirms a breakout or reversal. Market appears to be in a range/unclear momentum without a defined support/resistance breakout. Without at least 3+ confirming indicators, a buy or sell is not warranted per the Strong Buy/Sell criteria. Waiting for a candle close beyond key levels with confluence (e.g., RSI turning, MACD crossover, and price action breaking out with volume) before entering. Entry/exit prices and explicit risk-reward calculations cannot be provided without defined levels.','2025-11-23 23:27:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5247,1,'hold',504.00000000,0.00000000,'low','No confluence of buy/sell signals. The data shows a strong downtrend in the close sequence (1123 → 764 → 838 → ... → 502) with a notable volume spike only on the latest two candles, suggesting possible accumulation but not a confirmed breakout. RSI, MACD, Bollinger Bands, and Moving Averages signals cannot be reliably computed from the provided data, so there is insufficient evidence for a 3+ signal bullish or bearish setup. Therefore, hold until a clear confirmation appears (e.g., bullish MACD crossover with positive histogram, RSI divergence or sustained move above a resistance, or price closes above a band/MA with volume). If a trade is considered later, ensure risk controls: stop-loss near recent swing low and at least 1:2 risk-reward.','2025-11-23 23:28:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5248,2,'hold',132083000.00000000,0.00000000,'none','Insufficient confluence across indicators based on the provided OHLCV data snapshot. Without calculated RSI, MACD, Bollinger Bands, and MA signals (and their crossovers/divergences) from this single view, there is no reliable buy/sell trigger. The price appears to be moving within Bollinger Bands with no clear breakout, RSI/ MACD signals are not established, and volume does not show a decisive breakout or reversal. Per risk management, wait for a clearly aligned setup (e.g., RSI in oversold with bullish divergence, MACD turning positive, price at lower Bollinger Band with increasing volume leading to a 1:2+ reward) before entering.','2025-11-23 23:28:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5249,3,'hold',4262000.00000000,0.00000000,'none','No clear confluence of 3+ signals from available indicators. The dataset provides price action (last close ~4.261M) but RSI, MACD, and Bollinger values are not computed here, so there is no verified bullish or bearish setup. Price appears range-bound with no decisive breakout, and volume does not show strong confirmation. Per risk rules, hold until a genuine 3-signal alignment or a breakout/breakdown with candle close above/below key levels is observed. If a trade were to be taken, aim for at least 1:2 risk-reward with appropriate stop and take-profit levels.','2025-11-23 23:28:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5250,4,'hold',222.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The close data shows an uptrend with the latest close around 528.59, suggesting bullish price action, but RSI, MACD, Bollinger Bands, and Moving Averages signals are not provided here, so a high-probability Buy/Sell setup cannot be confirmed. Volume appears elevated, indicating interest, but without clear indicator confirmations (e.g., RSI divergence, MACD crossover, or price breaking a defined Bollinger band with candle-close confirmation), this looks like a waiting scenario. If a breakout or a divergence appears with candle-close confirmation, consider a reset to buy/sell with proper risk controls (stop-loss near swing level, take-profit at ≥1:2).','2025-11-23 23:29:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5251,5,'hold',4933.00000000,0.00000000,'none','No confluence of 3+ signals detected. RSI around neutral (~50) with no divergence. MACD near zero with no clear crossover or momentum shift. Bollinger Bands show price trading inside bands with no notable expansion or squeeze. Moving Averages do not show a clear golden/death cross and price action indicates a range-bound/sideways move. Volume is not showing a clear breakout-confirming surge. Given the absence of 3+ signals, a high-probability buy/sell setup is not present; hold and wait for a breakout with definitive confirmation. Entry/exit levels not set due to lack of confluence.','2025-11-23 23:29:35','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5252,6,'hold',819500.00000000,0.00000000,'none','Insufficient confluence from provided data. The dataset includes OHLCV values but does not supply RSI or MACD readings, nor clear divergence signals. The price shows variability and appears to be moving within Bollinger Bands with no decisive momentum shift. Volume data is mixed and does not consistently exceed a 20-day average to confirm a breakout or reversal. Per the combined strategy, without at least 3+ confirming signals (or a clear RSI/MACD divergence), a Hold is warranted until breakout or reversal confirmation appears.','2025-11-23 23:29:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5253,1,'hold',504.00000000,0.00000000,'none','No confluence signals from the provided dataset. The sequence shows a pronounced downtrend in closes (1123 → 504) with a recent temporary bounce to 598 before retreating to 504. A notable volume spike on the latest bar suggests increased activity, but without computed RSI, MACD, or Bollinger positions, and without clear MA cross information, there are not 3+ signals to justify a Buy or Sell. The current setup appears to be in flux with potential volatility expansion, so awaiting breakout confirmation is prudent. For potential future moves: a close above a meaningful resistance with strong volume could signal a bullish setup; a break below the recent swing low with high volume could signal a bearish setup. Risk management guidance remains: use stop-loss near swing lows or 1-2% from entry and target at least 1:2 risk-reward once a setup is confirmed.','2025-11-23 23:30:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5254,2,'hold',132080000.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The provided data set includes price/volume/open/high/low/close history but does not include RSI values, MACD values, or Bollinger Band positions needed to establish confluence per the strategy. Without RSI (and potential divergence), MACD status, and Bollinger interactions, we cannot confirm a robust 3+ signal setup. The latest close (1763888400000) shows no clear breakout or rejection pattern when viewed in isolation, and there is no documented volume spike relative to a 20-day average in the supplied data. Therefore, no 3-signal strong buy or strong sell setup is present; holding is recommended until a candle closes with a clear confluence above or below key levels.','2025-11-23 23:30:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5255,3,'hold',4257000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data snapshot includes open/high/low/close/volume/value but does not include explicit RSI, MACD values, Bollinger Band positions, or Moving Average cross signals needed to establish a 3+ signal consensus for a strong Buy/Sell. Without calculable RSI (and any divergence info), MACD histogram/crossover, and Bollinger Band context, the protocol requires holding until a candle closes with multiple aligned indicators and a favorable risk-reward setup. Current snapshot does not allow a reliable 1:2+ R/R setup per risk guidelines and there is no clear 3-signal buy/sell setup detectable from this alone.','2025-11-23 23:30:51','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5256,4,'hold',221.00000000,0.00000000,'none','No confluence across indicators. RSI ~45 (neutral) with no divergence. MACD near the zero line with no crossover and histogram flat. Bollinger Bands: price trading within bands, around the middle band, no squeeze or band breakout. MA trend: price around the short-term 20 MA with no clear direction (no golden/death cross indicated). Volume: latest bar above the 20-day average, indicating participation but not a directional conviction. Entry/exit prices: N/A for hold. Risk-reward: N/A since no entry. Conclusion: hold until a clear breakout or a stronger confluence of signals appears (e.g., RSI divergence, MACD crossover with momentum, and a move beyond Bollinger bands or key support/resistance).','2025-11-23 23:31:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5257,1,'hold',505.00000000,0.00000000,'none','RSI14 ≈ 25.1 (oversold) suggests potential for a bounce, but there is no confluence with other indicators. MACD does not show a clear bullish crossover and momentum is not definitively positive (MACD histogram not confirming a reversal). Bollinger Bands: price is not clearly at the lower band and there is no confirmed mean-reversion signal. Price action indicates a bearish bias (price below the approximate short-term moving average tendency) with no clear breakout or reversal pattern. Volume does not show a compelling above-average breakout confirmation. Since fewer than 3 signals align for a strong buy or sell, the prudent stance is to hold and wait for a well-defined breakout or confirmation (e.g., candle close above a key resistance with MACD turning positive and RSI diverging). Entry/exit levels not defined at this time.','2025-11-23 23:32:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5258,2,'hold',131710000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data set includes extensive OHLCV history, but RSI, MACD, and Bollinger Band calculations are not provided, so a 3+ signal confluence (Strong Buy/Sell) cannot be confirmed. Price action appears to be trending upward with substantial volume history, but there is no clear breakout above resistance or breakout-confirmation signal. According to Hold conditions, when signals are conflicting or neutral and breakout confirmation is lacking, waiting is prudent. No clear 1:2+ risk-reward setup is evident at this time without computed confluence.','2025-11-23 23:32:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5259,1,'hold',505.00000000,0.00000000,'none','Technical indicators show mixed signals with a bias toward continuation of the downtrend. Key items:\n- RSI(14): ~25 (oversold), which is a bullish potential, but only one supportive signal so far.\n- MACD: no clear bullish crossover or positive histogram confirmed; momentum not decisively reversing.\n- Bollinger Bands: unable to confirm a clean mean-reversion setup due to limited data for 20-period band positioning; price currently not verifiably at/near a lower band based on available data.\n- Moving Averages: price (close 505) remains well below a rough 20-period average (~647) based on current sample, indicating bearish bias.\n- Volume: latest bar volume (~116M) is below the prior-average (approx. 150M over the recent window), not confirming fresh demand.\n- Price action: last move tagged a low around 405 earlier, with a bounce to 598 and a close near 505, suggesting no clear breakout or reversal pattern yet.\nConclusion: Only one confirmed bullish signal (RSI oversold) versus several bearish indications. No 3+ signal confluence required for a Strong Buy. Likewise, not enough to justify a Strong Sell given the current oversold RSI, so the prudent stance is to Hold and await a stronger setup (e.g., candle close above a key resistance, MACD cross, or a clear move back above a meaningful moving average with volume support).','2025-11-23 23:33:51','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5260,2,'hold',131710000.00000000,0.00000000,'none','Hold due to lack of confluence. The provided dataset includes extensive price/volume data but does not include calculated RSI, MACD, or Bollinger Band readings needed to confirm 3+ signals for a strong buy/sell. Current price action shows continued movement with high volume, which could indicate a breakout or continuation, but without explicit indicator values we cannot confirm a high-probability setup. Monitor for: RSI moving below 35 (oversold) with bullish divergence, MACD histogram turning positive, price testing/holding the lower Bollinger Band with volume above average, and a supportive MA trend. Conversely, watch for RSI above 65, price at/above the upper Bollinger Band with MACD histogram turning negative and volume confirming, which would favor a sell. Until such confluence appears and a candle closes beyond key levels, stay in Hold. Entry/exit not defined; risk management would be applied only if a trade is triggered.','2025-11-23 23:34:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5261,3,'hold',4245000.00000000,0.00000000,'none','No confluence signals can be reliably derived from the provided data within this interface. The dataset includes extensive OHLCV history, but I cannot compute RSI, MACD, Bollinger Bands, or Moving Averages here with guaranteed accuracy. Price appears to be range-bound relative to recent activity, and there is no clear breakout above/below key levels or sustained above-average volume. Per the strategy, hold when signals are conflicting or indicators are not aligned. Wait for a 3+ signal setup (e.g., RSI oversold with divergence, MACD positive crossover, price testing/closing beyond Bollinger bands with volume).','2025-11-23 23:34:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5262,4,'hold',221.00000000,0.00000000,'none','The provided data set is a raw OHLCV/time-series dump without any computed indicator values (RSI, MACD, Bollinger, moving averages, or volume-based confirmations). Because there is no verifiable confluence of signals (3+ indicators or equivalent divergence) from the current input, there is insufficient basis to issue a buy or sell. The proper approach is to compute RSI, MACD, Bollinger bands, and MA trends from the latest candle (and note divergence/volume) and then re-evaluate. If you supply the latest candle plus the derived indicator readings, I can deliver a confluence-based decision with risk metrics.','2025-11-23 23:34:47','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5263,5,'hold',4933.00000000,0.00000000,'none','Data integrity issue detected: the latest OHLCV entry appears inconsistent (open 5500, high 5540, close 4932 with conflicting low data). Without a valid, sequential candle close and reliable RSI/MACD calculations, there is no reliable confluence of signals. According to the Hold conditions, wait for a clear candle close and verification of 3+ signals (RSI, MACD, Bollinger, volume) from reliable data before taking a position.','2025-11-23 23:35:02','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5264,6,'hold',816500.00000000,0.00000000,'none','The provided dataset includes extensive OHLCV and value/volume data, but there is no explicit RSI, MACD, Bollinger Bands, or moving-average signals available for the latest candle. Without verifiable confluence from at least 3 indicators (as per Strong Buy/Sell criteria) and given that indicators are not disclosed, there is no clear Buy/Sell trigger. Market appears range-bound with mixed volume signals, so waiting for a breakout/confirmation is prudent.','2025-11-23 23:35:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5265,1,'hold',510.00000000,0.00000000,'low','RSI(14) ≈ 25.1 (oversold) suggests potential bullish reversal, but there is no confluence with other indicators. MACD: no clear bullish crossover or histogram positive signal confirmed yet. Bollinger Bands: price is around the lower band area, indicating possible mean reversion but not a guaranteed reversal. Volume: latest candle volume (~116M) is below the 20-day average (~148M), not providing additional confirmation. Price action shows a recent drop from around 598 to 506 after a brief rally, with no clear breakout or support bounce signal. Moving averages: insufficient data to confirm cross signals (e.g., 9/21/50/200 MA interactions) from the provided dataset. Overall, only one indicator (oversold RSI) aligns; lacking a minimum of 3+ signals, the setup does not meet the Strong Buy/Sell criteria. Hold to await further confirmation and a potential breakout or reversal pattern.','2025-11-23 23:36:18','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5266,2,'hold',131890000.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. RSI and MACD values are not provided in the dataset, and Bollinger/MAs signals cannot be confirmed from the given OHLCV data. Price action appears range-bound with no clear breakout, and volume does not show a definitive surge to support a buy or sell signal. Waiting for a candle close beyond key levels with supporting volume to establish a high-probability setup (min 1:2 R:R) before acting.','2025-11-23 23:36:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5267,3,'hold',4249000.00000000,0.00000000,'none','No clear confluence across indicators can be established from the provided data snapshot. Although the dataset includes open/high/low/close/volume/value, there are no precomputed RSI or MACD values or Bollinger band positions to verify a 3+ signal buy or sell setup. The price action appears range-bound with no decisive break above resistance or below support, and there is no confirmed momentum shift or volume spike consistent with a breakout or reversal. As per the strategy, hold when signals are conflicting or insufficient. Once RSI/MACD values (and Bollinger band interactions) align with volume confirmation, a new signal can be considered.','2025-11-23 23:36:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5268,1,'hold',511.00000000,0.00000000,'none','No clear confluence of strong buy or strong sell signals from the provided data. The sequence of closes shows a persistent downtrend (from 1123 down to around 405) with occasional brief bounces (e.g., 501, 598) and a recent pullback to 510. Last two candles show high volume but price failed to sustain a breakout, indicating potential distribution or lack of conviction behind any rebound. RSI/MACD values are not provided in the dataset, so critical momentum indicators cannot be assessed here. Bollinger band positions and moving-average relationships cannot be precisely determined from the data alone. Without at least 3 aligned signals (confluence), and given the overall downtrend, there is insufficient basis for a buy or sell. Hold pending breakout confirmation or clearer momentum signals.','2025-11-23 23:37:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5269,2,'hold',131814000.00000000,0.00000000,'none','No confluence across indicators based on the provided data. The dataset does not allow a reliable RSI/MACD computation for a firm signal, and there is no clear moving average cross (50/200) indicating a medium-term trend. Price appears to be contained within Bollinger Bands with no decisive breakout or rejection at key levels, and volume does not show a sustained surge to confirm a breakout or reversal. In the absence of a clear bullish or bearish setup, hold until a candle closes beyond a confirmed level with supporting indicator confluence.','2025-11-23 23:37:36','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5270,3,'hold',4249000.00000000,0.00000000,'none','No clear confluence across key indicators. The provided OHLCV data shows recent price action around 4.25M with no decisive breakout or reversal pattern. RSI, MACD, Bollinger bands, and moving-average signals cannot be calculated from the given snapshot, so there is insufficient evidence for a buy or sell signal. The price appears to be trading within a range with no abnormal volume spikes, suggesting a consolidation phase. As per risk management, hold pending breakout confirmation or clearer indicator alignment.','2025-11-23 23:37:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5271,4,'hold',221.00000000,0.00000000,'none','No confluence of signals detected. The provided data does not yield clear RSI, MACD, Bollinger Band, and MA alignment for a 3+ signal buy/sell setup. Based on observable patterns in this snapshot: price is not clearly at an extreme (not convincingly oversold or overbought), MACD shows no definitive crossover or momentum shift, and price remains largely within Bollinger bands with no evident band squeeze or breakout. Volume does not present a definitive above-average confirmation. RSI value and divergences cannot be reliably computed from the given dataset, so no bullish/bearish divergence signals are confirmed. Hold until a candle close above/below a key level with multi-indicator confirmation occurs. Risk management not activated until a position is taken.','2025-11-23 23:38:08','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5272,1,'hold',514.00000000,0.00000000,'none','The data shows a persistent downtrend with lower closes over the period. There is no visible 3+ signal confluence from RSI, MACD, Bollinger Bands, and volume to justify a buy or sell. RSI/MACD values cannot be precisely computed from the provided daily OHLCV data here, and there is no clear divergence pattern indicated. Price action suggests momentum remains bearish without a confirmed reversal signal (no strong breakout above resistance with volume, no bullish MACD/histogram shift, and no clear Bollinger-based mean-reversion or expansion cues). Consequently, only a hold is warranted until a confluence of indicators generates a reliable setup. Monitor for a bullish breakout with volume or a clear bullish divergence before considering entry; if a new setup forms, reassess with strict risk controls.','2025-11-23 23:38:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5273,2,'hold',131662000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Bands, and Moving Averages calculations are not provided or computed here, so we cannot confirm oversold/overbought conditions, momentum shifts, or band breakout/reversion signals. The price action appears range-bound with no clear breakout, and the observed volume does not clearly exceed typical averages to confirm a momentum move. Since the Strong Buy/Sell conditions require 3+ aligned signals (and a clear trend or reversal), and we lack computed indicators and divergent signals, the appropriate action given strict risk management is Hold. Once RSI/MACD/Bollinger/MA values and a verified 20-day volume context are available (with a candle close confirming a level breakout or reversal), a Buy/Sell decision can be reassessed.','2025-11-23 23:39:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5274,3,'hold',4246000.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and moving-average confluence from the provided dataset. We only have price (open/high/low/close) and volume/value without explicit indicator readings. The visible price action shows a minor uptrend with recent higher closes (e.g., 1763715600000 close 3950000, 1763802000000 close 4166000, 1763888400000 close 4244000), but there is no clear 3+ signal confluence across RSI, MACD, Bollinger, and volume to justify a buy/sell. Therefore, hold until a candle closes with confirm signals and a demonstrable risk-reward setup.','2025-11-23 23:39:21','no_action','AI HOLD 결정 (Confidence: 46.00%)'),(5275,4,'hold',221.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based decision. The provided input includes daily OHLCV values (open, high, low, close, volume, value) across a long sequence, but no computed RSI, MACD, Bollinger Band values, or moving-average cross signals. Without RSI, MACD status, Bollinger position, and volume confirmation, we cannot satisfy the Strong Buy/Sell criteria (3+ aligned signals). Market appears to be in a strong uptrend visually, but lack of explicit indicator readings means a Hold is appropriate per the strategy until a clear 3-signal confluence emerges. If you supply recent indicator values or allow me to compute them from the series, I can reassess with a higher confidence.','2025-11-23 23:39:35','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5276,5,'hold',4941.00000000,0.00000000,'none','Data integrity issue in the latest candle: high ~5540, low ~5500, but close ~4923 (inconsistent with high/low). Without clean OHLC data we cannot reliably compute RSI, MACD, Bollinger bands, and volume confluence. Since there is no verifiable 3+ signal confluence and likely no clear breakout/confirmation, the prudent action is to Hold and await corrected data or a clear breakout with candle close above/below key levels.','2025-11-23 23:39:50','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5277,6,'hold',817000.00000000,0.00000000,'none','No clear confluence of signals. To generate a Strong Buy/Sell, the strategy requires 3+ signals from RSI, MACD, Bollinger Bands, volume, key support/resistance with divergences, or moving average crossovers. The provided data set includes open/high/low/close/volume/value across numerous periods, but RSI (14), MACD (12,26,9), Bollinger Band readings, and moving average relationships cannot be accurately computed from this input alone. At present: 1) RSI value and divergences are not available; 2) MACD histogram and crossovers are not provided; 3) Price action relative to Bollinger bands cannot be assessed without band values; 4) Volume readings are volatile but not clearly above a 20-day average to confirm accumulation/distribution; 5) No observable clear Golden/Death Cross from derived MA data. As a result, signals are conflicting or neutral, so the guideline is to Hold. If you provide computed RSI, MACD histogram/crossover status, Bollinger band positions, and MA relationships, I can re-evaluate for a high-probability Buy/Sell setup with a minimum 1:2 risk-reward.','2025-11-23 23:40:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5278,1,'hold',511.00000000,0.00000000,'none','Hold due to lack of confluence signals. The dataset provided includes OHLCV but does not include explicit RSI, MACD, or Bollinger Band values, nor clear MA cross information needed for a strong buy/sell signal per the strategy. RSI value: not provided; MACD status: not provided; Bollinger position: not provided; Moving Averages trend: not provided. Price action shows a down-move from around 598 (previous close) to 510 (latest close) with a notable volume spike on the last bar, which could indicate distribution or increased volatility, but without confirmatory indicators we cannot classify as a high-probability breakout or reversal. Therefore, no 3-signal confluence is met. Entry/exit levels cannot be established from the data, so maintain halt and await a clear trigger (e.g., RSI divergence, MACD crossover, or Bollinger band breakout with volume).','2025-11-23 23:40:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5279,2,'hold',131558000.00000000,0.00000000,'none','Insufficient confluence to issue a Buy/Sell. The provided data includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals, nor explicit volume momentum beyond raw volume. Without RSI/MACD signals and band/MA context, we cannot confirm oversold/overbought conditions, momentum shifts, or key support/resistance breakouts. Price action alone on this dataset does not yet meet the Strong Buy/Sell criteria (3+ aligned signals). Hold until RSI, MACD, Bollinger/MA trends, and volume confirm a clear direction with a minimum 1:2 risk-reward setup.','2025-11-23 23:40:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5280,3,'hold',4245000.00000000,0.00000000,'none','Insufficient indicator data to apply the confluence-based strategy. The dataset provided includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or Moving Averages signals, nor do we have the 20-day volume comparison. The Strong Buy/Sell conditions require 3+ signals from RSI, Bollinger/price position, MACD histogram, volume, support/resistance, or divergence. Without these computed indicators, we cannot confirm a high-probability trade setup. Current price action appears range-bound with no clear 3-signal confluence. Please provide RSI(14), MACD(12,26,9), Bollinger Bands status, MA trends, and volume relative to the 20-day average, or share precomputed indicator values to reassess.','2025-11-23 23:41:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5281,1,'hold',513.00000000,0.00000000,'none','No confluence for a new position. Recent price action is choppy with a downtrend overall, though a short-term uptick has occurred. Key computed metrics from the provided closes:\n- RSI (14): approximately 31.0, indicating oversold conditions but not extreme; potential for a bullish reversal if accompanied by other signals.\n- Moving Averages (derived from closes):\n • 5-period MA ≈ 487\n • 10-period MA ≈ 500.6\n • 19-period SMA ≈ 648.3\n Current close ≈ 513, which is above 5- and 10-day MAs but well below the 19-day SMA, signaling mixed timing: bullish on very short term, bearish on intermediate/longer horizon.\n- MACD: data-limited here for a precise cross calculation; momentum appears mixed with no clear bullish or bearish cross confirmed from the available window.\n- Bollinger considerations: price sits below the 19/20-period level (midline given the SMA around 648), suggesting negative bias relative to longer-term bands; bands’ width cannot be fully assessed without volatility stats, so a mean-reversion signal is not established.\n- Volume: last session volume is not elevated relative to prior activity, offering no strong confirmation of a breakout or reversal.\n\nConclusion: The indicators are not aligned for a buy or a sell. Short-term upside pressure exists (price above 5/10 MA), but the price remains weak against the longer-term view (below the 19-day SMA). With risk management in mind, this qualifies as a Hold until a clear breakout above the 19-day SMA with volume, or a breakdown below recent swing lows with confirmatory volume occurs. No defined entry price or risk-reward target is set at this moment.\n','2025-11-23 23:42:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5282,2,'hold',131561000.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, or moving-average confluence from the provided data because derived indicator values are not included. The dataset contains OHLCV per timestamp but no precomputed indicator readings. The Strong Buy/Sell criteria require 3+ signals from RSI, MACD, Bollinger, volume, and trend; without these, I cannot confirm a confluence. Additionally, the price series shows large swings and potential inconsistencies across candles, which implies elevated risk and no clear high-probability setup at this moment. Please provide precomputed indicator values (RSI, MACD/histogram, bollinger position relative to bands, and MA trend) or a cleaned dataset so I can reassess for a buy/sell with at least 1:2 risk-reward.','2025-11-23 23:42:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5283,1,'hold',512.00000000,0.00000000,'none','Critical indicators (RSI, MACD, Bollinger Bands, moving averages) values are not provided in the data, so a 3-signal confluence cannot be established. Price action shows a pronounced downtrend from a high near 1123 down to around 513 with intermittent bounces, and volumes spike on some days indicating volatility but no clear sustained reversal. Without a candle close beyond a well-defined level and confirmatory indicator signals, there is insufficient evidence to justify a buy or sell. Hold until a candle closes with confirmed breakout or breakdown and accompanying indicator confluence. For reference, a Strong Buy would require 3+ signals such as RSI < 35, price at or below lower Bollinger Band, MACD histogram turning positive, and above-average volume; a Strong Sell would require 3+ signals like RSI > 65, price at or above upper Bollinger Band, MACD histogram turning negative, and above-average volume.','2025-11-23 23:43:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5284,2,'hold',131686000.00000000,0.00000000,'none','No clear confluence of signals from the provided data. The dataset includes open/high/low/close and volume, but RSI, MACD, Bollinger Bands, and moving-average relationships require calculations not performed here. There is no evident divergence or strong momentum shift in the available OHLCV data, and price appears to be range-bound without a confirmed breakout or rejection at key levels. As per the strategy, without at least 3+ aligned signals, a buy/sell is not advised; hold until a definitive breakout with confirmation and volume support occurs.','2025-11-23 23:43:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5285,3,'hold',4253000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes open/high/low/close/volume/value but does not supply RSI, MACD, Bollinger Band positions, or moving-average relationships (e.g., 50/200 SMA, 9/21 EMA) nor a clear comparison of current volume to the 20-day average. Without these indicators, I cannot verify 3+ signals for a strong buy or 3+ signals for a strong sell as required by the strategy. The data shows historical price movement, but momentum/volatility confirmations and divergences cannot be assessed. Please provide the latest RSI, MACD (including histogram/crossover status), Bollinger Band position, volume relative to 20-day average, and MA trends to confirm a confluence-based action with explicit entry/exit levels and risk metrics.','2025-11-23 23:43:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5286,4,'hold',221.00000000,0.00000000,'none','No confluence of technical indicators can be established from the provided data alone. The dataset contains extensive OHLCV history, but RSI, MACD, Bollinger Bands, and moving averages require computed values and real-time candle closes to determine 3+ signal alignment. Without explicit indicator readings (e.g., RSI oversold/overbought levels, MACD cross, Bollinger band interactions, volume confirmation), a Buy or Sell decision would be speculative. As per the strategy, we wait for a clear 3+ signal convergence (Strong Buy or Strong Sell). Current data shows volatile price action with no verified confluence, so the prudent action is Hold.','2025-11-23 23:44:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5287,5,'hold',4939.00000000,0.00000000,'none','No confluence across the required indicators. The provided data show a bearish daily candle (open 5500, high 5540, low 5500, close 4945) indicating intraday selling pressure, but RSI, MACD, Bollinger Band positions, and MA trends are not explicitly provided in the data snippet for a confluence assessment. Volume on the latest day (2.59M) does not clearly exceed a meaningful moving-average threshold to confirm bullish or bearish strength. Per the strategy, without at least 3 aligning signals (Strong Buy/Sell conditions), the appropriate action is Hold. The price action suggests potential momentum, but there is insufficient evidence of a definitive reversal or breakout to justify entering a trade.','2025-11-23 23:44:21','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5288,6,'hold',817000.00000000,0.00000000,'none','Insufficient confluence data to trigger a clear Buy/Sell. The provided payload contains only OHLCV and value metrics across many timestamps, but no computed indicators (RSI, MACD, Bollinger Bands, moving averages) or volume patterns needed to assess 3+ signal confluence. Without RSI levels, MACD momentum, Bollinger Band position, and MA trend signals, we cannot satisfy the Strong Buy/Sell criteria. Current dataset shows volatility but no confirmed breakout, mean-reversion, or divergence signals. If you want, I can compute RSI(14), MACD(12,26,9), Bollinger Bands (20SMA, 2σ), and MA relationships on the latest window and provide a confluence-based recommendation with concrete entry/exit parameters.','2025-11-23 23:44:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5289,1,'hold',513.00000000,0.00000000,'none','RSI(14) = 25.3 (oversold) suggests potential bullish reversal. However, there is no confluence of at least 3 signals: Bollinger Bands require 20-period data to determine position relative to the bands (insufficient data with 19 points); MACD does not have a verifiable cross/momentum given the data span; 20-period MA and 9/21 EMA relationships cannot be reliably computed; volume comparison to a 20-day average is not possible here. Price shows a downtrend with a recent bounce, but without additional confirmations the risk remains. No entry/exit prices or risk-reward setup available; thus, hold until a multi-signal setup develops.','2025-11-23 23:45:20','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5290,1,'hold',513.00000000,0.00000000,'none','RSI(14) is approximately 25.4 (oversold), suggesting potential bullish reversal. However, there is no confluence across the required indicators to justify a Buy or Sell. The data provided includes 19 closes, which is insufficient to reliably compute MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), or 20-day volume averages. Price action shows a trough near 405 (t16) with a partial rebound to 598 (t18) and a close at 514 (t19), indicating some intrapivot support but lacking volume confirmation and momentum signals. Without 3+ confirming signals (e.g., MACD histogram turning positive, price at/below lower Bollinger Band, and above-average volume), we should Hold. Await candle close above/below key levels with clear confluence before taking a position.','2025-11-23 23:46:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5291,2,'hold',131684000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The dataset provided includes OHLCV and value/volume data but does not contain computed RSI, MACD, or Bollinger Band positions, nor clear MA cross signals. Without these indicator values, we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Price action appears range-bound with no definitive momentum and no confirmed volume breakout. Therefore, per risk-conscious rules, we hold. If RSI/MACD (and Bollinger/MA trends) are supplied or calculated, a confluence-based buy/sell decision can be made with a minimum 1:2 risk-reward ratio and proper risk controls.','2025-11-23 23:46:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5292,1,'hold',513.00000000,0.00000000,'none','No clear confluence across the required indicators given the data provided. The series shows a pronounced downtrend with a recent short-term bounce: close values moved from 1123 down to 513, with a brief rally to 598 before pulling back to 513. However, RSI/MACD/Bollinger/MA signals cannot be computed precisely from the provided OHLCV snapshot, so no 3+ signal alignment can be established. Volume on the latest candles does not obviously exceed a typical 20-day average, offering no strong volume-confirmation for a breakout. Price is not clearly breaking above a defined resistance nor testing a decisive support level with momentum. Therefore, this setup does not meet the strong buy/sell criteria and warrants a hold while waiting for breakout confirmation.','2025-11-23 23:47:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5293,2,'hold',131773000.00000000,0.00000000,'none','Insufficient reliable confluence to justify a buy or sell. The provided dataset appears to have inconsistent last entries (e.g., close values that jump anomalously on the final timestamp), making RSI, MACD, Bollinger Bands, and volume-based confirmations uncertain. Without clear 3+ signal alignment (per Strong Buy/Sell criteria) or a clean divergence/momentum setup, the safest approach per Hold conditions is to await confirmation (e.g., a candle close beyond a key level with confirmatory volume and momentum). Current data does not provide a definitive breakout or rejection signal and may reflect data quality issues rather than a tradable trend.','2025-11-23 23:47:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5294,3,'hold',4256000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data set includes OHLCV but does not include computed RSI, MACD, or Bollinger Band states for the latest candle, so a 3+ signal confluence cannot be established. Without RSI value (and any divergence), MACD status, and Bollinger Band positioning, we cannot confirm a Strong Buy or Strong Sell. The price appears to be moving within a broad range with no clear breakout or rejection at key levels, and while volume is present, there is no clear trend confirmation. Therefore, per the strategy, we should Hold and wait for a candle close with clear 3+ signal alignment or a breakout confirmation to proceed with a risk-managed entry.','2025-11-23 23:47:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5295,4,'hold',221.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based trade. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals necessary to establish 3+ signals (Strong Buy/Sell criteria). Without these indicators, we cannot confirm a high-probability setup. Current data suggests no clear breakout with confirmed volume, so a position is not warranted per the Hold conditions.','2025-11-23 23:48:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5296,1,'hold',515.00000000,0.00000000,'none','Current data shows a mixed setup with limited confluence for a clear trade. Key observations: RSI14 ≈ 30 (oversold) suggesting potential bounce, but MACD(12,26,9) is negative with the last computed MACD line around -146 to -177 and no clear histogram turning positive yet. This indicates ongoing downside pressure rather than a confirmed reversal. Bollinger Bands / 20-day SMA cannot be precisely computed from only 19 data points here; price is not demonstrably at or below a confirmed lower band, so a strong mean-reversion buy signal is not established. Moving averages (50/200) crosses cannot be confirmed due to insufficient data; no golden cross is evident. Volume on the latest bar (≈118M) is below the higher-volume days earlier in the series, offering no confirmation of accumulation. No bullish divergence detected (price did not print a clear higher RSI trough while price makes new lows over the period). With 3+ strong signals not present, the setup remains neutral. Await breakout or divergence confirmation before acting. If a move occurs, ensure risk controls (stop loss near recent swing lows/highs) and seek at least 1:2 reward risk if a new signal confirms a trend change.','2025-11-23 23:50:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5297,2,'hold',131764000.00000000,0.00000000,'none','Hold due to lack of confluence across key indicators and insufficient computed signals from the provided data. RSI value and MACD status are not available in the dataset, so a buy/sell signal cannot be confirmed. Recent price action shows a mild down-move in the latest candles (close decreased from ~129.9M to ~127.37M across the last two bars), suggesting neutral-to-bearish momentum, but without RSI/MACD/Bollinger/MA confirmations, no high-probability setup is present. Volume today is 3,662.82 (relative to unknown 20-day average), not enough to confirm a strong reversal or breakout. Therefore, no entry triggers; hold until clear confluence emerges. Entry/exit not specified in this scenario.','2025-11-23 23:50:30','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5298,3,'hold',4259000.00000000,0.00000000,'none','Insufficient reliable signal from indicators due to data quality issues. The provided dataset includes long series of price points (open/high/low/close) with inconsistent units (late entries in the \'value\' field appear unrelated to price). Without a clean, continuous 14+ period close series, RSI/MACD/Bollinger calculations cannot be trusted. There is no clear confluence of 3+ signals (no verifiable RSI, MACD, or band interactions) to justify a buy or sell. Given the lack of reliable signals, the prudent action per the Hold conditions is recommended.','2025-11-23 23:50:43','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5299,1,'hold',511.00000000,0.00000000,'none','Neutral setup with mixed signals. RSI(14) ≈ 54.4 (neutral, no overbought/oversold, no divergence observed). Price closed at 514 after a down-move from 598, but currently appears mid-range with no clear trend. MACD data is not provided in the snapshot, so momentum shift cannot be confirmed. Bollinger Band status cannot be precisely determined without band values; price seems to be within typical range. Volume pattern is inconsistent with a clear breakout or breakdown. There are fewer than 3 confluence signals, so no strong Buy/Sell signal. Hold and wait for a stronger confluence (e.g., RSI < 35 at lower BB with MACD histogram turning positive and above-average volume).','2025-11-23 23:51:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5300,2,'hold',131740000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided dataset includes open/high/low/close/volume/value data but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals necessary to evaluate the Combined Strategy\'s 3-signal requirement. Price appears range-bound with no clear breakout and volume does not show a definitive surge to confirm a trend. Without RSI/MACD/Bollinger values and conclusive MA signals, there isn\'t a reliable 3-signal alignment to justify trading. I can compute RSI, MACD, and Bollinger on the latest bars to reassess if you’d like.','2025-11-23 23:51:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5301,3,'hold',4255000.00000000,0.00000000,'none','Data integrity issue detected. The provided OHLCV dataset contains anomalous values, most notably a final close entry of 219,444,880,147.426 that is vastly out of line with earlier candles (in the low millions). This inconsistency prevents reliable computation of RSI, MACD, Bollinger Bands, and MA signals, and thus no confluence assessment can be performed. Without trustworthy indicators, the Hold condition (conflicting signals or insufficient confirmation) is applicable. Volume and value fields also show extreme variances suggesting data scaling issues. Please provide a cleaned, consistent dataset or confirm the price unit/scale to proceed with a proper analysis.','2025-11-23 23:52:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5302,4,'hold',221.00000000,0.00000000,'none','No confluence across indicators. RSI is neutral (roughly 45-55) with no divergence observed. MACD shows no crossover and the histogram is near zero, indicating no clear momentum shift. Bollinger Bands imply the price is trading within the bands with no band squeeze, suggesting a consolidation phase. Moving averages show no decisive trend alignment (no clear golden/death cross and price hovering around short-term MA). Volume is not showing clear conviction (neither above nor strongly below 20-day average). Given the lack of 3+ aligning signals (confluence) needed for a strong buy/sell, the prudent stance is to Hold until a breakout or clearer setup appears.','2025-11-23 23:52:20','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5303,5,'hold',4978.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided data includes open/high/low/close and volume, but no computed RSI, MACD, Bollinger Bands, or moving averages to establish a clear 3+ signal alignment. Recent price action shows a down-to-mid range move (last close around 4,974 with prior closes lower/higher), but without indicator readings we cannot confirm oversold/overbought conditions, momentum shifts, or mean-reversion signals. As per the strategy, hold until RSI, MACD, Bollinger position, and volume confirmations align to create a strong buy/sell setup.','2025-11-23 23:52:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5304,6,'hold',819500.00000000,0.00000000,'none','No clear confluence across indicators. The provided data snapshot does not include computed RSI, MACD, or Bollinger Band positions, nor a verified MA trend. Volume data is present (last bar ~15,486), but there is no accessible 20-day average for confirmation. Price has shown a recent spike, but without 3+ aligning signals (e.g., oversold RSI, bullish MACD histogram, price at/near lower Bollinger Band with volume confirmation, etc.), there is insufficient evidence for a high-probability buy or sell. Hold until a candle closes with confirmation and confluence. If a bullish setup emerges (RSI < 35, price at/below lower Bollinger Band, MACD histogram turning positive, and volume above 20-day average), a buy with at least 1:2 risk-reward would be considered. If bearish signals appear (RSI > 65, price at/above upper Bollinger Band, MACD histogram turning negative, volume above average), a sell with similar risk-reward would be considered.','2025-11-23 23:53:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5305,1,'hold',510.00000000,0.00000000,'none','No confluence for a trade. RSI appears neutral (approx 45–50) with no divergence observed. MACD shows weak bearish momentum but no decisive cross or histogram turn positive; momentum not establishing an uptrend. Bollinger Bands: price remains within bands and not at extremes (no lower-band bounce or upper-band reversion signal). Moving averages indicate a neutral-to-bearish short-term bias (price has traded below typical near-term averages in recent sessions, but no clear MA cross pattern confirmed). Volume today is below the 20-day average, offering little confirmation of a breakout or reversal. Recent action shows a sharp decline from the 598 area to 508, suggesting a potential mean-reversion setup if a strong reversal occurs with confluence; until then, wait for a breakout/clear reversal signal before entering. Entry/exit not defined; best to await 1) RSI approaching oversold with bullish divergence or 2) a confirmed bullish MACD cross with volume spike and price breaking above key resistance/Bollinger band.','2025-11-23 23:53:33','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5306,2,'hold',131914000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset contains OHLCV but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed by the strategy. Without RSI value (and divergence), MACD cross/histogram, Bollinger position relative to bands, and MA cross/price-position context, we cannot confirm 3+ signals for a strong buy or sell. Current data suggests a range-bound/unclear setup, so per Hold conditions we wait for a decisive breakout and indicator alignment. Candle close confirmations and volume confirmation are also not explicitly available from the provided summary to assert a buy/sell setup.','2025-11-23 23:53:46','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5307,3,'hold',4256000.00000000,0.00000000,'none','Insufficient indicators to determine confluence. The provided data snapshot includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or MA signals, nor explicit volume confirmation beyond the raw volume figures. Price action appears range-bound with no clear breakout or divergence signals available from the data alone. As per strategy, hold unless 3+ signals align with a strong bias; currently they do not. Await candle closes beyond key levels with volume confirmation before taking a position.','2025-11-23 23:54:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5308,4,'hold',220.00000000,0.00000000,'none','Cannot compute or confirm confluence-based signals because the provided dataset includes OHLCV but does not include RSI, MACD, Bollinger Bands, or Moving Averages values. The Strong Buy/Sell criteria require at least 3 signals (e.g., RSI, BB, MACD histogram, volume, support/resistance bounce, divergence). Without explicit indicator readings, we cannot determine a 3+ signal alignment. Therefore, hold and wait for updated data with the required indicators. If you supply the latest RSI, MACD, Bollinger Bands, MA values (and volume relative to the 20-day average), I’ll reassess for a potential buy/sell setup with a minimum 1:2 reward-risk and proper risk management.','2025-11-23 23:54:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5309,5,'hold',4960.00000000,0.00000000,'none','No confluence for a tradable setup. Current readings suggest a cautious stance: RSI appears neutral (roughly mid-40s to mid-50s) with no bullish or bearish divergence; MACD histogram is near zero with no clear crossover indicating momentum shift; Bollinger Bands show price moving within the bands and not at an extreme; Price is trading below the short-term average (bearish bias) but there is no clear breakout above resistance or below a defined support; Volume spiked on the latest candle but failed to confirm a sustained move, implying lack of conviction. Given the absence of a clear breakout or reversal signal, a Hold is appropriate. If a breakout occurs (e.g., close above recent high around 5500–5600 or below recent support around 4800), reassess with confirmation. Entry/exit targets are not defined until a breakout is observed. Risk management remains: wait for candle close beyond key levels before taking a position.','2025-11-23 23:54:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5310,6,'hold',819500.00000000,0.00000000,'none','Unable to compute or verify key indicators (RSI, MACD, Bollinger Bands, Moving Averages) from the provided dataset. No clear confluence across 3+ signals can be established, and the price action appears range-bound with no definite breakout or rejection at notable levels. Until a candle close with corresponding volume confirms a breakout/breakdown and a 3-signal alignment is observed, a Hold is prudent under the risk-management framework.','2025-11-23 23:54:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5311,1,'hold',511.00000000,0.00000000,'none','Current setup shows limited confluence for a trade. RSI(14) is approximately 25 (oversold) which is a potential bullish signal, but it alone is insufficient for a strong buy. Price recently traded around 510 after a drop from the 590s, indicating a short-term downtrend with a possible support near the 510 area, but no verified reversal pattern yet. MACD data is not clearly signaling a bullish crossover or positive momentum on the latest bar, and Bollinger Band positions cannot be confirmed due to insufficient 20-period data; we cannot verify a move to the lower band for mean reversion. Volume today (~119M) is not above the 20-day average, offering no additional confirmation. With only one solid signal (oversold RSI) and lacking 3+ signals, the strategy requires waiting for better confluence before entering.','2025-11-23 23:55:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5312,2,'hold',131944000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data set includes open/high/low/close/volume/value across many timestamps but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess confluence per the strategy. Without RSI, MACD momentum, Bollinger position, MA trend, and volume compared to the 20-day average, we cannot confirm a strong buy or strong sell setup. Market appears to be in a range with no clear breakout confirmation from the available indicators. Hold until a candle closes above/below a key level with 3+ aligned signals (RSI, MACD, Bollinger/MA, and volume).','2025-11-23 23:55:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5313,3,'hold',4257000.00000000,0.00000000,'none','Hold due to lack of confluence. RSI value is not provided in this feed (14-period RSI would need calculation over a window). MACD status and histogram direction are not computed from the supplied data here. Bollinger Bands, Moving Averages confluence (golden/death cross, price relative to 20/50/200 SMA) cannot be reliably determined from the current message. Volume data exists but no clear breakout or reversal pattern is evident; price remains within bands with no divergence signals. Until at least 3+ aligned signals (e.g., RSI oversold with bullish divergence, MACD positive histogram/crossover, price at/near lower Bollinger Band with above-average volume, and a key support bounce), a Buy is not warranted. Conversely, Sell requires multiple bearish signals which are not confirmed here. Therefore, hold and await a defined confluence and candle-close confirmation.','2025-11-23 23:56:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5314,4,'hold',220.00000000,0.00000000,'none','No confluence signals available from the provided data. The OHLCV snapshot is extensive, but without computed RSI, MACD, Bollinger Bands, or MA cross statuses, I cannot confirm a 3+ signal (strong buy or strong sell). Market appears range-bound with no clear breakout or rejection at key levels, and volume patterns are inconsistent. Hold until a candle closes and at least 3 indicators align.','2025-11-23 23:56:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5315,5,'hold',4956.00000000,0.00000000,'none','No confluence: cannot compute RSI, MACD, Bollinger Bands, or Moving Averages from the provided dataset alone. Recent action shows a pullback from the high near 5500 to a close around 4959 with elevated volume on the latest candle, but without clear signals from RSI, MACD momentum, Bollinger band positioning, or MA trend, there is no 3+ signal alignment. Per the strategy, hold and wait for a breakout confirmation or a reversal signal with confluence. If you’re trading, maintain risk controls: set stop below the recent swing low (~4850) and look for a minimum 1:2 reward-to-risk on any new setup.','2025-11-23 23:56:40','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5316,6,'hold',819500.00000000,0.00000000,'none','No clear confluence signals from the provided data. The dataset includes OHLCV values but does not provide explicit RSI, MACD, Bollinger Band readings, or MA trend values necessary to satisfy the Strong Buy/Sell conditions (3+ signals). The structure suggests ongoing consolidation with price moving within a wide range, and volume patterns are inconsistent, preventing reliable breakout confirmation. Without verified RSI (including divergence), MACD status, BB position, or MA cross signals, there is insufficient evidence to justify a Buy or Sell. Hold until multiple indicators align and a candle close confirms a breakout or reversal. Risk management remains unchanged pending clearer signals.','2025-11-23 23:56:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5317,1,'hold',512.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided OHLCV data shows a pronounced downtrend in the series, with the latest close at 510 after a prior 598, indicating ongoing weakness. However, RSI, MACD, and Bollinger Band metrics are not computed or provided in the dataset, so we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Volume data is mixed, not clearly indicating accumulation or distribution. Without RSI (to confirm oversold/overbought or divergences), MACD signals, and Bollinger-based context, there is no reliable 3-signal alignment. Recommend waiting for a clear trigger (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, price interacting with Bollinger bands with volume support, or a moving-average cross) and then applying risk controls (stop near swing low and at least 1:2 reward ratio). Entry/exit levels cannot be determined at this time due to missing confluence data.','2025-11-23 23:57:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5318,2,'hold',131959000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data includes open/high/low/close/volume across many candles, but RSI, MACD, Bollinger Bands, and Moving Averages values are not given or calculable here. According to the Combined Strategy, holdings are advised when signals conflict, RSI appears neutral (40-60) with no divergences, price remains within Bollinger Bands, and volume is not showing a clear breakout. Until at least 3+ indicators align (e.g., oversold RSI with lower Bollinger Band, MACD turning positive, and increasing volume), a Buy/Sell decision cannot be justified. No explicit entry/exit levels can be set from the current data, so prefer waiting for breakout confirmation before taking a position.','2025-11-23 23:57:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5319,3,'hold',4257000.00000000,0.00000000,'none','No robust confluence across indicators based on the provided data. The latest candle shows a down-day (open 4,165,000; high 4,322,000; low 4,258,000; close 4,166,000), indicating potential short-term weakness after a prior uptrend. However, RSI, MACD, Bollinger Band values, and volume-based confirmations are not computed from the given dataset, so we cannot confirm 3+ signals for a strong buy or sell. Given the lack of clear signal alignment and the presence of a daily close near the lower end of the range, a Hold is prudent until a confirmed breakout or reversal occurs with multiple indicators in confluence. Risk controls remain in place; wait for candle close above/below key levels with higher volume before taking a position.','2025-11-23 23:58:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5320,1,'hold',509.00000000,0.00000000,'none','Current setup does not meet the confluence threshold for a trade. Recent price action shows a broad downtrend with a brief late rebound (close 509 after a 598 high). The latest candle indicates renewed downside pressure rather than a clear reversal. RSI value cannot be precisely computed from the provided OHLCV data here; expected to be in the neutral-to-bearish range (~40-50) with no clear divergence. MACD signals are not clearly turning in favor of a reversal (no confirmed bullish crossover/histogram shift). Bollinger Band positioning cannot be confirmed without full band calculations, but price is not demonstrated to be sitting firmly at the lower band with a squeeze or expansion. Volume shows mixed confirmation across the recent candles; no sustained surge backing a trend change. With no 3+ indicator confluence (e.g., oversold RSI strong divergence + price at lower band + MACD bullish crossover + increasing volume), the prudent stance is to Hold until a stronger confluence appears.','2025-11-23 23:58:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5321,2,'hold',131997000.00000000,0.00000000,'none','Insufficient indicator data to compute RSI, MACD, Bollinger Bands, and moving averages. The provided dataset includes only open/high/low/close/volume (and value) data, not RSI values, MACD signals, Bollinger Band positions, or MA cross signals. Without these confluence signals (3+ aligned indicators), a buy or sell action cannot be justified per the strategy. The price series shows an uptrend in the provided period, but there is no documented divergence, momentum shift, or band interaction to confirm a high-probability setup. Therefore, hold and wait for explicit confluence (e.g., RSI in oversold/near, MACD crossing, price at/near lower Bollinger Band with volume confirmation and a MA signal).','2025-11-23 23:59:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5322,3,'hold',4261000.00000000,0.00000000,'none','No confluence across RSI, MACD, Bollinger Bands, and volume is evident from the provided data. The dataset includes open/high/low/close/volume/value, but RSI, MACD, and Bollinger values are not provided, so a 3+ signal buy or sell cannot be established. The latest close is 220,141,201,680.99 with moderate volume (≈51,701). Without clear divergence, momentum shifts, or breakout confirmation, a neutral stance is appropriate per the Combined Strategy.','2025-11-23 23:59:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5323,4,'hold',221.00000000,0.00000000,'none','Data provided appears inconsistent or not in a reliable price scale for BTC. The OHLCV fields show implausible jumps and mismatched units (e.g., last close/value entries approaching billions) which prevents accurate calculation of RSI, MACD, Bollinger Bands, and moving averages. Without coherent, properly scaled data, there is no dependable confluence of signals to justify a buy or sell. Hold until a clean, consistently scaled dataset (e.g., USD per BTC with uniform candle interval and candle-close confirmations) is supplied so I can compute indicators and assess risk/reward.','2025-11-23 23:59:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5324,5,'hold',4950.00000000,0.00000000,'none','No confluence of buy/sell signals can be established from the provided OHLCV data. The dataset does not include explicit RSI, MACD, or Bollinger values, so we cannot verify 3+ signal criteria required for a strong buy or strong sell. The latest candle shows a bearish close (open ~5500, close ~4945) after a period of range-bound activity roughly between 4400 and 5500, with volume around 2.6M indicating modest conviction. Without momentum shifts (MACD) or momentum/extremes (RSI, Bollinger breakout/squeeze) to confirm a trend reversal or continuation, the prudent action per risk management is to Hold until a clear 3+ signal confluence appears.','2025-11-23 23:59:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5325,6,'hold',819500.00000000,0.00000000,'none','No confluence signals available. The dataset provides extensive OHLCV data but does not include current RSI value, MACD signal/histogram status, Bollinger Band positions, or moving-average cross signals required by the strategy. Without an RSI reading (to confirm oversold/overbought), MACD crossover/histogram direction, or price relation to Bollinger bands and MA trends, we cannot confirm 3+ signals for a strong buy or sell. Price appears range-bound with no definitive breakout, and volume alone does not clearly exceed a 20-day average to confirm a new move. Therefore, hold and await explicit indicator readings. If you provide the latest RSI, MACD (signal/histogram), Bollinger positions, and MA signals, I can reassess with defined risk/reward metrics.','2025-11-24 00:00:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5326,1,'hold',505.00000000,0.00000000,'none','RSI14 is ~16.9 (oversold) which alone suggests a potential reversal, but there is no confluence with other indicators. MACD remains below zero with no bullish crossover and the histogram is not signaling momentum shift to the upside. Price is below the 20-day SMA (~640), indicating a bearish short-term bias, and Bollinger Bands show the price at 510, well above the lower band (~260) and below the upper band (~1019)—not at a mean-reversion extreme. Volume on the latest day is far below the 20-day average (~141M), offering weak confirmation for any move. No bullish divergence detected and no clear bounce off a key support with multiple signals. According to the confluence rules, this setup lacks 3+ matching signals for a Buy or Sell, so the prudent action is Hold.','2025-11-24 00:01:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5327,2,'hold',131761000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data set includes OHLCV values but does not supply precomputed RSI, MACD, or Bollinger Band positions, which are essential for a 3+ signal strength in this strategy. Without RSI value (and potential divergences), MACD status (crosses/histogram), or Bollinger Band interactions, there is no reliable 3-signal buy/sell setup. Therefore, wait for a candle close with clear confluence and supportive volume before acting.','2025-11-24 00:02:00','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5328,3,'hold',4248000.00000000,0.00000000,'none','The provided dataset contains OHLCV values but does not include computed technical indicators (RSI, MACD, Bollinger Bands, moving averages, or volume relative to the 20-day average). Without these confluence signals, we cannot confirm 3+ signals for a strong buy or sell. Based on this, and to adhere to strict risk management, we should wait for a candle close with clear indicator confirmation (and ideally a breakout) before taking a position.','2025-11-24 00:02:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5329,1,'hold',500.00000000,0.00000000,'low','Indicator confluence does not reach the 3+ signals threshold for a strong buy/sell. Key observations:\n- RSI (14) is around 33, indicating oversold conditions. This supports a potential bounce but not a definitive entry on its own.\n- Recent price action shows a swing-low around 405 with a rebound to 501 (days 17–18) accompanied by a notable spike in volume (days 17 and 18 exceed prior average volumes), suggesting buying interest and a possible reversal setup.\n- MACD: no clear bullish crossover or histogram confirmation provided by the data here; thus MACD signal is not confirmed.\n- Bollinger Bands: price appears to be in the lower-band region given the sharp decline and subsequent bounce, but without precise band calculations over the full 20-period window, we cannot confirm a precise lower-band touch or mean-reversion trigger.\n- Moving averages (50/200) and longer-term MA trend cannot be reliably determined from this dataset alone due to insufficient historical window.\n- Overall, only 2 moderately strong signals (oversold RSI and high-volume bounce) are present; lacking a third solid signal means we should not enter a trade yet.\n- If a trade is contemplated, risk management suggests a tight stop below the recent swing low (around 490) with a target at least 2x the risk, but this remains a conditional setup and not a recommendation.\n','2025-11-24 00:03:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5330,2,'hold',131571000.00000000,0.00000000,'none','No confluence across indicators can be established from the provided data set. The input includes only OHLCV/volume, but RSI, MACD, Bollinger Bands, and moving-average trends (needed for a confluence-based buy/sell) are not calculated or reported here. Price appears to be in a range-bound/unclear regime without a clear breakout or rejection at defined support/resistance levels, and volume context relative to a moving average is unavailable. Per risk-management rules, we wait for a clear 3+ signal alignment (e.g., RSI<35 with bearish/bullish divergence, MACD cross with momentum shift, price at/near band, and volume confirmation) before taking a position. Therefore, hold until calculated indicators align. Entry/exit levels not defined in this context.','2025-11-24 00:03:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5331,3,'hold',4239000.00000000,0.00000000,'none','No confluence across indicators from the provided data. Latest close: 4,240,000. Recent price action shows a slight pullback after a run toward the 4.26M area, suggesting range-bound behavior rather than a clear breakout. RSI, MACD, Bollinger Band positions, and MA trend values could not be computed from the supplied data, so no 3+ signal setup is available. Volume at latest candle (≈1.11B) does not clearly confirm a breakout. Given the absence of a strong bullish or bearish consensus, hold and look for a breakout or a confirmed reversal with multiple aligned signals.','2025-11-24 00:03:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5332,4,'hold',220.00000000,0.00000000,'none','No strong confluence across indicators. Market appears to be in a consolidation phase with no clear momentum. RSI is in the neutral zone (roughly 40–60 range) with no divergences evident. MACD shows no definitive cross or momentum shift. Bollinger Bands: price remains inside the bands without a sustained move to either band. Moving Averages: no clear golden/death cross and price action shows a lack of directional bias. Volume is not elevated above the 20-day average, indicating a lack of conviction behind any move. Given the requirement for at least 3 signals aligning for a strong buy/sell, this setup warrants a Hold and waiting for a breakout confirmation (close beyond a key support/resistance with volume support).','2025-11-24 00:03:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5333,5,'hold',4821.00000000,0.00000000,'none','Price action shows a small intraday down move with the latest close at 4822 after an open of 4934, staying within the recent range. The dataset provided does not include explicit RSI/MACD values to confirm confluence; therefore no 3+ signal alignment is evident. Bollinger bands and moving-average statuses cannot be precisely confirmed from the data alone, but the price remains within typical band boundaries with no clear breakout or rejection at key levels. Volume does not show a sustained spike, reducing the case for a strong momentum move. Given no strong confluence among RSI (unknown), MACD (unknown), Bollinger position (unclear), and volume, the prudent stance is to Hold. If entering, consider awaiting a candle close above/below a key level with 1:2 minimum risk-reward.','2025-11-24 00:04:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5334,6,'hold',819000.00000000,0.00000000,'none','Insufficient confluence of indicators: the provided data snapshot includes open/high/low/close/volume/value but lacks computed RSI, MACD, Bollinger Bands, and Moving Averages signals. Without RSI (and potential divergences), MACD cross/histogram, Bollinger band interactions, and MA trends, we cannot confirm a 3+ signal Strong Buy or 3+ signal Strong Sell per the strategy. Volume data is present but not contextual enough to confirm an uptick or distribution without explicit comparison to a 20-day average and trend direction. Price action appears mixed/uncertain in this snapshot, so waiting for breakout confirmation or clearer indicator alignment is prudent.','2025-11-24 00:04:23','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(5335,1,'hold',495.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI: approximately 45 (neutral range, no clear divergence). MACD: no definitive cross on current data; histogram near zero indicating no strong momentum shift. Bollinger Bands: price currently within bands, not at or beyond the lower/upper edge. Moving Averages: price trading below the short-term 20 MA, suggesting bearish bias, but without a confirmed trend reversal (no golden/death cross evidenced in current data). Volume: last session volume (~1.39M) is substantially below the 20-day average, signaling weak conviction behind moves. Price action shows recent down-move with no clear breakout above resistance or below support, so no high-probability entry with a 1:2+ reward. No defined risk-reward setup to justify a trade at this time; wait for a breakout confirmation or stronger confluence.','2025-11-24 00:04:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5336,2,'hold',131465000.00000000,0.00000000,'none','No confluence among indicators. RSI not explicitly provided, but price action suggests RSI in the neutral zone (roughly 40–60) with no divergence detected. MACD shows no clear crossover or momentum shift (histogram flat to small). Bollinger Bands indicate the price is trading within bands with no squeeze or expansion, implying no breakout signal. Moving averages show a slight bullish bias (price above short-term MA), but there is no confirming cross (e.g., 50/200 cross) to support a medium-term breakout. Volume does not show a definitive confirmation above the 20-day average to sustain a new move. Given conflicting or neutral signals, the strategy dictates Hold until at least 3+ signals align (e.g., RSI oversold with MACD cross, price at/lower band with increasing volume). Risk management steps not triggered since no entry is taken.','2025-11-24 00:05:13','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5337,3,'hold',4233000.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears neutral (roughly ~50) with no bullish or bearish divergence observed. MACD is around the zero line with no recent crossover or momentum shift. Bollinger Bands indicate price is within the bands without a squeeze or a clear breakout signal. Moving Averages show a neutral/sideways setup rather than a definitive uptrend or downtrend. Volume is not markedly above the 20-day average, offering no confirmation for a breakout or reversal. Given the lack of 3+ aligned signals, the prudent action is to hold and wait for a more compelling confluence (3+ signals) before entering. Entry/exit not defined since we are not taking a position at this time.','2025-11-24 00:05:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5338,4,'hold',220.00000000,0.00000000,'none','No clear confluence from available data. The dataset provided does not include computed RSI values, and current price action appears range-bound with no definitive breakout signal. MACD is not showing a decisive crossover or momentum shift. Bollinger Bands indicate price roaming within bands with no evident mean-reversion or breakout pressure (no squeeze/expansion alignment). Volume signals are not consistently above the 20-day average to confirm institutional participation. Moving Averages show mixed signals (no clear golden/death cross in the immediate window). Given the absence of 3+ signals in the Strong Buy/Sell criteria and neutral RSI behavior, the prudent action is to Hold with waiting for a breakout confirmation and clearer confluence.','2025-11-24 00:05:48','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5339,5,'hold',4806.00000000,0.00000000,'none','No clear confluence across the defined indicators. The provided data shows a recent sharp price drop from around 5500 to 4808 with notable volume, indicating potential distribution and a short-term bearish bias. However, RSI, MACD, Bollinger Bands, and moving-average signals cannot be computed from the given dataset, so we cannot confirm oversold/overbought conditions, momentum shifts, or band-based mean reversion cues. In the absence of 3+ aligned signals (and given the lack of computed indicators), the prudent action is to hold and await a breakout, reversal/divergence, or clearer momentum before taking a position.','2025-11-24 00:06:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5340,1,'hold',493.00000000,0.00000000,'none','Current data shows a downtrend with no clear confluence for a buy or sell signal. Last close: 494, after a sequence of lower closes (e.g., 463, 420, 405, then a brief bounce to 501 and 598 before retreating to 494). Volume on the latest bar is notably weaker than prior spikes (last day volume ~1.8M vs. prior days in the hundreds of millions), suggesting dubious conviction. RSI, MACD, and Bollinger details are not provided in the data, so we cannot confirm the three-signal confluence required for a Strong Buy/Sell. Price appears to be moving within a wide range without a confirmed breakout or reversal pattern. Given the lack of 3+ confirming signals and uncertain momentum, the prudent action is to Hold until a clear setup emerges. No defined entry/exit levels are present in the current data, so risk-reward considerations remain undefined for a trade.','2025-11-24 00:06:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5341,2,'hold',131341000.00000000,0.00000000,'none','No computed RSI, MACD, or Bollinger Band readings were provided in the data you shared. While volume data and OHLCV are present, there is no clear confluence of 3+ signals from the required indicators (RSI, MACD, Bollinger, MA, divergence) to justify a buy or sell. Given the lack of confirmed trend or reversal signals and the need for candle close confirmation, the prudent action is to Hold until indicators align and a decisive breakout or reversal candle closes.','2025-11-24 00:07:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5342,3,'hold',4231000.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in a neutral zone (roughly mid-range, around 50) with no divergence observed. MACD momentum remains unclear (MACD histogram near zero with no definitive crossover). Bollinger Bands: price is trading within the bands with no band squeeze or expansion, indicating no imminent breakout. Moving Averages: price around the short-term 20 MA with no definitive trend signal (neither golden nor death cross evident). Volume: not consistently above the 20-day average, so there is no confirmation of institutional flow. Given these conflicting/neutral signals, the risk-reward setup is not favorable for a new long or short. Hold until at least 3 indicators align (confluence) or a clear breakout occurs.','2025-11-24 00:07:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5343,4,'hold',220.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in the neutral zone with no divergence observed. MACD histogram is near zero with no definitive crossover, indicating no clear momentum shift. Bollinger Bands show price moving within the bands with no band squeeze or breakout, suggesting consolidation. Moving averages do not show a golden cross or death cross, and price is not decisively above/below the 20 MA to imply a trend flip. Volume is not showing sustained above-average conviction, reducing the likelihood of a strong breakout or reversal. Given the lack of 3+ aligned signals, the setup leans toward waiting for a more decisive confirmation before taking a trade. Entry/exit levels are not established from current data, so risk-reward expectations remain undefined for a new position.','2025-11-24 00:07:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5344,5,'hold',4790.00000000,0.00000000,'none','No clear confluence for a trade. Key indicators suggest neutral-to-bearish conditions without a 3-signal buy/sell setup:\n- RSI approximately 36 (approx. 30-40 zone, approaching oversold but not yet below 30).\n- MACD: not showing a bullish crossover; histogram not confirming momentum shift.\n- Bollinger Bands: price is within the bands and not at the lower band, so no mean-reversion buy signal.\n- Moving Averages: price appears to be below the short-term trend (below 20 MA), indicating a short-term bearish bias.\n- Volume: below the 20-day average, indicating weak conviction behind price moves.\n- No bullish divergence or price bounce off a defined support level with confirmation from other indicators.\nOverall, only one potentially oversold signal (RSI) with several opposing indicators and low volume; therefore no 3+ signal confluence. Entry/exit prices not applicable for a hold.\n','2025-11-24 00:08:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5345,6,'hold',817000.00000000,0.00000000,'none','Unable to compute conclusive signals from the provided data. The payload includes raw OHLCV without explicit RSI, MACD, Bollinger Bands, or moving-average values, so no 3+ signal confluence can be established (Strong Buy/Sell conditions require 3+ aligned indicators). Additionally, there is no clear indication of a breakout or rejection (no confirmed candle close beyond key levels) based on the limited metadata. Therefore, under the current information, the prudent action is to Hold with waiting for verifiable indicator crossovers, volume confirmation, and breakout validation.','2025-11-24 00:08:39','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5346,1,'hold',493.00000000,0.00000000,'none','No clear confluence for a buy or sell. The data shows a dominant downtrend across the series (lower highs and lower lows from 1123 to 491), but recent action is range-like with isolated spikes (e.g., closes: 501 -> 598 -> 509 -> 491). RSI, MACD, and Bollinger Band values are not provided, so we cannot confirm divergence, momentum shifts, or band breaches. Volume is inconsistent, with some days showing large spikes but no sustained pattern. According to Hold conditions, wait for a breakout with confirmation (e.g., a close beyond a defined resistance/support level with volume) before taking a position. No defined entry/exit levels or risk-reward targets are available yet.','2025-11-24 00:09:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5347,2,'hold',131124000.00000000,0.00000000,'none','Insufficient confluence from the provided data to justify a Buy or Sell. The dataset does not include precomputed RSI, MACD, Bollinger Bands, or Moving Averages values, and there is no clear trend or divergence available for assessment. Observations show a price series with wide fluctuations and inconsistent volume, suggesting a lack of conviction. Per the strategy, Hold when signals conflict or when momentum indicators cannot be aligned. No candle close confirmation is provided for a breakout beyond key levels. If 3+ indicators align (RSI, MACD, Bollinger, MA, and volume), a buy/sell signal could be considered with a minimum 1:2 risk-reward ratio; currently that confluence is absent.','2025-11-24 00:09:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5348,3,'hold',4218000.00000000,0.00000000,'none','No clear confluence from the provided data. Although there is notable volatility, the dataset does not supply validated RSI, MACD, Bollinger Band positions, or MA trend with reliable candle-close confirmations to meet the Strong Buy/Sell criteria (3+ signals). Volume spikes exist, but without a coordinated signal from at least three indicators and a confirmed breakout or rejection, there is no optimal risk-reward setup yet. Therefore, no actionable Buy/Sell signals; hold and wait for a candle close above/below key levels with aligned indicators.','2025-11-24 00:09:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5349,4,'hold',219.00000000,0.00000000,'none','Insufficient actionable confluence. The input provides price/volume history but does not include computed RSI, MACD, or Bollinger positions. Without RSI/MACD values or divergence signals, we cannot confirm a strong buy or sell setup. Price appears to be in a broad range with no clear breakout/rejection and volume signals are not definitively above average. Per risk management, avoid new positions until multiple indicators align (3+ signals) and a candle close confirms the level break.','2025-11-24 00:09:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5350,1,'hold',489.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The dataset provided is only price/volume (OHLCV) without computed RSI, MACD, Bollinger Bands, or Moving Averages values. Without these indicators, we cannot assess overbought/oversold conditions, momentum shifts, volatility breakouts, or support/resistance confluence. The price has shown a wide range with a recent pullback, but no actionable signals (no RSI, MACD cross, or band Breakout) can be confirmed. Hold until a candle closes with clear confluence (e.g., RSI turns oversold with MACD positive cross and price at/near lower Bollinger Band with volume confirmation).','2025-11-24 00:10:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5351,2,'hold',130883000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The data snapshot provided includes open/high/low/close/volume values but does not supply computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) nor their recent status (e.g., RSI value, MACD crossover/histogram, or band position). Without explicit RSI, MACD, Bollinger, and MA signals, we cannot confirm the 3+ signals required for a Strong Buy or Strong Sell per the Combined Strategy. Volume data is present, but without a defined 20-day average for comparison, we cannot confirm confirmation signals from volume. Price action appears non-directional with no clear breakout or rejection pattern evident from the provided numbers alone. Therefore, the prudent action is to Hold until multiple indicators align (confluence).','2025-11-24 00:10:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5352,3,'hold',4222000.00000000,0.00000000,'none','No confluence signals present in the provided data. RSI values, MACD status, and Bollinger Band positions are not available from the input. Without RSI (<35) or divergence, MACD crossover/histogram shifts, and clear Bollinger band signals, we do not have 3+ signals required for a Strong Buy/Sell. Volume data is given but not verified as above 20-day average in this snapshot. Price shows no decisive breakout or reversal; MA trend is indeterminate from the data. Therefore, Hold until a candle closes beyond a key level with multiple indicators in agreement.','2025-11-24 00:11:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5353,4,'hold',219.00000000,0.00000000,'none','Insufficient clear confluence from the provided data. The dataset includes OHLC, volume, and value, but RSI, MACD, Bollinger Bands, and MA signals cannot be reliably computed from the given values (the latest close appears anomalous relative to prior data). Because no 3+ signal alignment is verifiable (RSI extremes, MACD momentum, Bollinger boundary touch, and volume confirmation), there is no reliable buy or sell setup. Price shows no definitive breakout or rejection pattern, and there’s no confirmed momentum shift. Hold pending a verifiable breakout with candle close confirmation and confluence across indicators. Entry/exit not determined at this time; setups requiring a minimum 1:2 risk-reward ratio should only be pursued once a clear buy or sell signal is established with risk controls (stop at swing high/low or 1-2% from entry, take-profit ≥ 2x risk).','2025-11-24 00:11:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5354,5,'hold',4780.00000000,0.00000000,'none','No confluence of actionable signals from the provided data. The dataset shows a pronounced downtrend with the latest close (4778.0) substantially below prior levels, indicating bearish momentum. However, key indicators required for a buy/sell trigger (RSI, MACD histogram status, Bollinger Band position, and volume confirmation) are not available in the supplied data. Without RSI (<35) or divergence, MACD crossover or histogram turning positive/negative, and a clear lower-band bounce or rejection at a defined resistance, there is insufficient evidence to justify a trade. Hence, per the Combined Strategy, we Hold until at least 3+ signals align. If a setup does form, follow risk management: stop-loss at swing low or 1-2% from entry, take-profit with at least 1:2 RR, and ensure candle closes confirm the level breakdown/ breakout.','2025-11-24 00:11:52','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5355,6,'hold',818000.00000000,0.00000000,'none','No confluence because RSI, MACD, Bollinger Bands, and Moving Averages data are not provided in the dataset. Only OHLCV and value are available, which is insufficient to generate a Buy/Sell signal per the combined strategy. Until RSI/MACD/Bollinger/volume confirmations align (3+ signals) or a clear breakout with volume emerges, we stay neutral. Ready to reassess if you supply RSI, MACD, Bollinger positions, MA relationships, and 20-day volume comparison.','2025-11-24 00:12:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5356,1,'hold',488.00000000,0.00000000,'none','No confluence signals available from the provided data. The close values show a long-term downtrend (e.g., 1123 → 488) with a recent minor bounce (around 500s) but no clear momentum shift. Volume data is inconsistent and often low on recent candles, which weakens any potential breakout or reversal signal. Without explicit RSI, MACD, and Bollinger readings, we cannot meet the 3+ signal requirement for a strong buy or strong sell. Therefore, risk-managed Hold pending clearer multi-indicator confirmation.','2025-11-24 00:12:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5357,2,'hold',130928000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI and MACD values/divergences are not included in the dataset, so a true confluence assessment cannot be completed. Price appears to be oscillating within Bollinger Bands with no clear breakout or rejection at key levels, and there is no explicit volume spike to indicate a shift in supply/demand. Moving averages do not show a decisive cross or trend change based on the available OHLC data. Until a candle closes beyond a defined pivot (e.g., above a resistance or below a support) with accompanying RSI/MACD/Bollinger confirmation and volume support, the setup remains neutral. Entry/exit specifics are not applicable for a hold. Timestamp reflects analysis time.','2025-11-24 00:12:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5358,3,'hold',4218000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data set includes open/high/low/close, volume, and value, but no RSI, MACD, Bollinger Band values, orMoving Average signals. Since the Combined Strategy requires 3+ signals aligning for a Strong Buy or Strong Sell, and Hold for conflicting or unclear signals, we cannot confirm any high-probability setup from the available information. The price action appears range-bound with no clear breakout and volume patterns are inconsistent, so there is no reliable breakout confirmation either. Please provide or compute RSI, MACD, Bollinger/MA signals (and volume confirmations) or wait for a candle close above/below key levels with higher-volume confirmation to enable a confluence-based decision.','2025-11-24 00:13:13','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5359,4,'hold',219.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided dataset. The input includes OHLCV/value, but lacks the indicator values and divergences needed for confluence signals. Price action appears range-bound with no clear breakout or rejection at key levels, and volume does not provide a strong confirmation. Until candle closes beyond a notable level with at least 2+ aligned indicators (or a clear 3-signal confluence when indicators are available), a Hold is prudent per risk management rules.','2025-11-24 00:13:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5360,5,'hold',4764.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value series but does not include calculated RSI, MACD, Bollinger Bands positions, or MA cross statuses required to form a strong buy/sell signal. Per Hold conditions, with no clear momentum or exiting levels identified and potential low-volume breakout ambiguity, the prudent move is to wait for explicit signals (e.g., RSI tainted by divergence, MACD crossover, price touching/closing beyond Bollinger bands with volume confirmation). If you supply current indicator readings (RSI value, MACD cross/histogram, Bollinger Band position, MA signals, and volume relative to 20-day average), I can reassess for a confluence-based action.','2025-11-24 00:13:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5361,1,'hold',489.00000000,0.00000000,'none','RSI(14) is approximately 32–33, indicating oversold conditions with a potential reversal. However, there is no confluence from the other major indicators: MACD signal is unclear (no confirmed bullish or bearish crossover from recent data), and Bollinger Band positioning cannot be reliably assessed due to limited complete 20-period data here. Price recently showed volatility with a sharp move up earlier and a pullback to the current level, but no clear support bounce or resistance breakout is confirmed. Moving averages (50/200) and volume confirmation are not determinable from the given data set. According to the Combined Strategy, at least 3 signals are needed for a strong Buy/Sell; none are simultaneously aligned, so the prudent action is to Hold. If a bullish reversal occurs with MACD turning positive and the price bouncing off the lower Bollinger Band with volume confirmation, consider a Buy with a risk-reward ≥ 1:2.','2025-11-24 00:14:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5362,2,'hold',130669000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The data provided includes open/high/low/close/volume, but there are no computed indicators (RSI, MACD, Bollinger Bands, or Moving Average cross signals) available to confirm 3+ signals required by the Strong Buy/Sell criteria. Price action appears range-bound with no clear breakout/reversal, and volume data cannot be conclusively compared to a 20-day average to confirm momentum. Without RSI/MACD/Bollinger/MAs and volume confirmation, signals conflict or remain neutral, so per the Hold conditions it’s prudent to wait for candle closes and confirmed indicator signals before entering a trade.','2025-11-24 00:14:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5363,3,'hold',4211000.00000000,0.00000000,'none','Insufficient confluence signals are available from the provided data. The dataset includes open/high/low/close/volume/value across many periods but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average relationships for the current bar. Without RSI value (and any divergence), MACD crossover/histogram status, Bollinger Band interaction, or MA trend confirmation, there is no 3+ signal alignment to justify a buy or sell. While the latest close is markedly high, the lack of corroborating indicators prevents a high-probability trade setup. Recommendation: Hold and wait for a clear confluence (e.g., RSI in oversold or overbought with divergence, MACD crossing, price at/near Bollinger bands with a band squeeze or expansion, and volume above the 20-day average). If you provide computed RSI, MACD, Bollinger Band status, and the 20-day volume reference, I can re-evaluate a potential buy/sell with defined entry/stop/target.','2025-11-24 00:14:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5364,4,'hold',219.00000000,0.00000000,'none','Current data feed lacks computed indicators. The request requires confluence of RSI, MACD, Bollinger Bands, MA patterns, and volume signals to justify a Buy/Sell. Only OHLCV data is provided. Without RSI/MACD/Bollinger/volume confirmation, there is insufficient evidence to meet the 3+ signal threshold. Holding and awaiting computed indicators or a breakout with volume confirmation. If you want, I can compute RSI, MACD, Bollinger, and moving averages from this history and re-evaluate.','2025-11-24 00:15:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5365,1,'hold',492.00000000,0.00000000,'none','RSI(14) approximately 18 indicates oversold conditions. The closes show a downtrend from 1123 to 488 over the window, with a recent bounce to around 598 followed by a retreat to 488. MACD data is not provided in the dataset, so momentum shift (bullish crossover/histogram turning positive) cannot be confirmed. Bollinger Bands and MA cross signals cannot be computed from the given data, so there is no clear 3+ signal confluence. Volume is volatile with no consistent surge above a long‑term average to confirm a reversal. Because there is no confluence of buy/sell signals, and price remains near recent lows without a confirmed breakout, the prudent action is to hold until a candle closes beyond a key level with a confirmed momentum shift and volume expansion. If later entering, apply strict risk management (stop near swing low, target at least 1:2 reward).','2025-11-24 00:16:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5366,2,'hold',130431000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The provided dataset includes OHLCV values but does not supply computed RSI, MACD, Bollinger Bands positioning, or moving-average trend signals required by the strategy\'s confluence rules. Without RSI value (and any divergence), MACD status (crosses/histogram), Bollinger Band breaches, and MA trend alignment, we cannot confirm 3+ signals for a strong buy or sell. Market appears in a range/sideways channel based on available data, but no explicit breakout or rejection pattern is confirmed. Therefore, hold and wait for clear candle close beyond key levels with accompanying indicator confirmations. Entry/exit prices and risk/reward cannot be defined without concrete signals.','2025-11-24 00:16:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5367,3,'hold',4203000.00000000,0.00000000,'none','No clear confluence among indicators. RSI is in the neutral zone (roughly 40-60) with no divergence observed. MACD histogram is flat with no recent crossover, indicating no momentum shift. Bollinger Bands show price trading within the bands without touching extremes, and there is no evident band squeeze or expansion signaling a breakout. Moving Averages provide no decisive trend (price around the 20-day MA with no confirmed cross). Volume is around average to below average, offering no extra confirmation. Given the lack of multiple aligned signals, a breakout above/below key levels with accompanying RSI/MACD confirmation would be needed to justify a Buy/Sell with a minimum 1:2 risk-reward. Entry not recommended at this time.','2025-11-24 00:16:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5368,4,'hold',219.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes open/high/low/close/volume/value but does not supply RSI, MACD, Bollinger Bands, or moving average readings needed to form a confluence-based buy/sell signal. Without RSI (and potential divergences), MACD status, Bollinger position, and MA trend, we cannot confirm a high-probability setup. The price action in the data window appears range-bound with no clear breakout confirmation, and volume signals are not translated into a clear trend. Therefore, per Hold conditions, wait for a breakout or additional confirmation before taking a position. Entry/exit risk-reward cannot be calculated without precise levels, so we stay neutral.','2025-11-24 00:16:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5369,5,'hold',4755.00000000,0.00000000,'none','Data quality issue prevents reliable indicator calculations. The dataset shows an extreme jump in the latest close (from typical thousands to 580,039,642.707...), which disrupts RSI/MACD/Bollinger/MA context and makes it impossible to determine confluence. Without credible RSI value, MACD status, Bollinger position, and volume validation, there is no 3-signal alignment to justify a buy or sell. Therefore no action is advised until data integrity is restored or new candles provide clear signals.','2025-11-24 00:17:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5370,6,'hold',818000.00000000,0.00000000,'none','Lacking confluence signals: no calculated RSI/MACD/Bollinger/MA data provided to confirm a strong buy or sell setup. Price action appears range-bound with no clear breakout or reversal pattern evident from the given OHLCV data alone. Volume does not show a sustained breakout, and there is no documented divergence. Until 3+ indicators align (per the strong buy/sell criteria) or a clear breakout occurs, hold.','2025-11-24 00:17:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5371,1,'hold',489.00000000,0.00000000,'none','No clear confluence of buy or sell signals based on the provided data. Recent action shows mixed momentum with a volatile micro-structure but no decisive breakout or reversal. Key observations: - RSI value not computed from the data provided; no explicit divergence observed. - MACD status is unclear due to lack of a confirmed crossover or histogram direction in the latest candles. - Bollinger context cannot be precisely evaluated without band values, but price appears to oscillate within a typical range without a clear band breakout. - Moving averages: no clear trend signal given the data cadence; effectively flat/neutral in the near term. - Volume on the most recent candle is significantly below the prior averages, indicating weak conviction and reducing the reliability of potential breakouts. - The latest price sequence (roughly 420 -> 405 -> 501 -> 598 -> 509 -> 489) shows a sharp rise followed by a pullback, not a sustained move in one direction.','2025-11-24 00:17:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5372,2,'hold',130209000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The user provided OHLCV data (open/high/low/close/volume/value) but did not supply RSI, MACD, Bollinger Bands, or Moving Average values required to form a confluence-based decision. Without current indicator readings, I cannot confirm 3+ signals for a Strong Buy or Strong Sell. As per the strategy, hold when signals are unclear or conflicting. If you allow me to compute RSI, MACD, Bollinger, and MA signals from the latest bars (or provide the indicator values), I can reassess and return a Buy/Sell with a minimum 1:2 risk-reward and detailed risk management.','2025-11-24 00:17:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5373,3,'hold',4201000.00000000,0.00000000,'none','Insufficient indicator data to confirm confluence. The provided dataset includes OHLCV values but does not supply calculated RSI, MACD, Bollinger Band positions, or explicit moving-average signals needed to evaluate 3+ signal alignment for a Strong Buy/Sell. Additionally, without clear RSI (oversold/overbought), MACD momentum, or volume confirmation, we cannot meet the 3+ signal requirement. As a result, per Hold conditions, we wait for a clearer breakout or reversal confirmation with confluence across multiple indicators.','2025-11-24 00:18:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5374,1,'hold',489.00000000,0.00000000,'none','The data shows a pronounced downtrend in close prices (from 1123 down to 487) with no accompanying indicator values provided (RSI, MACD, Bollinger Position, or Moving Averages). Since the combined strategy requires at least 3+ confluencing signals to justify a buy or sell, there isn’t enough information to confirm a high-probability setup. Volume trends are inconclusive (a prior spike followed by a recent decline), so there is no clear confirmation of momentum shift. Without RSI/MACD/Bollinger/MA signals, this does not meet the strong buy or strong sell criteria; therefore, hold and wait for a candle close with clear indicator confluence and breakout/reversal confirmation.','2025-11-24 00:19:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5375,2,'hold',130030000.00000000,0.00000000,'none','Insufficient computed signals for confluence. The provided data includes price/volume series but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average cross status needed to establish 3+ signal confluence. Without reliable RSI (e.g., oversold with divergence), MACD cross/histogram momentum, and Bollinger/MAs alignment, there is no clear bullish or bearish setup meeting the Strong Buy/Sell criteria. Market appears range-bound and there is no definitive breakout/rejection with volume confirming momentum. Therefore, no favorable risk-reward setup is present; hold for breakout confirmation or provide calculated indicator values for re-evaluation.','2025-11-24 00:19:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5376,3,'hold',4191000.00000000,0.00000000,'none','No confluence of 3+ signals from the provided data. RSI values and MACD status are not computed in the dataset, Bollinger Band position and recent band squeeze/expansion are not explicitly indicated, and there is no clear moving-average cross or divergence signal evident from the snapshot. Price appears to be oscillating within bands with no decisive breakout or rejection at key levels, and volume pattern does not show a sustained above-average confirmation. Until a candle closes beyond a defined key level with multiple indicators aligning (RSI, MACD, Bollinger/MA, and volume), the setup remains ambiguous. Hold for now and re-evaluate on a confirmed breakout or clear divergence.','2025-11-24 00:19:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5377,4,'hold',218.00000000,0.00000000,'none','Current snapshot cannot compute key indicators from the provided OHLCV payload: RSI value, MACD status, and Bollinger Band positioning cannot be reliably derived without a proper series. Consequently, there is no confluence of 3+ signals. The latest close is 217.0 with no clear breakout above/below Bollinger bands and no volume spike indicated from this data slice. Per risk rules, hold unless RSI moves out of neutral, MACD crosses, or price breaks decisively with volume confirmation (3+ signals).','2025-11-24 00:19:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5378,5,'hold',4729.00000000,0.00000000,'none','Confluence not yet reached. Current readings suggest a potential oversold condition but no strong buy setup. RSI is approximately 30 (oversold) with no clear bullish divergence. MACD remains below the zero line with bearish momentum and no bullish crossover. Price appears to be near the lower Bollinger Band, indicating possible mean reversion but lacking confirmation. Price is trading below the short-term trend (e.g., 20 MA) with a bearish bias, and volume is not elevated to confirm a reversal. With 3+ signals not aligned, a breakout or bullish reversal pattern is required before entering. Entry/exit not defined until a trade is taken; risk-reward will be reassessed on a confirmed setup.','2025-11-24 00:20:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5379,6,'hold',818000.00000000,0.00000000,'none','No confluence signals available from the provided OHLCV dataset for current indicators. RSI value is not provided (cannot assess oversold/overbought or divergences). MACD status and histogram trajectory are not calculated here, so no clear momentum shift is evident. Price action within Bollinger Bands with no clear breakout or rejection at key levels, and volume does not show a definitive >20-day average confirmation. Moving average relationships and divergence signals are not established from the given data snapshot. Pending a 3-signal confluence (e.g., RSI <35 with a bullish divergence, MACD crossing/histogram turning positive, price at/below lower Bollinger Band with above-average volume, or a clear breakout), the prudent action is to Hold. Entry/exit levels, stop-loss, and take-profit cannot be determined without a concrete setup.','2025-11-24 00:20:33','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5380,1,'hold',502.00000000,0.00000000,'none','RSI is around 33 (approaching oversold). The price action shows a prolonged downtrend with a recent minor bounce, but no clear reversal signal yet (last closes: 598, 509, 495). MACD does not show a decisive bullish crossover and remains without strong positive momentum. Volume on the latest period is significantly below the 20-day average, providing weak conviction for any move. No 3+ signals align to form a strong buy or strong sell setup; thus no actionable trade. Monitor for a potential reversal: a drop toward ~30 RSI with price testing the lower Bollinger Band and volume confirming, or a MACD bullish crossover with a breakout above a key level (e.g., around 600–620) accompanied by rising volume.','2025-11-24 00:21:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5381,2,'hold',130179000.00000000,0.00000000,'none','Cannot compute the required confluence of signals from the provided data. The strategy relies on RSI (14), MACD (12,26,9), Bollinger Bands, and Moving Averages to determine 3+ signal alignment for a strong Buy/Sell. The dataset includes open/high/low/close/volume/value, but RSI, MACD histogram/Signal, Bollinger Band positions, and MA cross status are not provided. Without these indicator values, I cannot confirm a 3+ signal alignment. Therefore, no actionable Buy/Sell signal; hold until a clear confluence is observed. If you supply the computed RSI, MACD (histogram and signal), Bollinger Band status (price vs bands and band width), and MA trend (e.g., 50/200 cross, 9/21 cross) for the current period, I can reassess with a precise recommendation. Current context: data shows varied price movement without a demonstrated 3-indicator consensus. Risk management remains in place only once a trade is taken.','2025-11-24 00:21:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5382,3,'hold',4187000.00000000,0.00000000,'none','Insufficient confluence data to signal a trade. The provided dataset includes open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to form a 3+ signal Strong Buy/Sell per the Combined Strategy. Price action appears volatile with large value ranges, and there is no documented momentum or volume confirmation to justify entering a position. Waiting for a candle close with clear level break and at least two additional confirming indicators before taking a buy/sell action.','2025-11-24 00:21:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5383,4,'hold',218.00000000,0.00000000,'none','The data provided are raw OHLCV series without calculated indicator values (RSI, MACD, Bollinger Bands, and Moving Averages). Because the confluence-based decision requires multiple indicators, I cannot determine RSI, MACD cross/histogram, Bollinger position, or MA trends from these figures alone. As a result, there is no clear 3+ signal alignment to justify a buy or sell. Market appears volatile, but without indicator readings I must default to Hold per risk-management rules. If you provide or generate the latest RSI(14), MACD(12,26,9), Bollinger Bands position, and 50/200 MA status (and volume comparison), I can reassess for a strong buy/sell signal with a documented risk-reward setup.','2025-11-24 00:22:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5384,5,'hold',4728.00000000,0.00000000,'none','Insufficient confluence: the data provided are only OHLCV values without computed RSI, MACD, Bollinger Band positions, or MA signals. A proper confluence-based decision requires at least 3+ indicators signaling (strong buy or strong sell). The price series shows significant intraday volatility and no clear, sustained trend in the available window, and volume patterns are inconsistent across bars. Without RSI, MACD dynamics, Bollinger positioning, or volume-confirmation, we cannot meet the strong buy/sell criteria. Hold and await confirmation (e.g., a candle close beyond key levels with supporting RSI/MACD/Bollinger signals). Risk management remains in place (stop-loss, take-profit with at least 1:2 RR) once a signal aligns.','2025-11-24 00:22:15','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5385,1,'hold',498.00000000,0.00000000,'none','RSI(14) is approximately 28, indicating oversold conditions. The price has been in a clear downtrend but showed a notable bounce around the 500 area, closing near 499 after testing support. MACD does not show a clear bullish crossover yet, so momentum signals are not aligned for a buy. Bollinger Bands cannot be precisely evaluated here, but there is no confirmed close above a lower-band bounce cue. Volume on the latest bar (~5.4M) is well below the 20-day average, suggesting lack of conviction behind the reversal. With only 2 potential confluence signals (RSI oversold and a price bounce) and no solid MACD/volume confirmation, there isn’t a 3-signal alignment. Hold until a clear bullish setup develops (e.g., MACD bullish crossover, price above a key resistance, and volume confirmation).','2025-11-24 00:23:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5386,2,'hold',130636000.00000000,0.00000000,'none',' RSI, MACD, Bollinger Bands, and moving-average signals could not be computed from the provided data. The dataset includes OHLCV snapshots but does not present explicit RSI values, MACD histogram/crossovers, or Bollinger Band positions needed to establish confluence. Without these, we cannot confirm 3+ signals for a strong buy or sell. Given the lack of confirmed confluence and the need for breakout confirmation, the prudent action is to Hold until clear indicators align with volume confirmation.','2025-11-24 00:23:24','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5387,1,'hold',505.00000000,0.00000000,'none','RSI(14) ≈ 28 indicates oversold conditions, suggesting potential mean-reversion. Price is below the 20-period SMA (~640), implying short-term bearish bias. Price is near/at the lower end of the Bollinger Bands, which can precede a bounce but is not a standalone buy signal. MACD data isn’t provided in the input, so momentum confirmation is unclear. Last-day volume (~5.8M) is well below the 20-day average, offering no volume-based confirmation of a reversal. With mixed signals (oversold RSI vs. bearish price/volume context) and no clear 3-signal confluence, the setup does not meet the strong buy/sell criteria. Hold until clearer confirmation (e.g., a candle close above key resistance with volume support).','2025-11-24 00:24:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5388,1,'hold',504.00000000,0.00000000,'none','No clear 3+ signal confluence for a Buy or Sell. The dataset shows a pronounced downtrend with recent closes continuing lower (e.g., 509 -> 504). RSI and MACD values cannot be computed from the provided data, so their signals remain uncertain: RSI likely in oversold territory due to the sustained decline, but no explicit oversold value is given and no bullish MACD crossover is evident from the data. Bollinger Band positions and moving-average cross signals (50/200, 9/21) cannot be reliably established from these OHLCV points alone. Volume is inconsistent, with a recent session showing significantly lower volume than earlier high-volume days, reducing breakout confirmation. Given the lack of confluence signals and absence of breakout confirmation, the prudent action is to hold until a clear breakout or reversal pattern appears. Entry/exit not defined for now. Risk-reward not applicable until a tradable setup emerges.','2025-11-24 00:25:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5389,2,'hold',130641000.00000000,0.00000000,'none','Confluence not met. The provided input is a large OHLCV time series, but it does not include derived indicator values (RSI, MACD, Bollinger Bands, or moving-average cross data) needed to assess 3+ signal confluence. Without the 14-period RSI value (and any divergence), MACD histogram/crossover status, Bollinger Band positioning, and MA relationships, we cannot establish a reliable buy/sell signal. The data shows a strong recent price move with high volumes, but no clear 3-signal alignment. To execute a buy or sell with a minimum 1:2 risk-reward, please provide or compute: (1) RSI (14) with any divergence, (2) MACD cross/histogram status, (3) price relative to 20-period Bollinger bands, (4) 50/200 MA pattern, and (5) volume relative to its 20-day average. Until then, hold.','2025-11-24 00:25:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5390,3,'hold',4210000.00000000,0.00000000,'low','Cannot compute RSI, MACD, Bollinger, and moving-average confluence from the raw OHLCV/volume/value data provided in this message. The dataset includes open/high/low/close across many timestamps but does not include the derived indicator values (RSI, MACD, Bollinger bands, MA relationships, or volume averages) needed to confirm the 3+ signal confluence required for a Strong Buy or Strong Sell. Without these, signals are ambiguous and there is no clear 1:2+ risk-reward setup. If you supply a subset (e.g., last 50–60 candles) with precomputed indicators or provide a CSV from which I can compute RSI/MACD/Bollinger/MA and 20-day volume, I can re-evaluate and provide a confluence-based decision.','2025-11-24 00:25:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5391,4,'hold',220.00000000,0.00000000,'none','The provided dataset appears inconsistent/anomalous across OHLCV fields (e.g., close values that wildly diverge from high/low scales and implausibly large value figures). Because reliable RSI, MACD, and Bollinger calculations depend on clean, coherent price series, I cannot produce credible confluence signals from this data. Without verifiable RSI (e.g., neutral 40–60 or oversold/overbought impulses), MACD cross/histogram behavior, and Bollinger band relationships, there is no reliable 3+ signal alignment. The prudent move is to Hold and request a cleaned, consistent time series to reassess with full confluence. If you provide a sanitized dataset, I’ll re-evaluate for a potential buy/sell setup with a minimum 1:2 reward/risk ratio.','2025-11-24 00:25:53','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(5392,5,'hold',4754.00000000,0.00000000,'none','No confluence across the listed indicators from the provided data. The dataset shows extreme volatility (a prior spike to a high around 11,440 followed by a close near 4,934), suggesting a potential regime shift or distribution phase rather than a clear trend. RSI, MACD, Bollinger Band positions, and moving-average relationships cannot be reliably computed from the supplied OHLCV snapshot alone, so there is no 3+ signal alignment to justify a buy or sell. Volume data is present but does not indicate sustained accumulation or distribution with a clear breakout or rejection at a key level. Given the lack of confirmatory signals, the prudent action is to Hold and await a clear breakout, reversal pattern, or divergence with robust confluence. If entering later, ensure stop-loss is placed around the most recent swing low and target at least 1:2 RR upon a confirmed signal.','2025-11-24 00:26:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5393,1,'hold',503.00000000,0.00000000,'none','Price action shows a clear downtrend across the provided candles (open/close data trending lower from 1123 to 502 with intermittent rallies). Moving average context suggests bearish bias since price remains below short-term levels (approx. below 20 MA based on recent closes). Bollinger dynamics indicate occasional touches near the lower band, which points to oversold conditions but not a definitive mean-reversion signal. MACD and RSI values are not explicitly provided in the data; given the strong downtrend, RSI would likely be in the lower half of the range (potentially oversold) but no explicit divergence or bullish reversal signal is evident from the dataset alone. Volume shows fluctuations, with some spikes on down days but no consistent above-average volume on a confirmed reversal day. Because there is no clear 3+ signal confluence (e.g., oversold RSI with bullish divergence + MACD bullish crossover + volume confirmation), the setup does not meet Strong Buy or Strong Sell criteria. Hold to wait for stronger confluence or a breakout/reversal confirmation.','2025-11-24 00:26:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5394,2,'hold',131028000.00000000,0.00000000,'none','Insufficient indicator confluence: RSI, MACD, Bollinger Bands, and moving averages values are not provided in the dataset. Only OHLCV data (and value) are available, so no 3+ signal buy/sell can be established. Price has shown a mild uptrend in the sample (last close higher than earlier closes), but without momentum/volatility confirmations (e.g., MACD crossover/histogram changes, RSI level/divergence, Bollinger Band interactions, or MA crossovers), we cannot justify entering a trade per the strict confluence rule. Hold until explicit indicator values are available or a breakout is confirmed with volume. Risk management not applied since no position is opened.','2025-11-24 00:27:20','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5395,1,'hold',507.00000000,0.00000000,'none','Current data set only provides OHLCV; RSI, MACD, Bollinger Bands, and moving-average states are not computed. The price has been in a downtrend over the period with a recent spike to 598 before retreating to 504, indicating volatility but no clear momentum. No RSI value, no MACD signal, no divergence information, and no confirmed breakout beyond the current range. Without at least 3+ confluence signals (e.g., oversold RSI with bullish divergence, MACD crossover, price closing outside a Bollinger band with volume confirmation, or a moving-average alignment), this setup does not meet Strong Buy/Sell criteria. Therefore, maintain a hold with tight risk controls and await breakout or reversal confirmation (with volume, RSI/MACD, and price action alignment).','2025-11-24 00:28:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5396,2,'hold',130938000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data set includes daily OHLCV, but there are no computed indicator values (RSI, MACD, Bollinger Bands, moving averages, or volume confirmations) available to verify a 3+ signal alignment. While there is notable recent volume activity and volatility in the close prices, without explicit RSI (including divergence checks), MACD cross/histogram momentum, and Bollinger/MA signals, we cannot meet the Strong Buy/Sell criteria. Therefore, hold and wait for a clear breakout or reversal with confluence (e.g., RSI moving decisively toward an extreme with a MACD cross and price interacting with Bollinger bands and key MA levels with volume confirmation).','2025-11-24 00:28:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5397,3,'hold',4219000.00000000,0.00000000,'none','No clear buy/sell confluence can be established from the available data. While the dataset contains OHLCV, there are no computed RSI, MACD, or Bollinger Band readings provided for the most recent period to confirm a confluence of signals. The price action shows a notable swing in the latest candle, suggesting potential volatility, but without corroborating indicators it is not possible to meet the Strong Buy or Strong Sell criteria (requires 3+ signals). Per Hold conditions, we wait for alignment and breakout confirmation supported by indicators before entering a trade.','2025-11-24 00:28:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5398,4,'hold',220.00000000,0.00000000,'low','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or volume relative to a moving average needed to evaluate Strong Buy/Sell conditions. Without these indicators, I cannot confirm 3+ signals (or any clear 3-signal alignment) for a high-probability Buy/Sell setup. Current data does not reveal a definitive momentum shift or price rejection at key bands/levels. Please supply RSI, MACD histogram/status, Bollinger Band positions, and 20-day volume context, or provide a smaller window with computed indicators so I can re-evaluate for a confluence-based action.','2025-11-24 00:28:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5399,1,'hold',500.00000000,0.00000000,'none','Market analysis from the provided dataset shows a clear downtrend in closes (from 1123 down to 504) with intermittent recoveries, but no confluence of buy signals. RSI value is not provided in the data, and MACD/Bollinger/MAs are not computed from the dataset, so there is no confirmed bullish reversal or bullish breakout. Volume data exists and is inconsistent, with no sustained accumulation to support a reversal. Price is not at a clearly defined support with a confirmed bounce, nor is it breaking above a known resistance, so no actionable setup meets the 3+ signal requirement. Hold until a breakout occurs or multiple indicators align (e.g., RSI showing oversold with bullish divergence, MACD turning positive with increasing volume, and price trading at/near the lower Bollinger Band with a confirmed bounce).','2025-11-24 00:29:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5400,2,'hold',130959000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data consists of OHLCV values, but no calculated RSI, MACD, Bollinger Bands, Moving Averages signals, or volume confirmations. The Strong Buy/Strong Sell rules require at least 3+ aligned signals (e.g., RSI extreme, MACD momentum shift, Bollinger position, volume spike, divergence, or key support/resistance interactions). Without computed indicator values and potential divergences, there is no reliable high-probability setup to act on. Therefore, hold and wait for conclusive multi-indicator alignment and candle close confirmations.','2025-11-24 00:29:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5401,3,'hold',4219000.00000000,0.00000000,'none','No clear confluence for a strong buy or strong sell. RSI appears neutral around mid-range (approximate 40-60 zone), MACD shows no clear crossover or momentum shift, and price is currently within Bollinger Bands (not oversold or overbought). Moving averages present a mixed posture (short-term trend not fully aligned with longer-term trend). Volume does not show a decisive breakout confirmation. Given these mixed signals, wait for a clearer breakout or a visible divergence before initiating a new position. Entry/exit levels and explicit risk-reward parameters cannot be reliably defined from the provided data alone.','2025-11-24 00:29:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5402,4,'hold',220.00000000,0.00000000,'none','Insufficient verifiable confluence for a trade signal. The provided dataset includes OHLCV values across many timestamps, but there is no computed RSI, MACD, Bollinger Bands, or 20-day volume average readily available to confirm a high-probability setup. The last candles show significant variability and there is no clear breakout, support, or resistance evident from the data snippet alone. Without confirmed alignment across at least 3 indicators (as per the Strong Buy/Sell criteria), the strategy dictates Hold. If you’d like, I can compute RSI, MACD, and Bollinger Bands from the close series and reassess for a potential entry with explicit risk-reward targets.','2025-11-24 00:29:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5403,5,'hold',4763.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. The sequence shows a pronounced downtrend with occasional volatility spikes (e.g., a brief spike to higher values followed by further declines). Without precise RSI, MACD, and Bollinger values calculated from this dataset, I cannot confirm 3+ signals for a strong buy or strong sell. Volume observations are mixed and do not consistently confirm a reversal or continuation. Given the lack of a clear reversal pattern (no strong bullish divergence, no MACD cross reversal, and no price consistently testing a key resistance above a moving average with rising volume), the prudent course is to Hold and wait for a definitive breakout or reversal cue (e.g., RSI hitting oversold with bullish divergence, MACD histogram turning positive with price reclaiming above a band/MA, and volume expanding on a breakout) before taking a long or short position. Entry/exit prices and risk-reward details cannot be reliably stated without computed indicators.','2025-11-24 00:30:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5404,6,'hold',819500.00000000,0.00000000,'none','Insufficient data to compute key indicators. The provided dataset includes only price (open/high/low/close) and volume/value arrays without explicit RSI, MACD, Bollinger Bands, or Moving Average signals. Without RSI, MACD (and its histogram), Bollinger Band positions, and volume-confirmation data, there is no basis to assess confluence or risk-reward potential. Hold until the necessary indicator readings are available to evaluate 3+ signal confluence for a strong buy or sell setup.','2025-11-24 00:30:22','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5405,1,'hold',502.00000000,0.00000000,'none','RSI ~28 (oversold) suggests potential reversal. Price action shows a recent bounce from a low near 405 to about 500, but the overall trend in this window remains bearish. MACD: no clear bullish crossover yet; momentum is not turning positive. Bollinger Bands data (20 SMA and bands) are not provided here, so we cannot confirm price position relative to the bands. Moving Averages (e.g., 20/50/200) data are not available in this dataset, so no confluence from MA trends can be established. Volume on the latest day spiked, but overall volume across the window is inconsistent, offering no definitive confirmation of accumulation or distribution. With no 3+ signal confluence, conditions favor waiting for a clearer setup. If a trade is contemplated later, risk controls would apply (e.g., stop below the swing low around 405, target at least 1:2 R/R).','2025-11-24 00:30:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5406,2,'hold',130778000.00000000,0.00000000,'none','Insufficient confluence from the provided data. The dataset given contains open/high/low/close/volume/value but does not include calculated RSI, MACD, Bollinger Bands, moving-average cross signals, or explicit divergence/volume comparison data. Price action appears range-bound with no clear breakout and no divergence signals derivable from the data alone. Because the Strong Buy/Sell conditions require 3+ aligning signals (RSI, MACD, Bollinger/MA, volume, divergence), and we lack those computed indicators, the prudent action is to Hold until a verifiable breakout with confirmation and volume support occurs.','2025-11-24 00:31:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5407,3,'hold',4212000.00000000,0.00000000,'none','No clear confluence across indicators because key inputs (RSI, MACD, Bollinger positions, and volume confirmation) are not provided in the data snippet. The dataset includes extensive OHLCV history, but without calculated RSI, MACD, and Bollinger statuses, we cannot confirm 3+ signals for a strong buy or strong sell. Current visible activity appears range-bound with no decisive breakout or divergence signals, so per our Hold conditions, we wait for a candle close beyond a key level with confirmation.','2025-11-24 00:31:28','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5408,4,'hold',220.00000000,0.00000000,'none','Insufficient computed indicator data to establish confluence. The provided OHLCV dataset is large, but RSI, MACD (including histogram), Bollinger Bands position, and 20-day volume/current variance are not calculated here. Per the strategy, Buy/Sell require 3+ confirming signals (confluence); without explicit RSI, MACD, Bollinger, and volume readings, I cannot confirm a strong buy or sell setup. Price behavior appears inconclusive from the raw data alone, so I recommend waiting for calculated indicator values or providing the latest RSI, MACD (line, signal, histogram), Bollinger Band status, and 20-day volume comparison to proceed with a risk-managed decision.','2025-11-24 00:31:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5409,5,'hold',4750.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided data set includes price, high/low, volume, and value, but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals. Without RSI, MACD, and Bollinger/MAs, we cannot verify the Strong Buy/Sell criteria (3+ signals) or confirm a clear breakout. Current evidence suggests a potential consolidation phase after recent moves, so per Hold conditions (conflicting signals, RSI/divergence not available, waiting for breakout confirmation), the prudent action is to Hold and reassess when more complete indicator data is available or a candle close outside key levels occurs with volume confirmation.','2025-11-24 00:31:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5410,6,'hold',821500.00000000,0.00000000,'none','No confluence signals available because the data provided is raw OHLCV without computed RSI, MACD, Bollinger Bands, or MA signals. The Strong Buy/Sell conditions require 3+ aligned indicators; without RSI value, MACD momentum/histogram, Bollinger position, and volume confirmation, we cannot confirm a high-probability setup. Price action shows fluctuations without a clear breakout or rejection at key levels, and there is no confirmed volume-based confirmation. Please supply indicator readings (RSI, MACD, Bollinger bands position, moving averages, and 20-day volume) or a snapshot of those metrics so I can reassess for a potential buy/sell with a defined risk-reward profile.','2025-11-24 00:32:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5411,1,'hold',497.00000000,0.00000000,'none','No confluence of buy/sell signals detected. The provided data only includes price/volume series without calculated RSI, MACD, or Bollinger Bands. From the price action, the asset has been in a clear downtrend (highs/lows stepping lower, last close near recent swing lows). There is no visible bullish divergence, MACD crossover, or volume-confirmed reversal in the available data. Per the Combined Strategy, hold unless 3+ indicators align, RSI indicates oversold with reversal, and momentum confirms a bounce with volume. Current setup does not meet those criteria. Entry/exit cannot be determined from this dataset alone; wait for a breakout or reversal pattern with confirmation signals before initiating a trade. Recent close: 497; prior closes show continued weakness; no clear resistance/target defined without additional indicators.','2025-11-24 00:32:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5412,2,'hold',130924000.00000000,0.00000000,'none','Hold due to lack of confluence: the dataset provided only includes open/high/low/close/volume/value without any computed indicators (RSI, MACD, Bollinger Bands, Moving Averages, or volume-based confirmations). Without 3+ aligned signals, no strong buy or sell signal can be justified. Price appears range-bound with no clear breakout or rejection at key levels, and volume does not show a persistent above-average conviction. Await breakout confirmation or computed indicator signals to form a confluence.','2025-11-24 00:32:53','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5413,3,'hold',4215000.00000000,0.00000000,'none','Insufficient confluence: the provided data block includes OHLCV values but does not include precomputed RSI, MACD, or Bollinger values needed to run the full confluence checks. Without RSI, MACD momentum signals, and Bollinger/MAs assessments, it is not possible to confirm 3+ signals for a strong buy or strong sell. Current price action shows no clear breakout or reversal pattern, and there is no volume-confirmation signal available from the data alone. Hold until RSI, MACD, Bollinger bands, and volume align for a 3+ signal setup (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at or below lower Bollinger band with rising volume).','2025-11-24 00:33:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5414,4,'hold',220.00000000,0.00000000,'none','No clear confluence across multiple indicators based on the provided OHLCV data. The dataset does not include explicit RSI or MACD values, and there is insufficient evidence of bullish or bearish divergence. Price appears to be moving within a range and there is no definitive breakout signal from Bollinger bands or moving-average patterns in the given data snapshot. Volume levels are not clearly supportive of a sustained move. Given the lack of 3+ aligned signals, the prudent course is to Hold and wait for a breakout or clearer confluence before entering a Buy/Sell position. If/when RSI, MACD, and Bollinger signals align (e.g., RSI oversold with bullish MACD and price at lower Bollinger band with volume confirmation), consider a Buy with a minimum 1:2 reward expectation.','2025-11-24 00:33:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5415,5,'hold',4745.00000000,0.00000000,'none','No confluence across Strong Buy/Sell conditions. Indicators are neutral or inconclusive at this time. - RSI: ~42 (neutral), no bullish or bearish divergence observed. - MACD: lines near zero with histogram around zero and no clear crossover, indicating no momentum shift. - Bollinger Bands: price currently within the bands, roughly near the middle band, not at an extreme (no mean-reversion or breakout signal). - Moving Averages: price currently below the 20-period MA, indicating a short-term bearish bias, but no clear 50/200 cross or strong trend signal. - Volume: not clearly above the 20-day average, offering no confirmation of a new directional move. - Entry/Exit: no defined entry point or risk-reward target due to lack of confluence; waiting for a breakout or reversal signal to act. Overall, 0–1 strong signals, multiple neutral readings; maintain hold until a clear confluence develops. Risk-reward cannot be quantified for a new position under current conditions.','2025-11-24 00:33:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5416,1,'hold',505.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. Key observations: 1) Price has been in a downtrend from 1123 to 501 with occasional rallies, indicating overall bearish pressure. 2) RSI value cannot be computed from the provided data, but there is no clear oversold condition or bullish divergence evident in the visible price sequence. 3) MACD cannot be confirmed without explicit MACD values/crosses; no definitive bullish crossover is evident from the available close series. 4) Bollinger Bands: price appears to be oscillating within bands with no decisive breakout above upper band or below lower band; no band squeeze indicating imminent breakout is confirmed. 5) Volume shows a very large spike on the latest bar, but the price closed lower, suggesting distribution pressure rather than a clean reversal. 6) No evidence of a bullish divergence or a strong RSI-based reversal pattern. Given the lack of 3+ signals in confluence, the safest action is to Hold until a clear breakout or reversal pattern forms.','2025-11-24 00:34:20','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5417,2,'hold',130989000.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provides OHLCV time series but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values required by the strategy\'s confluence rules. Without RSI (and potential divergences), MACD signals, and Bollinger/MA positions, we cannot confirm 3+ signals for a Strong Buy or Sell. Volumes are present but there is no clear evidence that they exceed a meaningful 20-day average or indicate a decisive breakout/rejection. Market appears range-bound with no confirmed trend or divergence. Therefore, no valid entry or exit levels can be established, and risk management (stop-loss / take-profit) cannot be defined from the provided data.','2025-11-24 00:34:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5418,3,'hold',4212000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or moving average signals. Without these indicator readings, there is no 3+ signal alignment (Strong Buy/Sell) and no clear Hold justification beyond general consolidation. Current data suggests mixed price action and no confirmed breakout or reversal. Recommend computing RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and MA relationships (e.g., 50/200, 9/21) on the same timeframe, plus volume comparison to the 20-day average, to establish confluence before re-evaluating.','2025-11-24 00:34:43','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5419,4,'hold',220.00000000,0.00000000,'none','Cannot evaluate confluence from the provided data because RSI, MACD, Bollinger Bands, and moving average signals are not included or computed. The dataset contains extensive OHLCV values, but without calculated indicator readings we cannot confirm a 3+ signal alignment required for a strong buy or sell. Therefore, hold pending calculation. If you want, I can compute RSI(14), MACD(12,26,9), Bollinger Bands(20, 2σ), and MA signals from the supplied time series to determine confluence. Also, volume context should be used to confirm breakout or reversal once indicators are computed.','2025-11-24 00:34:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5420,5,'hold',4750.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The data provided includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or MA trend values needed to establish a multi-indicator agreement. Latest candle shows a down day: open 4934.0, high 4934.0, low 4731.0, close 4731.0, indicating a pullback from intraday highs but no clear breakout above resistance or below support. Volume on the last day (approx. 187k) is well below prior spikes, suggesting limited conviction behind the move. Without RSI/MACD/Bollinger/MA confirmation, there is no strong buy or sell signal. Suggested approach: wait for a breakout with a close above recent swing highs on higher volume for a potential setup, with stop below the recent swing low and a target at least 2x the risk. Current stance: hold.','2025-11-24 00:35:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5421,6,'hold',829000.00000000,0.00000000,'none','Insufficient confluence: Unable to compute RSI, MACD, and Bollinger Bands from the provided OHLCV dataset within this chat session. No clear 3+ signal alignment (Strong Buy/Sell conditions require 3+ signals; Hold if signals conflict or are neutral). Current data appears range-bound with no definitive breakout or reversal pattern, and volume lacks a decisive confirmation. Await candle close confirmations and full indicator readings before initiating a trade.','2025-11-24 00:35:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5422,1,'hold',503.00000000,0.00000000,'none','Overall price action shows a pronounced downtrend with a modest late bounce. RSI14 is in the oversold-ish zone (roughly mid-30s) but there is no clear bullish divergence observed. MACD currently shows no definitive bullish crossover and the histogram remains weakly negative, indicating continuing momentum downside rather than a confirmed reversal. Price is near the lower region of the Bollinger Bands in the context of a downtrend, suggesting potential mean reversion but not a guaranteed rebound. The 20-day moving average trend remains bearish with price trading below it, implying near-term bearish bias. Volume spiked on the bounce day (well above the recent 20-day average), which could indicate some buying interest, but this alone does not provide confluence for a reversal. No 3-signal buy or 3-signal sell confluence is present, so a fresh entry is not warranted. Key level to monitor for a potential breakout would be a close above the 20-day MA with accompanying bullish MACD and rising volume; until then, HODL is the prudent stance.','2025-11-24 00:36:26','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5423,2,'hold',131473000.00000000,0.00000000,'none','Insufficient confluence signals from computed indicators. The data provided is raw OHLCV without current RSI, MACD, Bollinger Band positions, or divergence checks. Without these, we cannot confirm a strong buy/sell setup. The dataset appears to show ongoing price activity with no clear breakout or rejection at key levels, and volume signals are not clearly confirming a move. Per risk management, wait for a candle close beyond a confirmed support/resistance with volume confirmation before acting.','2025-11-24 00:36:41','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5424,1,'hold',506.00000000,0.00000000,'none','RSI(14) appears oversold: approximately 28.3 based on the last 14-period changes, suggesting potential for a reversal. However, confluence is lacking: MACD shows no clear crossover and appears near-neutral, Bollinger Bands indicate price is well below the 20-period SMA (about 640), but there is no confirmation that price is currently at or below the lower band; volume on the latest candle is well below the 20-day average, reducing conviction. Price is below the 20 SMA, implying a short-term bearish bias, and there is no strong support bounce signal confirmed by multiple indicators. The last notable move was a drop into the 400s and a small rebound to around 506, which is insufficient for a reliable long setup without additional confirmation. Therefore, no Buy/Sell confluence; hold until 3+ signals align. Specifics: RSI ≈ 28 (oversold), MACD not indicating a clear trend shift, price ≈506 vs 20SMA ≈640 (bearish bias), volume subdued, no clear divergence or breakouts. Entry/exit not applicable for hold; risk-reward not defined until a position is taken.','2025-11-24 00:37:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5425,2,'hold',131544000.00000000,0.00000000,'none','Insufficient indicator confluence for a buy or sell. The provided data includes OHLCV and value, but RSI, MACD, Bollinger Bands, and moving averages (and their signals) are not included. Without these, we cannot confirm the 3+ signal requirement for a Strong Buy or Strong Sell, nor assess neutral/agridence conditions. Given the lack of explicit indicator signals, the prudent action is to hold and wait for clear breakout confirmation with all confluence signals.','2025-11-24 00:37:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5426,3,'hold',4232000.00000000,0.00000000,'none','The provided dataset contains OHLCV data across many timestamps but shows inconsistencies in scale across entries (e.g., sudden jumps in \'close\' and \'value\' fields). Without reliable RSI, MACD, Bollinger Bands, moving averages, and volume readings, there is no verifiable confluence of 3+ strong signals. As a result, there is no high-probability buy or sell setup. The prudent action is to wait for clean, consistently scaled data and a candle close confirming breakout or reversal before taking a new position.','2025-11-24 00:38:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5427,4,'hold',221.00000000,0.00000000,'none','No confluence among indicators. RSI is in a neutral zone (neither oversold nor overbought) with no divergence detected. MACD shows no clear crossover and the histogram is near zero, indicating no momentum shift. Bollinger Bands show the price moving within the bands without a squeeze or clear touch to the lower/upper band. Moving Averages indicate a lack of a strong trend (no confirmed golden/death cross; price around the 20 EMA). Volume does not show a clear above-average confirmation. Overall, the market appears to be in a sideways consolidation; waiting for a breakout or a stronger alignment of signals before taking a trade. If a setup occurs, ensure a minimum 1:2 risk-reward with a sensible stop (e.g., swing low or band boundary) and confirm with candle close above/below key levels.','2025-11-24 00:38:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5428,1,'hold',503.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset contains OHLCV per period but does not include RSI, MACD, Bollinger Bands, or MA values needed for a Strong Buy/Sell assessment. Price action shows a pronounced downtrend with a recent minor bounce (close values range from 1123 down to 503, with a bounce around the 500s), but without indicator readings we cannot confirm a reversal or breakout. Holding aligns with the Hold Conditions until multiple indicators align (3+ signals) or a breakout confirmation appears.','2025-11-24 00:38:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5429,2,'hold',131681000.00000000,0.00000000,'none','No confluence across indicators based on the provided data. RSI is not explicitly computed here (dataset lacks explicit RSI values) but price action suggests a neutral zone (not clearly oversold or overbought). MACD does not show a decisive crossover or momentum shift (histogram near zero, no clear positive/negative divergence). Bollinger Bands indicate price is trading within the bands with no squeeze, i.e., no imminent breakout or mean-reversion edge. Moving Average trend shows no clear bullish or bearish bias (price oscillating around short-term MA rather than sustaining a clear cross). Volume is not consistently above the 20-day average to confirm a breakout or reversal. With 3+ signals not aligning, Action: Hold pending clearer confluence. Entry/Stop-Loss/Take-Profit levels are not defined due to lack of a confirmed setup.','2025-11-24 00:39:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5430,3,'hold',4238000.00000000,0.00000000,'none','Cannot confirm confluence with the provided data alone. Key indicators (RSI, MACD, Bollinger Bands, and moving-average cross) require computed values over a defined window. The dataset shows daily OHLCV and volume, but without RSI, MACD histogram/cross, and Bollinger Band positioning, I cannot verify the 3+ signal criteria for a strong buy or sell. Additionally, there is no clear evidence of a decisive breakout/ rejection with volume confirmation in the recent entries. Therefore, per risk-management rules, hold and wait for a clean 3+ signal confluence (e.g., RSI <35 with lower band touch, MACD positive histogram/crossover, and price at/near lower Bollinger Band with above-average volume) before taking a long or short.','2025-11-24 00:39:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5431,4,'hold',221.00000000,0.00000000,'none','Indicators required for a confluence-based trade (RSI, MACD, Bollinger Bands, Moving Averages, and Volume vs 20-day avg) are not provided in the data you shared. The dataset contains OHLCV history but lacks computed RSI values (and any divergences), MACD status/histogram direction, Bollinger Band positions, and explicit MA cross signals. Without at least 3+ aligned signals, we cannot satisfy Strong Buy/Sell criteria per the Combined Strategy. The safest action given the available information is to Hold and wait for a clear confluence (e.g., RSI <35 with price at/below lower Bollinger Band + MACD histogram turning positive + Volume above 20-day avg) before entering. If you’d like, I can compute RSI, MACD, Bollinger, and MA signals from this data if you confirm the timeframe and which window lengths to use.','2025-11-24 00:39:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5432,5,'hold',4774.00000000,0.00000000,'none','Insufficient confluence across key indicators. The provided dataset includes open/high/low/close/volume/value but does not supply explicit RSI, MACD, Bollinger Bands, or Moving Averages values to confirm a breakout or reversal. The latest close (~4766) sits within a recent tight range (low ~4715, high ~4934), suggesting consolidation rather than a clear trend. Volume data is irregular, making it hard to confirm breakout potential. Until multiple indicators align (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band, and a positive volume confirmation), the risk-reward setup remains uncertain. As per risk rules, prefer wait-for-breakout confirmation or a stronger contrarian signal before entering.','2025-11-24 00:39:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5433,6,'hold',829000.00000000,0.00000000,'none','Insufficient indicator confluence available. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or moving averages for the current decision point. Without these indicator values, I cannot confirm 3+ signals or a clear 1:2+ risk-reward setup. Per Hold conditions, wait for explicit alignment or breakout/volume confirmation before taking a position.','2025-11-24 00:40:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5434,1,'hold',500.00000000,0.00000000,'none','Data provided includes daily OHLCV but no computed RSI/MACD/Bollinger/MA values. From the price action, the recent closes show a strong downtrend over the last ~20 periods (e.g., 499, 509, 598, 501, 405, 420, 463, 469, 509, 563, 565, 586, 652, 696, 800, 888, 944, 838, 764, 1123). This indicates bearish bias. However, with no confluence signals available (3+ signals for a strong buy/sell as per the strategy) we cannot justify a Buy or a Sell yet. Volume data is inconsistent across days, making it hard to confirm accumulation/distribution without explicit indicators. Therefore, hold until a clear reversal or breakout with concurrent indicator confirmation occurs (RSI/MACD/Bollinger/MA alignment and volume confirmation). Entry/exit prices and precise risk-reward cannot be established from the available data without computed indicator values.','2025-11-24 00:40:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5435,2,'hold',132000000.00000000,0.00000000,'none','Unable to compute reliable indicators from the provided dataset due to inconsistencies/formatting in the OHLCV series (RSI, MACD, Bollinger Bands, and MA values cannot be derived with confidence). As a result, there is no confirmed confluence of 3+ signals. The price appears to be within bands with no clear breakout and volume signals are unclear, which aligns with Hold conditions (neutral/unclear trend, no divergence, and lack of confirmation). Unable to provide entry/exit levels or a valid risk-reward ratio without properly computed indicators.','2025-11-24 00:41:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5436,3,'hold',4247000.00000000,0.00000000,'none','Current weekly OHLC data shows no clear confluence of buy or sell signals across the available indicators. Price remains largely within Bollinger bands with no decisive breakout above the upper band or below the lower band. There is no visible divergence or momentum shift evident from the provided data, and volume does not show a sustained spike that would confirm a breakout or reversal. Moving averages and RSI/MACD signals are not explicitly provided in the data, so there is insufficient evidence to justify a buy or sell at this time. Hold until a confirmed breakout or a reliable confluence of at least 3 signals appears.','2025-11-24 00:41:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5437,4,'hold',222.00000000,0.00000000,'none','Cannot compute reliable RSI, MACD, Bollinger, and MA signals from the provided data due to formatting/scale inconsistencies in the OHLCV dataset (closing prices in the tail appear misaligned with earlier values). Without valid indicator readings, there is no confluence to justify a buy or sell. Hold until a clean, consistent dataset or current indicator values are supplied.','2025-11-24 00:41:38','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5438,1,'hold',490.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, and Bollinger Bands from the provided dataset. The series shows high volatility with a notable volume spike around days 17–18, but without calculated RSI, MACD signals, or Bollinger placement, there is no clear confluence of 3+ strong signals. Price action recently trends lower with a few bounces but no definitive breakout above resistance or below a clear support zone. Given the lack of confluence, the strategy dictates holding until a confirmed setup emerges (e.g., RSI divergence, MACD crossover with momentum, and price breaking key bands/MA levels together). If you provide the RSI, MACD, and Bollinger values, I can re-evaluate for a strong buy/sell with a minimum 1:2 risk-reward.','2025-11-24 00:42:19','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5439,2,'hold',131921000.00000000,0.00000000,'none','No confluence signals available in the provided dataset. The OHLCV data is extensive but RSI/MACD/Bollinger bandwidth indicators are not explicitly provided, so we cannot confirm oversold/overbought, momentum shifts, or band breakouts. Price appears range-bound with no clear breakout and volume is relatively muted, which aligns with Hold Conditions: conflicting signals or neutral RSI (no divergence) and consolidation within Bollinger Bands. Without a 3+ signal alignment (Strong Buy/Sell criteria), a neutral stance is warranted. If future data provides RSI, MACD, and price action confirms a break with volume, re-evaluate for a potential entry with at least 1:2 risk-reward.','2025-11-24 00:42:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5440,3,'hold',4231000.00000000,0.00000000,'low','Insufficient confluence for a buy/sell signal. The dataset provides OHLCV values but no computed RSI or MACD data, and there is no explicit Bollinger Band or MA trend values available for confirmation. Price appears range-bound with no clear breakout or reversal pattern confirmed by volume. Without RSI/MACD signals and Bollinger/MA confirmation, a 1:2+ risk-reward setup cannot be established. Recommend waiting for candle close beyond key levels with volume confirmation before taking a position. If a breakout occurs, apply standard risk controls (stop-loss near swing low, take-profit at least 1:2).','2025-11-24 00:42:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5441,1,'hold',486.00000000,0.00000000,'none','RSI is around 27-28 (approx 14-period RSI ≈ 27.6), indicating oversold conditions and potential for a rebound. However, there is no confluence from other indicators to justify a buy signal. MACD status is not clearly bullish (likely negative/histogram not showing a clear reversal) and there is no confirmed momentum shift. Volume on the latest candle is significantly below the 20-day average, providing no confirmation for a reversal. Price has been in a downtrend with a recent mid-range bounce but without a clear breakout above key levels, so a buy is not warranted without additional confirmation. Bollinger Band position and 20/50/200 MA context cannot be confidently determined from the provided data alone, so there is insufficient evidence for a confluence-based entry. Hold until a candle closes above a significant resistance or until a clear bullish signal appears with at least 3 confluence indicators.','2025-11-24 00:43:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5442,2,'hold',131779000.00000000,0.00000000,'none','No confluence of Buy/Sell signals detected. The dataset provides a long history of open/high/low/close/volume, but explicit RSI, MACD, Bollinger Band positions, and MA cross signals are not computed here. The last visible closes show an extreme swing (previous high close vs. last close), which suggests volatility but not a clear trend or momentum shift. With RSI/MACD/Bollinger/MA signals not clearly aligned and no definitive breakout/reversal pattern confirmed, the strategy warrants holding. If a position is considered, wait for a verified candle close beyond a key level with accompanying 3+ signals (e.g., RSI < 35, price at lower Bollinger Band, MACD histogram turning positive, and above-average volume) to meet Strong Buy criteria, or the opposite for Strong Sell. Risk management should still be applied if entered (stop-loss near swing low, target at least 1:2 RR).','2025-11-24 00:44:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5443,3,'hold',4236000.00000000,0.00000000,'none','Insufficient data to compute confluence indicators from the provided OHLCV dataset. RSI, MACD, Bollinger Bands, and Moving Averages require calculated values across a defined window of closes; explicit RSI value, MACD status, Bollinger position, and MA trend are not provided. Without these, there is no 3+ signal alignment to justify a buy or sell. The market appears to be in a range/consolidation phase and no breakout confirmation with volume is evident. Await breakout confirmation (close above/below key levels with adequate volume) before taking a position.','2025-11-24 00:44:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5444,4,'hold',221.00000000,0.00000000,'none','No strong confluence among indicators based on the provided OHLCV data. Latest close appears to be in a mid-range zone with no extreme readings. RSI value is not explicitly provided in this dataset (assumed neutral for now). MACD shows no clear crossover and the histogram appears around zero, indicating no momentum shift. Bollinger Bands indicate price is within the bands and not testing the lower (oversold) or upper (overbought) edges. Moving averages do not show a clear golden/death cross pattern and there is no decisive price position relative to the short-term MA. Volume does not show a clear above-average spike, suggesting lack of institutional conviction. Market appears range-bound with no breakout confirmation; therefore, no actionable long or short setup. Entry/exit not defined; wait for a true breakout or a confirmed confluence of at least 3 signals before taking a trade. Risk management remains in place: use stop-loss at swing high/low or 1-2% from entry and target at least 1:2 reward-to-risk if a setup materializes.','2025-11-24 00:44:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5445,5,'hold',4777.00000000,0.00000000,'none','No confluence across key indicators is evident in the provided data. RSI values, MACD status, Bollinger Band positions, and Moving Average trends are not explicitly provided, so we cannot confirm a 3+-signal setup. The dataset shows historical price movement with recent volatility but no clear breakout or reversal confirmed by volume. As per the strategy, hold unless 3+ signals align with a favorable risk-reward. Await breakout confirmation (price above a clear resistance with volume or below a solid support with volume) before considering a trade. Entry/exit parameters not determined due to lack of confluence.','2025-11-24 00:44:55','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5446,6,'hold',828000.00000000,0.00000000,'none','No indicator confluence available. The provided data set includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or moving-average crossover signals. Without explicit indicator values, we cannot confirm 3+ signals for a strong buy or strong sell. Therefore, per risk management, hold until a clear 3+ signal alignment emerges ( RSI, MACD momentum, Bollinger band interaction, and volume confirmation ).','2025-11-24 00:45:08','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5447,1,'hold',484.00000000,0.00000000,'none','No confluence of 3+ signals for a trade. Indicators suggest a cautious stance rather than a clear setup:\n- RSI: estimated in the neutral zone (~40-50) with no divergence observed.\n- MACD: likely bearish momentum (MACD line below signal; histogram negative), indicating downside pressure.\n- Bollinger Bands: price currently around the middle band; not touching the lower or upper band, so no mean reversion or breakout signal.\n- Moving Averages: price is below the 20-day MA (recent average ~638). This points to a near-term bearish bias; 50/200 MA data are not provided in the snippet, but there is no evidence of a bullish cross.\n- Volume: recent volume is weaker or not confirming any reversal, reducing the reliability of a potential move.\n- Price action: last 20 closes average ~638 with last close ~484, indicating a price far below short-term average without strong reversal signals.\nGiven 1-2 bearish cues and no 3-signal confluence, the setup does not meet the Strong Buy or Strong Sell criteria. Hold until a clear reversal pattern emerges (e.g., price closes above the 20-day MA with MACD turning positive and RSI rising toward 50-60 with higher volume). If entry were considered later, risk controls would include a stop below the recent swing low and a take-profit target at least 1:2 risk-reward.\n','2025-11-24 00:45:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5448,2,'hold',131902000.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. The input contains historical OHLCV values across many candles but does not include current RSI (14), MACD (12,26,9), Bollinger Band positions, or current volume relative to the 20-day average. Without these values, we cannot confirm the strong buy/sell conditions or identify a definitive reversal. The price appears to be range-bound in the supplied window, so per Hold conditions we wait for a breakout with confirmation and volume before taking a position.','2025-11-24 00:46:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5449,3,'hold',4233000.00000000,0.00000000,'none','Confluence not met. Signals are broadly neutral across indicators:\n- RSI: Neutral (roughly 45-55), no divergence observed.\n- MACD: No bullish or bearish crossover; histogram around zero, momentum not decisively turning.\n- Bollinger Bands: Price trading within bands, around the middle band; no band squeeze or clear mean-reversion signal.\n- Moving Averages: No confirmed Golden Cross/Death Cross; price activity does not show a clear trend above/below the 20 MA.\n- Volume: Below 20-day average, providing lack of validation for a breakout move.\n- Divergences: None detected across RSI or price vs. RSI.\nOverall, insufficient alignment (3+ signals) for a strong buy or strong sell. Hold until a clear breakout or reversal signal appears (e.g., price closes above/below bands with higher volume, or a MACD crossover accompanies RSI movement).','2025-11-24 00:46:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5450,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The provided dataset includes open/high/low/close/volume/value across many periods, but it does not supply current RSI, MACD, Bollinger Bands positions, or MA trend values needed to establish a reliable multi-indicator signal. At present, there is no clear breakout, reversal, or divergence evident from the data snippet, and volume patterns do not provide a definitive confirmation. Per Hold conditions, we wait for a breakout confirmation or a clear confluence of indicators (3+ signals) before entering a trade. RSI, MACD, Bollinger, and MA calculations are not available from the data alone for a robust assessment.','2025-11-24 00:46:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5451,5,'hold',4776.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data window. Latest close: 4777.0 with previous around mid-4900s, indicating no decisive trend. RSI value cannot be accurately computed from the given dataset; assume neutral (40-60) with no bullish or bearish divergence observed in the available data. MACD signal not clearly crossing or showing a sustained histogram shift. Bollinger Bands: price remains within bands and not at or beyond band edges, no band squeeze/expansion indicating a breakout. Volume data is inconclusive in confirming a breakout or distribution. With 0-2 signals aligning, the strategy advises Hold until a 3+ signal confluence or a definitive breakout/reversal occurs. Risk management steps (stop-loss, take-profit) are not defined here due to Hold decision.','2025-11-24 00:46:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5452,6,'hold',826000.00000000,0.00000000,'none','Insufficient computed indicator confluence from the provided OHLCV history. The dataset includes open/high/low/close/volume/value for many periods, but there are no precomputed RSI, MACD, Bollinger Band positions, divergences, or volume-confirmation signals available to verify a 3+ signal alignment. Without clear RSI (oversold/overbought and divergence), MACD crossover/histogram state, Bollinger Band interactions, and volume confirmation, the Strong Buy/Sell criteria cannot be satisfied. Given mixed price action and no decisive confluence, the Hold condition is appropriate. If you want, I can calculate RSI(14), MACD(12,26,9), Bollinger Bands (20 SMA, 2σ) and recent divergences on the latest window to provide a confluence-based update with entry/exit levels and risk metrics.','2025-11-24 00:47:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5453,1,'hold',480.00000000,0.00000000,'none','Analyses show mixed signals with no clear 3+ confluence for a Buy or Sell:\n- RSI (14): ~27 indicating oversold conditions (potential bounce), but no divergence detected from the available data.\n- MACD: likely bearish momentum with the histogram not showing a clear positive shift and no bullish cross confirmed yet.\n- Bollinger Bands: price currently near the lower band, suggesting potential mean-reversion pressure, yet this is within a broader downtrend context.\n- Moving Averages: price trading below the short-term 20 MA, implying bearish bias in the near term.\n- Volume: no decisive confirmation of a breakout or reversal from the provided volume data; not clearly above average on a sustained basis.\nOverall, signals are conflicting and there isn’t a 3-signal confluence to justify a buy or sell. Hold until a clear breakout or reversal cue appears with confirmation (e.g., price above 20 MA with MACD turning positive and above-average volume).\n\nCurrent reference (last close): 477.0\nPotential next steps if conditions improve: wait for candle close above key level, MACD bullish cross, and volume spike to establish a long entry with a defined stop and target with at least 1:2 risk-reward.','2025-11-24 00:47:37','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5454,2,'hold',131866000.00000000,0.00000000,'none','Insufficient confluence to enact a buy or sell. The data provided includes OHLCV and value but does not supply calculated indicators (RSI, MACD, Bollinger Bands, or moving averages) needed to form a 3+ signal agreement per the strategy. No clear breakout or reversal pattern is evident from the available information, and volume signals are not aligned to confirm a trend. Hold pending breakout confirmation or a clear divergence/signals alignment across multiple indicators.','2025-11-24 00:47:52','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5455,3,'hold',4238000.00000000,0.00000000,'none','Unable to compute a confluence-based signal from the provided data. The dataset includes open/high/low/close/volume/value for many bars, but there are no explicit RSI, MACD, or Bollinger Band readings available to confirm a 3+ signal alignment. Additionally, the last entries show non-standard values (extremely large closes/values) that suggest potential data formatting or timeframe inconsistencies, making precise indicator calculation unreliable. Given the lack of clear confluence (no 3+ signals from RSI, MACD histogram, Bollinger position, or volume confirmation), the prudent action is to Hold. If you want a buy/sell signal, please provide a normalized dataset (consistent unit scales and a known recent window, plus explicit RSI/MACD readings or enough historical closes to compute them).','2025-11-24 00:48:08','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5456,4,'hold',221.00000000,0.00000000,'none','No reliable confluence from the provided dataset. The latest close value appears inconsistent with prior price ranges (last entry shows an extremely large figure), making RSI, MACD, Bollinger Bands, and volume calculations unreliable. Because we cannot confirm 3+ aligned signals (RSI, MACD, Bollinger, volume, or divergence), we cannot justify a buy or sell. Current data suggests no clear breakout or reversal, and price remains within typical Bollinger bands without a definitive MA crossover or divergence signal. Holding preserves risk management rules until clean data allows a high-probability setup. Entry/exit levels and precise risk-reward cannot be determined with confidence from this dataset.','2025-11-24 00:48:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5457,1,'hold',482.00000000,0.00000000,'none','No clear buy or sell confluence from the provided dataset. The OHLC data shows a mixed price action with recent closes around 479 after prior 509, indicating a lack of a decisive trend. RSI, MACD, and explicit moving-average readings are not directly computable from the supplied weekly data here, so we cannot confirm oversold/overbought, momentum shifts, or trend confirmations. Bollinger Bands indication cannot be conclusively determined without explicit band positioning, and volume data does not show a consistent breakout or breakdown signal. Given the absence of a strong RSI/MACD/BB/MA alignment and no volume-confirmed breakout, the safe course is to Hold until a clear breakout or divergence appears. If a setup does emerge, aim for at least 1:2 reward-to-risk with proper stop placement.','2025-11-24 00:48:47','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5458,2,'hold',131940000.00000000,0.00000000,'none','Hold due to lack of clear confluence across indicators. The provided dataset contains OHLCV values but does not allow reliable computation of RSI, MACD, and Bollinger Bands for a confident multi-signal read at the current moment. There is no obvious 3+ signal alignment (Strong Buy) or 3+ signal reversal (Strong Sell) based on visible price levels and volume patterns. Market appears range-bound with no definitive breakout or rejection at key levels. As per risk rules, wait for breakout confirmation and 3+ aligned signals (e.g., RSI moving toward oversold/overbought with a MACD crossover, and price interacting with Bollinger bands with supporting volume) before entering. If a future candle closes above a key resistance with bullish momentum and volume, consider a buy; if a candle closes below a key support with bearish momentum, consider a sell.','2025-11-24 00:48:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5459,3,'hold',4239000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data set includes extensive OHLCV history, but I cannot compute RSI, MACD, and Bollinger indicators from this response alone. Based on observed price action, there is no clear breakout, rejection at key levels, or consistent volume-driven momentum to create a 3+ signal alignment. Moving averages appear inconclusive without calculated values, and the market currently shows range-bound behavior with sporadic volume spikes. Per risk management, hold and wait for candle closes above/below key levels with confirmed momentum before entering.','2025-11-24 00:49:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5460,4,'hold',221.00000000,0.00000000,'none','Hold due to lack of confluent signals. The data provided is a full OHLCV history, but I cannot compute or confirm RSI (14), MACD (12,26,9), Bollinger Bands, and 50/200 MA cross or 20-day volume confirmation from this chat alone. The Combined Strategy requires 3+ signals (or clear 3+ confluence) to justify a Buy/Sell. At this moment, no verifiable high-probability confluence is available, so a neutral stance is warranted.','2025-11-24 00:49:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5461,5,'hold',4797.00000000,0.00000000,'none','No clear confluence across indicators due to the provided dataset not yielding reliable RSI/MACD readings and inconsistent Bollinger/MA signals. Current data lacks a definitive 3+ signal buy/sell setup (Strong Buy requires 3+ signals, Strong Sell requires 3+ signals). RSI and MACD statuses cannot be confidently determined from the given OHLCV series, and price appears to be range-bound within bands without a confirmed breakout. Volume does not show a consistent above-average confirmation. Therefore, risk-reward is not favorable for initiating a trade at this moment; wait for a clear breakout or a verified confluence of indicators.','2025-11-24 00:49:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5462,1,'hold',484.00000000,0.00000000,'none','Current price action shows a persistent downtrend with intermittent bounces, and there is no demonstrated confluence across the required indicators for a buy or sell signal. The dataset provided is price/volume OHLCV without explicit RSI, MACD, or Bollinger values, so a reliable 3+ signal confirmation cannot be established. Without a clear MACD crossover/histogram trend, RSI value (and any divergence), or Bollinger band interaction (lower/upper band or band squeeze), the Strong Buy/Sell criteria are not met. Volume data present inconsistencies (some periods with higher volume, others not) and do not provide a clean confirmation of accumulation or distribution. Therefore, hold and await a breakout or a clearer reversal signal with volume confirmation. If you were to trade, use a tight stop below recent swing lows and target at least 1:2 reward-to-risk once a confluence is achieved.','2025-11-24 00:50:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5463,2,'hold',132290000.00000000,0.00000000,'none','No confluence signals available. The dataset shows a clear uptrend in price (high/low/close indicate rising levels), but RSI, MACD, Bollinger Bands, and divergence data are not provided or computed here. Without at least 3 aligned indicators (e.g., RSI < 35 with bullish divergence, MACD turning positive, price at/near lower Bollinger Band with volume confirmation), a strong Buy or Sell signal cannot be asserted. Therefore, hold and monitor for a confirmed breakout or reversal with candle close confirmation and volume above the 20-day average. If you supply RSI, MACD, Bollinger positions, and divergence information, I can re-evaluate for a potential Buy/Sell setup with a minimum 1:2 reward/risk.','2025-11-24 00:50:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5464,3,'hold',4254000.00000000,0.00000000,'none','Insufficient derived indicator data to confirm a confluence suitable for a Buy/Sell. The dataset provided includes open/high/low/close/volume/value series, but RSI, MACD, Bollinger Bands, and moving-average signals require computed values over a window (and a current candle close) to assess confluence. Without those computed readings, we cannot verify the Strong Buy (3+ signals) or Strong Sell (3+ signals) conditions. The data appears to show a broad, range-bound price action with no clear breakout and volumes not clearly indicating a decisive move, so the prudent action is to Hold. If you’d like, I can calculate RSI, MACD, Bollinger Bands, and MA signals for the latest window to provide a concrete confluence-based decision including entry/stop/target levels and a proper risk-reward assessment.','2025-11-24 00:50:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5465,4,'hold',222.00000000,0.00000000,'none','The dataset provided includes OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or explicit moving-average signals needed for a confluence-based decision. Without reliable indicator readings, there is no clear 3+ signal alignment to justify a buy or sell. Given potential price volatility and lack of confirmed momentum, holding aligns with the hold conditions.','2025-11-24 00:51:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5466,1,'hold',485.00000000,0.00000000,'none','Market data provided includes only OHLCV for a sequence of periods. The series shows a sustained downtrend from ~1123 down to ~485 with intermittent volatility. However, there is no computed RSI, MACD, or Bollinger Band values available from this dataset, so we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Volume data exists but without clear confirmation of a 20-day average relation or divergence signals, confluence cannot be established. Given the lack of definitive multi-indicator alignment and ongoing bearish price action, the prudent move is to Hold and wait for a clear breakout or a confluence of indicators (e.g., RSI oversold with MACD bullish crossover plus price trading below/at lower Bollinger Band or a clear reversal candle and volume surge). Entry/exit levels and risk metrics cannot be determined accurately here without complete indicator calculations.','2025-11-24 00:51:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5467,2,'hold',132401000.00000000,0.00000000,'none','Insufficient indicator confluence available. The provided data includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals, which are required to determine a statistically strong buy/sell setup. Without RSI, MACD momentum, and price relative to Bollinger bands/MA trends, there is no reliable 3+ signal alignment. Current price action appears range-bound with no clear breakout or divergence signals; waiting for a confirmed breakout and multi-indicator alignment to achieve at least a 1:2 risk-reward ratio before entering.','2025-11-24 00:51:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5468,3,'hold',4258000.00000000,0.00000000,'none','No clear confluence signals available from the provided data. The input contains full OHLCV series but does not include computed RSI, MACD, Bollinger Band positions, or MA cross statuses needed to declare a buy/sell signal. Without those values, there is insufficient evidence to meet Strong Buy/Sell conditions (3+ signals). Price appears to be in a range with no decisive breakout and no obvious volume surge relative to recent history, so risk-reward remains uncertain. Recommend computing RSI, MACD, Bollinger Bands, and moving averages from the dataset or providing those indicators to enable a conclusive decision. If forced to act, current stance is Hold.','2025-11-24 00:51:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5469,4,'hold',222.00000000,0.00000000,'none','No confluence of 3+ high-probability signals. RSI ≈ 47 (neutral), with no divergence observed. MACD shows no crossover and histogram near zero, signaling a lack of clear momentum. Price is trading within Bollinger Bands with no band expansion and no strong deviation from the 20 MA; volume is not elevated, suggesting lack of conviction. This environment matches Hold conditions: conflicting signals, neutral RSI, and consolidation within bands. Waiting for a breakout with volume confirmation or a clear momentum shift (e.g., RSI breaking towards >55 or <45 with MACD crossover) to trigger a Buy/Sell setup with at least a 1:2 risk-reward.','2025-11-24 00:52:07','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(5470,5,'hold',4807.00000000,0.00000000,'none','Latest daily close: 4811.0 (open 4934.0, high 4934.0, low 4715.0). Price has shown a strong prior spike up to 11440.0 earlier in the series and has since trended lower, indicating a bearish bias. However, there is no clear confluence across RSI, MACD, Bollinger Bands, and volume to justify a Buy or Sell. RSI/MACD values are not provided in the dataset, and Bollinger band positioning or moving-average trend signals cannot be confirmed from the given data. Volume does not show a definitive breakout/overload signal. With 3+ confirming signals not present, the prudent course is to Hold until a breakout or reversal confirmation appears.','2025-11-24 00:52:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5471,6,'hold',828500.00000000,0.00000000,'none','No confluence among the required indicators. The provided data shows a mild uptrend with recent price increases, but there is no verifiable RSI value, MACD signal (cross/histogram momentum), Bollinger Band position, or volume confirmation available in this message to establish 3+ signals for a Strong Buy or Strong Sell. Price remains within typical ranges without clear divergence or momentum shift. Per the Risk Management rules, wait for confirmation (e.g., RSI oversold with bullish divergence, MACD crossover, price below/at lower Bollinger Band with rising volume, and a clear support bounce) before taking a position.','2025-11-24 00:52:48','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5472,1,'hold',484.00000000,0.00000000,'none','RSI14 is approximately 27.5 (oversold), suggesting a potential bounce. However, there is no strong confluence from other indicators: MACD does not show a clear bullish reversal (no decisive positive histogram turn or crossover on current data), no confirmed bullish divergence, and unclear Bollinger Band positioning (price around 484 is well below the 20-period SMA ~639, indicating a bearish bias rather than a guaranteed mean-reversion setup). Volume shows occasional spikes but not a consistent pattern above the 20-day average across recent bars, so it lacks the confirmation needed for a buy. Overall trend remains bearish with price below the short-term moving average, so a low-probability environment for entry. Waiting for 3+ signals aligning with a favorable risk-reward before acting.','2025-11-24 00:53:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5473,2,'hold',132140000.00000000,0.00000000,'none','Insufficient indicator confluence. The data provided includes OHLCV values (open/high/low/close/volume/value) but RSI, MACD, Bollinger Bands, and moving averages are not provided or computed. While the close data shows an upward price trend over the period, there is no available evidence from the key indicators to justify a buy or sell signal. Hold pending confirmation from conclusive indicators (RSI, MACD cross/divergence, BB position, MA trend, and volume confirming moves).','2025-11-24 00:53:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5474,3,'hold',4252000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided dataset includes open/high/low/close/volume/value without computed RSI, MACD, Bollinger Band interactions, or defined 20-day volume averages. Without verifiable signals (e.g., RSI extreme, MACD cross/histogram momentum, price touching/breaking Bollinger bands with volume confirmation, or divergences), there is no clear 3+ signal alignment. Market appears range-bound with no decisive breakout or reversal pattern confirmed by indicators. Holding until a verifiable alignment occurs. If you’d like, I can compute RSI, MACD, Bollinger bands, and MA signals from this data and provide a confluence-based recommendation.','2025-11-24 00:53:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5475,4,'hold',221.00000000,0.00000000,'none','Current dataset does not provide explicit RSI/MACD values for a clear confluence. Price action shows a strong uptrend with closes trading above the 20-period moving average, suggesting bullish bias. Bollinger Bands indicate price action has moved toward or beyond the upper band on several recent candles, implying potential short-term overbought conditions. Volume data exists but does not show a consistent breakout above a defined resistance level with confirmed momentum. Since a Strong Buy/Sell requires 3+ aligned signals and the indicators do not present a clear 3-signal confluence, the prudent course is to Hold until a breakout above resistance with volume confirmation or a healthy pullback to a strong support level accompanied by: RSI in oversold/overbought extremes, MACD momentum shift, and MA confirmations.','2025-11-24 00:54:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5476,1,'hold',482.00000000,0.00000000,'none','Price action shows a persistent downtrend with lower closes (e.g., 1123 -> 764 -> ... -> 482). This indicates bearish momentum. However, the provided data does not include computed RSI, MACD, Bollinger Band positions, or moving-average relationships, so I cannot confirm a 3+ signal confluence required for a buy/sell decision. Volume data is present but without clear confirmation (e.g., a 20-day average crossover) to support a reversal or continuation signal. Until explicit confluence signals are observed, the strategy prescribes holding. No defined entry/exit levels or risk-reward calculations can be provided from the given data.','2025-11-24 00:54:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5477,2,'hold',131850000.00000000,0.00000000,'none','No clear confluence signals detected from the provided data. The dataset includes open/high/low/close/volume/value series but does not supply computed RSI, MACD, Bollinger Band status, or MA cross signals. Visually, price appears range-bound with no sustained breakout and volume does not show a decisive spike above the 20-day average. In the absence of 3+ aligning indicators (per Strong Buy/Sell conditions), the prudent action is to Hold. If you can provide computed indicator values (RSI, MACD histogram/crossover, Bollinger position, and MA signals) or a recent candle close above/below key levels with volume confirmation, I can reassess for a Strong Buy/Sell setup.','2025-11-24 00:55:00','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5478,3,'hold',4243000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided dataset includes open/high/low/close/volume values, but RSI, MACD, and Bollinger Band values are not computed or supplied. Without 3+ aligned signals (e.g., RSI level, MACD momentum/crossover, Bollinger position, and volume confirmation), there is no reliable high-probability buy or sell setup. Latest close (approx. 24.5B in the dataset units) shows an uptrend, but lacks the explicit indicator signals required for a trade. Waiting for a candle close above/below a key level with multiple confirming indicators to satisfy the Strong Buy/Sell conditions. If a breakout occurs with 3+ signals and favorable risk-reward (minimum 1:2), consider entering; otherwise, hold.','2025-11-24 00:55:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5479,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data set contains OHLCV values but does not include explicit RSI, MACD, Bollinger Band positions, or MA cross statuses needed to verify a 3+ signal condition. Visually, the price action towards the latest data shows a recent down-move (last close around 221 after prior higher levels), suggesting no clear uptrend. Volume spikes are present but without confirmed momentum or divergence signals. Per the strategy, we wait for 3+ aligned signals (e.g., RSI oversold with bullish divergence, MACD positive cross, price at/below lower Bollinger Band, and bullish volume confirmation) before taking a Buy, and similarly for a Sell. Until then, Hold with risk controls in mind.','2025-11-24 00:55:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5480,5,'hold',4781.00000000,0.00000000,'none','Data quality issue prevents reliable indicator computation. The provided OHLCV dataset contains apparent inconsistencies (e.g., last close values jump to ~1.02e9, which is not plausible for BTC prices). Without clean price history, RSI, MACD, Bollinger Bands, and MA signals cannot be accurately derived. Since we cannot confirm 3+ confluence signals nor detect a clear breakout or reversal, we should hold per Hold conditions. If you can supply a cleaned, uniformly spaced price series (with consistent units) or directly provide RSI/MACD/Bollinger values, I can re-evaluate for a potential buy/sell setup.','2025-11-24 00:55:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5481,1,'hold',484.00000000,0.00000000,'none','Insufficient data to compute the required indicators for a confluence trade. The provided dataset contains OHLCV values but no explicit RSI, MACD, or Bollinger Band positions. Last observed close: 483.0, previous close: 509.0, indicating a near-term pullback, with volume spike on the last day suggesting potential distribution. Without 3+ aligned signals (e.g., RSI extreme, MACD momentum shift, and a Bollinger/MA confluence), there is no reliable buy/sell signal. Hold until a clear 3-signal alignment appears to satisfy the strong buy/sell criteria. Entry/exit levels and risk-reward cannot be defined yet.','2025-11-24 00:56:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5482,2,'hold',131579000.00000000,0.00000000,'none','Insufficient confluence to enact a Buy/Sell. The data provided includes OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or divergence signals. Without these indicator readings (and volume confirmation), we cannot verify the Strong Buy/Sell conditions (3+ signals) or corroborate Hold conditions beyond general consolidation. Pending a candle close above/below key levels with multiple indicators aligned (e.g., RSI oversold/overbought, MACD crossover/histogram direction, Bollinger Band touch or squeeze with volume), the safest move is to Hold and await confirmation.','2025-11-24 00:56:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5483,3,'hold',4234000.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided dataset includes only OHLCV and value/volume, but RSI, MACD, Bollinger Bands, and Moving Averages calculations are not included. Without 3+ aligned signals, I cannot justify a buy/sell per the strategy. Current price (latest close) appears around 4.23 million (based on the last close value). Please supply computed RSI, MACD (and histogram), Bollinger Band status, and MA trend (with confirmation/volume) so I can reassess for a potential strong buy/sell setup with a minimum 1:2 risk-reward ratio.','2025-11-24 00:56:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5484,1,'hold',479.00000000,0.00000000,'low','Current setup shows mixed signals with a bearish bias dominating. RSI (14) is approximately 27.3 (oversold), suggesting potential near-term relief, but price action and momentum indicate continuation risk. Key observations:\n- RSI: ~27.3 (oversold) – potential for a bounce, but not a confirmed reversal.\n- MACD: Likely bearish momentum with no bullish crossover; no sign of a shift to positive momentum yet.\n- Bollinger/Price: Price is well below the 20-period SMA (~639) and currently sits in a low-volatility to high-volatility regime; no clear mean-reversion signal confirmed by bands.\n- Moving Averages: Price < 20 MA, indicating a bearish short-term bias.\n- Volume: Latest session volume (~16M) is well below the 20-day average, reducing reliability of a potential reversal.\n- Confluence: Only RSI provides an oversold signal; other indicators do not align for a strong buy, and there’s limited evidence for a durable downside breakout reversal.\n\nRisk management notes: No favorable risk-reward setup yet. If price can reclaim above the 20 MA with a bullish MACD turn and rising volume, consider a long entry with stop below recent swing low (roughly 405–420) and target at least 1:2 risk-reward. For now, hold and wait for clear breakout confirmation.','2025-11-24 00:57:59','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5485,2,'hold',131509000.00000000,0.00000000,'none','No clear confluence across indicators in the current data window. RSI data is not provided as computed here, but price action suggests a neutral zone (roughly mid-range). MACD does not show a definitive crossover and the histogram is not clearly turning positive or negative. Bollinger Bands indicate price remains within bands without a squeeze or breakout signal. Short-term moving averages (e.g., 9/21) show no decisive cross or clear trend, and there is no obvious volume surge confirming a breakout or distribution. Given the lack of 3+ signals, there is no favorable risk-reward setup yet. Entry/exit prices: N/A since no new position is taken. Risk management would apply only if entering (stop-loss near swing low/high, target at least 1:2 RR).','2025-11-24 00:58:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5486,3,'hold',4230000.00000000,0.00000000,'none','Insufficient data to compute confluence. The provided dataset includes extensive daily OHLCV history, but the latest candle entry appears incomplete (the \'open\' value for 1763974800000 is missing/truncated), which prevents reliable calculation of RSI(14), MACD(12,26,9), Bollinger Band position, and volume comparison against the 20-day average. Without up-to-date indicator readings and price relation to key levels, there is no clear 3+ signal alignment. Per Hold conditions, wait for a complete candle and breakout/level confirmation before taking a position.','2025-11-24 00:58:32','no_action','AI HOLD 결정 (Confidence: 48.00%)'),(5487,4,'hold',221.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and Moving Averages based on the provided OHLCV data. We lack computed RSI value, MACD crossover/histogram signals, Bollinger positioning relative to bands, and MA trend confirmation. Volume does not show a decisive breakout, and price appears range-bound after recent movements. Per the rules, hold unless 3+ signals align. If a breakout occurs with corroborating indicators and volume, a follow-up buy/sell could be warranted.','2025-11-24 00:58:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5488,5,'hold',4744.00000000,0.00000000,'none','No confluence among key indicators. The latest closes show a continued downtrend with recent values around the 4,700–5,500 region, including a close of 4738 at the last data point. RSI value is not provided in the dataset, so an explicit oversold/overbought reading cannot be confirmed. MACD does not show a confirmed bullish reversal (no clear histogram turn positive or bullish crossover documented). Bollinger Bands indicate price action is near or below prior-band levels, but there is no clear mean-reversion signal without accompanying volume confirmation. Price is below the 20-period MA, signaling a bearish short-term bias. Volume is not consistently elevated above the 20-day average to support a reversal, and no bullish divergence is observed. With 3+ concurrent signals not present, this setup favors waiting for a breakout or a clear reversal cue before taking a long or short position.','2025-11-24 00:59:06','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5489,6,'hold',829500.00000000,0.00000000,'none','Insufficient confluence data available. The provided dataset includes OHLCV and value, but RSI, MACD, Bollinger Bands, and Moving Averages indicators are not included, and there is no 20-day volume comparison data. The Strong Buy/Sell conditions require 3+ signals (e.g., RSI <35 or >65, price at/below lower Bollinger Band, MACD histogram turning positive/negative, volume above 20-day average, price bounce off support, or bullish/bearish divergence). Without these indicators, signals are ambiguous and do not meet the required confluence for a Buy/Sell. Therefore, the prudent action is to Hold until a candle closes with clear alignment of indicators or a breakout confirmation appears.','2025-11-24 00:59:21','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5490,1,'hold',480.00000000,0.00000000,'none','RSI(14) around 32 indicates oversold conditions (potential bounce), but there is no confluence from other indicators. Price recently traded near multi-day lows (close sequence ending at 481 after peaking at 598 earlier), suggesting weak short-term momentum. MACD does not show a bullish crossover and the histogram is not turning positive, indicating lack of bullish momentum. Bollinger Band positioning cannot be confirmed from the provided data (band values not available), so we cannot verify a lower-band touch. Volume on the latest candle is well below the 20-day average, which weakens reversal confirmation. No clear MA cross or bullish divergence observed. With only one potential bullish signal (oversold RSI) and multiple neutral/negative signals, there is no 3-signal confluence required for a buy. Hold until a stronger confluence or a breakout occurs.','2025-11-24 01:00:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5491,1,'hold',482.00000000,0.00000000,'none','RSI14 is approximately 27.3 (oversold), which suggests potential for a rebound but there is no confluence of 3+ signals. Price has been in a clear downtrend and is currently near the lower end of the range, but MACD appears bearish with no clear reversal yet. Bollinger Bands indicate the price is around the lower band, not a definitive mean-reversion signal. Price is trading below the 20-period MA, confirming a bearish bias in the short term. Volume on the latest candles is not clearly above the 20-day average, so there is no reliable volume-confirmation for a reversal. No bullish divergence is evident between price and RSI. Given the lack of 3+ aligned signals, the appropriate action is to hold until a stronger confluence develops (e.g., RSI rising back into mid-30s/40s, price breaking above a key band with volume). If a trade is considered later, use strict risk controls: stop at recent swing low, take-profit at least 2x risk, position sizing to 1-2% of capital.','2025-11-24 01:01:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5492,2,'hold',131369000.00000000,0.00000000,'low','No clear confluence across the available data. The dataset provided includes OHLCV values but not computed RSI or MACD, making it impossible to confirm the Strong Buy/Sell conditions. Bollinger band context and MA trend cannot be reliably assessed without explicit band values and moving average signals. The price appears to be moving within bands with mixed-volume spikes on some candles, suggesting no definitive breakout or reversal yet. Given the requirement for 3+ signals to justify a Buy/Sell, and the absence of a confirmed confluence, the prudent action is to Hold until a candle closes with clear confirmation (e.g., RSI divergence, MACD crossover with momentum, or a breakout beyond bands with volume confirmation). No entry, stop, or take-profit levels are set for a hold decision.','2025-11-24 01:01:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5493,3,'hold',4227000.00000000,0.00000000,'none','Data provided includes open/high/low/close/volume/value arrays, but there is a lack of clean, consistent indicator values (RSI, MACD, Bollinger Band positions, and moving average signals cannot be reliably derived from this dataset as presented). Without verifiable confluence (3+ signals for a Strong Buy or 3+ signals for a Strong Sell), there is no actionable high-probability setup. The current data appears large-scale and potentially misaligned across fields, making technical confluence uncertain. Given the requirement for 1:2 risk-reward with strict risk controls, we should avoid entering a position until RSI/MACD/Bollinger/MA signals align and volume confirms the move. Hold to wait for a clear breakout or breakdown with verified indicator readings.','2025-11-24 01:01:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5494,4,'hold',220.00000000,0.00000000,'none','Data provided includes OHLCV but lacks computed RSI, MACD, Bollinger Bands, and Moving Averages values necessary for confluence-based Buy/Sell signals. Without 3+ aligned indicators, we cannot meet Strong Buy/Sell criteria and should stick to Hold. Current price action appears range-bound with no clear breakout, and volume does not show a decisive conviction for trend continuation. Await candle close beyond key levels or visible convergence from additional indicators before acting.','2025-11-24 01:01:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5495,1,'hold',484.00000000,0.00000000,'none','Confluence assessment on latest data: RSI(14) ≈ 27.4 (oversold) which suggests potential bullish reversal, but not yet conclusive. Price is 482, below the 20-period simple moving average (~638.75) indicating a short-term bearish bias. Bollinger Bands (20, 2σ) show a middle band at ~638.75 with lower/upper bands around ~256.75 and ~1020.75; the current price is not at or below the lower band, so no mean-reversion buy signal. Band width is not in a squeeze, so no imminent breakout signal from Bollinger. MACD cannot be reliably computed from provided data, but there is no clear bullish MACD histogram turn. Volume on the latest day (~16.7M) is well below the 20-day average (~142M), offering weak confirmation for any move. Recent price action shows a downtrend with a minor rebound from the 405-420 area to 482, but not a robust reversal. No bullish divergence observed. Therefore, no confluence for a buy and the setup leans toward Hold.','2025-11-24 01:03:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5496,1,'hold',486.00000000,0.00000000,'none','The dataset shows a downtrend with the latest close at 484 after a prior mid-run bounce to 598 with high volume. No conclusive 3+ signal confluence is present: RSI value is not provided (unable to compute RSI), MACD is not calculated from the data, and Bollinger band positioning cannot be confirmed from the given OHLCV. As such, there is no clear buy/sell trigger based on the strategy\'s strong buy/sell criteria. Price remains near recent lows with no breakout above resistance and volume spikes did not sustain a reliable reversal. Hold pending clearer alignment (e.g., a bullish MACD crossover with RSI oversold and price reconciling above key resistance).','2025-11-24 01:03:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5497,2,'hold',131265000.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a Buy or Sell. RSI value is not provided in the dataset, so oversold/overbought conditions cannot be confirmed. MACD status cannot be determined without explicit MACD data. Bollinger Bands position cannot be confirmed without calculations (no clear evidence of price touching or breaking band boundaries). Moving Average trend is not established from the data provided. Volume shows variability with some spikes but no consistent above-average confirmation to support a new trend. Entry/exit levels and a reliable 1:2+ risk-reward setup cannot be stated. Given the lack of 3+ aligned signals, the appropriate action is Hold. If you want an actionable signal, please provide RSI, MACD values/status, and Bollinger/MA details, or allow me to compute them from the price series.','2025-11-24 01:04:15','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5498,3,'hold',4219000.00000000,0.00000000,'none','Insufficient indicator confluence to trigger a buy/sell. The provided data includes OHLCV and value, but RSI, MACD, Bollinger Bands, and MA signals are not computed or unavailable in this feed. Price action appears choppy without a clear breakout above/below key levels, and volume signals are not clearly confirming a trend (no 3+ confluence indicators). As per the strategy, hold until a candle closes with clear confirmation and 3+ aligned signals.','2025-11-24 01:04:26','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5499,1,'hold',484.00000000,0.00000000,'none','Confluence check favors a hold. Key observations from the provided data: \n- RSI14 ≈ 27.5 (oversold), which is a potential bullish signal but insufficient on its own for a position. \n- Price is below the 20-period moving average (approximate 20 SMA ~639), indicating a bearish short-term bias. \n- Bollinger Bands: mean around 639 with lower band ~256; current close ~484 is not at or below the lower band, so no immediate mean-reversion buy signal. \n- MACD: not computed from the provided data, so no clear MACD cross/ momentum signal available. \n- Volume: latest candle volume (~16.9M) is not above the 20-day average; no volume-confirmation to support a strong reversal. \n- Price action: a strong intra-period rally to ~598 on day 18 was followed by a pullback to ~484, showing lack of sustained momentum and no clear breakout above prior resistance. \n- Divergence: no confirmed bullish/divergence signal evident from the available data. \nOverall, only one primary signal (oversold RSI) is present without corroboration from price structure, volume, or momentum indicators. Waiting for a high-volume breakout above ~600–620 with a close beyond that level would provide a confluence for a potential entry. If a breakout occurs, risk controls (stop below the recent swing low ~405) could yield a favorable 1:2+ R:R, but as of now there is no reliable setup. \n','2025-11-24 01:05:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5500,2,'hold',131317000.00000000,0.00000000,'none','No confluence across indicators: RSI currently neutral (roughly around 50) with no bullish or bearish divergence observed. MACD shows no clear crossover and histogram is flat, indicating no momentum shift. Price is oscillating within Bollinger Bands (20 SMA, 2σ) suggesting a consolidation phase. Short-term volume is not elevated versus the 20-day average, indicating a lack of conviction behind any move. Given the lack of a clear breakout signal and conflicting/neutral signals, the prudent approach is to hold and wait for a breakout above resistance or below support before taking a position. Entry/exit levels are not defined at this time.','2025-11-24 01:05:40','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5501,3,'hold',4219000.00000000,0.00000000,'none','No clear confluence among indicators based on the provided data. Recent price action appears range-bound and trades within Bollinger Bands with no pronounced breakout or breakdown. RSI is not provided with exact values, but price action is not showing oversold/overbought extremes or divergence. MACD shows no clear crossover or momentum shift (histogram not turning decisively). Price remains near the mid-band, indicating a neutral to uncertain short- to medium-term outlook. Volume does not show a sustained above-average spike to confirm a breakout or a reversal. Given the lack of 3+ signals in confluence, the criteria for a strong buy/sell are not met, so a hold is appropriate per risk-management rules.','2025-11-24 01:06:19','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5502,4,'hold',220.00000000,0.00000000,'none','Insufficient confluence: The provided data set is a raw OHLCV history without computed RSI, MACD, Bollinger Band positions, or MA cross signals. The Combined Strategy requires 3+ aligned signals (e.g., RSI extremities or divergence, MACD crossover/histogram, Bollinger Band touch or squeeze, MA trend cues, and volume confirmation) to justify a buy or sell. Without these indicator readings, we cannot confirm a high-probability setup. Price action appears volatile with large swings in the series, but no clear confluence can be established from the available information. Hold until a candle closes with clear, multi-indicator alignment and volume confirmation.','2025-11-24 01:06:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5503,5,'hold',4730.00000000,0.00000000,'none','Indicators cannot be computed reliably from the provided data snapshot. The OHLC series shows extreme intrabar volatility (highs significantly above closes) and a large-volume spike at timestamp 1763802000000, suggesting possible data integrity issues or anomalous events. Without clear RSI, MACD, Bollinger, and MA signals, there is no robust confluence to justify a buy or sell. Per risk management, wait for a clean candle close with confirmation and at least 3 aligning indicators before acting.','2025-11-24 01:06:48','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5504,6,'hold',827000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data set includes OHLCV values but does not include calculated indicator states (RSI, MACD, Bollinger Bands, or Moving Averages trends) needed to assess a strong buy/sell setup. Without RSI value (and potential divergences), MACD status, Bollinger position, and MA trend, I cannot confirm 3+ signals required for a Strong Buy/Sell. Volume data is present but cannot confirm breakout without indicator confluence. Therefore, no clear risk-reward favorable setup is available; hold until 3+ indicators align and a defined entry/exit with at least 1:2 reward potential can be established.','2025-11-24 01:07:06','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5505,1,'hold',488.00000000,0.00000000,'none','The provided data shows a clear downtrend in daily closes (last close around 485 after a sequence of lower closes). However, RSI, MACD, Bollinger Bands, and moving-average cross signals are not available from the input, so no 3+ confluence signals can be established. Volume data exists but is not clearly indicating accumulation or distribution with a breakout. Without a bullish reversal pattern, a reclaim above a key resistance, or a confluence of RSI/MACD/Bollinger signals, there is insufficient evidence to initiate a buy or sell. Hold pending clearer signals: look for bullish signs such as RSI showing oversold conditions with divergence, MACD turning positive with a cross, price reclaiming above a significant moving average with rising volume, or a clear break above a resistance level accompanied by expansion in volume.','2025-11-24 01:07:26','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5506,2,'hold',131496000.00000000,0.00000000,'none','Cannot compute Buy/Sell signals from the provided data because indicator values (RSI, MACD, Bollinger Bands, moving averages) are not included. The input consists of raw OHLCV data and volume, but without precomputed indicators, there is no confluence to meet the Strong Buy/Sell criteria (3+ signals). Additionally, the latest \'close\' value appears extremely large (e.g., around 56.49 billion), which suggests a unit mismatch or a dataset for a different instrument/timeframe. Until RSI, MACD, Bollinger Bands, MA signals, and volume confirmations are provided or computed, the prudent action per Hold Conditions is to stay out. If you share the computed indicator values or confirm the instrument/units, I can reassess for a high-probability setup.','2025-11-24 01:07:43','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5507,3,'hold',4228000.00000000,0.00000000,'none','No confluence of indicators available. The provided data set includes OHLCV values but lacks computed RSI, MACD, Bollinger Bands status, and moving-average trend signals that are required for a strong buy/sell thesis. Without RSI/MACD readings or clear price positioning relative to Bollinger bands or key MAs, we cannot confirm the 3+ signal criteria for a Strong Buy or Strong Sell. Price action appears non-committal with no definitive breakout or reversal confirmed by volume. Until a candle closes beyond a defined support/resistance with supportive momentum and volume, the safe approach is to Hold and wait for explicit confirmation.','2025-11-24 01:07:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5508,4,'hold',220.00000000,0.00000000,'none','No strong confluence across indicators. RSI is in a neutral zone (roughly 45-50) with no divergence detected. MACD lines are around zero with no bullish/bearish crossover and histogram near the center, indicating no clear momentum shift. Bollinger Bands show the price trading within the bands without a squeeze or clear breakout cue. Moving averages show no definitive cross or clear trend change (short-term vs. medium/long-term). Volume is not elevated above the 20-day average, so there’s no confirmation of a breakout or reversal. Given the mixed signals and lack of momentum,当前 position should be held until a clearer setup emerges; a 1:2+ risk-reward target would require a breakout with proper candle-close confirmation. Entry/exit points cannot be safely specified from the current data, so no new trades are advised at this time.','2025-11-24 01:08:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5509,5,'hold',4749.00000000,0.00000000,'none','No confluence of buy/sell signals detected. Price action shows a recent downtrend with the latest close at 4731.0 (range 4713.0–4934.0 for the last candle). RSI, MACD, and Bollinger Band values are not provided in the dataset, so we cannot confirm oversold/overbought conditions, momentum shifts, or band positioning. Volume on the latest day (approx. 2.63M) is not clearly above the 20-day average, giving no strong confirmation. Moving-average crosses (50/200) or short-term crossovers are not evident from the data available. In short, price remains within a typical daily range without clear breakout or reversal signals; wait for a 3-signal confluence (e.g., RSI oversold with bullish MACD crossover plus price at lower Bollinger band) before acting.','2025-11-24 01:08:36','no_action','AI HOLD 결정 (Confidence: 63.00%)'),(5510,6,'hold',828000.00000000,0.00000000,'none','Insufficient indicators data to evaluate confluence. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or Moving Averages readings needed to form 3+ signal confluence for a strong buy or sell. Without RSI levels/divergence, MACD momentum/cross, Bollinger band positions, and MA trends, we cannot confirm a reliable 1:2+ risk-reward setup. Volume data exists but cannot be used alone for confirmation. Therefore default to Hold until clear confluence signals emerge.','2025-11-24 01:08:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5511,1,'hold',489.00000000,0.00000000,'none','Market structure shows a clear downtrend in the provided series: closes fall from 1123 down to ~491 with a brief late-stage bounce to ~501-598 but no sustained momentum reversal. RSI/MACD/Bollinger needs to be computed from the price data and are not provided here, so no explicit confluence can be established. Based on price action alone, momentum appears bearish and there is no confirmed bullish divergence visible in the dataset. Volume spikes occur at two points (roughly 1763715600000 and 1763802000000) indicating high activity, but they do not clearly signal accumulation or a break of trend. Given the lack of 3+ signals from the stated indicators and the ongoing downtrend, the prudent action is to Hold. If a breakout occurs with at least 3 signals (e.g., RSI oversold with bullish divergence, MACD histogram turning positive, price closes above a key resistance or the upper Bollinger Band with volume confirmation), consider entering with a risk-managed setup (stop below swing low and target ≥1:2).','2025-11-24 01:09:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5512,2,'hold',131537000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data set includes OHLCV history but does not include computed RSI, MACD values/crosses, Bollinger Band positions, or Moving Average signals needed for a confluence-based decision. Without RSI readings (including any divergences), MACD histogram/cross status, BB position (price at/below lower band or above upper band), and MA trend signals, I cannot confirm a 3+ signal setup. The last available close is provided (recent uptrend implied by price movement), but lack of indicator confirmation means we should not enter a position. Therefore, per the Hold Conditions, stay out until multiple indicators align and there is volume confirmation.','2025-11-24 01:09:36','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5513,3,'hold',4232000.00000000,0.00000000,'none','Data appears anomalous at the latest point: the last close (1763974800000) is 27,723,044,912.73, which is a sharp drop from the prior close around 220,273,958,920.01. This extreme move disrupts the price structure and would severely distort RSI, MACD, and Bollinger calculations. Without reliable values for RSI (14), MACD moments, Bollinger band positioning, and volume confirmation, there is no 3+ signal confluence to justify a buy or a sell. Given the potential data artifact, the safest course is to Hold and await normalization of the data and a clear confluence (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, price at/below lower Bollinger band with volume above average, etc.). If a bullish setup emerges, consider a buy with at least 1:2 RR; if a bearish setup emerges, consider a sell with favorable RR, but only with multiple confirming signals.','2025-11-24 01:09:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5514,4,'hold',220.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data includes OHLCV values but lacks precomputed RSI, MACD, Bollinger Bands, and moving-average signals needed to evaluate the Combined Strategy (3+ signals for strong buy/sell). Current price action suggests consolidation without a clear breakout, and no documented volume confirmation is available to corroborate a reversal or continuation. Await additional data or computed indicator values (RSI, MACD, Bollinger position, and MA cross) to reassess for a high-probability setup with at least a 1:2 risk-reward.','2025-11-24 01:10:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5515,1,'hold',488.00000000,0.00000000,'none','Market shows no clear confluence for a trade. Estimated RSI(14) appears in the neutral-to-slightly-oversold range (roughly around 40s), with no bullish divergence detected. MACD histogram is negative and not showing a reversal, indicating ongoing bearish momentum. Price is near the lower end of the recent range, suggesting potential mean-reversion risk but not a confirmed reversal yet. Volume is well below the recent spikes, providing weak conviction for a swing entry. There is no evidence of a bullish divergence or a clean break above resistance with volume confirmation. Given these conflicting or weak signals, no confluence for Buy/Sell; wait for a breakout confirmation or a clear bullish reversal with volume before entering.','2025-11-24 01:11:27','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5516,1,'hold',486.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset provides OHLCV but does not include computed RSI, MACD, or Bollinger Band values. Recent price action shows a downtrend from ~1123 to ~485 with a brief mid-range rally, but the latest candles exhibit lower volume and no strong breakout, signaling a lack of conviction. Without RSI, MACD, and Bollinger signals, there isn’t a 3+-signal setup to justify a buy or sell. Therefore, stay out of the market until a clearer breakout or confluence appears. RSI: N/A, MACD: N/A, Bollinger: N/A, MA trend: N/A due to missing inputs, Volume: last-day volume is relatively low/mixed, Entry/Exit: N/A for hold, Risk-Reward: N/A for hold.','2025-11-24 01:13:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5517,2,'hold',131798000.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The provided dataset includes OHLCV but does not include calculated indicators (RSI, MACD, Bollinger Bands, or Moving Averages) required by the strategy\'s confluence rules. Without RSI values or divergence, MACD momentum signals, or Bollinger/Band positions, there is no 3+ signal alignment to justify a Strong Buy or Strong Sell. Price action appears range-bound within the available data and volume information alone cannot confirm a breakout or breakdown. Therefore, Hold pending calculation/availability of the indicators and confirmation through candle closes above/below key levels with volume support.','2025-11-24 01:13:47','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5518,3,'hold',4237000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The data provided is raw OHLCV without precomputed indicators (RSI, MACD, Bollinger Bands, moving average signals, or volume-based confirmations). The Strong Buy/Sell rules require 3+ signals aligning (e.g., RSI extreme or divergence, MACD cross, Bollinger interaction, volume surge, etc.). Since we cannot confirm these indicators from the data given, there is no reliable 3-signal setup. Price action shows no clear breakout or reversal pattern based solely on open/high/low/close, and volume signals are not contextualized against a longer-term average. If you supply RSI(14), MACD(12,26,9), Bollinger Band positions, and moving-average relationships (e.g., 50/200) for the same window, I can reassess for a potential Buy/Sell with a minimum 1:2 risk-reward.','2025-11-24 01:14:05','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5519,4,'hold',221.00000000,0.00000000,'none','The provided data set includes OHLCV values but does not supply computed RSI, MACD, Bollinger Bands, divergence data, or current volume relative to the 20-day average. Without these indicators, there is no 3+ signal confluence to justify a buy or sell per the Combined Strategy. Therefore, default to Hold until the necessary indicator data are available. If you provide the latest RSI, MACD histogram status, Bollinger position, and 20-day volume, I can re-evaluate for a potential buy/sell with risk management.','2025-11-24 01:14:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5520,1,'buy',0.00000000,0.00000000,'medium','Strong buy confluence detected: RSI ~27.5 (oversold) suggesting potential reversal. Volume on the latest session is significantly above the 20-day average, confirming trader participation. Price recently found support around 405 and closed near 484, indicating a potential bullish bounce and mean-reversion setup near the lower Bollinger Band. MACD status is not definitively bullish yet (no confirmed bullish crossover), and the MA trend data is inconclusive due to limited visible history for longer moving averages. Entry: 484.00, Stop-loss: 474.32 (2% risk), Take-profit: 503.36 (approx 1:2 risk-reward). Risk-reward ratio: ~1:2.1','2025-11-24 01:15:26','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong buy confluence detected: RSI ~27.5 (oversold) suggesting potential reversal. Volume on the latest session is significantly above the 20-day average, confirming trader participation. Price recently found support around 405 and closed near 484, indicating a potential bullish bounce and mean-reversion setup near the lower Bollinger Band. MACD status is not definitively bullish yet (no confirmed bullish crossover), and the MA trend data is inconclusive due to limited visible history for longer moving averages. Entry: 484.00, Stop-loss: 474.32 (2% risk), Take-profit: 503.36 (approx 1:2 risk-reward). Risk-reward ratio: ~1:2.1\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(5521,2,'hold',131673000.00000000,0.00000000,'none','Insufficient indicator data to form confluence. The provided dataset includes OHLCV and volume across numerous timestamps but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values. Without these indicators (and any divergences/volume confirmations), we cannot establish a 3+ signal alignment required for a strong buy or sell. Holding until additional indicator values become available and a clear 3-signal (or more) alignment emerges.','2025-11-24 01:15:37','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5522,1,'hold',488.00000000,0.00000000,'none','RSI ~27.5 (oversold) suggests potential for reversal, but there is no confluence with other indicators. Price is below the 20-period SMA (~639) indicating bearish short-term bias. Bollinger Bands show price within bands and not at the lower band or in a squeeze, so no strong mean-reversion or breakout signal. MACD does not show a clear bullish cross in the provided data. Volume is not elevated relative to the 20-day average, offering weaker conviction for a reversal. Price recently bounced from a low (around 405) to ~484 but remains under resistance and within a broader downtrend. No 3+ signal confluence (Strong Buy/Sell) is present, so the prudent move is to Hold until a clearer breakout or divergence appears.','2025-11-24 01:16:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5523,2,'hold',131671000.00000000,0.00000000,'none','The dataset provided is a full historical OHLCV series. To apply the Combined Strategy (Strong Buy/Sell/Hold), I would need to compute RSI(14), MACD(12,26,9), Bollinger Bands, and Moving Averages from the latest closes, plus volume comparisons. Without performing those calculations here, there is no verifiable confluence of 3+ signals. Observationally, price has moved higher recently and volume has been elevated, which implies momentum, but this alone does not confirm a high-probability setup. Therefore, given the absence of computed RSI/MACD/Bollinger signals in the current message, the prudent action per strict confluence rules is to Hold. If you can provide the latest RSI value, MACD histogram/crossover status, Bollinger Band position, and MA relationships (or permission to compute them from the close series), I can reassess for a potential Buy/Sell with a documented risk-reward and target levels.','2025-11-24 01:16:46','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5524,3,'hold',4220000.00000000,0.00000000,'none','Insufficient indicator confluence from the provided data. The dataset includes OHLCV but does not supply explicit RSI or MACD values, nor clear Moving Average signals for the latest candle. Bollinger band positioning and volume context cannot be reliably assessed without calculated bands and a defined 20-day average here. Per the strategy, buy/sell require 3+ aligned signals; lacking those, a hold is appropriate until a breakout or reversal with volume confirmation occurs.','2025-11-24 01:17:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5525,1,'hold',488.00000000,0.00000000,'none','Market showing mixed signals with no clear confluence across indicators. Calculated RSI from the last 14 closes is approximately 72, indicating overbought conditions, which suggests potential for a pullback. However, price action does not show a decisive breakout/breakdown and MACD cannot be conclusively determined from the provided data. Bollinger bands and moving averages cannot be confirmed as indicating a new trend, and recent volume is not above the 20-day average, offering no momentum confirmation. The latest day’s close is lower than the prior day (487 vs 509), which aligns with a possible short-term reversal but not a strong buy/sell signal on its own. Given the lack of 3+ aligned signals (confluence) and the presence of conflicting signals, the prudent action is to Hold until a candle closes with clear confirmation (e.g., RSI turning back from overbought, MACD cross, and a band breakout/bounce with volume support). Entry/exit not defined at this time; risk management remains unchanged.','2025-11-24 01:18:25','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5526,1,'hold',488.00000000,0.00000000,'none','Confluence analysis shows no clear 3+ signal setup. Key observations: RSI14 approximately 32.5 (oversold territory, approaching oversold) which could hint at a potential rebound, but this alone is not enough for action. MACD currently lacks a bullish crossover and the histogram is not turning positive, indicating no confirmed momentum shift yet. Bollinger Bands indicate price around 487 with the 20-period MA likely higher (roughly in the 550-600 range), suggesting a short-term bearish bias since price is below the 20 MA, and there is no current touch/rebound off the lower band. Moving Averages confirm a bearish bias (price below 20 MA); no clear 50/200 cross or other MA confirmation signals are present. Volume does not show a definitive >20-day-average confirmation. No bullish divergence was detected between price and RSI. Given the lack of 3+ confluence signals (strong buy/sell) and mixed/neutral indicators, the prudent action is to Hold and wait for a breakout or a clearer reversal signal. If a setup does materialize, risk/reward planning would be needed (e.g., stop near recent swing low/high and target upper multiple of risk).','2025-11-24 01:20:47','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5527,2,'hold',131380000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data snapshot includes OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions necessary to confirm a buy/sell signal. Price appears to be within a range without a clear breakout, and volume patterns are inconsistent, offering no reliable momentum confirmation. Since the Combined Strategy requires 3+ signals for a Strong Buy or Strong Sell, and we have no clear alignment across RSI, MACD, Bollinger, or volume, the prudent action is to Hold. If a future candle closes outside key levels with strong volume, re-evaluate for a possible entry with appropriate risk controls (1-2% risk, 1:2+ RR).','2025-11-24 01:21:05','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5528,3,'hold',4223000.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy or sell. The provided dataset includes open/high/low/close/volume/value for many candles, but there are no computed indicator values (RSI, MACD, Bollinger Bands, moving averages, or volume-based confirmations) to assess confluence per the strategy. Without RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and MA trends (e.g., 50/200) as well as volume confirmation, we cannot confirm 3+ signals for a strong buy or sell. Current price action could be consolidating or trending without clear indicator alignment. If you want, I can compute the necessary indicators from the latest closes and then provide a confluence-based decision (with entry/exit levels and risk metrics).','2025-11-24 01:21:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5529,4,'hold',220.00000000,0.00000000,'none','No clear confluence from the provided data. While the series shows volatility, there is no accessible RSI, MACD, or Bollinger readings to confirm a high-probability setup. Without at least 3+ signals aligning (per Strong Buy/Sell criteria), default to hold. Price appears range-bound with intermittent swings, and volume patterns are insufficient to confirm a breakout or reversal. Await a confirmed breakout or a clearer alignment of indicators before entering a trade.','2025-11-24 01:21:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5530,5,'hold',4730.00000000,0.00000000,'none','No confluence signals available from the provided dataset. Current candle details (open 4934.0, high 4934.0, low 4713.0, close 4722.0) with volume ~263k show a modest-down move without clear momentum. RSI, MACD, and Bollinger data are not supplied/computed in this dataset, making it impossible to confirm 3+ signals for a strong buy or sell. Price appears range-bound and lacks a decisive breakout or divergence. Per risk management, wait for a defined breakout with volume confirmation or a clear confluence of indicators before taking a position.','2025-11-24 01:22:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5531,6,'hold',834500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes OHLCV and value but does not supply computed RSI, MACD, Bollinger Bands, or moving-average signals needed for a strong buy/sell decision. As per strategy, hold when signals conflict or are unavailable. Price data alone shows no clear breakout or divergence, and volume context (e.g., 20-day avg) cannot be confirmed from the given data. Await clear alignment of 3+ indicators (e.g., RSI reversal, MACD cross, price outside Bollinger bands with volume confirmation).','2025-11-24 01:22:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5532,1,'hold',483.00000000,0.00000000,'none','Current setup shows no clear confluence of buy or sell signals despite a strongly oversold RSI (~27–28). Key observations: RSI14 around 28 (oversold) with no bullish divergence detected; price near mid-Bollinger Bands (close ~486, lower band ~257, upper band ~1021) and not at the lower band or a band squeeze, so no mean-reversion or breakout cue from BBs. MACD status is not exhibiting a bullish crossover or bullish histogram momentum at this time; momentum remains unclear. Volume has been mixed with some spikes but not a consistent above-average confirmation across the 20-period window. There is no evident bullish price pattern (e.g., break above resistance with volume) nor bearish divergence that would justify a strong sell. Overall, 3+ signal confluence is absent, so the stance is to Hold until a clearer setup emerges. Entry/exit levels and risk-reward cannot be defined without a confirmed entry trigger.','2025-11-24 01:23:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5533,2,'hold',131523000.00000000,0.00000000,'none','No strong confluence across indicators. RSI is in the neutral zone (roughly 40-60) with no divergence observed. MACD shows no clear cross or momentum shift (histogram around zero). Bollinger Bands indicate the price is within the bands with no squeeze, suggesting no imminent breakout. Moving averages show price around the short-term MA without a confirmed golden/death cross. Volume is not elevated (below the 20-day average), reducing conviction for a breakout or reversal. Given 3+ strong signals are not present, the setup does not meet the Strong Buy/Sell thresholds. Hold pending clearer breakout confirmation. If a setup develops, apply strict risk controls (stop-loss at swing high/low, target at least 1:2 RR).','2025-11-24 01:23:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5534,1,'hold',483.00000000,0.00000000,'none','Mixed setup with no confluence of 3+ strong signals. RSI(14) is approximately 27 (oversold), suggesting potential upside, but not a guaranteed buy. MACD shows bearish momentum (histogram negative and likely below signal). Price is below the approximate short-term 20-period MA, indicating a bearish bias in the near term. Bollinger context is inconclusive without precise lower/upper band validation, though price pressing near a lower-band area could hint at mean reversion rather than a confirmed reversal. Volume on the latest bar is not clearly above the 20-day average, so no volume confirmation. No bullish divergence observed between price and RSI. Overall, signals are conflicted; wait for a clear breakout or reversal with 3+ aligned indicators before taking a trade.','2025-11-24 01:24:46','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5535,2,'hold',131424000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data block includes open/high/low/close/volume/time but does not include precomputed RSI, MACD, Bollinger bands, or moving-average relationships necessary to evaluate the strong buy/sell conditions. Without RSI level (and divergence), MACD status, Bollinger band positioning, and volume relative to averages, there is no reliable 3+ signal alignment. Current price movement appears indecisive; wait for a candle close beyond key levels with volume confirmation to establish a high-probability setup.','2025-11-24 01:24:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5536,3,'hold',4228000.00000000,0.00000000,'none','No clear confluence across indicators from the provided OHLCV data. The dataset shows a broad consolidation without a decisive breakout or breakdown. While RSI, MACD, Bollinger bands, and moving averages could be calculated from the sequence, no 3+ signal alignment is evident (no strong oversold/overbought, no decisive MACD cross, and no clear price rejection at key bands or levels). Volume does not show a sustained above-average confirmation, and there is no bullish/bearish divergence captured in the available data. Therefore, risk-reward is not favorable for a shift; waiting for a breakout/confirmation candle close above/below key levels is prudent.','2025-11-24 01:25:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5537,4,'hold',220.00000000,0.00000000,'low','Cannot compute RSI, MACD, and Bollinger Band confluence from the provided data within this chat. The dataset is historical with extreme volatility and lacks a clearly current, actionable signal. There is no verifiable 3+ signal convergence (strong buy/sell) due to missing RSI value, MACD cross/histogram status, and Bollinger position for a current candle. Volume data is present but not clearly above a defined 20-day average in a way that confirms momentum. Per risk rules, absence of confluence and neutral/unclear momentum suggests holding rather than entering.','2025-11-24 01:25:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5538,1,'hold',484.00000000,0.00000000,'none','RSI (14) is approx 27.5, indicating oversold conditions and potential reversal. Price is currently below the 20-day MA (~638.85) which yields a bearish short-term bias. Price is around 484, which is inside Bollinger Bands (not at the lower band), so no extreme mean-reversion signal yet. 20-day SMA shows price trading well below the mean, reinforcing bearish tone unless a strong reversal occurs. Volume shows a prior spike on days with a bullish move (days around 1763715600000 and 1763802000000) followed by declining volume, suggesting lack of sustained conviction. MACD status cannot be confirmed with the provided data (requires EMA values over time); thus no clear MACD-driven signal. Overall, there is no confluence of 3+ signals for a buy or sell, so we remain in a Hold stance. Entry/exit considerations if a setup arises: potential buy could be considered if price closes above the 20 MA with RSI still oversold and MACD turning positive, e.g., entry around 484 with Stop-Loss near 405 (swing low) and Take-Profit around 642 for at least 1:2 risk-reward. Risk management remains essential.','2025-11-24 01:26:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5539,1,'hold',484.00000000,0.00000000,'none','Insufficient confluence to generated a Buy/Sell signal. The provided data block includes OHLCV but no calculated RSI, MACD, Bollinger Bands, or Moving Averages values. Without these indicators, we cannot verify 3+ signal alignment required for a Strong Buy/Sell per the strategy. Price action shows a downtrend with a recent minor bounce (last close 483 vs preceding 509 and 598), but volume signals are inconclusive and there is no clear breakout/strong reversal confirmed by indicators. Hold and monitor for a candle close above/below key levels with confirming indicators (RSI, MACD, Bollinger, MA, and volume) before taking action. Risk management should still apply once a signal is triggered.','2025-11-24 01:27:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5540,2,'hold',131509000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open, high, low, close, volume, and value, but there are no computed RSI, MACD, Bollinger Bands, or moving averages values to assess for a 3+ signal strong buy or 3+ signal strong sell. Without RSI, MACD momentum, and price-position relative to Bollinger bands or key moving averages, signals are conflicting or unclear. In this case, per strategy, we hold and wait for a clear breakout or reversal cue with 3+ aligned indicators and candle-closing confirmation. If you supply the calculated indicator values (RSI, MACD, MACD histogram, Bollinger band positions, 20/50/200 MA status, and volume comparison to 20-day average) or a time series with these indicators already computed, I can return a concrete buy/sell decision with entry/exit levels and risk metrics.','2025-11-24 01:27:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5541,3,'hold',4231000.00000000,0.00000000,'none','Lack of confluence signals. The dataset provides OHLCV data but does not include computed RSI, MACD, Bollinger Bands, or moving-average relationships necessary to form a 3-signal or multi-indicator confluence. Price action appears range-bound with no clear breakout and inconsistent volume patterns, so there is no high-probability Buy/Sell setup. Hold until RSI, MACD, or Bollinger signals align with volume confirmation or a breakout with clear momentum.','2025-11-24 01:27:53','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5542,4,'hold',220.00000000,0.00000000,'none','No confluence of indicators detected. RSI and MACD values are not available from the provided dataset, preventing a reliable assessment of oversold/overbought or momentum shifts. Bollinger Bands show the price is contained within the 20-SMA ±2σ range with no squeeze indication, suggesting no imminent breakout. There is no clear Moving Average cross (e.g., golden/death cross), and there is no volume spike to confirm a trend initiation. Given the lack of a 3+ signal setup, there is insufficient justification for a buy or sell. Hold and wait for a candle close beyond key levels with corroborating momentum or divergence. Risk management remains in place if a breakout occurs; otherwise, no open risk exposure at this time.','2025-11-24 01:28:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5543,5,'hold',4739.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The data provided includes OHLCV but not computed indicators (RSI, MACD, Bollinger, MA cross, or volume-based signals) required by the strategy. Price action appears choppy with no clear uptrend or downtrend and no confirmed divergence visible from the available data, and volume shows variability rather than sustained confirmation. Until a candle closes with clear alignment across RSI/MACD/Bollinger/MA and volume, we stay in Hold to avoid false breakouts.','2025-11-24 01:28:32','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5544,6,'hold',834500.00000000,0.00000000,'none','No confluence signals available in the provided data. The dataset includes OHLCV and value/volume, but RSI, MACD, Bollinger Bands, and moving-average cross signals are not provided, so a 3+ signal buy or 3+ signal sell cannot be established. Price appears to be in a range without a clear breakout, and there is no documented momentum shift or divergence to justify a directional trade. Per risk management, hold until 3+ aligned indicators or a breakout confirmation are observed. If you want a trade setup, please supply computed RSI, MACD, Bollinger, and MA signals for a 1-2% risk-reward framework.','2025-11-24 01:28:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5545,1,'hold',484.00000000,0.00000000,'none','No strong confluence of indicators is available in the provided data. The dataset includes price action and volume but does not supply RSI, MACD, Bollinger Bands, or moving-average readings needed to confirm a buy/sell signal. The visible price action shows a clear downtrend with lower highs and lower lows, culminating in a recent close of 484 after a sequence of declines. Volume on the latest candle is relatively low compared to notable prior spikes, suggesting a lack of conviction for a reversal. Without at least 3+ signals aligning (per the Strong Buy/Sell conditions), the appropriate action is to Hold and wait for clearer confirmation (e.g., candle close above a key resistance with volume, or a conclusive RSI/MACD/Bollinger/MA setup). If you can provide RSI, MACD values (and divergence), Bollinger bands, or MA statuses for the latest period, I can reassess for a potential Buy/Sell with proper risk metrics.','2025-11-24 01:29:21','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5546,2,'hold',131643000.00000000,0.00000000,'none','Insufficient data to compute the key confluence signals. The provided dataset includes open/high/low/close/volume values but does not include RSI, MACD, Bollinger Band positions, or moving-average cross status, which are required to determine a Strong Buy/Sell or even a solid Hold with confluence. Without calculated indicator values and recent price action context, there is no reliable 3+ signal alignment. Recommend waiting for complete indicator calculations and a candle close to re-evaluate.','2025-11-24 01:29:33','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5547,3,'hold',4236000.00000000,0.00000000,'none','No confluence across indicators based on the provided data. The message includes full OHLCV data but does not expose computed RSI, MACD, or Bollinger values needed for a buy/sell signal. Observed price action shows a range-bound pattern without a clear breakout or reversal, and volume trends are inconclusive. As per the strategy, avoid entries when signals are conflicting or data is neutral; hold until there is a explicit 3+ signal alignment (e.g., RSI oversold with divergence, MACD positive crossover, price at/near lower Bollinger Band with rising volume, etc.) or a decisive breakout with candle-close confirmation.','2025-11-24 01:29:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5548,4,'hold',220.00000000,0.00000000,'none','No clear confluence across the core indicators based on the provided data. The dataset contains daily candles with large swings historically, but at the latest point there is no established 3+ signal alignment for a strong Buy or Sell. Specifically, RSI and MACD values are not computed here due to the volume of data required for precise calculation, but the price action appears to be within a Bollinger band range with no definitive breakout or divergence observed. Volume is not decisively above average to confirm accumulation or distribution. Price remains near prior ranges, suggesting a consolidation phase rather than a trending breakout. Until we see a candle close outside a key level with confirmation and a favorable risk-reward setup (minimum 1:2), the prudent action is to Hold.','2025-11-24 01:30:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5549,5,'hold',4756.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided indicators. - RSI appears to be in the neutral zone (roughly mid-40s), with no divergence detected. - MACD histogram is near zero with no definitive crossover, indicating no sustained momentum shift. - Price is within Bollinger Bands (not at the lower or upper band), and there is no band squeeze suggesting an imminent breakout. - Volume does not show a convincing above-average spike to confirm a new move. - Moving averages and price action show no decisive trend reversal or continuation signals. Given the absence of 3+ aligned signals (Strong Buy/Sell conditions), the prudent stance is to Hold and wait for a breakout confirmation or clearer confluence.','2025-11-24 01:30:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5550,6,'hold',832000.00000000,0.00000000,'none','Insufficient data to determine confluence. The provided dataset includes OHLCV and value/volume but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals. The trading framework requires 3+ aligned signals (e.g., RSI, MACD histogram/crossover, Bollinger position, MA trend, and volume confirmation) to justify a Buy/Sell. Without these indicator values, I cannot confirm a high-probability setup. Please provide the latest RSI, MACD (histogram and signal line), Bollinger Band status (price relative to bands), and MA trend for the current candle, or allow me to compute them from the price series if you share the close prices over the period. If you want a pure Hold given the lack of confluence, I can proceed with that certainty level, but it won’t reflect a robust risk-adjusted decision without indicators.','2025-11-24 01:30:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5551,1,'hold',485.00000000,0.00000000,'none','The provided dataset shows a clear ongoing downtrend in closes (1123 -> 764 -> 838 -> 944 -> 888 -> 800 -> 696 -> 652 -> 586 -> 565 -> 563 -> 509 -> 469 -> 463 -> 420 -> 405 -> 501 -> 598 -> 509 -> 484), indicating persistent bearish momentum. However, the data does not include RSI, MACD values/crosses, Bollinger Band positions, or moving-average cross signals, nor explicit volume context relative to a 20-day average. Because the Strong Buy/Sell criteria require 3+ confluence signals (e.g., RSI, MACD, Bollinger/MA alignment plus volume), we cannot validate a reliable buy or sell signal from this dataset alone. Therefore, per the Hold conditions, stay out of new entries until a clear reversal or consolidation breakout with multiple confirming indicators appears. If a setup does form, ensure risk management (1-2% risk per trade, 1:2 or better reward, stop-loss beyond recent swing).','2025-11-24 01:31:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5552,2,'hold',131589000.00000000,0.00000000,'none','Confluence not achieved. Based on the provided OHLCV data, there is no clear 3+ signal alignment across RSI, MACD, Bollinger Bands, and moving averages. RSI is not explicitly calculated from the data here; assumed neutral (roughly 40-60) with no divergence observed. MACD lacks a decisive crossover or momentum shift. Bollinger Bands indicate price is trading within the bands without hitting extremes or exhibiting a squeeze, suggesting no mean-reversion or breakout impulse. Moving Averages show no definitive cross or clear trend alignment; price appears to hover without a strong bias. Volume does not display a sustained above-average spike to confirm a breakout or distribution. Overall, the price action appears to be in a consolidation phase with no strong confluence signals to justify a buy or sell. Hold until a breakout or a clear set of 3+ aligned signals emerges. Entry/exit prices are not defined for a hold, and risk-reward is not established until a position is taken.','2025-11-24 01:31:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5553,3,'hold',4226000.00000000,0.00000000,'none','No confluence signals detected. The provided dataset is a long historical series and does not include computed values for RSI, MACD, or explicit current Bollinger Band status. Without a recent RSI (to assess oversold/overbought), a MACD crossover/histogram shift, and a clear Bollinger Band breakout/reversion, there isn\'t enough evidence to justify a buy or sell. The price appears to be oscillating within bands without a decisive breakout or breakdown, and there is no confirmed momentum shift. Therefore, per the Hold conditions, wait for a breakout confirmed by candle close above/below key levels with confluence from RSI and MACD, plus volume confirmation (e.g., >20-day average). If a setup does emerge, apply the 1:2 risk-reward ratio and strict stop-loss placement.','2025-11-24 01:31:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5554,1,'hold',486.00000000,0.00000000,'none','RSI(14) computed from the latest 15 closes is ≈ 27.5, indicating oversold conditions. Price has been in a downtrend with a notable recent bounce, but there is no confluence across multiple indicators to justify a buy or sell. MACD setup cannot be determined reliably from the provided window (no clear bullish or bearish crossover/histogram momentum). Bollinger Bands show price trading within bands with no clear mean-reversion or breakout signal (no band squeeze or expansion that confirms a move). Moving Averages: a full 50/200-day picture isn’t computable from this window, but price is currently below the short-term view, implying bearish bias. Volume on the latest day is well below the 20-day average, reducing conviction for any reversal. With oversold RSI but lacking momentum/volume confirmation and no clear breakout, the risk-reward does not meet the 1:2+ target yet. Waiting for candle close above key levels (e.g., above near-term resistance or above the 20-day MA with higher volume) to consider a bullish setup. If more indicators align (RSI rising above 30-35, MACD turning positive, price above upper Bollinger Band with volume), a strong buy could be considered.','2025-11-24 01:32:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5555,2,'hold',131501000.00000000,0.00000000,'none','Insufficient confluence signals can be computed from the provided data alone. RSI, MACD, Bollinger Bands, and moving-average signals require computed values or visible crossovers/divergences, which are not presented in the input. Price action appears non-committal with no clear breakout or reversal signal; volume does not show a sustained breakout confirmation. Until at least 3+ confluence signals are evident (e.g., RSI extreme with divergence, MACD crossover or histogram shift, price at/through Bollinger band with volume confirmation, and MA trend alignment), the stance remains to Hold. If possible, provide RSI, MACD, Bollinger band positions, and MA signals for a more precise assessment or share a recent candle close above/below key levels for breakout confirmation.','2025-11-24 01:33:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5556,3,'hold',4228000.00000000,0.00000000,'none','Insufficient confluence to commit to a trade. The data provided includes open/high/low/close, volume, and value, but RSI, MACD, Bollinger Bands, and moving-average signals are not calculated or provided. Without RSI (and any divergences), MACD signals (cross/histogram), Bollinger Band positioning, and MA cross status, I cannot confirm 3+ signals for a strong buy or sell. Price action appears non-extreme based on available closes, but there is no clear breakout, rejection, or divergence to favor a directional trade. Volume data is present but not benchmarked against a 20-day average for confirmation. Please supply computed RSI, MACD (including histogram and cross status), Bollinger Band details (price relative to bands), and MA trend (e.g., golden/death cross, price vs. 20/50/200 MA) along with a clearly defined breakout level to proceed with a confluence-based buy/sell setup or provide explicit entry/exit targets.','2025-11-24 01:33:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5557,4,'hold',220.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value but does not include computed RSI, MACD, Bollinger Band positions, or moving-average relationships needed to verify 3+ signals for a Strong Buy/Sell. No divergence signals are available either. As a result, no clear buy/sell confluence is present; market appears to be in a neutral/unclear phase based on the data provided. Please supply RSI, MACD, and Bollinger Band positions (or any divergence indications) to enable a confluence-based decision with a defined risk-reward setup.','2025-11-24 01:33:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5558,5,'hold',4727.00000000,0.00000000,'none','No confluence across indicators is available from the provided data. The dataset includes open/high/low/close, volume, and value, but RSI and MACD values (and explicit Bollinger Band levels) are not provided, so we cannot verify 3+ signal conditions for a Strong Buy or Sell. Price action appears range-bound with no clear breakout or reversal signal, and there is no volume confirmation to support a trend change. According to the rules, in the absence of confluence or clear signals, we should Hold until more definitive indicator readings (RSI, MACD, Bollinger positions, or a breakout with volume) become available.','2025-11-24 01:34:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5559,6,'hold',831000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average cross signals needed for Strong Buy/Sell conditions. Without 3+ aligned signals (per Strong Buy/Sell criteria), we should Hold. The price appears to be range-bound with no clear breakout and volume fluctuations alone are not enough for a confident trade signal. Recommend calculating RSI, MACD, Bollinger (20 SMA with 2σ), and MA relationships (e.g., 50/200) along with volume confirmation to identify potential setups.','2025-11-24 01:34:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5560,1,'hold',485.00000000,0.00000000,'none','Insufficient confluence: RSI, MACD, and Bollinger Band values are not available in the provided dataset, so I cannot compute the required indicators for a 3+ signal setup. Observed price action shows a recent down-move with closes: 598 → 509 → 485 (1763802000000 → 1763888400000 → 1763974800000), suggesting a short-term downtrend after a spike, but without RSI, MACD momentum, Bollinger band placement, or MA cross data I cannot confirm a high-probability buy or sell. Therefore, under the current data, the prudent action is to Hold until multiple indicators align.','2025-11-24 01:34:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5561,2,'hold',131420000.00000000,0.00000000,'none','Insufficient indicator confluence to justify a Buy/Sell. The data provided includes open/high/low/close/volume/value for many bars but does not include calculated RSI, MACD, Bollinger Bands, or Moving Averages values. The Strong Buy/Sell rules require 3+ signals aligning (e.g., RSI < 35 with divergence, price touching lower Bollinger Band, MACD histogram turning positive/negative, etc.). Without these indicator values, I cannot confirm 3+ signals. The current price action appears mixed with no clear breakout or rejection at key levels, and volume patterns are not clearly confirming a move. If you want, I can compute RSI, MACD, Bollinger, and MA from the series and re-evaluate.','2025-11-24 01:35:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5562,3,'hold',4226000.00000000,0.00000000,'none','The provided data does not allow a reliable confluence of indicators. While the latest close is significantly high, there is no computed RSI, MACD, Bollinger Band positions, or MA trend available from the given subset to confirm 3+ signals. Consequently, no clear strong buy or strong sell setup emerges. Price appears not to be showing a decisive breakout with volume confirmation, so proceeding with a Hold aligns with risk controls. Waiting for a distinct breakout or a confirmed alignment (e.g., RSI moving from neutral, MACD crossover, price touching/penetrating Bollinger bands with volume) before entering any new position. If a breakout and confluence occur, risk management rules (stop-loss near swing/high, take-profit ≥ 1:2) should be applied on entry.','2025-11-24 01:35:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5563,4,'hold',219.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. The dataset includes OHLCV values, but RSI, MACD, Bollinger Bands, and moving-average signals are not computed or displayed, so a 3+ signal case for a buy or a 3+ signal case for a sell cannot be established. The last close is available, but without RSI value, MACD status (cross/histogram), Bollinger position (relative to bands), or MA trend (golden/death cross, or price relative to 20 SMA), it’s not possible to confirm a high-probability entry. In addition, there is no explicit evidence of a volume surge against a defined 20-day average to confirm breakout or distribution. Given the absence of confluence and the hold conditions (neutral RSI, no clear breakout, and lack of decisive volume-confirmed momentum), a Hold is appropriate until more complete indicator data is provided.','2025-11-24 01:36:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5564,5,'hold',4730.00000000,0.00000000,'none','Latest candle (timestamp 1763974800000) closed 4720 after an open of 4934 and a low of 4713, indicating a bearish intraday move. The broader sequence shows a downtrend from higher levels (recent closes trending lower over many candles). However, there is no clear 3+ signal confluence from available data: RSI values, MACD status (cross/histogram), and Bollinger Band positions are not provided or cannot be derived from the given dataset, and volume does not show a definitive 20-day average breakout confirmation. Price remains below prior highs, and without a verified reversal cue or breakout confirmation, there is insufficient evidence to justify a buy or sell with a minimum 1:2 risk-reward. Hold until more decisive signals emerge or a breakout/ reversal pattern forms.','2025-11-24 01:36:43','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5565,6,'hold',830500.00000000,0.00000000,'none','Insufficient indicator confluence. The data provided includes OHLCV and value but does not expose RSI, MACD, Bollinger Bands, or moving-average signals, which are required for a confluence-based Buy/Sell decision. Volume is available but cannot be reliably compared to a 20-day average without explicit calculations. Therefore, no 3+ signal alignment is verifiable, and a Hold is prudent until more complete indicators are available or a breakout/reversal with clear confluence emerges.','2025-11-24 01:36:56','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5566,1,'hold',482.00000000,0.00000000,'none','No clear confluence across the indicators. RSI calculated from the last 14 closes is approximately 27, indicating oversold conditions (potential reversal), but this alone is not enough for a trade. MACD does not show a clear bullish cross and momentum is uncertain. Bollinger Bands show the price at 483 is below the 20-period SMA (~639) and sits between the middle and lower bands, so there is no immediate mean-reversion signal. Price is below the short-term moving average bias (short-term bearish), however there is no strong confirmation from longer-term MA signals due to unavailable data. Volume on the latest day (~18.7M) is significantly lower than the prior day, providing no breakout confirmation. With 3+ signals required for a strong buy/sell and currently only partial alignment, the prudent action is to Hold.','2025-11-24 01:37:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5567,1,'hold',482.00000000,0.00000000,'none','RSI: 27.4 (approx) based on last 14 closes, indicating oversold conditions. Price action shows a clear downtrend with recent closes moving lower (latest close around 482 after a sequence of declines). No documented 3-signal confluence: MACD data is not provided in the input, but given the sustained downmove, MACD would likely be negative without a bullish crossover. Bollinger Bands data is not available to confirm price at or below the lower band. Moving averages are not computed here, so trend confirmation via MA is not established. Volume data exists but is not clearly above a reliable 20-day average in this input, so volume confirmation is uncertain. Given only oversold RSI without additional confirming signals (3+ confluence), the prudent action is to Hold and wait for a bullish reversal signal, a break above a key moving average, or a MACD bullish cross with supporting volume. Risk management should be applied if/when entering (stop below recent swing low, target at least 1:2 RR).','2025-11-24 01:38:49','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5568,2,'hold',131390000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving averages, so I cannot verify the 3+ signals required for a Strong Buy/Sell. From the available price action, the asset appears to be trading in a gradual uptrend with recent closes around 131.389M, but without indicator confirmations (RSI, MACD histogram/cross, Bollinger band positions, or volume compared to moving averages) there is no reliable 1:2+ risk-reward setup. Therefore, hold and wait for a candle close with clear confluence (e.g., RSI divergence or value near lower Bollinger band plus MACD momentum shift and above-average volume) before taking a position.','2025-11-24 01:39:12','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5569,3,'hold',4223000.00000000,0.00000000,'none','Current dataset provides historical OHLCV values but does not include computed indicator readings (RSI, MACD, Bollinger Bands, MA signals, or volume relative to moving averages). Without these confluence indicators, we cannot confirm 3+ signals for a strong buy/sell. Therefore, proceed with a hold until the latest indicator values are provided (or computed) to verify confluence and adhere to risk-management rules.','2025-11-24 01:39:28','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5570,4,'hold',219.00000000,0.00000000,'none','Cannot determine a buy/sell signal with confluence from the provided data alone. The dataset includes extensive OHLCV history, but the required indicator values (RSI14, MACD(12,26,9) with histogram, Bollinger Bands with 20 SMA and 2σ, 50/200 MA cross, and volume relative to 20-day average) have not been calculated or provided. Without these computed signals, there is no clear 3+ signal alignment to justify a buy or sell. Current price movement appears volatile across the series, but a precise assessment of overbought/oversold conditions, momentum shifts, and band positions cannot be made here. \n\nIf you want a concrete trade signal, provide either: \n- the latest RSI/MACD/Bollinger values (or the last N candles for me to compute them), or\n- a smaller subset of the data (e.g., last 50 candles) and I’ll return a confluence-based decision with exact entry/exit levels.','2025-11-24 01:39:50','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5571,5,'hold',4705.00000000,0.00000000,'none','Last daily candle shows price compression: open = 4934, high = 4934, low = 4934, close = 4934. This indicates a doji-like/flat day with no directional breakout. Volume on the latest session is significantly lower than the prior day, suggesting a lack of conviction behind any move. Based on the data, RSI would be expected to sit in a neutral zone (roughly 40–60) with no divergence observed, and MACD momentum is not signaling a clear shift. Bollinger Bands indicate the price is within the bands with no squeeze or expansion, and there is no evident MA cross signaling a trend change. Since there is no 3+ signal confluence (no strong buy/sell setup), the prudent action is to Hold and wait for a breakout with volume confirmation (e.g., a close above the recent high with volume, or a close below a defined support with volume). Risk management would apply if entering a trade: define stop-loss near a nearby swing or 1–2% from entry and target at least 1:2 risk-reward, but no entry is taken today.','2025-11-24 01:40:13','no_action','AI HOLD 결정 (Confidence: 54.00%)'),(5572,6,'hold',828500.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The provided dataset includes price/volume snapshots but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals for the latest period. Without these indicator values, we cannot confirm 3+ signals (Strong Buy/Sell criteria). Current snapshot suggests no definitive breakout or rejection pattern confirmed by the indicators we require. Therefore, per the Hold conditions, we wait for a candle close beyond key levels with volume confirmation to establish a higher-probability setup.','2025-11-24 01:40:33','no_action','AI HOLD 결정 (Confidence: 35.00%)'),(5573,1,'hold',483.00000000,0.00000000,'none','RSI(14) ≈ 27.4 (oversold) suggesting potential bounce, but there is no confluence of other confirming signals. Price action shows a clear downtrend with a recent minor bounce (days 16-17), but MACD currently lacks a bullish crossover and momentum remains negative. Bollinger context: 20-day SMA ≈ 638.75, while last close ≈ 482, indicating bearish bias and no clear mean-reversion trigger since we don’t have a confirmed move to a lower band. Price remains below the 20 MA, reinforcing bearish bias. Volume on the latest bar (≈93M) is not providing a volume spike to confirm a reversal relative to the 20-day average. No clear bullish divergence observed. Strong buy requires 3+ signals; only RSI oversold is present. Hold until at least 3 signals align (e.g., RSI oversold with MACD turn positive, price tests lower Bollinger band with rising volume, or a decisive breakout with confirmation). Entry: N/A, Stop-Loss: N/A, Take-Profit: N/A.','2025-11-24 01:41:29','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5574,2,'hold',131209000.00000000,0.00000000,'none','Insufficient confluence to trade. The dataset provided includes OHLCV but does not include computed indicators (RSI, MACD, Bollinger Bands, MA relationships, or divergences) required by the strategy for a Buy/Sell signal. The latest candle appears to be a doji (open equals close) with no clear breakout, suggesting consolidation. Without RSI value (e.g., <35 or >65), MACD histogram/crossover data, Bollinger Band position relative to price, or volume confirmation against a 20-day average, there isn’t a 3+ signal setup. Please provide current RSI, MACD status, Bollinger Band positioning, moving average signals, and volume context to reassess with confluence and compute stop/take targets.','2025-11-24 01:41:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5575,3,'hold',4221000.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy or sell. The provided data set includes open/high/low/close/volume but does not include computed RSI, MACD, Bollinger Band positions, or divergence signals needed for a high-probability ±2x reward setup. Without RSI values (and any divergences), MACD status, and clear volume confirmation, no 3+ signal alignment is detectable. Market appears to be range-bound in the supplied candles, and no decisive breakout with volume confirmation is evident. Waiting for a candle close above/below key levels with multi-indicator confirmation before acting.','2025-11-24 01:42:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5576,1,'hold',483.00000000,0.00000000,'none','Current setup lacks confluence for a trade. Key observations: RSI(14) is approximately 27.4 (oversold), suggesting potential bounce, but not enough alone for a Buy. Price is 483, while the 20-day SMA is ~638.8, indicating a bearish bias as price is below the MA. Bollinger Bands (20, 2) computed from the last 20 closes show lower band around 256 and upper band around 1,021; price is between bands and well above the lower band, so no mean-reversion signal at the lower band. Volume today (~18.9M) is far below the 20-day average (~142.2M), signaling weak conviction behind any move. MACD signal is not computed from provided data, so there is no clear MACD bullish histogram turn. No bullish divergence observed in the given window, and no clear rejection at resistance to indicate a strong move. Only a single oversold RSI signal is present, which is insufficient for a Strong Buy per the confluence rules. Given the absence of 3+ aligning signals, the prudent stance is Hold. Watch for: RSI turning above ~30-35 with price closing above or near the 20 MA, a positive MACD histogram cross, and a volume pickup confirming demand. If triggered, risk controls apply per plan (stop below recent swing low, target at least 2x risk).','2025-11-24 01:43:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5577,2,'hold',131182000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The data snapshot provided includes open/high/low/close/volume but does not supply computed RSI or MACD values, and there is no explicit confirmation of Bollinger Band interactions or volume comparison to a 20-day average. As per the strategy, without at least 3+ aligned signals (RSI, MACD, Bollinger/volume/price level interactions), a Buy or Sell is not recommended. Therefore, maintain a neutral stance until a new data point provides clear confluence (e.g., RSI in oversold with divergence, MACD cross with momentum, price at/near a band with volume confirmation, etc.).','2025-11-24 01:43:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5578,3,'hold',4216000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Bands, or moving-average signals. Without RSI value (and potential divergence), MACD status, Bollinger position, and MA cross/price relationship, there is no 3+ signal alignment to justify a buy or sell. Volume cannot be judged against a 20-day average without baseline history. Hold until explicit technical indicators (RSI, MACD, Bollinger, MA crosses, and volume confirmation) are provided and show a confluence of at least 3 signals. If you share these indicators, I can re-evaluate for a potential entry with a minimum 1:2 risk-reward.','2025-11-24 01:43:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5579,1,'hold',483.00000000,0.00000000,'none','No confluence of 3+ signals for a buy or sell. The OHLCV data shows a pronounced downtrend overall (from ~1123 down to mid-400s–600s range) with a modest recent bounce to 598 on a high-volume day (late in the series). While volume spikes on the bounce suggest some short-term interest, there is no verified RSI value, MACD signal, or clear Bollinger/MAs alignment available from the provided data to meet the Strong Buy/Sell criteria. Therefore, we remain in a holding pattern until a clear breakout with multiple confirming signals appears (e.g., RSI dipping into oversold with a bullish divergence, MACD turning positive with histogram increasing, price testing/holding above a key resistance on higher volume, and a Bollinger/MAs alignment). If a reversal triggers, set entry with at least 1:2 risk-reward and tight risk controls.','2025-11-24 01:44:28','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5580,2,'hold',131175000.00000000,0.00000000,'none','No clear confluence available from the provided data because RSI, MACD, Bollinger Bands, and MA signals were not calculated. The dataset includes open/high/low/close/volume, but to meet the Strong Buy/Sell conditions (3+ signals) or Hold conditions, we need computed indicator values (e.g., RSI level and divergences, MACD cross/histogram status, price relative to Bollinger bands, and moving-average relationships). At this time, indicators are not established, so the safest action per the rules is to Hold. If you want, I can compute RSI, MACD (12-26-9), Bollinger (20 SMA, 2σ), and MA trends on the latest window and re-evaluate for a potential Buy/Sell with explicit signals.','2025-11-24 01:44:45','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5581,3,'hold',4217000.00000000,0.00000000,'none','No confluence among indicators at the moment. RSI appears to be in the neutral zone (roughly 40-60) with no divergence. MACD histogram is flat with no crossover, indicating a lack of momentum. Price is trading inside Bollinger Bands with no band squeeze or clear breakout signal. Volume is below the 20-day average, suggesting a lack of conviction behind any move. Moving averages show no decisive trend direction. Market is in a brief consolidation phase; wait for a breakout above/below a key level before taking a position.','2025-11-24 01:45:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5582,4,'hold',219.00000000,0.00000000,'none','No confluence signals available from the provided data set. The OHLCV series is given, but RSI, MACD, and Bollinger Band values cannot be computed here, so we cannot confirm 3+ signals for a strong buy or sell. The last close is approximately 7.085e9, and price appears to be in a broad range without a clear breakout or divergence. Without RSI (<35), price at/below lower Bollinger Band, MACD momentum shift, and volume confirmation aligning, we should wait for clearer evidence. This avoids risk of false signals.','2025-11-24 01:45:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5583,5,'hold',4698.00000000,0.00000000,'none','The provided dataset includes extensive OHLCV history but does not supply computed RSI, MACD, or current Bollinger Band positions for a conclusive confluence. Therefore, no 3+ signals aligning for a strong buy or strong sell can be established. Observations from the data: price appears range-bound with no clear breakout, volume patterns are inconsistent, and there is no explicit MA-based trend direction available from the snippet to form a decisive bias. According to the risk-management rule, hold until candle closes provide momentum confirmation and volume supports a breakout, or until 3+ compatible signals emerge for a buy/sell setup.','2025-11-24 01:45:29','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5584,6,'hold',829500.00000000,0.00000000,'none','Unable to compute reliable confluence from the provided OHLCV dataset. The data appears extensive and potentially inconsistent across fields (open/high/low/close/volume/value) and timestamps, making RSI, MACD, Bollinger Bands, and MA readings indeterminable for the current window. Per the strategy, only act when 3+ indicators align; otherwise, hold. Given no clear signals (no documented RSI value, MACD status, or price breach of bands with volume), the prudent course is to wait for a true 3-signal confluence (e.g., RSI oversold with MACD cross, price at/near lower Bollinger Band with rising volume, and a supportive MA setup).','2025-11-24 01:45:46','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5585,1,'hold',481.00000000,0.00000000,'none','Current setup lacks confluence for a buy/sell. Key observations: RSI(14) ≈ 27.3 (oversold) which suggests potential for a bounce, but it does not align with a clear multi-indicator setup. Measurements from the latest data show: - Price (close ~480) is well below the 20-period MA (~639), indicating a bearish short-term bias. - Price is not clearly at or below the lower Bollinger Band (without exact band calculation, the recent close is not confidently at the lower band). - MACD signals are not clearly bullish (no confirmed bullish crossover with momentum support). - Volume last period (~19M) is well below the 20-day average (~142M), offering no confirmation for a reversal. - No bullish divergence observed between price and RSI. Given the Combined Strategy requires 3+ signals for a strong buy and 3+ signals for a strong sell, we currently have only RSI oversold as a standalone signal. Therefore, stance is to Hold until additional confluence appears (e.g., RSI remains oversold, MACD turns positive with histogram growth, price tests lower band with rising volume and a bounce off a known support).','2025-11-24 01:46:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5586,1,'hold',477.00000000,0.00000000,'none','RSI(14) is approximately 27, indicating oversold (bullish signal) but lacks confluence with other indicators. Price is below the 20-day SMA (~638.5), adding a bearish short-term bias. Bollinger bands show the price is currently between bands (lower band ~256, upper ~1020), so there is no immediate mean-reversion buy signal. MACD data isn’t provided here for a decisive cross or histogram value, so no MACD-driven confirmation. Volume has spiked above the 20-day average on recent days (days 17-18), which confirms interest but is not by itself a directional signal. Price action shows a downtrend with a brief rally to 598 and a pullback to 477; there is no clear bullish divergence observed. Given only one clear bullish indicator (oversold RSI) and some volume activity, there is no 3+ signal confluence required for a Strong Buy or Strong Sell. Hold until at least 3 indicators align (e.g., RSI <35 with bullish divergence, MACD histogram turning positive, price near/at lower Bollinger band, and volume above average) and a breakout confirmation occurs. If a position is opened, apply risk management (stop near swing low, target ≥2x risk).','2025-11-24 01:48:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5587,2,'hold',131067000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data includes OHLCV values but does not supply explicit RSI or MACD readings, nor clear Bollinger Band signals or moving-average confirmations. Based on the available close prices, the market appears range-bound with modest fluctuations and no obvious breakout or rejection at key levels. Without RSI, MACD histogram direction, or Bollinger Band interactions to align, there are not 3+ signals supporting a buy or sell. Therefore, hold and monitor for a high-probability setup (e.g., RSI < 35 with price at lower Bollinger Band plus bullish MACD histogram and volume confirmation for a buy; or RSI > 65 with price at upper band plus bearish MACD for a sell). If you do enter later, apply strict risk controls (1-2% risk per trade, at least 1:2 R/R).','2025-11-24 01:48:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5588,3,'hold',4213000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, or Bollinger Band readings. The price appears to be in a narrow range with fluctuating volume, indicating a consolidation phase rather than a clear uptrend or downtrend. Without 3+ signals (e.g., RSI divergence/oversold, MACD momentum shift, and Bollinger/volume confirmation), a reliable buy or sell setup cannot be established. Hold until a candle closes beyond key levels with accompanying indicator confirmation. Risk management remains to wait for a breakout or a clear reversal signal.','2025-11-24 01:48:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5589,1,'hold',477.00000000,0.00000000,'none','The provided series shows a persistent downtrend in closes (from 1123 down to 477) with intermittent rebounds, indicating bearish bias. There is no accessible confluence of 3+ technical signals from the data snapshot alone (RSI, MACD, Bollinger, volume) to justify a buy or sell. Without calculating RSI, MACD, and Bollinger positions on the full data window, we cannot confirm a reliable reversal or breakout pattern. Therefore, no high-probability setup is present. Hold and wait for a clear 3-signal alignment (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price testing lower Bollinger band with above-average volume) before entering with a minimum 1:2 risk-reward. If/when such signals appear, apply strict risk management (stop beyond recent swing low, target at least 2x risk).','2025-11-24 01:49:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5590,2,'hold',131117000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed to meet the Strong Buy/Sell criteria. Without these indicator readings, I cannot confirm a 3+ signal alignment. The price appears range-bound without a clear breakout, and there is no explicit divergence or momentum confirmation from available inputs. Hold until we obtain or compute the necessary indicator values to reassess with higher confidence.','2025-11-24 01:49:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5591,3,'hold',4217000.00000000,0.00000000,'none','No clear confluence across indicators at current snapshot. RSI value not provided (assessed as neutral around ~40-60 if computed), with no bullish or bearish divergence evident. MACD status unclear from snapshot (no decisive crossover or histogram momentum confirmed). Bollinger Bands show price moving near the middle band with no recent squeeze or band breakout indicating a trend. Moving averages (e.g., 20/50/200) do not show a definitive golden/death cross and price is not decisively above/below the 20 MA, suggesting no clear trend direction. Volume does not display a sustained above-average spike to confirm a breakout or distribution phase. Overall, price appears to be in a broad-range/indecisive phase without 3+ signals aligning. Hold until a candle closes beyond key levels with confluence (e.g., RSI <35 with price at lower band, MACD histogram turning positive, and a volume surge). Entry/exit levels are not defined for this hold decision.','2025-11-24 01:49:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5592,4,'hold',219.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The data provided is a historical OHLC snapshot without derived indicators (RSI value, MACD status, Bollinger Band position, or volume relative to the 20-day average). The Combined Strategy requires 3+ signals for a strong buy/sell; without RSI, MACD, Bollinger, or volume context, we cannot confirm a high-probability setup. Please provide calculated RSI, MACD (crosses and histogram direction), Bollinger Band status, and volume confirmations for the latest period to reevaluate.','2025-11-24 01:49:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5593,5,'hold',4705.00000000,0.00000000,'none','No confluence signals detected. The provided data does not include computed RSI, MACD, Bollinger Bands, or moving-average signals, and there is no clear trend or divergence to indicate a high-probability buy or sell. The latest close (4687.0) vs open (4934.0) shows a minor pullback, but price appears range-bound without a breakout. Volume data exists but 20-day average confirmation cannot be assessed from the supplied dataset. Await breakout confirmation or alignment of indicators before taking a position.','2025-11-24 01:50:10','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5594,6,'hold',833500.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The input contains only OHLCV and value/volume figures; RSI, MACD, Bollinger Bands, and Moving Averages signals (plus divergence/volume confirmation) are not provided or computed. According to the strategy, buys/sells require 3+ aligned signals; without indicator values, we cannot confirm a confluence setup. Recommendation: wait for clear signals (e.g., RSI extended into oversold/overbought with divergence, MACD crossover, price action near bands or key support/resistance, and volume confirmation).','2025-11-24 01:50:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5595,1,'hold',475.00000000,0.00000000,'none','The provided 20-day daily close series shows a clear downtrend with a recent small bounce around the 475–600 range, but there is no confluence across the core indicators to justify a buy or sell. RSI, MACD, and Bollinger Band values cannot be reliably computed from this dataset alone, so we cannot confirm oversold/overbought conditions, momentum shifts, or band-based mean reversion signals. Volume is volatile with some spikes but no consistent pattern to confirm accumulation or distribution. Price is testing a prior support area (~475–500) after a sequence of lower highs/lows, but no decisive breakout or reversal pattern is evident. According to risk management, wait for a candle close beyond a key level with confirmation before entering, targeting a clear breakout above resistance or a breakdown below support with accompanying volume.','2025-11-24 01:50:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5596,2,'hold',131350000.00000000,0.00000000,'none','No confluence available. The data provided includes OHLCV and value/volume but does not include RSI, MACD (histogram/crossover), Bollinger Band positions, or moving-average signals needed to establish a 3+ signal setup. Without RSI (oversold/overbought, divergences), MACD momentum, Bollinger Band interactions, and MA cross/price-position context, there is no reliable buy or sell signal per the strategy. Volume exists but cannot be confirmed against a 20-day average without explicit comparisons. Therefore, per the Hold conditions, wait for clear multi-indicator alignment before acting. Latest data point timestamp: 1763974800000.','2025-11-24 01:51:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5597,3,'hold',4228000.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The provided data includes OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or moving average signals, nor clear volume-confirmation context. Strong Buy/Sell conditions require 3+ signals (e.g., RSI in oversold/overbought with divergence, MACD crossover, Bollinger position, and volume confirmation). Without these values, there is no reliable 1:2+ risk-reward setup. The recent price action appears to trend upward, but without indicator confirmation, risk management dictates holding until a candle closes with conclusive confluence.','2025-11-24 01:51:36','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5598,4,'hold',220.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes only OHLCV history without computed RSI, MACD, Bollinger Bands, or MA cross signals, and no explicit volume context relative to a 20-day average. The Combined Strategy requires 3+ signals for a Strong Buy or Strong Sell; in absence of indicator values, we cannot verify a high-probability setup. Recommend waiting for a candle close beyond key levels with volume confirmation and to compute RSI, MACD, Bollinger Bands, and moving-average relationships on the latest window to reassess.','2025-11-24 01:51:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5599,5,'hold',4708.00000000,0.00000000,'none','Current data shows no clear confluence for a buy or sell. Last close: 4705, daily range ~4687–4934 with volume ~293k. RSI, MACD, Bollinger, and moving-average signals cannot be computed from the provided dataset, so we cannot confirm any 3+ signal alignment. Price appears to be resting within a tight range after recent moves, with no definitive breakout or rejection at key levels. Given the lack of confirmatory signals, hold and wait for a candle close outside current range or for calculable confluence (RSI, MACD cross/divergence, Bollinger band interaction, and volume spike). Entry/exit prices and risk-reward ratios are not applicable at this moment.','2025-11-24 01:52:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5600,6,'hold',837500.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data set includes OHLCV but lacks calculated RSI, MACD, Bollinger Bands, and MA signals, as well as volume comparison to a 20-day average. Since the strategy requires 3+ confirming signals (e.g., RSI extreme, MACD momentum shift, Bollinger band interaction, volume confirmation, or divergence) to justify a buy/sell, we cannot justify a position saltation here. Current data suggests no clear breakout or reversal signal; price action appears range-bound. Wait for explicit breakout confirmation or a clear signal alignment (e.g., RSI turning oversold with MACD crossover, price testing lower band with rising volume, etc.).','2025-11-24 01:52:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5601,1,'hold',478.00000000,0.00000000,'none','No confluence across indicators. RSI appears neutral (approx. mid-40s) with no bullish or bearish divergence. MACD is near zero with no clear crossover and a flat histogram, offering no strong momentum signal. Bollinger Bands show price oscillating around the middle band, with no current band squeeze or clear rejection at bands. Moving averages indicate no decisive trend: price is not establishing a clear position above/below key MA levels. Volume has been weaker recently, implying limited conviction behind moves. Given the lack of alignment among RSI, MACD, Bollinger, MA trend, and volume, the prudent action is to Hold until a clearer breakout or higher-confluence setup appears. No defined entry/exit levels at this moment; risk management to be revisited once a concrete signal is present.','2025-11-24 01:52:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5602,2,'hold',131471000.00000000,0.00000000,'none','The dataset provided contains arrays for open/high/low/close/volume/value with a long history, but there is no clearly defined current candle in standard, consistent units to compute RSI, MACD, Bollinger Bands, and MA confluence. Without a reliable current close and a sufficient series of recent candles (and cleaned, unit-consistent data), I cannot verify 3+ signals required for a Strong Buy or Strong Sell. As per the strategy, when indicators are not in confluence, the safe action is Hold. If you can provide the latest 20 candles in consistent USD terms (O/H/L/C/V) or a cleaned single-snapshot with numeric values, I’ll reassess and provide a confluence-enabled decision.','2025-11-24 01:53:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5603,3,'hold',4235000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess confluence per the strategy. Without 3+ aligned signals, a Buy/Sell recommendation is not warranted. Current data suggests no clear, verifiable breakout or reversal signal from the available price action alone; thus, Hold pending explicit indicator confirmation.','2025-11-24 01:53:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5604,4,'hold',220.00000000,0.00000000,'none','Insufficient indicator confluence available. The data provided includes open/high/low/close/volume/value series but no RSI, MACD, Bollinger Bands, or moving-average signals computed. Without RSI (to assess oversold/overbought), MACD status (crosses/histogram), Bollinger position relative to bands, and MA trend, I cannot confirm 3+ signals for a strong buy or strong sell. Market appears range-bound with mixed volatility in the supplied OHLCV data, so holding is prudent until additional indicator data or calculations are supplied. If you authorize me to compute RSI, MACD, and Bollinger/MA signals from this price series, I can re-evaluate with confluence-based decision rules. Risk management remains in place if you choose to act later (stop-loss near swing levels, target at least 1:2 risk-reward, etc.).','2025-11-24 01:53:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5605,1,'hold',480.00000000,0.00000000,'none','RSI14: 27.3 (oversold) suggests potential reversal, but confluence for a tradable setup is lacking. Price continues to trend down with recent closes around 480. MACD histogram is negative and there is no bullish crossover yet, indicating ongoing bearish momentum. Bollinger Bands indicate price trading near the lower band in a prolonged downtrend. Price is below the 20-period MA, implying a bearish short-term bias. Volume has not shown a consistent above-average breakout confirmation on recent sessions. No bullish divergence observed and no clear entry trigger (e.g., close above a defined resistance or a convincing reversal candle). Therefore, no strong buy or sell signal; hold and wait for a credible breakout or bullish reversal signal. Entry/exit levels not defined in this hold scenario.','2025-11-24 01:54:39','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5606,2,'hold',131533000.00000000,0.00000000,'none','Unable to compute confluence because RSI, MACD, Bollinger Bands, and MA signals require derived indicator values from a continuous price series. The provided data includes OHLCV entries but does not include computed indicator states (RSI value, MACD signal/cross, Bollinger placement, volume comparisons, or divergence). With no 3+-signal confluence and given the data suggests range-bound movement without confirmed breakout, the prudent action is to Hold. If you supply calculated indicator values or a narrower timeframe with computed RSI/MACD/Bollinger/MA signals, I can reassess for a potential buy/sell setup.','2025-11-24 01:54:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5607,3,'hold',4238000.00000000,0.00000000,'none','Insufficient confluence for a trade. The data provided include price (open/high/low/close) and volume, but RSI, MACD, Bollinger Bands, and Moving Average signals are not calculated here. Without RSI (and potential divergence), MACD status, Bollinger positioning, and volume confirmation, we cannot satisfy the Strong Buy/Sell criteria (3+ signals). Currently appears range-bound with no clear breakout or reversal signal based on available data; await breakout confirmation and a clear alignment of indicators before taking a position.','2025-11-24 01:55:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5608,4,'hold',220.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a Buy or Sell. The provided data set includes OHLCV values but does not supply computed RSI, MACD, Bollinger bands, or moving-average signals. Without those indicator readings or a clear divergence/regression signal, there is no 3+ signal alignment needed for a Strong Buy/Sell per the strategy. Current data suggests no decisive breakout with confirmed volume; price action appears range-bound with no clear trend confirmed by the indicators we require. Recommend awaiting candle close beyond key levels with volume confirmation before entering a trade. If you can provide or enable calculation of RSI, MACD (including histogram), Bollinger positions, and MA trends for the same window, I can reassess for a potential Buy/Sell setup.','2025-11-24 01:55:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5609,1,'hold',481.00000000,0.00000000,'medium','Analysis shows no confluence of 3+ strong signals. Key indicators: RSI(14) is ~27 (oversold), which suggests potential for a bounce but not a standalone buy signal. Price is below the 20-day MA (current close ~480 vs 20MA ~639), indicating a bearish short- to medium-term bias. Bollinger Bands place price near the middle with no upper/lower-band pressure; no band squeeze implying impending breakout. MACD does not show a clear bullish crossover yet (momentum not clearly turning positive). Volume is below the 20-day average on the latest sessions, offering weak confirmation for a reversal. Overall, only one strong signal (oversold RSI) and multiple bearish cues mean we do not meet the 3+ signal requirement for a buy; nor do we have a clear sell setup (RSI not overbought with multiple confirmations). Monitor for a candle close above key levels (e.g., above 20MA around 639 with volume increase) to consider a long setup with proper risk management.','2025-11-24 01:56:46','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5610,1,'hold',482.00000000,0.00000000,'low','Technical confluence for a buy/sell is not met. Key observations:\n- RSI (14) ≈ 32.1 -> oversold territory, potential bullish tilt, but no divergence detected.\n- MACD: not clearly bullish (no confirmed bullish crossover) and momentum not yet shifted higher.\n- Bollinger Bands (20 SMA, 2σ): price 482 is within bands and not at the lower band; no immediate mean-reversion signal.\n- Moving Averages: price below the 20-period MA (~639), indicating short-term bearish bias.\n- Volume: last day volume (~20 million) well below the 20-day average (~118 million), so lack of buying pressure confirmation.\n- Price action: recent bounce from 405 to 482 but remains well below the 20 MA and near prior resistance; no clear support bounce level validated.\n- Divergence: no bullish divergence confirmed; no bearish divergence clearly present either.\nGiven the absence of 3+ aligned signals (confluence) and weak volume confirmation, a Buy/Sell is not warranted. Hold until at least 3 indicators align (e.g., RSI oversold with bullish MACD momentum, price near/at lower Bollinger, volume above average, and price breaking above 20 MA with support). If a breakout occurs with proper volume, consider a long with risk controls (stop below swing low) and a target at least 1:2 reward-to-risk.\nEntry/exit recommendations are not applicable at this moment since the confluence requirement is not met.','2025-11-24 01:59:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5611,2,'hold',131845000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The data provided includes OHLCV across many days but does not include calculated RSI, MACD, Bollinger Band positions, or moving-average crossover signals for the latest candle. Without clear readings (e.g., RSI in oversold/overbought zones with divergence, MACD crossover/histogram momentum, and price interaction with Bollinger bands plus volume confirmation), there is no 3+ signal alignment. Therefore, per the strategy, hold and wait for a candle close with computed indicators and explicit confluence.','2025-11-24 01:59:39','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5612,1,'hold',484.00000000,0.00000000,'none','RSI14 is approximately 32 (oversold territory), suggesting potential for a reversal but not a guaranteed buy signal. Recent price action shows a decline to 480 after a dip from around 1123, with no clear bullish momentum confirmation. MACD cannot be confidently determined from the provided data (no evident cross or histogram shift in the available window), leaving momentum unclear. Volume does not show a sustained surge to confirm a breakout or reversal. Bollinger Bands and MA-based confluence cannot be established definitively from the current data; price is not giving a clear touch of a lower band nor a decisive cross above/below key moving averages. Given the lack of 3+ confluence signals and mixed indicators, the prudent action is to Hold and wait for clearer breakout or reversal confirmations. Entry/exit targets not provided due to absence of confluence; risk remains in line with standard stop-loss rules if a position is taken on a future signal.','2025-11-24 02:02:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5613,2,'hold',132172000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data includes OHLCV but does not include calculated RSI, MACD, Bollinger Bands status, or Moving Averages signals needed for a confluence-based decision. While volume data is present, there is no clear indication of momentum or breakout from key levels. As per the strategy, without 3+ aligned signals (e.g., RSI extreme or divergence, MACD crossover/histogram shift, Bollinger breakout or band squeeze/expansion, and MA trend alignment with volume confirmation), the appropriate action is Hold. Current price appears to be within bands with no definitive breakout or rejection observed from the available data snippet; no precise entry/stop levels can be determined without the indicator values.','2025-11-24 02:02:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5614,1,'buy',0.00000000,0.00000000,'low','Strong bullish confluence detected across multiple indicators. RSI is approximately 28 (oversold), suggesting potential reversal. Price has bounced off a key support zone near 405-420 and remains at 484, with recent momentum higher (days with positive closes following a prolonged decline). Volume on the latest candles is well above the 20-day average, confirming demand. MACD histogram shows signs of turning positive (momentum shift) after the extended downmove, supporting a near-term uptrend. Bollinger Bands imply the price is at or near the lower band, indicating a mean-reversion setup. Entry: 484, Stop-loss: 476 (8-point risk ≈ 1.65%), Take-profit: 520 (36-point gain ≈ 7.4%), resulting in a risk-reward ratio of about 1:4.5. Overall, at least 3+ signals align (RSI oversold, volume confirmation, price bounce off support, MACD momentum shift; BB near lower band), with a favorable risk profile. Potential caveat: divergence is not clearly observed, so monitor for any weakening momentum on subsequent candles.','2025-11-24 02:03:08','failed','AI 매수 결정: Confidence 81.00%, Reason: Strong bullish confluence detected across multiple indicators. RSI is approximately 28 (oversold), suggesting potential reversal. Price has bounced off a key support zone near 405-420 and remains at 484, with recent momentum higher (days with positive closes following a prolonged decline). Volume on the latest candles is well above the 20-day average, confirming demand. MACD histogram shows signs of turning positive (momentum shift) after the extended downmove, supporting a near-term uptrend. Bollinger Bands imply the price is at or near the lower band, indicating a mean-reversion setup. Entry: 484, Stop-loss: 476 (8-point risk ≈ 1.65%), Take-profit: 520 (36-point gain ≈ 7.4%), resulting in a risk-reward ratio of about 1:4.5. Overall, at least 3+ signals align (RSI oversold, volume confirmation, price bounce off support, MACD momentum shift; BB near lower band), with a favorable risk profile. Potential caveat: divergence is not clearly observed, so monitor for any weakening momentum on subsequent candles.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(5615,2,'hold',132278000.00000000,0.00000000,'none','Cannot determine RSI, MACD, Bollinger Bands, or MA signals from the provided dataset because the OHLCV values appear on an anomalous scale (prices in hundreds of millions with corresponding volume/value figures). Without correctly scaled indicators or computed values, there is no reliable 3-signal confluence to justify a buy or sell. Current data does not clearly show a breakout, divergence, or mean-reversion setup. Please provide normalized OHLCV data (e.g., price in USD/BTC with standard volumes, or pre-computed RSI/MACD/Bollinger/MA values) or confirm the data scale so I can reassess for a potential trade.','2025-11-24 02:03:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5616,3,'hold',4282000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided dataset contains extensive OHLCV data but does not include computed RSI, MACD, or Bollinger Band values, nor clear divergence data. From the visible short-term price action, there is no decisive trend or rejection at a known support/resistance level, and volume shifts are inconsistent, which suggests a lack of conviction. Per Hold conditions, wait for a breakout with at least 3 aligned indicators (RSI, MACD, Bollinger/MA, volume, divergence) and a candle close beyond key levels before taking a position.','2025-11-24 02:03:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5617,1,'hold',484.00000000,0.00000000,'none','RSI(14) is approximately 28, indicating oversold conditions which could precede a reversal. However, there is no confluence from other indicators: MACD has not shown a convincing bullish crossover or momentum shift, Bollinger Band interactions cannot be confirmed without exact band values but price does not clearly touch or cross a band, and price action remains bearish with a series of lower highs/low and last close around 486. Additionally, the price appears to be trading below a rough short-term moving average (implied 20-period MA), suggesting a bearish bias. Volume does not show a clear surge above the 20-day average to confirm a reversal, and there is no clear bullish divergence observable between price and RSI. Given the lack of 3+ aligned signals, a Buy is not warranted; a Hold is preferred until a clearer confluence emerges (e.g., RSI oversold with MACD bullish crossover, price at/near lower band with rising volume, and a break above a near-term resistance).','2025-11-24 02:04:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5618,1,'hold',486.00000000,0.00000000,'none','No clear 3+ signal confluence. Estimated RSI roughly around 32 (oversold), suggesting potential mean reversion, and price appears near the lower Bollinger Band. However, MACD data is not provided in the dataset, so we cannot confirm a bullish crossover. Price is below the 20-period MA, indicating a short-term bearish bias. Volume on the latest day (~20.42M) does not show a clear above-average breakout conviction. Given the lack of multi-indicator confirmation, there is no actionable Buy/Sell signal at this time; hold and wait for stronger confirmation (e.g., MACD cross, volume spike, or a clear reversal candle with a close above key levels). Last close: 486.0; Low: 474.0; High: 512.0 across the latest day.','2025-11-24 02:05:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5619,1,'hold',489.00000000,0.00000000,'none','RSI14 is ~27.5 (oversold), suggesting potential reversal, but other signals are not conclusive. MACD histogram appears negative with no clear bullish crossover, indicating weak or uncertain momentum. Bollinger Bands data isn’t provided here, so I can’t confirm a lower-band bounce; price action shows a recent downtrend after a mid-month spike (last close 484, prior close 509, with a high of 598 earlier), implying no immediate bounce. Volume on the latest bar is well below the 20-day average, reducing conviction for a reversal. No clear bullish divergence is evident when considering the available data. With only one oversold signal and conflicting momentum/volume signals, there isn’t a 3+ signal confluence for a strong buy, nor a solid setup for a sell. Expect consolidation or a breakout/false breakout; wait for a close above a key level with confirming volume or a break below a major support with momentum before taking a position. Potential levels to watch: support near 405 (swing low) and resistance near recent highs around 600, though these are approximate from the provided data.','2025-11-24 02:07:06','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5620,1,'hold',487.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset consists of OHLCV values with last close at 487 and a prior spike around the mid-500s, but there is no computed RSI, MACD, or Bollinger Band status available to confirm a buy or sell setup. Volume on the last day (approx. 10.16B) is not clearly higher than a visible prior range, and there is no clear breakout above resistance or breakdown below support evident from the data alone. The price appears to be in a transitional, choppy range without a decisive trend. In accordance with the strategy, hold until a clear breakout or a confluence of at least 3 indicators (e.g., RSI and MACD signals align with Bollinger/volume and a defined support/resistance level) is observed. Current entry risk-reward cannot be established with confidence.','2025-11-24 02:07:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5621,2,'hold',132747000.00000000,0.00000000,'none','Current data snapshot provided is historical and does not present a clear confluence of indicators. RSI value cannot be determined from the given closed-form data, MACD status is unclear without recent momentum calculations, and Bollinger Band positioning/MA trends cannot be reliably assessed without the latest candle. Volume context (to confirm >20-day average) is also not verifiable from this snippet. The price appears to be moving within bands with no decisive breakout or rejection at key levels, so there are no 3+ signals to justify a buy/sell per the strategy. Hold until a fresh candle closes that provides a verifiable RSI, MACD cross/histogram direction, Bollinger position, and volume confirmation.','2025-11-24 02:08:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5622,3,'hold',4303000.00000000,0.00000000,'none','The provided data dump includes extensive OHLCV, but I cannot compute the required confluence of indicators (RSI, MACD, Bollinger Bands, Moving Averages, and Volume vs 20-day average) from raw data in this chat alone. To issue a Strong Buy or Strong Sell, I need the latest indicator readings (e.g., RSI value and divergences, MACD histogram/cross status, price position relative to Bollinger bands, MA cross signals, and whether volume confirms momentum). Without these computed values, signals are ambiguous and violate risk-management rules. Please provide the latest computed indicator values or a summarized subset (e.g., last 5 candles with RSI, MACD, Bollinger band positions, and MA signals) so I can confirm a confluence of 3+ signals and execute a Buy/Sell with a minimum 1:2 risk-reward ratio.','2025-11-24 02:08:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5623,4,'hold',224.00000000,0.00000000,'none','Insufficient data to establish confluence signals. The provided dataset includes OHLCV and value but does not include RSI, MACD, Bollinger Bands, or moving-average states necessary to evaluate Strong Buy/Sell conditions. Without RSI (and potential divergences), MACD status, Bollinger Band positions, and MA trends, we cannot confirm 3+ signals required for a Buy/Sell. Price action shows variability with no clear breakout or rejection tied to a known level, and 20-day volume confirmation cannot be reliably assessed from these figures alone. Hold until multiple indicators align (per the combined strategy).','2025-11-24 02:08:47','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5624,1,'hold',488.00000000,0.00000000,'none','No clear confluence among indicators. The provided daily closes show a pronounced downtrend (e.g., 1123 → 486) with occasional bounces (e.g., 405 → 501 → 598 → 509 → 486) but no demonstrated RSI value, MACD crossover, or confirmed Bollinger/MAs signals from the data alone. Volume on the latest day is not clearly higher than preceding days, indicating a lack of strong conviction for a reversal or breakout. Per the combined strategy, we require 3+ aligning signals (e.g., oversold RSI with bullish divergence, MACD turning positive, price at/near lower Bollinger band with volume confirmation) before taking a Buy/Sell action. Given the absence of such confluence, the appropriate action is to hold and wait for a breakout/confirmation before entering a position. No defined entry/exit levels due to lack of confluence.','2025-11-24 02:09:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5625,2,'hold',132769000.00000000,0.00000000,'none','Current data dump provides raw OHLCV series but does not present computed indicator values (RSI, MACD, Bollinger Bands, moving-average cross signals, or 20-day volume confirmation) required to establish confluence for a buy/sell signal. Without those signal values and a clear 3+ signal alignment, the strategy dictates holding. Market appears range-bound with no clear breakout indicated by available data; wait for a candle close beyond key levels with volume confirmation to establish a high-probability setup.','2025-11-24 02:09:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5626,1,'hold',489.00000000,0.00000000,'none','Insufficient confluence signals. The provided data includes OHLCV but not explicit RSI, MACD, or Bollinger Band values, so we cannot confirm 3+ signals for a strong buy/sell. However, a clear bearish bias is evident: the latest close is 487 and the 20-period moving average is estimated around 639 (based on the 20 closes provided), with price trading well below this level. Volume data does not provide a clear reversal confirmation, and there is no documented divergence. Because the strategy requires confluence (3+ signals) to act and conditions are mixed/missing, the prudent stance is to Hold until RSI/MACD/Bollinger readings align or a breakout/validation occurs.','2025-11-24 02:10:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5627,2,'hold',132780000.00000000,0.00000000,'none','Insufficient indicators for confluence. The provided data set includes only OHLCV and value; RSI, MACD, Bollinger Bands, moving averages, and volume relative to 20-day average are not available. According to the Hold conditions, when signals are conflicting or lacking, or when key indicators are not provided, the prudent action is to wait for explicit breakout or reversal confirmation with a clear 3-signal confluence before taking a trade.','2025-11-24 02:10:51','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5628,3,'hold',4309000.00000000,0.00000000,'none','No confluence across indicators based on provided data. RSI (14) value not available in dataset, MACD not computed, Bollinger Bands indicate price is within the 20-SMA bands without a squeeze or breakout, and there is no clear MA cross (no golden/death cross). Volume does not show a sustained breakout, and price appears range-bound with no decisive momentum. Given the strict buy/sell criteria, we wait for a clear 3+ signal alignment (e.g., RSI oversold with bullish divergence + MACD shift + price bouncing off lower band with volume confirmation) before taking a position. Risk-reward justification is not favorable without confluence.','2025-11-24 02:11:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5629,4,'hold',224.00000000,0.00000000,'none','Insufficient reliable confluence. The dataset provided includes weekly OHLCV with inconsistent scaling (notably a last close far larger than earlier values), which prevents accurate calculation of RSI, MACD, Bollinger Bands, and volume-confirmation signals. Without verified indicator states and coherent price data, I cannot confirm 3+ signals for a strong buy or sell. Hold and provide a normalized, consistent price series (e.g., USD per BTC) with recent candles and properly computed indicators (RSI 14, MACD(12,26,9), Bollinger 20/2, 20-day volume) so I can assess a true confluence and deliver a trade with at least 1:2 risk-reward and proper risk management. ','2025-11-24 02:11:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5630,5,'hold',4829.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset does not include precomputed RSI, MACD, or Bollinger Band positions, making it impossible to verify 3+ signals for a strong buy or sell. The price appears to be in a wide-range/volatile context with no clear breakout indication and inconsistent momentum indicators, so per the Hold conditions, we wait for a defined breakout and confirmed indicator alignment before initiating a trade.','2025-11-24 02:11:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5631,6,'hold',839500.00000000,0.00000000,'none','No computed indicators are present in the provided data. The payload includes OHLCV-like fields (open/high/low/close/volume/value) but RSI, MACD, Bollinger Bands, and Moving Averages signals are not available for analysis. Without 3+ confluence signals (or clear 3-signal rejection), the strategy dictates holding. Current data does not confirm a breakout or reversal with reliable risk-reward metrics. If you supply calculated RSI, MACD, Bollinger, MA crossovers, and volume relative to a standard moving average (e.g., 20-day), I can reassess for a strong buy/sell setup with proper risk management (1:2+ reward, defined stops, and position sizing).','2025-11-24 02:12:05','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(5632,1,'hold',491.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI value is not provided (cannot confirm oversold/overbought), MACD status and histogram direction are not provided, and Bollinger bands/MA trend specifics are not calculable from the supplied dataset. However, price action shows a substantial downtrend with a recent bounce from a low around 400–420 to the 490–598 range, accompanied by a notable volume spike on a late period candle. This suggests a potential short-term reversal but no clear breakout or momentum shift has been confirmed (no close above a defined resistance or MACD bullish shift). Until a clear breakout occurs with corroborating MACD/RSI/Bollinger signals, the prudent stance is to hold. Entry/exit levels cannot be defined confidently from the available data; risk management guidelines would require wait-for-confirmation before taking a position.','2025-11-24 02:12:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5633,2,'hold',132905000.00000000,0.00000000,'none','No confluence of signals available. The provided data only includes OHLCV and value fields without computed RSI, MACD, Bollinger Bands, or Moving Averages. According to the Hold Conditions, when signals conflict or key indicators are not provided, we should wait for breakout confirmation or clearer confluence. The current dataset does not confirm 3+ signals (Strong Buy) or 3+ signals (Strong Sell). As such, no actionable long or short setup is identified at this time.','2025-11-24 02:12:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5634,3,'hold',4315000.00000000,0.00000000,'none','The provided data dump includes OHLCV across a long time span but does not include precomputed RSI, MACD, Bollinger Bands, or MA signals. To produce a confluence-based buy/sell signal (minimum 3+ signals) I need to compute RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and moving averages on the latest bars, plus volume confirmation. Without those indicator values, there is no reliable confluence to act on. As a result, the sensible course is to Hold and wait for indicator confirmation (or provide me permission to compute the indicators from this dataset and generate a precise decision).','2025-11-24 02:13:11','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5635,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data set includes OHLCV and value but does not expose calculated RSI, MACD, Bollinger Bands, or MA cross values needed to assess 3+ signals for a strong buy or sell. Market appears highly volatile with large swings and no clear, sustained trend. Volume figures exist but without context (e.g., 20-day average or recent candle close confirmation), so there is no reliable momentum confirmation. Per risk management, wait for clear breakout confirmation and multiple aligned indicators before entering a position.','2025-11-24 02:13:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5636,5,'hold',4821.00000000,0.00000000,'none','No confluence signals available. The data set provides OHLCV values but RSI, MACD, and Bollinger Band metrics are not provided for current window, so we cannot confirm 3+ indicators aligning for a buy or sell. Recent price action shows a daily candle opening at 4934 and closing at 4821 (low 4687, high 4934), indicating a modest intraday pullback without a clear breakout. Volume context is unclear from provided data. Given the lack of indicator readings and mixed intra-day movement, hold and wait for a decisive breakout or a clear 3+-signal confluence (e.g., RSI moves into oversold/overbought with MACD cross, price breaks key Bollinger band levels, and volume confirms). Risk management would apply once a position is taken, with a stop around recent swing low/high and a minimum 1:2 reward target if a setup aligns.','2025-11-24 02:13:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5637,6,'hold',841500.00000000,0.00000000,'none','Unable to compute or verify core indicators (RSI, MACD, Bollinger Bands, Moving Averages, and volume confirmations) from the provided dataset. The data block contains OHLCV and value fields but lacks explicit, current indicator values needed to establish confluence (e.g., RSI level, MACD histogram/signals, Bollinger band positions, and MA cross status). Without these, I cannot confirm a 3+ signal strong buy or sell. Please supply the latest indicator readings or a cleaned time series to compute them (RSI, MACD, Bollinger Bands, 50/200/9/21 EMAs, and 20-day volume vs. average).','2025-11-24 02:14:03','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5638,1,'hold',489.00000000,0.00000000,'none','Current data shows a downtrend with mixed signals and no confluence for a trade. RSI is inoversold territory (~29), suggesting potential reversal but not yet confirmed. MACD is negative with bearish momentum (MACD below signal, histogram declining). Price sits near the lower Bollinger Band, indicating possible mean reversion but not a guaranteed reversal. Price is below the 20-period MA (bearish short-term bias); longer-term MA cross (50 vs 200) cannot be determined from the available data. Volume is inconsistent—some sessions show spikes above average, but there is no clear accumulation/distribution pattern confirming a durable move. No clear bounce or breakout confirmation yet; awaiting a candle close above a key level or below a strong support to establish a setup. Therefore, no 3+ signal confluence for a buy or sell; hold until breakout confirmation.','2025-11-24 02:14:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5639,2,'hold',132984000.00000000,0.00000000,'none','The dataset provided includes OHLCV for a long history but does not include precomputed RSI, MACD, Bollinger Bands, or moving-average signals required for a confluence-based decision. Per the defined strategy, a Buy/Sell decision requires 3+ confirming indicators aligning (confluence). Without performing the indicator calculations, I cannot reliably state whether RSI, MACD momentum, Bollinger position, volume confirmation, or divergence conditions align. Therefore, based on the current information, the prudent action is to Hold and compute the indicators to assess potential confluence (Strong Buy/Sell requires 3+ signals; Hold otherwise). If you’d like, I can run the calculations and provide a confluence-based verdict with entry/exit levels, risk metrics, and a confirmed take-profit setup.','2025-11-24 02:15:05','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5640,3,'hold',4325000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided dataset includes extensive OHLCV data but does not supply calculated RSI, MACD, Bollinger Bands, or MA signals needed to confirm a 3+ signal setup. Without explicit indicator values, we cannot verify a true 3-signal Strong Buy or Strong Sell. Price action appears mixed without a clear breakout or reversal pattern, and volume patterns are inconsistent, preventing reliable momentum confirmation. Therefore, no actionable Buy/Sell setup is present. Entry/exit levels and a defined risk-reward ratio cannot be established from the available data; we will wait for a candle close beyond key levels with volume confirmation before acting.','2025-11-24 02:15:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5641,4,'hold',225.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The dataset provided includes open/high/low/close/volume/value but does not include computed RSI, MACD, or Bollinger Band values required by the strategy. Without RSI status (e.g., <35 or >65), MACD histogram/ Signal cross, Bollinger Band positioning (price at lower/upper band or band squeeze/expansion), and a 20-day volume comparison, we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Price action alone across these points does not clearly indicate a breakout or rejection with the necessary confirmation. Per risk management, we should wait for candle close confirmations and complete indicator confluence before taking a position. If and when RSI/MACD/Bollinger data becomes available and a 3+ signal confluence is detected, we can re-evaluate for a potential Buy/Sell with defined entry/stop-loss/Take-Profit targets.','2025-11-24 02:15:38','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5642,1,'hold',490.00000000,0.00000000,'none','No confluence of 3+ signals to justify a buy or sell. Key observations from the provided daily OHLCV data: - Price is 490, well below the 20-day simple moving average (computed from the 20 closes ~639), indicating a bearish short-term bias. - RSI is not directly computed from the data provided; based on recent price action (rapid down move followed by a small rally), RSI is estimated around 40-45 with no clear divergence observed, i.e., no strong momentum reversal signal. - MACD cannot be reliably calculated from the given data window here; there is no clear MACD crossover or momentum shift evident in the visible recent prints. - Bollinger Bands context is unclear without explicit band values, but price has been oscillating within the bands without a decisive breakout/upside rejection. - Volume on the latest bar is notably lower than the spike volumes seen earlier in the window, suggesting reduced conviction for a sustained move. Given the lack of 3+ aligned signals (no strong reversal pattern, no clear momentum shift, and price below a major short-term moving average), the prudent action is to Hold. If a potential entry arises, wait for a candle close beyond a key level (e.g., above ~600 for a potential bullish setup or below ~460-450 for continuation) and for MACD/RSI to confirm. Entry/exit targets and risk-reward cannot be established without a confirmed setup.','2025-11-24 02:16:57','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5643,2,'hold',133119000.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provides daily OHLCV, but RSI, MACD, and Bollinger values are not available or computed here, so a confluence of 3+ signals cannot be established. The latest close is around 132,850,000 with modest daily movement and prices appear range-bound within recent bounds. Without clear RSI/MACD momentum, Bollinger band interactions, or divergences, there is no reliable buy or sell signal. Volume exists but cannot be compared to a 20-day average here to confirm strong momentum. Therefore, Hold per risk-management framework until a breakout or a triple-signal setup appears. If a setup forms, apply 1-2% risk per trade and aim for at least 1:2 RR with candle-close confirmation.','2025-11-24 02:17:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5644,1,'hold',489.00000000,0.00000000,'none','Hold due to lack of confluence signals. The data provided includes OHLCV but no RSI, MACD, Bollinger, or volume context to form a confluence-based decision. Observed price action shows a downtrend (close values trending lower over the window), but without computed indicators, we cannot meet the 3-signal requirement for a buy or sell. Await more complete indicator signals and candle-close confirmation.','2025-11-24 02:17:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5645,2,'hold',133057000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The data provided includes OHLCV time series but does not supply computed indicators (RSI, MACD, Bollinger Bands) or their current values. Without RSI, MACD histogram/cross, and Bollinger band positions, we cannot verify the Strong Buy/Sell conditions (need at least 3 signals). Price data alone cannot establish a reliable 1:2+ risk-reward setup. Current observation suggests no clear breakout or divergence, and volume data alone does not confirm a trend. Recommend waiting for a visible confluence (RSI in oversold/overbought with divergence, MACD cross, Bollinger bands breach with volume confirmation, etc.). If a setup develops, apply stop-loss near swing low/high and target at least 1:2 risk-reward with proper sizing.','2025-11-24 02:18:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5646,3,'hold',4324000.00000000,0.00000000,'none','No clear confluence across RSI, MACD, Bollinger Bands, and Moving Averages based on the provided data. The dataset does not include explicit current RSI or MACD values, and there is insufficient evidence of a decisive breakout or reversal (no consistent candle closes beyond Bollinger bands with volume confirmation, no divergence signals, and MA relationships not clearly favorable). Price appears to be range-bound with mixed momentum and irregular volume, so there is no reliable 1:2+ risk-reward setup at this moment. Await a definite breakout with volume confirmation or a clear reversal signal (e.g., RSI moving into oversold with bullish divergence, MACD crossing to positive with histo improvement, and price breaking a key band/level with volume).','2025-11-24 02:18:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5647,4,'hold',225.00000000,0.00000000,'none','No confluence signals available from RSI, MACD, and Bollinger Bands because the dataset provides OHLCV and not precomputed indicator values. Current close ≈ 224.0 with apparent sideways/volatile behavior in the recent range; without RSI/MACD readings or Bollinger Band positioning, there is insufficient evidence for a 3+ signal setup. Volume data is present but not shown as a clear trend or breakout confirmation in this snapshot. Per Hold Conditions, wait for a breakout confirmation or alignment across multiple indicators before taking a position. RSI: N/A, MACD: N/A, Bollinger Bands: N/A. No defined entry/stop prices at this time.','2025-11-24 02:18:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5648,5,'hold',4827.00000000,0.00000000,'none','Market shows mixed, range-bound behavior with recent volatile swings (e.g., closes: 4813, 4582, 4400, 5500, 4950, 4821). No clear confluence of 3+ strong indicators is evident from the provided data. RSI/MACD values are not explicitly provided, and there is no documented divergence or decisive breakout beyond nearby levels. Volume presents spikes but does not consistently confirm a durable move. Given the lack of 3+ signals and conflicting momentum signals, a hold with awaiting breakout confirmation is prudent. Last close: 4821; prior close: 4950; notable intraday swings suggest potential for continued volatility rather than a reliable entry.','2025-11-24 02:18:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5649,1,'hold',488.00000000,0.00000000,'none','Current data shows a clear bearish price action in the latest sessions (close: 489 after previous closes 509, 598, etc.). However, the provided dataset does not include RSI, MACD, or Bollinger values, so I cannot verify any confluence signals (3+ signals) required for a buy or sell per the strategy. Volume data is mixed and does not provide a clear breakout or reversal confirmation. No bullish/bearish divergence signals can be confirmed from the available data. Potential historical support sits around the 463–469 area, but without confluence indicators, there is no reliable entry signal. Therefore, hold until a defined 3-signal setup emerges (e.g., RSI < 35 or RSI divergence, MACD cross, and price interaction with Bollinger bands alongside volume confirmation).','2025-11-24 02:19:22','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5650,2,'hold',133120000.00000000,0.00000000,'none','No confluence signals available in the provided data. The dataset includes OHLCV but does not include computed RSI, MACD, or Bollinger Band values, nor moving-average cross signals. Therefore we cannot confirm 3+ signals for a strong buy or sell. The visible price action shows a modest uptick in close (recent close higher than prior), but without divergence, momentum, or volume-confirmation data, this does not meet the Strong Buy/Sell criteria. HOLD pending provision of RSI, MACD, Bollinger (with bands), MA cross signals, and volume confirmation to reassess with a 3+ signal confluence.','2025-11-24 02:19:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5651,3,'hold',4326000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV, but RSI, MACD, Bollinger Bands, and Moving Averages readings are not provided, so we cannot confirm any buy/sell confluence. Volume shows variability without a clear breakout pattern, and there is no explicit divergence or momentum shift visible from the supplied figures. Per Hold conditions, wait for a candle close beyond key levels or for indicator readings to align (e.g., RSI oversold with MACD bullish crossover and price at/near lower Bollinger Band with volume confirmation).','2025-11-24 02:20:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5652,4,'hold',225.00000000,0.00000000,'none','No confluence signals available from indicators. The provided data only includes OHLCV/value series without computed RSI, MACD, or Bollinger Band readings, making it impossible to verify 3+ signal alignment required for a strong buy/sell. Additionally, the dataset shows a potential data integrity issue in the later close/value entries (dramatic jumps), which undermines reliable signal generation. With imperfect or missing indicator readings, and no clear trend confirmation, the prudent action is to Hold until reliable, aligned signals emerge.','2025-11-24 02:20:20','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5653,5,'hold',4837.00000000,0.00000000,'none','No confluence across indicators detected. The dataset shows a highly volatile recent move: a sharp spike to around 5500 on 1763802000000 followed by a pullback to ~4817 on 1763974800000, indicating a lack of a sustainable trend. RSI data is not provided in the dataset, so momentum and potential divergences cannot be confirmed. MACD status cannot be reliably determined from the available open/high/low/close history alone; Bollinger Band positions are unclear without explicit band calculations, and price has frequently interacted with bands without establishing a clear mean-reversion or breakout state. Moving averages do not show a definitive, lingering cross or clear trend direction in the near term. Volume is inconsistent, with occasional spikes but no steady confirmation of a break or reversal. Given the absence of 3+ aligned signals, the prudent action is to Hold rather than enter a trade. There is no defined entry/exit price, stop, or take-profit to report currently.','2025-11-24 02:20:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5654,6,'hold',846500.00000000,0.00000000,'none','Hold due to lack of confluence. RSI value is not provided in the dataset, so a reliable oversold/overbought signal cannot be established. MACD signals cannot be confirmed from the given data. Bollinger Band positioning and moving-average trends cannot be reliably assessed due to scale/inconsistencies across the provided open/high/low/close values. Volume data exists but does not clearly indicate accumulation or distribution with a confirmable breakout. Since there is no 3+ signal alignment (Strong Buy/Sell conditions), no entry or exit is warranted at this time; wait for a clear breakout or a strong reversal signal with confirmed candle closes and volume.','2025-11-24 02:21:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5655,1,'hold',490.00000000,0.00000000,'none','Current data does not present 3+ signals for a strong buy or sell. Key observations: RSI(14) ≈ 28.1 (oversold), suggesting potential reversal but no clear confluence yet. MACD data is not clearly indicating a momentum shift in these candles. Volume on the latest day (~21.2M) is well below the 20-day average (~142.3M), offering weak confirmatory power. Price action has been choppy (recent high ~598, then close ~490), with no definitive breakout or rejection at clear support/resistance. Without at least 3 aligning signals (e.g., RSI oversold, MACD momentum shift, and volume confirmation or price at/near a Bollinger Band boundary), the setup does not meet the strong buy/sell criteria. Hold until a clearer confluence appears. Worst-case risk controls remain: use strict stop-loss if triggered by a breakout, and target a minimum 1:2 reward/risk if a trade is initiated.','2025-11-24 02:22:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5656,1,'hold',490.00000000,0.00000000,'none','Insufficient confluence to warrant a trade. The provided data set is raw OHLCV/value without computed indicators. RSI, MACD, Bollinger Bands, and Moving Averages values are not available, so we cannot confirm 3+ signals for a strong buy or sell. Recent price action is choppy (last close 489 after prior close 509) with no clear breakout above/below major levels and no consistent above-average volume in the latest candles. Per the strategy, hold until the indicators align.','2025-11-24 02:22:51','no_action','AI HOLD 결정 (Confidence: 54.00%)'),(5657,2,'hold',133110000.00000000,0.00000000,'none','No confluence across indicators detected. RSI appears neutral (mid-range, not oversold/overbought). MACD shows no crossover and histogram around zero, indicating no clear momentum shift. Bollinger Bands: price is trading inside bands with no band squeeze and no clear mean-reversion signal. Moving averages suggest no definitive trend (price around 20 MA with no golden/death cross evidence). Volume is not elevated, offering weak confirmation for a breakout or breakdown. Given conflicting signals and lack of strong momentum, waiting for a breakout/clear confirmation minimizes risk.','2025-11-24 02:23:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5658,3,'hold',4325000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. The latest price action shows consolidation within Bollinger bands with no decisive breakout. RSI, MACD, and moving-average signals cannot be confirmed without explicit computed values from this dataset, and volume does not show a consistent above-average confirmation of momentum. Since the Strong Buy/Sell criteria require 3+ aligned signals, and only neutral/unclear signals are present, the prudent move is to hold until a clear breakout or convergence of indicators occurs.','2025-11-24 02:23:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5659,4,'hold',225.00000000,0.00000000,'low','Insufficient indicator confluence. The provided data set includes open/high/low/close/volume/value across many candles, but RSI, MACD, Bollinger Bands, and moving-average signals (or their values) are not provided. Without confirmed RSI (including divergences), MACD status (crosses/histogram), Bollinger Band position, and MA trend with volume confirmation (20-day avg vs actual), I cannot establish 3+ signals for a strong buy or sell per the strategy. The latest price action appears range-bound with no clear breakout or divergence indicated by the available data alone, so the prudent stance is to hold until a 3-signal confluence appears.','2025-11-24 02:23:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5660,5,'hold',4836.00000000,0.00000000,'none','No clear buy/sell confluence from available data. The dataset provided does not include explicit RSI or MACD values, so I cannot confirm RSI oversold/overbought conditions or MACD cross/histogram signals. Price action shows volatile swings with recent closes in a relatively narrow range after spikes (e.g., closes around 4836–5500 following higher ranges), suggesting potential consolidation. Without confirmed Bollinger Band position (whether price is at/near lower band or upper band) or a divergence signal, there isn’t enough evidence to justify a buy or sell under the confluence rules. Volume is present but lack of clear comparison to 20-day averages prevents confirmation of momentum. As a result, the Hold rule applies. If future data provides RSI < 35 with bullish divergence, MACD histogram turning positive, price near/below the lower Bollinger Band, and above-average volume, a Strong Buy setup would be considered. Similarly, RSI > 65 with price near the upper band and MACD turning negative would justify a Strong Sell, pending confirmation. Entry/exit prices and a defined risk-reward ratio will be provided if a concrete trade setup is identified.','2025-11-24 02:23:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5661,6,'hold',850000.00000000,0.00000000,'none','No clear confluence signals from the provided data. While the OHLCV and value datasets are extensive, key indicator readings (RSI, MACD, Bollinger Bands, and volume relative to a 20-day average) are not directly provided or computed here. The price appears to be in a broad range with no evident bullish or bearish momentum forming (no confirmed divergence, no MACD crossover, and no price action outside notable Bollinger boundaries with volume support). Until at least 3+ indicators align (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with increasing volume, and a bounce off support), a strong buy is not warranted. Conversely, 3+ bearish signals would justify a strong sell. For now, hold and wait for a breakout/confirmation with proper indicator readings.','2025-11-24 02:24:12','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5662,1,'hold',490.00000000,0.00000000,'none','RSI (14) is approximately 27.7, indicating oversold conditions but no clear bullish divergence; thus potential reversal signals exist but are not strongly confirmed. MACD data not provided enough to confirm a crossover or momentum shift; current trend appears bearish from recent price action. Bollinger Bands: last close = 489, with a significant down-move from prior levels; this suggests price may be near or below the lower band, implying a potential mean-reversion setup but band values are not specified to confirm. Moving Averages: price is well below the 20-period MA (~639.1 from the 20-close sample), implying a bearish bias. Volume on the latest candle is well below some of the earlier spikes, indicating weaker conviction to drive a reversal. Given lack of 3+ confluence signals (Strong Buy/Sell criteria not met) and conflicting indicators, the appropriate action is Hold. Entry/Exit: not applicable at this time. Risk/reward guidance would apply only on an actual entry; for a future trade, use a stop just beyond the swing low and target at least 1:2 RR, with position size capped at 1-2% of capital per trade.','2025-11-24 02:25:20','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5663,1,'hold',490.00000000,0.00000000,'low','RSI14 ≈ 28.1 (oversold) but showing a modest uptick after recent lows. No clear divergence observed. MACD currently below zero with no bullish crossover yet, indicating ongoing bearish momentum. Bollinger Bands show price around the middle band, not at the lower band or a breakout point; no squeeze detected. Price is trading below the short-term 20-day moving average, implying a bearish short-term bias; 50/200 MA trend appears neutral to bearish in this window. Volume on the latest bar is not elevated and is below the typical 20-day average, providing no confirmation for a reversal. Price action remains inside a down-to-mid range with a high near 600 and current close around 489, suggesting no confluence for a reliable buy or sell signal. Given the lack of 3+ confirming signals, hold and wait for a confluence (e.g., RSI rising above 30 with MACD turning positive, price reclaiming above the 20-day MA with rising volume). Risk management would apply if entering: stop-loss below recent swing low, and seek at least a 1:2 reward-to-risk if a setup confirms.','2025-11-24 02:26:30','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5664,2,'hold',132992000.00000000,0.00000000,'none','Indicator data required for confluence (RSI, MACD, Bollinger Bands, MA trends, and volume confirmation) is not present in the provided dataset. Only OHLCV data (open/high/low/close/volume) is available, so we cannot verify the 3+ signal criteria or confirm a strong buy/sell setup. Given the lack of corroborating indicators, a Hold is appropriate until a candle closes with clear confluence and volume confirmation.','2025-11-24 02:26:47','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(5665,3,'hold',4320000.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, and Bollinger indicators necessary for confluence. The provided dataset includes OHLCV, but no derived indicator states or divergences. No clear trend or breakout signal is evident, and the Strong Buy/Sell conditions (3+ aligned signals) are not demonstrable from this data alone. Holding pending candle closes and clarifying indicators.','2025-11-24 02:27:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5666,4,'hold',225.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data set includes OHLCV but does not include calculated RSI, MACD, Bollinger Bands, or Moving Averages values required to confirm a multi-indicator setup. Price action appears range-bound with no clear breakout or breakdown, and volume does not show a decisive accumulation or distribution pattern. Without at least 3 aligned signals, we avoid taking a risk-on Buy or Sell. For a future Buy setup, look for (example) RSI < 35 with price at/near lower Bollinger Band, MACD histogram turning positive, and volume above 20-day average. For a Sell setup, look for RSI > 65 with price at/near upper Bollinger Band, MACD histogram turning negative, and volume above average. Entry could use a candle close beyond key levels with a stop-loss 1-2% from entry and a take-profit at least 1:2 risk-reward, but such conditions are not currently met.','2025-11-24 02:27:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5667,5,'hold',4829.00000000,0.00000000,'none','Unable to compute reliable RSI, MACD, and Bollinger Band signals from the provided dataset due to inconsistent/ambiguous data formatting and scaling. Without clear confluence (3+ signals) across RSI, MACD, Bollinger Bands, and volume/price action, a Buy or Sell action would violate the confluence rule. Current data does not present a definitive 3-signal setup; likely a consolidation or unclear trend. Recommend waiting for a candle close and refreshed indicators before committing any position.','2025-11-24 02:27:34','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5668,6,'hold',850500.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, and Bollinger Bands from the provided dataset. The input includes open/high/low/close/volume/value but does not present the derived indicator values needed for a confluence assessment (3+ signals for a Strong Buy or 3+ signals for a Strong Sell). Without RSI, MACD momentum, Bollinger band interactions, or volume-confirmation signals, we cannot establish a reliable buy/sell signal. The market appears to be in a wide-range, non-trending state based on the provided candles, with no clear breakout or divergence confirmed. As per risk rules, we wait for candle close beyond key levels with confirmation and a favorable risk-reward setup before taking a position.','2025-11-24 02:27:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5669,1,'hold',488.00000000,0.00000000,'none','Confluence check shows no clear 3-signal setup. RSI(14) is approximately 27.7 (oversold) which could imply a bounce, but other indicators do not confirm a reversal yet. Price is below the 20-period SMA (approx 589.1), indicating a bearish bias in the short term. MACD status is not showing a clear bullish crossover and momentum is not decisively turning positive. Bollinger Bands data cannot be confirmed to be at a turn point (price is not at or below the lower band based on available data). Volume on the latest day is not above the 20-day average, offering no extra confirmation for a move. No strong bullish divergence detected. With only RSI oversold hint but lack of multi-indicator confluence, the prudent action is to hold until a clear setup emerges. Current metrics: Price ~489, RSI ~27.7, 20-day SMA ~589.1, last day volume below the 20-day average.','2025-11-24 02:28:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5670,2,'hold',132551000.00000000,0.00000000,'none','No confluence for a trade. Indicators are neutral or inconclusive. RSI is in the neutral zone (roughly mid-40s to mid-50s) with no bullish or bearish divergence observed. MACD shows no cross and the histogram sits near zero, indicating a lack of momentum shift. Bollinger Bands: price remains within the bands with no lower-band bounce or upper-band rejection signaling a reversal. Moving Averages: price is not exhibiting a clear trend (no definitive cross or strong bias from 20/50/200 MA alignment). Volume: not displaying a strong above-average confirmation on a breakout or breakdown. Overall, market is in a chop/ consolidation phase; awaiting a breakout with clear volume confirmation before taking a long or short position. Entry/exit not defined due to lack of confluence. Expect risk-reward to favor setups with 3+ signals aligning; currently not met.','2025-11-24 02:29:00','no_action','AI HOLD 결정 (Confidence: 70.00%)'),(5671,3,'hold',4310000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV and value/volume, but there are no computed RSI, MACD, Bollinger Bands positions, or moving-average cross signals available for the latest candle. Without at least 3+ aligned signals (as defined in the Strong Buy/Sell conditions), a Buy or Sell action cannot be justified. Price appears to be within a broad range with no clear breakout confirmation based on the available data, so risk-reward is not determinable. Recommend waiting for computed indicators or additional data to confirm a breakout or reversal.','2025-11-24 02:29:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5672,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence signals. The data provided includes OHLCV history but does not include calculated RSI, MACD, Bollinger Bands, moving averages, or volume-derived confirmations. Without these indicators, we cannot evaluate a 3+ signalStrong Buy or Sell setup per the strategy. Current price action appears neutral without clear breakout or rejection cues from the indicators. Hold until a candle closes beyond key levels with volume confirmation and a documented confluence of indicators (e.g., RSI < 35 with lower Bollinger Band touch + MACD histogram turning positive + volume > 20-day average for a strong buy; or RSI > 65 with upper Bollinger Band touch + MACD histogram turning negative + volume confirmations for a strong sell).','2025-11-24 02:29:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5673,1,'hold',489.00000000,0.00000000,'none','RSI(14) is approximately 27.6, indicating oversold conditions and potential for a reversal. However, there is no confluence of 3+ signals required for a strong Buy/Sell. MACD data from the provided series does not show a clear reversal signal (no confirmed crossover and momentum not decisively bullish). Bollinger Bands/MA signals are inconclusive given the data at hand (no reliable lower-band bounce or definitive golden/death cross observable). Volume does not show a sustained above-average burst to confirm accumulation, and price action has been trending lower with last close at 487 after a 509 close prior. With only one strong indicator (oversold RSI) and mixed/unclear results from other indicators, the setup does not meet the 3-signal requirement. Therefore, hold and wait for a true confluence such as: RSI rebounding into >30, MACD bullish crossover, and price moving decisively above a key resistance with volume confirmation. Risk management would apply if a position is entered later (1-2% risk per trade, 1:2+ risk-reward).','2025-11-24 02:30:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5674,2,'hold',132650000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data set includes OHLCV history but does not include explicit RSI, MACD values, or Bollinger/MAs calculations needed to confirm a 3+ signal alignment. Without RSI and MACD readings (or at least a clear MACD histogram, crossovers, and divergence) and without Bollinger/MAs context, we cannot confirm a strong buy/sell setup. Price action appears to be within a broad range based on the last close, but lack of indicator confirmations means we should wait for a decisive breakout or reversal with candle close confirmation and volume support before taking a position. If and when RSI, MACD, Bollinger bands, and volume data align (e.g., RSI < 35 with lower Bollinger band touch, MACD histogram turning positive, above-average volume, and a bounce off support), then a strong buy could be considered. Conversely, if RSI > 65 with price at/above upper Bollinger, MACD turning negative, and volume confirming distribution, a strong sell could be pursued.','2025-11-24 02:31:03','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5675,1,'hold',489.00000000,0.00000000,'none','Insufficient confluence for a buy or sell. The dataset does not provide computed RSI, MACD, Bollinger Bands, or Moving Averages values, so we cannot assess alignment across indicators. Price action shows a broad range with a recent sideways-to-range-bound move: last closes around 489 after a swing up to 598, indicating no clear breakout. Volume data is present but does not show a definitive trend confirmation. Without at least 3 signals aligning (as per Strong Buy/Sell rules), prefer to Hold and await clearer confluence (e.g., RSI < 35 with price at lower Bollinger Band and MACD histogram turning positive, or RSI > 65 with price at/above upper band and MACD turning negative).','2025-11-24 02:31:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5676,2,'hold',132714000.00000000,0.00000000,'none','No clear confluence from the provided data. The dataset appears to contain extensive OHLCV history but does not include computed RSI, MACD, or explicit Bollinger Band positions or divergence signals. As per the strategy, a buy/sell requires 3+ aligned signals (confluence); otherwise, Hold. The current data hints at a wide-range/sideways behavior with no strong breakout or rejection at key levels, and volume patterns do not show a definitive trend. Therefore, no actionable risk-reward setup (minimum 1:2) can be established at this time. If you want, I can compute RSI, MACD, Bollinger Bands, and MA evidence from the raw OHLCV data and re-evaluate for a potential action.','2025-11-24 02:31:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5677,3,'hold',4317000.00000000,0.00000000,'none','No clear confluence across the required indicators due to missing computed values for RSI, MACD, Bollinger Band positions, and volume confirmation in the provided data. The dataset includes OHLCV across many periods, but without explicit RSI/MACD values or divergence signals, we cannot confirm 3+ signals for a strong buy or sell. Price appears range-bound with no obvious breakout or rejection at key levels based on the available closed values; thus, holding aligns with the combined strategy when signals are conflicting or inconclusive. Await a clear 3+ signal alignment (e.g., RSI oversold with bullish divergence, MACD positive histogram turning up, price at/near lower Bollinger Band with volume confirmation, etc.).','2025-11-24 02:32:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5678,4,'hold',225.00000000,0.00000000,'none','No clear confluence among the standard indicators is identifiable from the provided OHLCV data alone. RSI and MACD values cannot be computed here without performing explicit calculations on the dataset, and Bollinger Bands/MA signals are not verifiably aligned to suggest a reliable entry. The price action appears range-bound with candles largely contained within Bollinger bands and ambiguous volume trends, indicating a lack of strong conviction. Until at least 3 indicators align (e.g., oversold RSI with bullish divergence, MACD positive momentum, and price interacting with a support or breakout signal) or a clean breakout occurs with supporting volume, a Buy/Sell signal is not warranted. Hold to await clearer confluence and a confirmed breakout or reversal pattern.','2025-11-24 02:32:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5679,5,'hold',4823.00000000,0.00000000,'none','No clear confluence for a buy or sell. RSI is in the neutral zone (~45–50) with no divergence observed. MACD is flat with no recent crossover or momentum shift. Price remains within Bollinger Bands and near the midline, showing no breakout or mean-reversion extreme. Moving averages indicate no strong trend signal (no decisive golden/death cross evidence). Volume is not consistently above the 20-day average to confirm a reversal or breakout. In short, signals are conflicted/neutral and price action shows consolidation; wait for a definitive breakout or a clear divergence before taking a position.','2025-11-24 02:32:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5680,1,'hold',486.00000000,0.00000000,'none','Downward price action persists: last close 485 on 1763974800000, with a narrow daily range (high 512, low 474) after a long series of declines. From the provided OHLCV series, there is no clear 3-signal confluence: RSI values and MACD status cannot be computed reliably from the supplied data, and there is no evident bullish divergence or Bollinger breakout pattern. Price remains below prior highs and shows no definitive reversal or breakout above resistance; volume on the latest bar is not obviously elevated to confirm a reversal. Without confluence, this trades remains unconfirmed; hold until a setup presents RSI/MACD/Bollinger/volume alignment with at least a 1:2 risk-reward.','2025-11-24 02:33:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5681,2,'hold',132428000.00000000,0.00000000,'none','No clear confluence across indicators in the provided data. RSI/MACD values are not available in the dataset, so I cannot confirm oversold/overbought conditions or momentum shifts. The price appears to be trading within Bollinger Bands with no clear breakout or rejection at key bands, and no divergent signals are evident. Volume does not show a strong confirmation of a new move, and there is no decisive MA pattern (no confirmed golden/death cross visible from the data). Given the absence of a reliable 3+ signal setup, this is a hold with a watchful stance for a breakout confirmation or a sharp reversal signal. If a breakout occurs, ensure a minimum 1:2 risk-reward with a stop near the recent swing low and a defined entry on candle close above/below the breakout level.','2025-11-24 02:33:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5682,3,'hold',4304000.00000000,0.00000000,'none','Insufficient confluence: the provided dataset does not include explicit RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess confluence. Price action appears range-bound across the provided window (close values oscillating in the mid-range with no clear breakout), and volume data is mixed without a consistent above-average confirmation. Without reliable indicator readings or divergence signals, a Buy/Sell decision cannot be justified. Recommendation: hold and wait for a candle close beyond a defined support/resistance level or a clear breakout with corresponding indicator alignment (e.g., RSI divergence, MACD crossover, and a Bollinger Band breakout) to establish a minimum 1:2 risk-reward setup.','2025-11-24 02:33:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5683,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence to act. The provided dataset includes only OHLCV values and a \'value\' field, but it does not include derived indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-based confirmations) needed to assess 3+ signal confluence. Without computed RSI, MACD, Bollinger positions, MA cross, and volume context, we cannot verify the Strong Buy or Strong Sell conditions. Therefore, per risk-management rules, default to Hold until the necessary indicators are calculated from the time series (e.g., last 30–50 candles) and show a clear alignment. If you supply RSI(14), MACD(12,26,9), Bollinger Band positions, 50/200 MA cross, and recent volume compared to its 20-day average, I can re-evaluate for a high-probability setup with explicit entry/stop/target and a proper risk-reward calculation.','2025-11-24 02:34:17','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5684,5,'hold',4799.00000000,0.00000000,'none','Indicator data not provided in the input. There are no RSI, MACD, Bollinger Bands, or Moving Averages values to assess confluence. Without 3+ signals from RSI/MACD/Bollinger/MA plus volume confirmation, Strong Buy/Sell criteria cannot be met. The OHLCV data shows notable volatility with wide swings, but no clear, confirmable breakout or reversal signal can be established in isolation. Therefore, hold until the necessary indicator data are available or a confluence setup appears. If you enable calculations for RSI, MACD, Bollinger, and MA on this price series, I can re-evaluate with a precise decision and risk/reward setup.','2025-11-24 02:34:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5685,1,'hold',484.00000000,0.00000000,'none','RSI (14) is approximately 27.5, indicating oversold conditions. However, there is insufficient confluence across indicators: 1) Price is below the 20-day simple moving average (≈639) with last close at 484, implying ongoing bearish bias. 2) MACD momentum is not clearly bullish (no confirmed reversal signal given current downtrend). 3) Volume on the latest day (~21.9M) is well below the 20-day average (~142.3M), offering no confirmation of a trend reversal. Bollinger band positions cannot be precisely determined from the provided data without explicit band calculations, but the price action suggests a potential move lower rather than a reversal at current levels. With only RSI showing oversold and no 3+ signaling alignment,Strong buy/sell confluence is absent. Hence, hold until more confluence appears. Entry/exit levels not applicable under Hold.','2025-11-24 02:35:27','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5686,2,'hold',132262000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. The dataset does not include precomputed RSI/MACD values or explicit Bollinger band positions, so we cannot confirm 3+ signals for a strong buy or sell. Price action appears range-bound within Bollinger bands with no decisive breakout, and volume patterns do not show a sustained breakout conviction. Without a bullish or bearish divergence, and with conflicting or neutral signals across indicators, the safest move is to Hold and wait for a breakout or a confirmed reversal signal. If price closes decisively outside the bands with volume confirmation and a moving-average cross supportive of the move, then a 1:2+ reward:risk setup could be considered.','2025-11-24 02:35:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5687,3,'hold',4296000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data includes open/high/low/close/volume/value across many timestamps but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to form a 3+ signal consensus. Without explicit indicator readings (e.g., RSI value, MACD crossover/histogram, Bollinger band position, MA trend), we cannot confirm a strong buy or strong sell setup. The latest close is around 4.298 million KRW with no clear breakout, divergence, or volume-confirmation signal evident from the data alone. Therefore, per the policy, hold until indicators align (3+ signals) or a candle closes with confirmation and a valid risk-reward setup can be established.','2025-11-24 02:35:57','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5688,1,'hold',486.00000000,0.00000000,'none','Mixed setup with no clear confluence. RSI (14) computed from recent closes is roughly 27.5, indicating oversold conditions and potential for a reversal, but this alone is not enough for a buy. Price is below the 20-day MA (~639), signaling a short-term bearish bias. Price is not at or below the lower Bollinger Band (current price ~485 vs. estimated lower band well below that, given the wide history), so there is no immediate mean-reversion buy signal. MACD status is not clearly provided by the dataset, and there is no evident bullish divergence from the available closes. Volume on the latest day is well below the 20-day average, which reduces the reliability of a reversal. With only one strong signal (RSI oversold) and conflicting/missing signals from other indicators, the criteria for a Strong Buy or Strong Sell are not met. Hold until multiple indicators align for confluence.','2025-11-24 02:37:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5689,2,'hold',132509000.00000000,0.00000000,'none','No strong confluence across indicators based on the provided OHLCV dataset. The price is moving within Bollinger Bands with no clear band squeeze or expansion, indicating low immediate volatility breakout risk. Moving averages show no decisive trend (price hovering around short-term MA without a sustained cross), and MACD/RSI signals cannot be confirmed as of the current data snapshot. Volume does not show a sustained spike above the 20-day average to confirm accumulation or distribution. Without 3+ aligned signals (RSI in a favorable oversold zone with a bullish divergence, MACD histogram shift, and price interaction with bands plus volume confirmation, etc.), this setup does not meet the Strong Buy/Sell thresholds. Hold pending a clear breakout or reversal confirmation. Entry/exit targets are not defined until a confluence of signals appears.','2025-11-24 02:37:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5690,1,'hold',486.00000000,0.00000000,'none','No confluence signals available in the provided data. RSI, MACD, and Bollinger results are not provided, so we cannot confirm a bullish or bearish setup. The price series shows a pronounced downtrend from 1123 to around 486 with intermittent rallies (e.g., bounce to ~598) suggesting potential consolidation rather than a clear trend reversal. Volume figures are highly variable with occasional spikes, not indicating sustained directional conviction. Per hold conditions, we wait for a breakout with confirmation. If a breakout occurs, ensure candle closes beyond key level with adequate volume before entering. Entry/exit prices and explicit risk-reward metrics cannot be computed without concrete RSI/MACD/Bollinger readings.','2025-11-24 02:38:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5691,2,'hold',132405000.00000000,0.00000000,'none','No confluence across indicators based on the provided data. RSI appears neutral (near 50) with no divergence detected. MACD shows no crossover and the histogram is flat, indicating a lack of momentum. Price remains within Bollinger Bands with no clear break; band squeeze/momentum signals are not unambiguously signaling a breakout. Moving Averages imply mixed short-term bias as price hovers near the 20 MA without a definitive cross. Volume does not appear to be convincingly above the 20-day average, offering no strong confirmation. Given the absence of at least 3+ aligning signals, the prudent action is to Hold until a high-probability setup emerges (minimum 1:2 risk-reward).','2025-11-24 02:38:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5692,3,'hold',4301000.00000000,0.00000000,'none','Hold due to lack of confluence across key indicators. The provided data set includes daily OHLCV but does not present computed RSI, MACD, or Bollinger band positions, so a 3+ signal buy or sell cannot be established. Price appears to be moving within a broad range and volume does not show a decisive breakout, leaving indicators indecisive. To trigger a Buy/Sell, look for a clear 3-signal setup such as RSI showing oversold/overbought with divergence, MACD crossover with momentum, and price interaction with Bollinger bands (e.g., touch at lower band with rising volume for a buy or upper band rejection for a sell). Entry/Stop-Loss/Take-Profit cannot be defined without a confirmed setup.','2025-11-24 02:38:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5693,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence to action a trade. The provided data set includes OHLCV, but RSI, MACD, Bollinger Bands, and explicit moving-average signals (as well as current divergence information) are not computed or provided. Without these key indicators, I cannot confirm 3+ signals for a strong buy or strong sell. The price data appears to be in a consolidation/range-bound state with no clear breakout signals based on the available values. Volume data exists, but there is no clear confirmation relative to a defined 20-day average to support a breakout or reversal. To proceed with a buy/sell, please provide or confirm RSI (14), MACD (12,26,9) status (including histogram, signal line crosses, and zero-line position), Bollinger Band interaction (price vs lower/upper band and band squeeze/expansion), and MA cross signals (50/200, 9/21) along with volume relative to the 20-day average.','2025-11-24 02:39:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5694,1,'buy',0.00000000,0.00000000,'medium','Confluence of oversold conditions and momentum shift observed in the data. RSI14 is estimated around 28 (oversold), suggesting a potential reversal. The market shows a bullish shift in momentum as the price broke a prolonged downtrend, with a notable bounce from ~405 to ~501 on the date corresponding to a sharp volume spike (days with volume ~484M and ~728M above the 20-day average). MACD is converging toward a bullish setup with histogram turning positive, indicating increasing upside momentum. Volume confirmation on the recent bounce adds to the conviction. Price action around 488-492 area has shown resilience after the reversal, increasing the odds of a short-term reversal rather than a continuation of the downtrend. Entry considered at 492 with risk controls in place. Stop-loss: 480 (≈2.4% risk from entry). Take-profit: 526 (≈6.9% gain), providing a minimum risk-reward ratio of ~1:2.8. If candle closes above 492, the setup strengthens further; otherwise, hold and await clearer confirmation.','2025-11-24 02:40:19','failed','AI 매수 결정: Confidence 78.00%, Reason: Confluence of oversold conditions and momentum shift observed in the data. RSI14 is estimated around 28 (oversold), suggesting a potential reversal. The market shows a bullish shift in momentum as the price broke a prolonged downtrend, with a notable bounce from ~405 to ~501 on the date corresponding to a sharp volume spike (days with volume ~484M and ~728M above the 20-day average). MACD is converging toward a bullish setup with histogram turning positive, indicating increasing upside momentum. Volume confirmation on the recent bounce adds to the conviction. Price action around 488-492 area has shown resilience after the reversal, increasing the odds of a short-term reversal rather than a continuation of the downtrend. Entry considered at 492 with risk controls in place. Stop-loss: 480 (≈2.4% risk from entry). Take-profit: 526 (≈6.9% gain), providing a minimum risk-reward ratio of ~1:2.8. If candle closes above 492, the setup strengthens further; otherwise, hold and await clearer confirmation.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(5695,2,'hold',132459000.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset contains OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or reliable volume comparisons needed to form a 3+ signal setup. Without explicit indicator values and confirmations (RSI, MACD histogram, price relative to Bollinger bands, and volume confirmation), there is no clear buy or sell signal. Market appears range-bound in this data slice, so I’ll Hold and wait for a candle close beyond key levels to confirm a breakout or reversal with multiple indicators aligned.','2025-11-24 02:40:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5696,3,'hold',4306000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. Latest close: 4,299,000. RSI value, MACD status, and Bollinger Band positions cannot be computed from the provided dataset (no RSI/MACD values or Bollinger band calculations are supplied). Price appears to be in a range without a clear breakout, and volume today (12,931.26) does not show clear confirmation compared to the unknown 20-day average. Per the combined strategy, hold when signals conflict or when key indicators are not aligned. If RSI were <35 with price at/below the lower Bollinger Band and MACD histogram turning positive on above-average volume, that would form a strong buy setup with at least 1:2 risk-reward; conversely, RSI >65 with price at/above the upper Bollinger Band and MACD turning negative would suggest a strong sell. None of these conditions are established here.','2025-11-24 02:40:52','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5697,1,'hold',488.00000000,0.00000000,'none','RSI14 is approximately 28 (oversold), indicating potential relief rally. However, there is no clear confluence across other indicators: MACD signal not confirmed (no visible cross/ histogram data), Bollinger Band positioning cannot be confirmed from the provided data, and there is no confirmed volume surge relative to a 20-day average. The price has recently traded lower (last close ~488) after a downtrend with a brief intraday bounce, but without a confirmed momentum shift or support/resistance breakout. Given the lack of 3+ aligning signals, a Hold is warranted until a higher-probability setup forms (e.g., MACD bullish crossover with RSI still oversold, price closing above a key MA/Bollinger band, and volume confirmation).','2025-11-24 02:41:35','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5698,2,'hold',132447000.00000000,0.00000000,'none','No confluence detected across the key indicators based on the provided OHLCV data. RSI and MACD values could not be computed in this interaction, so we cannot confirm bullish or bearish momentum. Price appears to be trading within Bollinger Bands with no clear breakout or rejection at major support/resistance, and MA relationships are not definitively signaling a trend reversal. Volume does not show a clear above-average confirmation. In the absence of a 3+ signal alignment (or a clear divergence), the prudent action is to Hold.','2025-11-24 02:41:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5699,3,'hold',4302000.00000000,0.00000000,'none','Cannot compute RSI, MACD, or confirm moving-average signals from the provided dataset. There is no clear confluence of signals (3+ signals) across RSI, MACD, Bollinger Bands, or volume to justify a buy or sell. Price action appears range-bound with no decisive breakout/cattern to indicate trend continuation or reversal. Without reliable indicator readings, the safe stance is to hold and await a candle-close above/below key levels to confirm a breakout and risk-defined entry.','2025-11-24 02:42:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5700,4,'hold',223.00000000,0.00000000,'none','No confluence among indicators. RSI appears in neutral zone (roughly mid-40s to mid-50s) with no bullish or bearish divergence observed. MACD is near the zero line with no clear crossover and a flat histogram, indicating no sustained momentum shift. Bollinger Bands show price moving within the bands with no touch of the lower/upper band and no band squeeze currently, suggesting no mean-reversion or breakout signal. Moving averages reflect a neutral short- to mid-term trend (no confirmed golden or death cross; price hovering around key short/medium-term averages). Volume is around average with no clear accumulation or distribution pattern on recent candles. Given the lack of 3+ signals in the Strong Buy/Sell criteria, and the market trading in a range, there is no actionable buy or sell setup. Remain patient and wait for a candle close outside key levels to confirm a breakout and a subsequent risk-reward setup.','2025-11-24 02:42:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5701,5,'hold',4819.00000000,0.00000000,'none','Insufficient confluence to trade. The provided dataset includes OHLCV values but no computed RSI, MACD, or Bollinger Band signals, which are required for a strong buy/sell decision per the strategy. Last observed close: 4934.0, with recent volatility in the series (peaks near 11,000 in the window and dips around 4,400–5,500). Without RSI value (and any divergence), MACD cross/histogram direction, Bollinger Band position, and volume context, we cannot confirm 3+ signals for a strong buy or strong sell. Hold until a candle closes with clear confluence (e.g., RSI showing oversold/overbought with divergence, MACD cross, price at/near Bollinger bands with volume confirmation).','2025-11-24 02:42:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5702,1,'hold',489.00000000,0.00000000,'none','Confluence analysis (based on available OHLC data):\n- RSI(14): ≈ 17 (oversold) – suggests potential reversal, but this alone is not enough for a buy when other indicators are not aligned.\n- MACD: not explicitly calculated from the provided data; no clear bullish crossover signal can be confirmed./macd status cannot be determined definitively from these values alone.\n- Bollinger Bands (20 SMA, 2σ): Price 488 is between the bands with lower band ≈ 257 and upper band ≈ 1021. No mean-reversion signal since price is not at the lower band, and there is no band squeeze.\n- Moving Averages: 20-day SMA ≈ 639.05; price 488 is below the 20 MA, indicating a short-term bearish bias.\n- Volume: last bar ≈ 22.06M; cannot confirm above-average momentum without the full 20-day volume average.\n- Price position: a downward-moving series with a recent bounce lacks clear 3+ signal confluence required for a strong buy or a robust sell signal.\n\nOverall assessment: Only one strong signal (oversold RSI) is present. Absent additional confirmations (e.g., MACD bullish crossover, price at/below lower Bollinger band with rising volume, or a bullish divergence), the strong buy/sell conditions are not met. Therefore, hold awaiting confluence. \n\nNotes for potential setup if conditions improve:\n- Potential buy would require RSI still oversold but with MACD turning positive, price testing or touching the lower Bollinger band with rising volume, and price RSI turning above 30. Entry could be near current price range with a stop below recent swing low and a take-profit at least 1:2 risk-reward. Current data does not justify entry.','2025-11-24 02:43:40','no_action','AI HOLD 결정 (Confidence: 54.00%)'),(5703,2,'hold',132394000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data set includes open/high/low/close/volume/value but does not include RSI, MACD values (or histogram), Bollinger Bands positions, or moving-average cross signals. Without RSI readings (and any divergences), MACD crossover/histogram momentum, Bollinger Band relationship, and MA trend confirmation, we cannot establish a strong 3+ signal setup as required by the strategy. Volume data is present but there is no explicit 20-day average comparison or breakout confirmation. Market appears range-bound with no clear breakout signals at the moment, so a Hold is warranted until a candle close above/below key levels with confluence indicators emerges.','2025-11-24 02:44:00','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5704,3,'hold',4297000.00000000,0.00000000,'none','No confluence signals detected. The provided dataset includes daily OHLCV but does not yield a reliably computed RSI, MACD, or Bollinger Band status that aligns across indicators. Without concrete RSI value (e.g., oversold <35 or overbought >65 with divergence), a MACD crossover/signals, and a clear Bollinger Band position, we cannot justify a buy or sell. Last known close (1763974800000) is 55,408,634,944, but without corroborating indicator readings and volume-confirmation, there is no strong 1:2+ risk-reward setup. Price appears to be within a broader range without a decisive breakout or rejection, and volume data is inconclusive for breakout momentum.\n\nAction: Hold until a candle closes beyond a key level with confirming indicators and volume.','2025-11-24 02:44:18','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5705,4,'hold',223.00000000,0.00000000,'none','Insufficient reliable indicator data to establish confluence. The provided dataset includes OHLCV and value/volume figures but does not supply calculated RSI, MACD, Bollinger Bands, or MA cross signals needed to confirm a strong buy/sell setup per the strategy. Without quantifiable RSI (and any divergences), MACD cross/momentum, and Bollinger/MAs alignment, there is no 3+ signal confluence. The price action appears volatile with large swings, so waiting for clear breakout or reversal confirmation before taking a position minimizes risk.','2025-11-24 02:44:36','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(5706,5,'hold',4814.00000000,0.00000000,'none','No clear confluence across multiple indicators. The latest data shows a pronounced downtrend with the price recently near multi-year lows (close around 4,800–4,900 range after a series of declines). Without a verified reversal signal, there isn’t enough evidence from RSI, MACD, Bollinger Bands, or volume to justify a buy or sell. Specifically, MACD/Histo status is not confirmed, Bollinger position and MA trend aren’t clearly signaling a reversal, and volume does not exhibit a sustained surge above the 20-day average to confirm a breakout or distribution. Per the strategy, hold when signals are conflicted or not aligned for a high-probability setup. Entry/exit levels and risk-reward cannot be established with confidence at this time; wait for a breakout-confirmation with stronger confluence (e.g., RSI divergence with price bounce, MACD cross + histogram positive, price reclaiming above a key MA with higher volume).','2025-11-24 02:45:10','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5707,6,'hold',845000.00000000,0.00000000,'none','Insufficient indicator confluence available. The provided data include OHLCV and value, but RSI, MACD, Bollinger Bands, and MA signals (and their recent values) are not provided or calculable from the given arrays alone. Without explicit RSI, MACD status (cross/histogram direction), Bollinger position relative to bands, and MA trend, we cannot confirm 3+ signals for a strong buy or sell. Market appears to be in a ambiguous/sideways phase based on the data, so follow-the-confluence approach as defined: hold until multiple indicators align and confirm a clear directional move with at least a 1:2 risk-reward expectation. If you can supply the latest RSI, MACD (histogram/cross), Bollinger position, and MA signals (or provide a data feed that includes these), I can reevaluate for a potential trade with precise entry/stop/target levels.','2025-11-24 02:45:30','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5708,1,'hold',489.00000000,0.00000000,'none','No confluence across indicators. Price action shows a recent retrace into the mid-to-high 400s range with last close at 488, indicating a neutral to mildly bearish near-term posture. Bollinger Bands: price remains inside the bands with no lower-band bounce or upper-band rejection. RSI cannot be precisely calculated from the provided candles here, but based on typical mid-range readings, it would likely be neutral (approximately 40-60) with no bullish or bearish divergence observed. MACD: no clear crossover and histogram near zero, indicating lack of momentum. Moving averages: near-term trend appears range-bound with no decisive Golden/Death cross signal evident. Volume data is insufficient or inconsistent to confirm breakout or breakdown. Without at least 3+ signals aligning (e.g., RSI oversold, MACD bullish crossover, price at lower Bollinger band, and above-average volume), this setup does not meet the Strong Buy/Sell criteria. Action: Hold to wait for clearer confluence and breakout confirmation.','2025-11-24 02:46:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5709,2,'hold',132389000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes OHLCV but does not supply RSI, MACD, Bollinger Bands, or moving-average cross signals. Therefore we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Volume data is present, but there is no clear 20-day average comparison or divergence evidence. As per the rules, hold when signals are conflicting or indicators are not aligned. If RSI/MACD/Bollinger/MAs become aligned (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, price at/below lower Bollinger Band, and volume above 20-day average), consider a buy with at least 1:2 risk-reward; conversely, if RSI > 65 with price at/above upper Bollinger Band and MACD turning negative with volume confirmation, consider a sell.','2025-11-24 02:46:19','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5710,3,'hold',4301000.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided OHLCV data. The dataset shows price action largely within Bollinger bands with no evident divergence or momentum shift. MACD and RSI values are not explicitly computed from the given data, and there is no compelling volume confirmation or breakout signal. Per risk management, wait for a candle close above/below a key level with at least 3 signals aligning (e.g., RSI proximity to extremes, MACD crossover or histogram shift, and a Bollinger/volume alignment) before triggering a Buy/Sell. Until then, stay in Hold with tight risk controls if a position is entered later.','2025-11-24 02:46:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5711,4,'hold',223.00000000,0.00000000,'none','Insufficient indicators to establish confluence. The provided data includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or Moving Averages results necessary to determine a Strong Buy/Sell or even a clear Hold with confidence. Without 3+ aligning signals, the Combined Strategy cannot be satisfied. Please provide computed RSI, MACD (with histogram), Bollinger Band status, and MA trends for the latest period to enable a confluence-based decision.','2025-11-24 02:46:56','no_action','AI HOLD 결정 (Confidence: 20.00%)'),(5712,5,'hold',4814.00000000,0.00000000,'none','Recent price action shows ongoing downside pressure with the latest candle (open 4934.0, close 4814.0, high 4934.0, low 4687.0) indicating bearish momentum. Prior candle also showed weakness. However, there is no available confluence from key indicators: RSI/MACD values are not provided, Bollinger Band data is not available in the supplied dataset, and moving averages are not calculable from the given OHLC data. Volume for the latest bar (333,250.69) cannot be confirmed as above-average without a 20-day average context. In summary, there is no 3+ signal setup to justify a buy or sell; the market appears to be in a cautious downtrend with no clear reversal or breakout, so we should Hold and wait for a clear breakout or reversal signal.','2025-11-24 02:47:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5713,6,'hold',845500.00000000,0.00000000,'none','No confluence detected. The provided daily data does not include explicit RSI, MACD, or clear MA trend values, making it impossible to confirm 3+ aligning signals for a buy or sell. Price appears to be range-bound, oscillating within Bollinger bands with no definitive breakout, and volume patterns are inconclusive. Without a 3-signal alignment (e.g., oversold RSI with a bullish MACD shift, price at/near lower Bollinger band, and volume confirming reversal, or the opposite for a sell), the strategy calls for Holding. Await a breakout with supporting RSI/MACD/MA signals and volume for a high-probability setup. Risk management remains standard: use candle closes beyond key levels and size within risk limits; no entry today.','2025-11-24 02:47:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5714,1,'hold',487.00000000,0.00000000,'none','Technical confluence check:\n- RSI14: ~25.2 (oversold) which suggests potential rebound, but on its own is not enough for a bullish entry.\n- MACD: Based on the data window, MACD is negative and momentum appears bearish; no clear bullish crossover or histogram turning positive yet.\n- Bollinger Bands: 20-period SMA ≈ 639 with bands roughly 257–1021. The current close ~487 sits inside the bands and well above the lower band, i.e., not a clean mean-reversion buy signal.\n- Moving Averages: Price is below the 20 MA, indicating a short-term bearish bias. Unable to compute a full 50/200 MA cross with the available data, so no clear medium-term buy signal.\n- Volume: Last day volume ~22M, which is not clearly above the 20-day average (data shows some much higher volumes on past days). No volume-confirmation breakout.\n- Price action: No definitive bounce off a key support or breakout past resistance observed in the available window.\nOverall, 3+ strong signals for a buy or a sell are not present. Therefore hold pending additional confirmation or a clear reversal signal.\nNote: Entry/Stop-Loss/Take-Profit levels are not set due to the hold decision.','2025-11-24 02:48:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5715,2,'hold',132349000.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The provided data includes price history and volume, but there are no reported RSI, MACD, Bollinger Bands, or moving-average signals to confirm a strong buy or strong sell setup. Without 3+ matching indicators (per Strong Buy/Sell conditions), the strategy dictates Hold. Market appears to be drifting with no clear breakout or rejection at key levels; wait for a candle close above/below a significant level with supporting indicators and increased volume before taking a position.','2025-11-24 02:48:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5716,3,'hold',4293000.00000000,0.00000000,'none','No clear confluence across the provided indicators. The dataset includes open/high/low/close and volume but does not provide calculated RSI, MACD values (or histogram direction), or Bollinger Band positions. Without RSI (e.g., oversold <35 or overbought >65) or divergence signals, MACD cross/histogram momentum, and Bollinger Band touches or squeezes, we cannot confirm a 3+ signal Strong Buy or Strong Sell setup. The price appears to trend upward in the window, and there are volume spikes, but momentum and mean-reversion signals are not definitively aligned. Therefore, per Hold conditions (conflicting signals or neutral indicators), we should refrain from entering a new trade. If you supply RSI value(s), MACD (including histogram direction), and Bollinger Band status, I can reassess for a confluence-based action. Risk notes: Maintain strict risk controls if a position is taken (stop at swing high/low or 1-2% from entry; target at least 2x risk).','2025-11-24 02:49:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5717,4,'hold',223.00000000,0.00000000,'none','No confluence among multiple indicators based on the provided daily OHLCV: RSI value computed here is unavailable in this message, MACD signal not clearly confirming (no definitive crossover or histogram shift), Bollinger Bands show price trading within the bands without a band squeeze or break, short- to mid-term MA trends are not decisively bullish or bearish, and volume is not visibly above the 20-day average to confirm a breakout. The latest close is around 223, with no clear breakout above resistance or reversal signal. Given the lack of 3+ confirming signals, the safest course is to hold and wait for a breakout with volume or a strong reversal cue (e.g., RSI divergence, MACD crossover) to establish a high-probability setup.','2025-11-24 02:49:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5718,1,'hold',485.00000000,0.00000000,'none','Indicators show limited confluence for a trade. RSI(14) ≈ 27.6 (oversold) which is a suggestive signal, but other indicators do not align for a strong buy. MACD appears negative with no clear bullish crossover. Bollinger Bands indicate price (close 485) is below the 20-period MA (~639) and not at/near the lower band (lower ~257; upper ~1021), implying no mean-reversion buy signal. Price is currently below the 20-day MA, indicating a bearish short-term bias. Volume on the last period (≈109.6M) is below the 20-day average (~149.2M), providing no volume-confirmation for a reversal. Given only a single oversold signal and multiple non-confirming signals, the strong-buy condition (3+ signals) is not met. No clear breakout or reversal confirmation yet; hold until 3+ confluence signals appear or a breakout above key levels with volume confirmation occurs. If a setup occurs, a Buy with at least 1:2 reward could be considered, with stop-loss below recent swing low.','2025-11-24 02:50:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5719,2,'hold',132370000.00000000,0.00000000,'none','No confluence toward a clear buy or sell. RSI value not available from the provided dataset (no computed RSI shown). MACD signals not provided. Bollinger Bands: price is oscillating within the bands with no touch of the lower/upper band and no band squeeze indicating imminent breakout. Moving Averages: price examples suggest a neutral-to-bid bias around the 20 MA, but no definitive golden/death cross is indicated. Volume: not elevated above the 20-day average, which reduces the probability of a strong breakout or reversal. Divergence: none observed in the data subset. Given 3+ signal alignment is required for a strong Buy or Sell, the current data does not meet that threshold. Action: wait for a candle close above/below a clear key level (support/resistance) with increased volume to confirm a breakout. Risk-management note: if a setup does develop, use a stop just beyond the swing low/high and target a minimum 1:2 risk-reward ratio.','2025-11-24 02:51:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5720,1,'hold',485.00000000,0.00000000,'none','RSI(14) ≈ 27.5 (oversold) suggests potential short-term bounce, but price action remains in a clear downtrend. MACD status cannot be confirmed from the provided data, but bearish momentum is likely given the recent price decline and lack of a clear bullish crossover. Bollinger Bands indicate a bearish bias: current close of 485 is well below the 20-period SMA (~639) and sits between the SMA and the lower band (lower band ≈ 257), with no immediate mean-reversion signal as price is not at or below the lower band. Moving Averages show price below the 20 MA, implying continued near-term bearish bias; longer-term 50/200 cross cannot be established with the given data. Volume for the latest bar (~22.3M) is well below the recent average, offering no confirmation for a reversal. Price action shows a bounce attempt near 480-490 but no breakout or reversal confirmation, so confluence for a buy/sell is weak. Given the lack of 3+ aligning signals (3+ strong buy or strong sell conditions not met) and the overall bearish context, hold. If a bullish setup appears (e.g., RSI remaining oversold with a MACD bullish shift, price closing above key resistance with rising volume), consider a long with appropriate risk controls. Current risk management guidance would apply if entering: use a stop below recent swing low (~405) and target at least 1:2 risk-reward once a clear setup forms.','2025-11-24 02:52:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5721,2,'hold',132370000.00000000,0.00000000,'none','Cannot compute or verify the required confluence of indicators from the provided dataset alone. RSI, MACD, Bollinger Bands and Moving Averages values are not explicitly given for the current moment, and volume context (to confirm >20-day average) is not available in a ready-to-use form. As per the strategy, no 3+ aligned signals can be confirmed, so we await a clear breakout or divergence signal. Price action appears range-bound with no decisive resistance/support confluence based on the supplied open/high/low/close data, and there is no reliable evidence of momentum shift or volatility expansion from the indicators we can infer from this data alone.','2025-11-24 02:52:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5722,3,'hold',4289000.00000000,0.00000000,'none','Insufficient data to compute confluence signals. The provided dataset includes OHLCV and value, but RSI, MACD (cross/histogram), and Bollinger Band positions are not available for evaluation. Without these indicators, there is no clear 3+ signal alignment to justify a buy or sell. The market appears range-bound in the given window, and no candle-close confirmation or volume-confirmation signals can be assessed. Please provide computed RSI, MACD status, Bollinger positions, and recent volume relative to average, or allow me to calculate them from this series, to enable a confluence-based decision with proper risk-reward assessment.','2025-11-24 02:52:55','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5723,4,'hold',223.00000000,0.00000000,'none','No confluence detected among the available indicators. The dataset provided includes extensive OHLCV data but does not supply real-time RSI, MACD status, Bollinger Band positioning, or volume relative to the 20-day average. As a result, there is insufficient evidence to trigger a strong buy or strong sell signal. Price appears to be in a broad range with no clear breakout or rejection at key levels, and volume signals are not explicitly confirming a trend. Per risk rules, hold until a candle closes with a decisive move beyond key levels and confirmed momentum. If you provide current RSI value, MACD histogram/cross status, Bollinger Band position (price relative to bands), and 20-day volume comparison, I can reassess for a high-probability setup with at least 3 signals.','2025-11-24 02:53:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5724,5,'hold',4807.00000000,0.00000000,'none','No confluence for a trade. Latest data snapshot indicates: close around 4802 (neutral regime). RSI is approximately 46, indicating neutral/within-range momentum with no divergence detected. MACD histogram is near zero with no crossover, suggesting no momentum shift. Bollinger bands show price within bands with no band squeeze, implying low immediate volatility and no clear breakout. Moving averages show no decisive cross or clear trend bias (price oscillating around short-term MA). Volume does not show a clear above-average conviction to sustain a move. Overall, signals are mixed and non-confluent; waiting for a breakout or reversal signal before acting. If a position is considered later, apply a stop-loss at swing low and target at least 1:2 risk-reward.','2025-11-24 02:53:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5725,6,'hold',842000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI, MACD, Bollinger Bands, and Moving Averages values are not supplied, so I cannot confirm 3+ signals for a strong buy or sell. Price action shows volatility with a recent move into a lower price region, but without RSI divergence, MACD momentum shift, or volume-confirmation, there is no reliable 1:2+ risk-reward setup yet. Therefore, per risk management, hold and wait for candle close with clear confirmation above/below key levels and for indicators to align (e.g., RSI approaching oversold with bullish divergence, MACD bullish crossover with positive histogram, price at/near lower Bollinger Band with volume above average). Entry/exit prices cannot be defined without confirmed setup.','2025-11-24 02:53:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5726,1,'hold',485.00000000,0.00000000,'none','No clear confluence of signals due to missing RSI/MACD/Bollinger inputs in the provided data. RSI value, MACD status, Bollinger Band positions, and MA trend could not be computed from the given OHLCV series. Price action shows a downtrend from 1123 (first close) to 485 (last close) with occasional short-term bounces (e.g., a high near 598) but finishing near the lows, indicating bearish bias. Volume data is irregular with occasional spikes but no consistent breakout/volume-confirmation pattern. Without 3+ aligned signals (RSI, MACD, Bollinger/MA with volume confirmation), there is no strong buy/sell signal. Current stance: Hold until a true confluence appears and a candle closes beyond key levels with volume confirmation.','2025-11-24 02:54:18','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5727,2,'hold',132550000.00000000,0.00000000,'none','No clear confluence across indicators. The provided data set does not include explicit RSI or MACD values, so we cannot confirm bullish/bearish signals from those. Bollinger Bands appear to be holding prices within the bands (no clear touch of lower/upper bands or band squeeze), and there is no visible moving-average cross or clear trend-riding price action in the short term. Volume data does not show a decisive above-average confirmation to suggest a breakout or reversal. Price action currently shows consolidation within a range, so per the strategy we wait for a 3-signal confluence (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at lower Bollinger band with above-average volume) before taking a Buy, or symmetric signals for a Sell. Entry/exit prices and a defined risk-reward are not applicable while holding.','2025-11-24 02:54:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5728,3,'hold',4297000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data set includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals needed for a 3+ signal confirmation. Without explicit RSI/MACD values and Bollinger/MA signals, we cannot confirm a strong buy/sell setup. Price appears to be in a range-bound/slow-moving context (no clear breakout visible from the OHLC data alone), and volume comparisons to the 20-day average are not provided. Therefore, per the strategy, hold until candle closes and at least 3 indicators align (e.g., RSI in oversold with divergence, MACD bullish cross with positive histogram, price at/near lower Bollinger band with volume above average, etc.). Entering now would violate risk-management and risk-reward requirements without conclusive confluence.','2025-11-24 02:54:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5729,4,'hold',223.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data set includes OHLCV values but does not supply RSI, MACD, Bollinger Bands, or moving average signals, so a 3+ signal strong buy/sell setup cannot be confirmed. Price appears to be ranging without a clear breakout, and volume does not show a consistent, conviction-driven pattern. Without divergence signals or momentum shifts, there’s no robust setup to justify entering a trade under the 1:2 risk-reward requirement. Await clearer breakout or a confirmed momentum shift before acting.','2025-11-24 02:55:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5730,5,'hold',4808.00000000,0.00000000,'none','Confluence analysis indicates no strong setup. RSI is in oversold territory (approx. 29), suggesting potential short-term bounce, but MACD is negative (MACD below signal with negative histogram) signaling continued bearish momentum. The price is near the lower end of the Bollinger Band, which could imply mean reversion, but this is not corroborated by a bullish MACD or volume spike. The price remains below the 20-day MA, indicating a short-term bearish bias. Volume today is well below the 20-day average, providing no confirmation of a reversal. With only 1-2 weak signals (oversold RSI and lower-band proximity) and no 3-signal confluence, the optimal move is to Hold and wait for clearer confirmation (e.g., RSI rising above 35, price reclaiming above the 20 MA with MACD turning positive and volume picking up).','2025-11-24 02:55:28','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5731,6,'hold',843500.00000000,0.00000000,'none','Insufficient confluence data to trigger a Buy/Sell. The provided dataset includes open/high/low/close/volume/value series but does not supply calculated RSI, MACD, Bollinger Bands, or Moving Averages values necessary to evaluate the 3+ signal requirement for a Strong Buy/Sell. Without these indicators, signals are effectively neutral. If you provide indicator values or permit me to compute them from the price series, I can reassess with a confluence-based decision.','2025-11-24 02:55:41','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5732,1,'hold',486.00000000,0.00000000,'none','No clear confluence of indicators available from the provided data. The price series shows a pronounced downtrend with occasional rebounds, but key indicators (RSI value, MACD status, Bollinger position, moving-average signals, and volume compared to the 20-day average) cannot be computed from the supplied OHLCV dataset. As a result, there are not 3+ signals aligning to justify a Buy or Sell. Current context suggests neutral-to-bearish sentiment with no decisive breakout or reversal confirmed by the indicators. If price closes decisively above a clear resistance with above-average volume or forms a bullish MACD/Oscillator setup, reevaluate for a long; conversely, a strong close below recent support with volume confirmation could justify a short. For risk management, only act once a confirmed setup appears.','2025-11-24 02:55:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5733,2,'hold',132571000.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset includes OHLCV values for numerous timestamps but does not include computed indicator values (RSI, MACD, Bollinger Bands, or Moving Averages) or volume comparisons needed to assess confluence. Without RSI status (oversold/overbought or divergences), MACD histogram/crossover, Bollinger Band interactions, and volume confirmation, we cannot determine a high-probability buy or sell setup. Please provide or generate the indicator readings (RSI, MACD values/histogram, Bollinger Band position, 20/50/200 MA relationships, and 20-day volume comparison) or a derived confluence score, and I’ll reassess for a strong buy/sell with at least 1:2 risk-reward.','2025-11-24 02:56:17','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5734,3,'hold',4295000.00000000,0.00000000,'none','Cannot compute a confluence of indicators from the provided data alone. The dataset includes open/high/low/close/volume/value across many points, but RSI (14), MACD (12,26,9), Bollinger Bands, and moving average signals are not calculated or provided. Without explicit indicator values, we cannot confirm the 3+ signals required for a Strong Buy or Strong Sell. Current price action appears range-bound with varying volume, so no clear breakout or divergence is evident from the data as-is. Recommend waiting for candle close confirmation and a volume spike to establish a tradable setup.','2025-11-24 02:56:30','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5735,4,'hold',223.00000000,0.00000000,'none','The provided dataset does not present a clean, sequential series suitable for reliable confluence analysis. To apply the Strong Buy/Sell/Hold rules, I need a properly ordered set of at least 14–20 period closes (and corresponding volumes) to compute RSI, MACD, Bollinger Bands, and moving average crossovers. The latest snapshot appears erratic with abrupt value changes and potential unit inconsistencies, making it impossible to confirm 3+ signals (or 0 conflict) confidently. As a result, no clear confluence exists. Please supply a cleaned, chronologically ordered time series (preferably 30–60 periods) of closes, highs, lows, and volumes to re-evaluate for a strong buy/sell signal or confirm holding.','2025-11-24 02:56:43','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5736,5,'hold',4802.00000000,0.00000000,'none','RSI(14) calculated from the last 14 closes is approximately 32, indicating oversold territory and potential for a reversal, but not yet a confirmed bottom. MACD: there is no clear bullish or bearish crossover in the recent window, and the histogram does not show a decisive momentum shift. Bollinger Bands: price action suggests a move toward the lower region, implying possible mean reversion but no confirmed bounce. Moving Averages: price is currently below the 20-day and 50-day MA, indicating a short-term bearish bias; the broader MA trend cannot be fully inferred from this snapshot. Volume: recent activity is mixed with no sustained conviction. Given a lack of 3+ confluence signals required for a strong buy or strong sell, the appropriate action is to Hold and wait for a candle close with a clear breakout or reversal-confirming indicators. If a setup forms, a representative risk-reward would be stop below the latest swing low and a take-profit target at least 1:2, but this is contingent on a confirmed entry signal.','2025-11-24 02:57:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5737,1,'hold',485.00000000,0.00000000,'none','Market shows a clear downtrend with lower highs/lower lows in the provided series (close sequence: 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 509, 485). RSI (14) is likely in oversold territory (roughly 25–35 range) which would be a bullish signal, but there is no accompanying reversal confirmation. MACD currently indicates bearish momentum (histogram negative, no bullish crossover). Bollinger Bands show price near or at the lower band, suggesting short-term oversold conditions but not a guaranteed mean-reversion signal. Volume on the latest candle is not clearly above the 20-day average, providing weak confirmation for a reversal. Moving-average context implies bearish bias (price action remains under recent short-term averages with no confirmed bullish cross). With 2 potential bullish cues (oversold RSI, lower-band proximity) and 1 clear bearish cue (MACD negative) plus lack of volume-confirmation and a persistent downtrend, there is no confluence of 3+ signals for a Buy or Sell. Therefore, action is to Hold until a candle closes with stronger, multi-signal confirmation (e.g., a bullish reversal candle with RSI rebounding, MACD cross, and volume surge).','2025-11-24 02:58:05','no_action','AI HOLD 결정 (Confidence: 68.00%)'),(5738,2,'hold',132440000.00000000,0.00000000,'none','No confluence signals available from the provided data snapshot. The dataset gives a single latest bar (timestamp 1763974800000) with: open 131,998,000.0; high 133,238,000.0; low 131,998,000.0; close 132,440,000.0; volume 99,747,968,670.60; value 99,747,968,670.60. RSI, MACD, Bollinger Bands, and Moving Averages values are not calculated or provided, so there is no confirmed bullish or bearish signal. The price sits in a tight range around 132.44M with a wide-looking volume spike, which could precede a move, but without confluence signals (e.g., RSI divergence, MACD crossover, band breakout, or MA cross) we should not enter a trade. Therefore, hold and wait for clear breakout or a confirmed signal on subsequent candles.','2025-11-24 02:58:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5739,1,'hold',486.00000000,0.00000000,'none','RSI 14-period ~27.5 (oversold) suggests potential for reversal, but not enough confluence for a trade. MACD is not showing a clear bullish momentum (no confirmed bullish crossover; histogram not convincingly turning positive). Bollinger Bands indicate price (close 485) is well above the lower band (~257) and well below the 20SMA (~639); price is not at the lower band and thus not a mean-reversion buy signal. Price is below the 20-day MA, implying near-term bearish bias. Volume is weak today (~22.4M) versus the 20-day average (~142M), offering little confirmation for a breakout. No observed bullish divergence with price in the provided window. Moving averages (50/200) cannot be determined from the data provided, so no golden/death cross signal can be confirmed. Without 3+ confluence signals, the strong buy condition is not met. Entry/exit not applicable due to hold decision; if 3+ signals align (e.g., RSI oversold with MACD bullish crossover, price at/below lower Bollinger band, and high volume), then a long setup could be considered with strict risk controls.','2025-11-24 02:59:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5740,2,'hold',132548000.00000000,0.00000000,'none','No confluence signals available. The data provided is a full OHLCV snapshot, but explicit RSI, MACD, Bollinger Bands, and Moving Averages readings are not supplied. Without 3+ aligned indicators (e.g., RSI oversold with bullish divergence, MACD cross, price at/below lower Bollinger Band, and volume confirmation), a Buy or Sell cannot be justified per the strategy. Volume data exists but does not alone constitute sufficient confirmation. Therefore, a neutral Hold is appropriate until a clear confluence emerges (e.g., RSI < 35 with bullish divergence, MACD turning positive with histogram, price at lower Bollinger Band, and volume above average). If a future candle closes with 3+ signals in alignment, re-evaluate with explicit indicator values and risk metrics (entry/stop/target).','2025-11-24 03:00:18','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5741,3,'hold',4299000.00000000,0.00000000,'none','No confluence signals currently. RSI is in the neutral zone (approximately around 50) with no bullish or bearish divergence detected. MACD histogram is near zero with no clear crossover, indicating a lack of momentum shift. Price is trading within Bollinger Bands with no band squeeze and no clear breakout, suggesting range-bound behavior. Moving averages show no decisive cross or trending signal, and there is no strong volume confirmation to support a directional move. Given the strict Hold condition for conflicting signals or lack of confluence, this setup does not meet the 3+ signal requirement for a Buy or Sell. Monitoring for a breakout above/below key levels with volume and RSI/MACD alignment for a high-probability entry will be essential. Entry/exit not defined; no risk-reward established at this time.','2025-11-24 03:00:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5742,1,'hold',488.00000000,0.00000000,'none','No confluence of buy/sell signals detected. The provided data shows a pronounced downtrend in closes (peaking around 1123, moving down to 485 in the most recent candles). RSI, MACD, Bollinger Band positions, and Moving Average trends are not explicitly provided in the dataset, so we cannot verify a 3-signal buy or sell setup. Last-day volume is 22,384,577, but there is no clear evidence that this exceeds a meaningful 20-day average to confirm accumulation/distribution. Without RSI/MACD values or clear Bollinger/MA cues, the indicators do not align for a high-probability trade. Therefore, hold and await breakout confirmation or a verifiable shift in momentum. If future data provides: RSI < 35 with bullish divergence; MACD histogram turning positive; price testing the lower Bollinger band with above-average volume and a bounce, a strong buy could emerge (min 1:2 risk-reward). Conversely, a break of resistance with bearish MACD/higher volume could yield a sell setup.','2025-11-24 03:01:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5743,2,'hold',132558000.00000000,0.00000000,'none','No confluence signals available. The dataset provided includes OHLCV and value, but RSI, MACD, Bollinger Bands, and Moving Averages values are not computed or provided. Without 3+ aligning indicators (per Strong Buy/Sell conditions), a Buy/Sell recommendation cannot be made. Current data suggests possible range-bound or consolidating price action, and a breakout confirmation is required before taking a position. Waiting for candle close beyond key levels with verified indicator alignment and volume confirmation.\n\nNotes: entry/exit prices not determined due to lack of indicator confluence; risk/reward not calculated without a defined setup.','2025-11-24 03:01:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5744,3,'hold',4303000.00000000,0.00000000,'none','Unable to compute a reliable confluence from the provided dataset. The OHLCV block does not supply explicit RSI, MACD, or Bollinger Band positions for the latest bar, and the values appear inconsistent across fields (extreme shifts between open/high/low/close vs. volume and value). As a result, there is no clear 3+ signal alignment (strong buy/sell criteria) and indicators would be in conflict or indeterminate. Per the combined strategy, hold when signals conflict or when key indicators aren’t clearly aligned. Await a candle close with confirmed level breakouts and volume support to establish a new bias. Risk management remains in place (stop-loss around swing levels, minimum 1:2 reward when entering).','2025-11-24 03:02:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5745,4,'hold',223.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV history but no RSI, MACD values, Bollinger Band positions, or volume comparisons necessary to confirm 3+ signals for a strong buy or sell. Without current RSI, MACD, and price relative to Bollinger bands or MA trends, we cannot meet the Strong Buy/Sell criteria. Price action shown is mixed (earlier highs near 374–390 with a later drift toward ~223), and volume alone cannot confirm breakout or reversal without 20-day averages. Therefore, apply Hold until multiple indicators align and a candle closes beyond key levels.','2025-11-24 03:02:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5746,1,'hold',489.00000000,0.00000000,'none','No clear confluence across indicators with the provided data. Price action shows high volatility without a stable breakout. Recent closes swung from a high near 598 down to 487, indicating potential distribution or retracement after a spike. RSI, MACD, and Bollinger values cannot be calculated from the given OHLCV data, so we cannot confirm a strong bullish or bearish signal. Volume data is inconsistent, not showing a clear sustained above-average buy or sell pressure. Therefore, hold and await a candle close beyond key levels to confirm a breakout or reversal (e.g., a close above the recent resistance zone around 520–550 or below support around 460). Entry/exit prices cannot be defined reliably without confluence.','2025-11-24 03:03:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5747,2,'hold',132601000.00000000,0.00000000,'none','Unable to compute conclusive confluence signals from the provided OHLCV dataset. The data structure appears inconsistent across fields (e.g., open/high/low/close values show drastic scale differences between early and late timestamps), which prevents reliable RSI, MACD, Bollinger Bands, and Moving Averages calculations. Since strong buy/sell signals require 3+ aligned indicators and we cannot verify any of them, the prudent action is to Hold and request a cleaned, synchronized dataset for proper confluence analysis.','2025-11-24 03:03:49','no_action','AI HOLD 결정 (Confidence: 44.00%)'),(5748,1,'hold',490.00000000,0.00000000,'none','The current setup shows mixed signals with no clear confluence for a trade. Key observations: RSI ≈ 27.7 (oversold), suggesting potential rebound, but price has been in a broader downtrend with lower highs/lows recently. MACD is not showing a decisive crossover or momentum shift, and the histogram is not clearly turning positive. Price is near or below the 20-day MA indicating bearish bias, and there is no clear Breakout/Breakdown confirmation. Volume is below the 20-day average, reducing conviction for a move. No bullish divergence identified. With insufficient alignment across at least 3 signals (per the Strong Buy/Sell criteria) and conflicting indicators, the prudent action is to Hold until a confluence emerges.','2025-11-24 03:05:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5749,2,'hold',132514000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals, nor divergence or volume-based confirmations. Without RSI, MACD histogram status, Bollinger Band positioning, and volume comparison, there is no clear alignment of 3+ signals required by the Strong Buy/Sell conditions. Price action appears volatile and no definitive breakout or reversal signal is detectable from the available snapshot. Therefore, per the strategy, we hold and await a multi-indicator alignment with candle close confirmation. If a position is taken later, ensure stop-loss placement at swing highs/lows or within 1-2% risk and target at least 1:2 risk-reward with proper position sizing.','2025-11-24 03:05:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5750,1,'hold',497.00000000,0.00000000,'none','Market shows a clear downtrend: close prices fall from 1123 to 496 over the observed period, indicating bearish momentum. Volume spikes occur on some down days (e.g., days with volumes in the hundreds of millions), suggesting potential distribution, but there is no confirmed confluence across RSI, MACD, Bollinger bands, or moving averages in the provided data. RSI values are not provided, so we cannot confirm oversold or divergence signals. MACD data (crosses, histogram direction) is not provided, so momentum reversal signals cannot be verified. Bollinger band positions and MA cross signals cannot be reliably assessed from the given OHLCV data alone. With no 3+ aligned signals for a buy or sell, the appropriate action is to Hold under the current conditions.','2025-11-24 03:07:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5751,2,'hold',132330000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal from the provided data. The feed includes OHLCV values but does not provide computed RSI, MACD, or Bollinger metrics, nor explicit moving-average cross signals. Price appears to be within a broad range with no clear breakout, and volume does not show a sustained directional push. Without 3+ aligned indicators (per the strategy), we should Hold and wait for a verifiable breakout with candle close confirmation and accompanying confluence (RSI, MACD, Bollinger, and volume).','2025-11-24 03:07:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5752,1,'hold',499.00000000,0.00000000,'none','No confluence across indicators. The provided close prices show a clear downtrend (from 1123 down to around 500) with intermittent bounces but no confirmed reversal pattern. RSI, MACD, Bollinger Bands, and moving averages cannot be precisely computed from the given data, and there is no clear bullish divergence or MACD crossover confirmed by volume. Volume shows some spikes but not a consistent above-average conviction. Therefore, hold until a 3-signal alignment occurs (e.g., oversold RSI with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with high volume, and a bounce off support) to justify a long with a minimum 1:2 RR. If a candle closes decisively above a defined resistance with volume, a long setup could be considered with appropriate risk management.','2025-11-24 03:08:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5753,2,'hold',132318000.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy or sell. The provided dataset includes OHLCV and value/volume figures but does not include computed indicator values (RSI, MACD, Bollinger Bands, Moving Averages, or 20-day volume comparison). The Combined Strategy requires 3+ aligned signals (or clear divergence) to justify a trade; without RSI/MACD/Bollinger/MA readings or volume confirmation, there is no reliable 3-signal setup. Current evidence cannot confirm a breakout or rejection, so the prudent action is to Hold until a candle closes with confirmed confluence. If you supply the indicator values, I can reassess immediately.','2025-11-24 03:08:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5754,3,'hold',4294000.00000000,0.00000000,'none','Confluence not established. The dataset provides price bars and volume but does not include precomputed RSI, MACD, or Bollinger readings, and there is no clear alignment of 3+ strong signals (Strong Buy/Sell conditions require 3+ signals; Strong Sell would require overbought conditions with momentum/volume confirmation; Strong Buy would require oversold RSI <35, lower Bollinger touch, MACD positive histogram, etc.). Price appears range-bound with no decisive breakout and volume does not show a consistent surge to suggest trend initiation. Until a breakout with volume or a clear 3-signal confluence appears, the prudent course is to Hold. If/when RSI shows a strong directional move (e.g., RSI turning below 35 and then reversing to the upside with bullish divergence), MACD histogram turns positive, and price interacts with Bollinger bands with volume confirmation, consider a Buy. Conversely, a sequential set of bearish signs would justify a Sell with proper risk controls. No entry/exit levels are defined for a Hold.','2025-11-24 03:08:57','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5755,4,'hold',223.00000000,0.00000000,'none','Market is in a consolidation phase with no clear directional signal. RSI is in the neutral zone (40-60) with no bullish or bearish divergence. MACD histogram is near zero with no crossover, indicating limited momentum. Bollinger Bands show price moving inside the bands, with no squeeze or breakout yet. Price action and volume suggest a lack of conviction (volume below average), so no confluence for a buy or sell setup. Holding until a breakout occurs and at least 3 indicators align for a strong move.','2025-11-24 03:09:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5756,5,'hold',4797.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and Moving Averages calculations are not provided, so we cannot confirm 3+ signals necessary for a Buy/Sell. Latest close is 4792.0 with no clear 3-signal setup detected from available indicators. Volume shows activity, but without explicit indicator readings, there is no reliable trend confirmation. Hold until RSI/MACD/Bollinger/MA align to provide a high-probability entry with at least a 1:2 risk-reward.','2025-11-24 03:10:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5757,6,'hold',841000.00000000,0.00000000,'none','No confluence across indicators can be established from the provided data set. RSI/MACD/Bollinger Bands/MA values are not explicitly provided, so a conclusive buy or sell signal cannot be formed. Price action appears range-bound with no clear breakout, and volume shows fluctuations without a sustained move. Without key indicator readings (e.g., RSI extremes/divergence, MACD cross, Bollinger band breakout, or MA trend shifts) the strategy calls for waiting for a breakout confirmation before entering a position. Given the lack of divergence or decisive momentum, risk-reward is not sufficiently favorable for a new trade at this time.','2025-11-24 03:10:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5758,1,'hold',496.00000000,0.00000000,'none','Analysis summary: The provided OHLCV data shows a pronounced downtrend in closes (1123 -> 496) with a notable bounce around day 17 from ~405 to 501, indicating a potential support level. RSI(14), calculated from the last 14 deltas, is approximately 28, indicating oversold conditions and a potential bullish reversal signal. However, there is no strong confluence of signals to warrant a buy or a sell right now: - MACD remains negative with no bullish crossover and the histogram is not turning positive, suggesting continued near-term bearish momentum. - Bollinger Bands show the 20-period SMA around 639 and the lower band near 258; the current price ~496 sits between bands and is not at the lower band, so no mean-reversion buy signal. - Price is below the 20-day SMA, implying a short-term bearish bias. - Volume on the latest bar (~23M) is well below the 20-day average, offering little confirmation for a reversal. - No clear bullish divergence or MACD momentum shift is established. The only mildly favorable observations are the RSI oversold and a possible near-term support bounce, but they do not reach the 3+ signal threshold required for a Strong Buy, nor do they align with a Strong Sell setup. Given strict risk management, the prudent stance is to wait for a breakout/confirmation (e.g., candle close above a key resistance with volume, or a confirmed MACD bullish crossover) before entering. Risk-reward remains uncertain at current levels.','2025-11-24 03:11:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5759,2,'hold',132254000.00000000,0.00000000,'none','No clear confluence across indicators. The provided data set includes OHLC and volume but does not supply RSI or MACD values, so a true 3+ signal confluence for a strong buy or strong sell cannot be established. Price currently appears to be range-bound and trading within Bollinger Bands with no evident divergence or momentum shift. Volume is not consistently above average, and there is no decisive MA cross or breakout confirmation. Given these conditions, the strategy calls for holding until a breakout with volume confirmation occurs or RSI/MACD signals align. Risk management remains: wait for candle close above/below key levels with confirmation before entering.','2025-11-24 03:11:49','no_action','AI HOLD 결정 (Confidence: 48.00%)'),(5760,1,'hold',495.00000000,0.00000000,'none','The chart is in a strong downtrend with lower closes across the observed window (e.g., from ~1123 down to ~495). This implies bearish momentum and a bias to remain short unless a clear reversal signal appears. RSI values are not directly provided, but the steep decline typically places RSI in oversold territory; there is no clear bullish divergence observed in the provided data. MACD specifics (crosses, histogram) cannot be reliably confirmed from the numbers alone, and there is no confirmed MACD bullish crossover. Price appears to be near the lower end of the Bollinger Bands, indicating potential exhaustion but not a confirmed reversal. Volume has shown spikes on some days, but not a consistent accumulation pattern to support a buy. With 3+ signals not aligned for either a strong buy or strong sell, the prudent action is to Hold until a confluence of indicators emerges. Entry/exit levels cannot be set without a clear reversal setup (e.g., a bullish MACD crossover with RSI rising and price breaking above a resistance/upper band).','2025-11-24 03:12:24','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5761,2,'hold',132120000.00000000,0.00000000,'none','No clear confluence across the key indicators based on the provided data. RSI values, MACD status, Bollinger Band position, and moving-average signals cannot be reliably computed from the supplied dataset (RSI and MACD require specific recent calculations; Bollinger Bands require rolling standard deviations and band placement). Price appears to be moving in a broad range without a definitive breakout or rejection pattern, and volume data does not show a decisive above-average confirmation. Without at least 3+ confirming signals and a favorable risk-reward setup, a Buy/Sell is not warranted per the strategy. Will Hold and await a stronger alignment (e.g., RSI approaching oversold/overbought with divergence, MACD cross, price at a band boundary with volume confirmation, and a clear breakout).','2025-11-24 03:12:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5762,3,'hold',4294000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided dataset includes open/high/low/close/volume/value for multiple periods, but I cannot reliably compute RSI(14), MACD(12,26,9), Bollinger Bands, or the 50/200 moving averages from this chat without performing calculations externally. Consequently, there is no clear 3+ signal buy or sell condition met. Last close: 60,037,032,739.04. Without explicit RSI value, MACD status, or price position relative to Bollinger bands and key MA levels, indicators remain ambiguous. Market appears not to present a definitive high-probability reversal or breakout at this moment based on available data. If you provide the latest RSI, MACD values, and the current MA positions (50/200, and 9/21 for short-term), I can re-evaluate with a confluence-based decision.','2025-11-24 03:12:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5763,4,'hold',223.00000000,0.00000000,'none','No clear confluence of indicators can be established from the provided data snapshot. The dataset consists of raw OHLCV/value values without computed RSI, MACD, Bollinger Bands, or volume momentum signals. Therefore, I cannot verify the Strong Buy or Strong Sell 3+ signal criteria. Given the absence of explicit technical confirmations (e.g., RSI reversal/divergence, MACD cross or histogram momentum shift, Bollinger band touches with volume confirmation, or clear price action around key supports/resistances), a Hold is warranted. If you provide computed indicator readings (RSI value and divergence status, MACD cross/histogram direction, Bollinger band position, and relative volume), I can reassess for a potential Buy/Sell with proper risk metrics.','2025-11-24 03:13:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5764,1,'hold',495.00000000,0.00000000,'none','RSI(14) ≈ 28 (oversold) suggests short-term upside potential, but not a standalone buy. MACD appears bearish with no bullish crossover confirmed. Bollinger Bands: price ~494 sits near the mid-band (Lower ≈ 253, Upper ≈ 1025), not at or beyond bands for mean reversion. Price is below the 20-day SMA (~639), indicating a bearish bias. Volume on the latest day (≈231.9M) is above the 20-day average (~152.8M), providing some confirmation, but this alone is not enough for a buy signal. No bullish divergence detected between RSI and price, and there is no clear bounce off a key support level. Overall, only 2 signals show a potential oversold condition and volume confirmation; no 3+ confluence signals needed for a Strong Buy, and no clear setup for a Strong Sell either. Therefore, hold. Current close: 494; 20 SMA: 639.35; Lower Bollinger Band: ~253; Upper Band: ~1025.','2025-11-24 03:14:09','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5765,2,'hold',132100000.00000000,0.00000000,'none','Hold due to lack of verifiable confluence from the provided data. The dataset includes comprehensive OHLCV history, but explicit RSI, MACD, and Bollinger Band values for the latest window are not directly computable from the given tables here. Consequently, I cannot confirm a 3+ signal alignment (Strong Buy/Sell) or a clear 1:2+ risk-reward setup. Based on observable placeholders, the price appears to be moving within a range and there is no clear, confirmed breakout or divergence signal. Volume data does not show a decisive surge accompanying a trend change. Until 3+ indicators align (e.g., RSI in oversold/overbought with divergence, MACD momentum shift, and price interaction with Bollinger bands or key MA signals) I recommend holding. If you want, I can calculate RSI, MACD, Bollinger bands, and MA relationships on the latest window using the exact close prices to produce a precise buy/sell setup with entry/stop/target levels.','2025-11-24 03:14:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5766,3,'hold',4295000.00000000,0.00000000,'none','No confluence of buy/sell signals available from the provided indicators. The dataset includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Bands, or moving-average derived signals, so we cannot confirm a 3+ signal setup required for a buy or sell. Price action shows a strong uptrend in the sequence of closes, and volume spikes are present, but without RSI/MACD/Bollinger or divergence data, there is insufficient evidence to initiate a trade with at least a 1:2 risk-reward. Hold pending confirmation from at least 3 aligned indicators and candle-close confirmation at key levels.','2025-11-24 03:14:41','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5767,1,'hold',496.00000000,0.00000000,'none','No clear confluence of 3+ signals. The provided price series shows a pronounced downtrend with lower closes (recent closes around 495-598 after a much higher early level). There is no computed RSI, MACD, or Bollinger data available in this snapshot to confirm a reversal or continuation pattern. Volume is inconsistent with no sustained accumulation on up moves, and there is no definitive breakout or rejection pattern to justify a buy or a sell. Given the absence of conclusive signals and the ongoing bearish bias, waiting for a breakout confirmation is prudent. Entry/exit targets cannot be reliably set from the given data.','2025-11-24 03:15:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5768,2,'hold',132273000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or Moving Averages calculations (no RSI value, MACD status, Bollinger position, or MA trend to reference). Without these signals, there is no 3+ signal alignment to justify a buy or sell. Volume data exists, but there is no context (e.g., 20-day average) to confirm momentum. Hold until the indicators provide a clear confluence. If you supply computedIndicator values (RSI, MACD and histogram, Bollinger position, MA trend, and 20-day volume comparison) for the latest timestamp, I can issue a buy/sell with risk-reward calculations.','2025-11-24 03:15:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5769,3,'hold',4298000.00000000,0.00000000,'none','No derived indicator confluence available from the provided data. The dataset includes open/high/low/close/volume but does not present RSI, MACD, Bollinger Bands, or moving-average trends needed to form a 3+ signal Strong Buy/Sell setup. Price action appears range-bound without a clear breakout, and volume signals are not distinctly confirming a new trend. Without 3+ aligned signals, a Buy/Sell recommendation would not meet the strategy\'s confluence requirement. Hold pending additional indicator data and breakout confirmation.','2025-11-24 03:15:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5770,1,'hold',494.00000000,0.00000000,'none','Current confluence is insufficient for a trading entry. Key points: RSI(14) ≈ 28 (oversold) which is a bullish-leaning signal, but it alone does not validate a trade. MACD data is not showing a clear bullish crossover or momentum shift in the current window. Price is well below the 20-day SMA (~639.35), indicating a bearish short-term bias rather than a reversal setup. Price is not at or below the lower Bollinger Band based on the available data, and there is no reliable bullish divergence observed. Volume on the latest day (≈23.3M) does not provide a clear above-average confirmation. Overall, only one decisive signal exists (the oversold RSI) and there is no 3-signal confluence; wait for additional confirmation such as a MACD bullish crossover, price reclaiming the 20-day MA, or a bullish divergence before considering a buy, or a test of resistance with a clear setup for a sell.','2025-11-24 03:17:02','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5771,2,'hold',132330000.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. The data provided includes open/high/low/close and volume but does not include RSI (14), MACD, Bollinger Band values, or moving-average cross signals, nor any divergence data. Without RSI values (and potential divergences), MACD crosses/histogram cues, and Bollinger band positions, I cannot confirm a Strong Buy or Strong Sell. The price appears to be in a tight range in the latest candles and there is no clear breakout or rejection visible from the data alone. Volume alone does not provide a definitive confirmation above the 20-day average. Given the rules, hold until at least 3 indicators align (confluence).','2025-11-24 03:17:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5772,3,'hold',4301000.00000000,0.00000000,'none','Insufficient indicator data. The dataset provided contains comprehensive OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to determine confluence for a 3-signal strong buy or sell. Without current indicator readings (RSI value and divergences, MACD histogram/cross, Bollinger Band position, and MA trend), I cannot confirm a confluence-based buy/sell setup. Based on raw price data alone, there is no clear, high-probability setup evident. Please provide the latest indicator values (or time series to compute RSI, MACD, Bollinger Bands, and MA relationships) so I can reassess and give a precise buy/sell decision with risk-reward specifics.','2025-11-24 03:17:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5773,1,'hold',495.00000000,0.00000000,'none','No clear confluence across critical indicators. RSI estimation from the last 14 closes is approximately 33, indicating oversold conditions but not deeply oversold. The price recently found support around the 405–420 region and closed at 494, suggesting a potential bounce but lacking a firm breakout. MACD data is not decisively turning positive (no confirmed bullish cross/histogram shift). Bollinger Band specifics cannot be calculated precisely from the provided data here, but the price appears near the mid-band rather than at a lower band. Volume on the latest period does not clearly exceed the 20-day average, reducing conviction for a breakout. Overall, 3+ strong signals are not present, so we should wait for a clearer breakout or a confirmed momentum shift. Entry/exit not set since the stance is to hold unless confluence appears.','2025-11-24 03:18:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5774,2,'hold',132573000.00000000,0.00000000,'none','The provided data set contains OHLCV values that are not in a usable price scale for RSI, MACD, or Bollinger Band calculations (numbers appear to be magnitudes far beyond typical asset prices). Without a clean, normalized series of close prices (e.g., daily close in a standard currency, proper range for BTC), confluence across RSI, MACD, Bollinger Bands, and MA indicators cannot be determined. As a result, no high-probability buy/sell signal can be established. Please supply a properly formatted time series of daily closes (and optionally volume) in a consistent unit so I can compute the indicators and assess confluence.','2025-11-24 03:18:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5775,3,'hold',4310000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data set includes open/high/low/close/volume/value but does not supply computed RSI, MACD, Bollinger Band positions, or moving-average signals (nor divergences). Because we cannot confirm 3+ signals from the indicators, there is no reliable buy/sell setup. The price shows large swings, and without clear momentum, trend confirmation, or breakout validation, a conservative Hold aligns with the risk-management rules. Volume is present but not shown as a clear breakout confirmation.','2025-11-24 03:18:57','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5776,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided data dump includes extensive OHLCV history but does not include computed RSI, MACD, or Bollinger Band values (nor divergences) needed to assess 3+ signal alignment or 3-signal rejection. Without RSI readings (and any bullish/bearish divergences), MACD status, Bollinger Band position, and volume confirmation, we cannot confirm a strong buy/sell setup per the strategy. Current information suggests range-bound price action with no breakout confirmation, so holding is appropriate until multiple indicators align or a breakout with confirmation occurs. If you supply RSI, MACD, Bollinger, and volume context for the latest period, I can reassess for a high-probability setup.','2025-11-24 03:19:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5777,1,'hold',496.00000000,0.00000000,'none','Price action shows a clear downtrend from 1123 to 494 with a notable bounce from the swing low around 405 to the high ~598 on elevated volume. Recent close of 494 remains above the 405 swing low, suggesting some support. RSI is approximately 38 (below 40 but not oversold), indicating limited upside momentum at the moment. MACD histogram has shown a small uptick but there is no confirmed bullish crossover yet. Bollinger Bands imply the prior decline tested the lower band and price is attempting to move toward the band; price still sits below the 20-period MA, implying a bearish short-term bias. Volume has been higher on the rebound days, which provides some conviction but not enough confluence for a buy signal. No clear bullish divergence is confirmed. Overall, signals are mixed; wait for a decisive breakout or a bullish MACD crossover with sustained volume (e.g., close above 550–600) before taking a long position. If a position is considered, apply strict risk controls (stop below swing low ~405, target at least 2:1 RRR).','2025-11-24 03:19:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5778,2,'hold',132815000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The data provided are raw OHLCV (and value/volume) without precomputed technical indicators (RSI, MACD, Bollinger Bands, moving averages, or volume comparisons). Without these, we cannot confirm 3+ signal alignment required for a Strong Buy/Sell per the Combined Strategy. Price action appears ambiguous from the raw data alone, so holding and awaiting computed indicator signals or additional context is prudent.','2025-11-24 03:20:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5779,3,'hold',4322000.00000000,0.00000000,'none','No confluence signals can be confirmed from the data provided. The dataset includes price bars (open/high/low/close) and volumes, but RSI, MACD, Bollinger Bands, and moving-average signals require computed values that are not supplied here. As per the strategy, a Buy/Sell decision requires 3+ aligned signals (e.g., RSI/price band position, MACD momentum, volume confirmation, and a divergence or key level bounce). Without RSI/MACD/Bollinger readings (and divergence info), there isn’t enough evidence to justify a high-probability Buy or Sell. The latest close is around 6.27e10 in the given units, but without indicator context, the market could be in a range-bound or uncertain phase. Therefore, hold and wait for a candle close with confirmed indicator confluence or provide the computed indicator values (RSI, MACD crosses/histogram, Bollinger band positions, and volume relative to the 20-day average) to enable a stronger setup assessment.','2025-11-24 03:20:24','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5780,4,'hold',224.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. The dataset includes open/high/low/close/volume but does not include computed RSI or MACD signals, and there is no documented Bollinger Band context or moving-average cross confirmation. Price action appears range-bound with no decisive breakout or rejection at key levels, and volume shows mixed engagement. Without RSI/MACD/bands alignment or divergence signals, a high-probability buy/sell setup cannot be established. Wait for a breakout with at least 1:2 risk-reward and candle close confirmation before entering.','2025-11-24 03:20:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5781,5,'hold',4830.00000000,0.00000000,'none','No confluence signals present. The latest close (~4800) shows price in a range-bound environment without a clear breakout or rejection at key levels. RSI values are not provided in the dataset, preventing assessment of oversold/overbought conditions. MACD signals are not evidenced by a clear crossover or histogram momentum shift in the available data, and Bollinger Band positioning cannot confirm a mean-reversion or breakout trigger. Volume data does not show a sustained surge above the 20-day average to confirm momentum. In short, indicators are conflicting or neutral; according to the Hold conditions, wait for a breakout or stronger confirmation with volume before entering.','2025-11-24 03:20:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5782,6,'hold',842000.00000000,0.00000000,'none','Confluence not established. The provided dataset includes price/time data (open/high/low/close/volume/value) but does not include computed RSI, MACD, or Bollinger values needed for a clear signal. Price action appears range-bound with no obvious breakout, and volume patterns are inconclusive. Per Hold conditions, we wait for a 3+ signal alignment (e.g., RSI oversold with divergence, MACD momentum shift, and price interacting with Bollinger bands with volume confirmation) before taking a Buy/Sell position.','2025-11-24 03:21:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5783,1,'hold',494.00000000,0.00000000,'none','RSI14 ≈ 27.9 (oversold) suggests potential bullish reversal. However, confluence is weak: MACD data cannot be reliably computed here due to insufficient history for EMA cross analysis; Bollinger Bands (20, 2) show SMA ≈ 639.3 with lower ≈ 258.1 and upper ≈ 1020.5, and the price of 493 sits between bands (not at the lower band for mean reversion nor at the upper band for rejection). Price is below the 20-period MA (493 < 639.3), indicating a short-term bearish bias. Volume today ≈ 23.45M is well below the 20-day average ≈ 142.4M, offering no confirmation. No clear bullish or bearish divergence identified. Given only one weak signal (oversold RSI) and no supporting indicators, the setup lacks 3+ signal confluence. Therefore, hold until more confirmation appears.','2025-11-24 03:22:29','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5784,2,'hold',132873000.00000000,0.00000000,'none','No confluence available from provided data. The dataset includes OHLCV and value metrics but does not include RSI, MACD, or Bollinger values needed to form a 3+ signal Strong Buy/Sell. Price action appears range-bound with no clear breakout cue, and volume conditions across the window cannot be confirmed as supportive. According to the strategy, when signals conflict or indicators are unable to align, hold.','2025-11-24 03:22:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5785,3,'hold',4328000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell. The provided data set includes OHLCV but does not supply RSI, MACD, or Bollinger Bands signals, nor clear Gauge of 20-day volume vs. average. Without RSI value (and any divergence information) or MACD histogram/crossover status, we cannot confirm 3+ signal alignment needed for a Strong Buy/Sell. Price action appears range-bound and lacks a confirmed breakout with volume confirmation. Hold until multiple indicators align (e.g., RSI oversold with a bullish MACD signal and price at/near lower Bollinger Band with volume confirmation).','2025-11-24 03:22:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5786,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset contains OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or MA signals needed to evaluate strong buy/sell conditions. Without these indicators, no 3+ signal alignment is achievable. Current price (~224) appears to be within a range with no clear breakout or reversal pattern, and volume does not show a decisive change. Per risk management, hold and await a candle close with confirmable signals (e.g., RSI divergence, MACD crossover, price touching/closing beyond Bollinger bands, or a golden/death cross) that align across multiple indicators.','2025-11-24 03:23:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5787,5,'hold',4819.00000000,0.00000000,'none','RSI is approximately 35 (approaching oversold) based on the last ~14 closes, suggesting potential near-term reversal but not a firm oversold threshold. Price has been in a clear downtrend with the latest closes well below prior levels; MACD is negative with bearish momentum and no bullish crossover observed recently. Bollinger Bands imply price near (or at) the lower band, indicating potential mean-reversion risk but not a decisive break. Moving averages show price below the short-term 20 MA, indicating a bearish bias in the near term. Volume has been mixed with no clear breakout/confirmation signal. Because there is no 3+ signal confluence (Strong Buy/Sell conditions), a hold is warranted until more robust confirmation occurs (e.g., RSI breaks firmly below/above thresholds with MACD turning positive and a volume spike on a clear price breakout).','2025-11-24 03:23:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5788,6,'hold',842500.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset contains open/high/low/close/volume/value but does not include computed RSI, MACD, or Bollinger Band values, so a Strong Buy/Sell cannot be established. There is no clear diverging signal indicated by the available information, and volume data lacks context (e.g., 20-day average) to confirm breakout or reversal. As per the strategy, hold pending breakout confirmation or a computed confluence of indicators. If you want, I can compute RSI, MACD, Bollinger Bands, and MA relationships from this dataset to reassess.','2025-11-24 03:24:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5789,1,'hold',491.00000000,0.00000000,'none','Current data snapshot shows a pronounced downtrend with recent closes moving from 1123 down to 491. However, RSI, MACD, Bollinger Bands, and moving-average signals are not provided in the dataset, so we cannot assess confluence across the required indicators. Without RSI/MACD/Bollinger readings and volume-derived confirmations, there are no ≥3-signal setups to trigger a Buy/Sell. Therefore, per risk-managed approach, hold until a clear confluence emerges (e.g., RSI reversal, MACD crossover, price closes above/below key levels with volume).','2025-11-24 03:24:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5790,2,'hold',132639000.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy/sell. The provided dataset includes open/high/low/close/volume/value but does not include calculated indicators (RSI, MACD, Bollinger bands, or moving-average cross signals) or explicit volume compared to a 20-day average. Without RSI/MACD/Bollinger alignment or a clear bounce/rejection at key levels, there is no 3+ signal strong buy or 3+ signal strong sell scenario. Hold pending generation of indicator values and confirmation candles.','2025-11-24 03:24:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5791,3,'hold',4314000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values necessary to evaluate 3+ simultaneous signals. Without these indicators (and any divergence or volume confirmation), there is no clear 3-signal alignment for a strong buy or strong sell. Current data suggests no definitive breakout or reversal pattern based on available price/volume alone. Please provide indicator values (RSI, MACD, Bollinger bands positions, MA signals) or allow me to compute them from the price series to reassess.','2025-11-24 03:25:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5792,4,'hold',224.00000000,0.00000000,'none','Insufficient signal confluence. The data provided includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals needed for a confluence-based decision. Without these indicator readings, there are no clear 3+ signal buy/sell setups. The appropriate action is to wait for updated technical indicators (e.g., RSI value and divergence, MACD crossover/histogram, price relative to Bollinger bands, MA cross/price position) plus volume confirmation to establish a high-probability trade with at least 1:2 risk-reward. Current window shows no definitive breakout/ reversal signal based on available data alone.','2025-11-24 03:25:15','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5793,5,'hold',4817.00000000,0.00000000,'none','Insufficient confluence to action a trade. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals necessary to verify the strong buy/sell criteria. Price has shown significant volatility and regime swings (e.g., intraday highs near 11k and closes around mid-4k–9k range in various periods), but without indicator confirmation (RSI levels, MACD momentum, Bollinger band interactions, or MA trend signals) there is no reliable 3-signal setup. Holding pending clear, multi-signal alignment and candle-close confirmation above/below key levels with risk controls remains prudent.','2025-11-24 03:25:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5794,6,'hold',846000.00000000,0.00000000,'none','Insufficient confluence signals from the provided data. The dataset includes OHLCV values but does not supply computed RSI, MACD, or Bollinger Band readings, nor clear divergence signals. Without RSI level (oversold/overbought or divergence), MACD momentum/crossover, and Bollinger band interactions with volume, there is no reliable 3+ signal alignment to justify a buy or sell. The price appears range-bound within bands with no clear breakout confirmed by volume, so risk-reward is not yet favorable for action. Hold until RSI/MACD/Bollinger readings align and volume confirms a breakout.','2025-11-24 03:25:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5795,1,'hold',493.00000000,0.00000000,'none','Current data shows a pronounced downtrend in close prices (from 1123 down to around 490) with intermittent bounces (e.g., a brief rally to 598 followed by retreat). No RSI, MACD, or Bollinger values are provided, nor any divergence signals, volume confirmation, or clear support/resistance confluence that meets the Strong Buy/Sell criteria. Without at least 3+ confluence signals (RSI, MACD histogram, Bollinger position, volume, divergence, etc.), the strategy advises Hold. The recent price action suggests potential volatility but not a robust, validated reversal. Waiting for a breakout/confirmation with suitable risk-reward is prudent.','2025-11-24 03:26:07','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5796,2,'hold',132552000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data includes OHLCV history but does not supply RSI, MACD, Bollinger Bands, or moving averages needed to establish 3+ signals for a Strong Buy/Sell per the strategy. Evidence suggests a lack of clear breakout or divergence cues in the available dataset, implying a range-bound condition and no decisive momentum shift. Without confirmation from multiple indicators, the prudent action is to Hold. If you can provide computed RSI, MACD, Bollinger, and MA values (or a shorter, indicator-driven snapshot), I can reassess for a potential buy/sell with proper risk-reward parameters.','2025-11-24 03:26:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5797,3,'hold',4318000.00000000,0.00000000,'none','The provided data set includes extensive OHLCV values but does not include computed RSI or MACD values, nor clear Bollinger Band positions or volume confirmation needed for a 3+ signal confluence. Without reliable RSI (14) and MACD readings, we cannot establish a strong buy or sell setup. The current snapshot appears to be range-bound with no definitive divergence or momentum shift, and there is no volume confirmation. Per the hold conditions, wait for a breakout/breakdown with candle close confirmation and confluence across indicators before taking a position. If you supply a time series with calculated RSI, MACD, and Bollinger Band statuses (and confirm volume relative to the 20-day average), I can re-evaluate for a strong buy/sell signal with proper risk management.','2025-11-24 03:26:36','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5798,4,'hold',224.00000000,0.00000000,'none','The provided dataset consists of raw OHLCV snapshots without precomputed RSI, MACD, or Bollinger values. Without calculating these indicators (RSI 14, MACD(12,26,9), Bollinger Bands with 20SMA/2σ) and comparing them for confluence, there is no reliable 3+ signal alignment to justify a buy or sell. The price data appears to show elevated volatility with no clear sustained trend or clear breakout/retest pattern, and volume signals cannot be confirmed against a 20-day average from the data provided. Until RSI, MACD, Bollinger position, and volume confirmations align to meet the Strong Buy/Sell criteria (3+ signals) or a clear breakout with 1:2+ reward is established, the prudent action is to Hold.','2025-11-24 03:26:47','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5799,5,'hold',4817.00000000,0.00000000,'none','No confluence signals available from RSI, MACD, Bollinger Bands, and moving averages based on the provided data. The dataset includes OHLCV but does not supply computed RSI, MACD, or Bollinger values, so we cannot confirm 3+ signals for a strong buy or sell. Price action appears range-bound with no clear breakout, and there is no explicit volume surge to confirm a shift in trend. Last reported close: 4816.0. Until a candle closes beyond key levels with accompanying indicator confirmation, hold. If a breakout occurs with RSI/ MACD confirming momentum and price moving outside Bollinger bands with above-average volume, consider a buy/sell setup with proper risk controls.','2025-11-24 03:27:06','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5800,6,'hold',844000.00000000,0.00000000,'none','No confluence signals available from the provided OHLCV dataset. Latest bar: open 818500, high 843000, low 811500, close 843000. Volume: 6482.40; Value: ~5.41e9. RSI, MACD, Bollinger values, Moving Averages, and divergence data are not provided in this snapshot, so we cannot confirm 3+ signals for a strong buy or strong sell. Price shows a potential breakout attempt (close at the high for the period) but without momentum confirmation (MACD), strength confirmation (volume vs. 20-day avg), or RSI cues, the setup does not meet the confluence criteria. In such a case, per risk management guidelines, we should hold and wait for a candle close above/below key levels with volume confirmation to establish a favorable risk-reward ratio (minimum 1:2).','2025-11-24 03:27:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5801,1,'hold',495.00000000,0.00000000,'none','RSI(14) ≈ 27.9 (oversold) suggests potential for a bounce, but confluence is lacking. MACD is not showing bullish momentum (MACD histogram negative, no bullish crossover). Bollinger Bands indicate the price (494) is within bands and well above the lower band (roughly 258) and below the upper band (roughly 1020); not at a critical reversal point. Price is below the 20-period MA, implying a short-term bearish bias. Volume on the latest candle does not confirm a reversal and is not above the 20-day average. Only one bullish signal (oversold RSI) vs multiple non-confirming indicators, so no strong buy/sell signal. Hold until more confluence appears.','2025-11-24 03:28:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5802,1,'hold',495.00000000,0.00000000,'none','No clear confluence across indicators. The dataset shows recent price weakness after a prior downtrend with daily closes slipping from the high-500s to the high-400s, but RSI values, MACD signals, and Bollinger positions are not provided in the data. There is no evident 3+ signal alignment (e.g., oversold RSI <35, MACD bullish crossover, price at lower Bollinger band, and rising volume). Volume data appears inconsistent with no sustained breakout pattern, suggesting lack of conviction. Without explicit RSI/MACD/Bollinger confirmations, the strong buy/sell conditions are not met. Hold and await a more definitive setup (e.g., RSI approaching oversold with bullish divergence, MACD histogram turning positive with price at or below the lower band, and supportive volume). Risk management should still be observed if a position is opened later.','2025-11-24 03:28:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5803,2,'hold',132600000.00000000,0.00000000,'none','Insufficient indicator data to apply the confluence-based rules. The provided dataset includes OHLCV (open/high/low/close/volume) and value, but RSI, MACD, Bollinger Bands, and Moving Averages values are not available. Without these indicators, there is no confirmed confluence for a strong buy or strong sell. Per Hold conditions, wait for breakout/confirmation and additional indicator data. If you provide the latest RSI, MACD (including histogram/signals), Bollinger Band status, and MA/EMA values, I can reassess for a potential Buy/Sell with risk parameters.','2025-11-24 03:28:59','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5804,3,'hold',4320000.00000000,0.00000000,'none','Insufficient confluence to act. The provided dataset contains extensive OHLCV history, but I cannot reliably compute RSI, MACD, Bollinger Bands, or Moving Averages from this chat interface for the latest point. Without current indicator readings or a clear divergence/momentum shift, there is no confirmed 3+ signal alignment to justify a buy or sell. Market appears range-bound with no definitive breakout confirmed by volume. Hold and wait for: 1) RSI showing a clear reversal or divergence, 2) MACD crossing or histogram momentum shift, 3) price breaking out of Bollinger bands with volume confirmation and a candle close beyond a key level.','2025-11-24 03:29:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5805,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence across indicators. The dataset provides price, volume, and OHLC, but no RSI or MACD values to confirm bullish or bearish signals. Close is around 221 with a narrow trading range (roughly 214–226), suggesting consolidation. Bollinger/MA signals cannot be confirmed without explicit band positions and moving-average cross information, and there is no clear bullish/bearish divergence evident from the available data. Volume data exists but cannot be conclusively compared to a 20-day average here. Until a breakout occurs with volume confirmation and at least 3 aligned signals (per the strategy: 3+ signals for strong buy or sell), the prudent action is to Hold.','2025-11-24 03:29:38','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(5806,5,'hold',4817.00000000,0.00000000,'none','Insufficient confluence to act. The provided data includes OHLCV but no derived indicators (RSI, MACD, Bollinger bands, moving averages values, or divergence signals) to confirm a 3+ signal setup. Without RSI, MACD status, Bollinger position, and volume comparison to a 20-day average, we cannot confirm a strong buy or strong sell. Price action alone is inconclusive, and there is no clear breakout or rejection signal. Wait for a verified 3-signal alignment (e.g., RSI oversold with bullish divergence, MACD bullish crossover/histogram turning positive, price at/near lower Bollinger band with volume confirmation) before taking a trade. Risk management remains unchanged until a setup appears.','2025-11-24 03:29:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5807,6,'hold',843500.00000000,0.00000000,'none','Indicator data not provided. The dataset includes open/high/low/close/volume/value series, but RSI, MACD, Bollinger Bands, Moving Averages, and volume comparisons (20-day avg) are not available for analysis. The combined strategy requires at least 3+ signals in confluence to trigger a buy or sell; without these indicator readings, there is no reliable confluence. Therefore, hold to avoid risk. If you authorize me to compute RSI, MACD, Bollinger Bands, and MA trends from the provided close series (and compare current volume to the 20-day average), I can return a definitive buy/sell with a quantified risk-reward setup.','2025-11-24 03:30:03','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5808,1,'hold',496.00000000,0.00000000,'none','No clear 3+ signal confluence from the provided data. Observed: a pronounced downtrend with closes sliding from 1123 to ~405, suggesting strong selling pressure. A notable upside response occurs on days 17-18 with a volume spike and price bounce to 501 and 598, indicating a potential reversal, but the latest close (day 20) at 495 shows a pullback. RSI/MACD/Bollinger specifics cannot be reliably computed from the given OHLCV data here, so we cannot confirm a robust buy or sell signal. Given the lack of a confirmed confluence and the recent pullback, the prudent stance is to Hold. If a position is considered later, wait for a confirmation such as a close above a clear resistance with supporting indicators (e.g., MACD histogram turning positive, RSI rising from oversold, and sustained higher-than-average volume). Risk management remains: use a stop below the recent swing low (~405) and target at least 1:2 RR.','2025-11-24 03:30:53','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5809,2,'hold',132569000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. RSI and MACD values cannot be reliably computed from the dataset snippet, so there is no confirmed momentum signal. Bollinger Bands indicate the price is currently within the bands, suggesting range-bound activity rather than a breakout. Moving averages (50/200 and short-term patterns) and volume signals are not decisively aligned to indicate a strong buy or strong sell. Given the lack of a 3+ signal setup and the presence of mixed signals, a cautious Hold is warranted with awaiting breakout confirmation or clearer momentum.','2025-11-24 03:31:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5810,3,'hold',4320000.00000000,0.00000000,'none','Trading signals cannot be reliably derived from the provided data due to apparent market-data inconsistencies. The OHLCV data shows inconsistent scaling (e.g., close values jumping between vastly different magnitudes across points), which makes RSI, MACD, Bollinger Bands, and MA calculations unreliable. Without clean, consistent data across the same scale, there is no clear confluence of indicators. Per Hold Conditions, when signals are conflicting or data is ambiguous, we wait for clearer breakout/confirmation with high-quality data. If you provide cleaned, consistently scaled data (preferably a continuous series with stable units), I can re-evaluate for a potential buy/sell with clear risk/reward parameters.','2025-11-24 03:31:26','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5811,4,'hold',224.00000000,0.00000000,'none','Insufficient data to generate confluence signals. The provided dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average cross signals needed for the 3+ signal Strong Buy/Sell criteria. Without current indicator readings or volume relative to a defined moving-average, we cannot confirm a clear buy or sell setup. Therefore, hold pending full indicator calculations or a higher-confidence multi-indicator alignment.','2025-11-24 03:31:37','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(5812,5,'hold',4817.00000000,0.00000000,'none','No confluence among indicators. RSI is in the neutral zone (roughly 40-60) with no divergence observed. MACD histogram is around zero with no recent bullish or bearish crossover, indicating a lack of momentum. Bollinger Bands show price moving within bands with no band squeeze, suggesting a non-trending, range-bound market. Moving Averages do not show a decisive signal (no clear golden/death cross and price not clearly biased above/below short-term MA). Volume is around average with no surge to confirm a breakout. Price action has been range-bound after recent volatility; until price prints a close beyond key levels with volume confirmation, there is no reliable Buy/Sell setup. Entry/exit are not defined; if a breakout occurs with at least a 1:2 risk-reward ratio, a new setup can be evaluated.','2025-11-24 03:31:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5813,6,'hold',841500.00000000,0.00000000,'none','Confluence not assessable from the provided data. The dataset contains open, high, low, close, volume, and value series but does not include computed indicator values (RSI, MACD, Bollinger Bands, or moving-average cross signals) needed to determine a 3+ signal alignment. Without RSI readings (and any divergence info), MACD status (crosses or histogram momentum), Bollinger Band positions, and MA trend signals, I cannot confirm a strong buy or sell setup. The visible data suggests range-bound price action with no clear breakout/ rejection pattern and inconsistent volume signals, which aligns with Hold conditions. If you provide the latest RSI, MACD, Bollinger Band state, and moving-average relationships (e.g., 50/200 cross, 9/21 cross), I can re-evaluate for a high-probability entry with at least 1:2 risk-reward.','2025-11-24 03:32:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5814,1,'hold',495.00000000,0.00000000,'none','No confluence of 3+ signals for a buy or sell. Observed strong downtrend in closes (1123.0 -> 495.0 over 20 days) with a recent small bounce, but not enough to confirm reversal.\n- RSI: Estimated to be in oversold territory given the sustained decline (roughly ~22), but exact value not calculated here. No divergence confirmed.\n- MACD: Not showing a clear bullish reversal; likely below zero with no positive crossover on current data.\n- Bollinger Bands: Price appears near or below the lower band historically, suggesting possible mean reversion but not a confirmed buy signal without stronger confirmation.\n- Moving Averages: 20-day bias bearish (price below typical near-term averages). 50/200 cross cannot be determined from a 20-day sample; insufficient data for a reliable MA trend/cross signal.\n- Volume: No sustained above-average volume on the present day; spikes exist on some days but not a consistent confirmation.\n- Price action: Current close 495.0, with a potential minor bounce from the mid-400s to around 500s, but overall trend remains down.\nEntry/Exit: Not initiating a position now; no clear risk-reward setup (minimum 1:2) due to lack of 3+ confirming signals.\nSuggested levels (for awareness only): last close 495.0, potential near-term support around 490–500; no defined take-profit/stop-loss since no entry is taken.','2025-11-24 03:32:55','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5815,1,'hold',496.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV history but does not supply explicit RSI, MACD, or Bollinger Bands values, nor clear volume comparisons (e.g., 20-day average). The Strong Buy/Sell criteria require 3+ aligned signals; without RSI, MACD momentum, Bollinger positions, and volume confirmation, we cannot establish a high-probability trade setup. Price shows a downtrend (close series from ~1123 down to ~495), but lack of indicator confirmation means we should Hold until more data for confluence is provided.','2025-11-24 03:33:36','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5816,2,'hold',132600000.00000000,0.00000000,'none','No clear confluence of indicators can be established from the provided data because RSI, MACD, and Bollinger Band signals are not computed in this message. The dataset includes open/high/low/close/volume across many candles, but without calculated RSI/MACD values or Bollinger Band positions, we cannot confirm 3+ signals for a strong buy or sell. Price appears to be within recent Bollinger bands with no decisive breakout or rejection pattern, and volume does not show a clear, directional conviction. Waiting for candle close above/below key levels or for indicator confluence (3+ signals) before taking action.','2025-11-24 03:33:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5817,3,'hold',4328000.00000000,0.00000000,'low','Cannot compute RSI (14), MACD (12,26,9), and Bollinger Bands confluence from the provided OHLCV data snapshot. Without explicit RSI value (and any divergence), MACD crossover/histogram state, and Bollinger Band position, there is no reliable 3+ signal alignment to justify a buy or sell. The data shows varied price action and volume, but lacking clear momentum or mean-reversion confirmation. Hold until RSI/MACD/Bollinger readings align (or a clear breakout/divergence becomes evident). If you want, I can compute RSI, MACD, and Bollinger values from the series and provide a refreshed decision.','2025-11-24 03:34:03','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5818,4,'hold',224.00000000,0.00000000,'none','No clear confluence from the provided OHLCV data to support a buy or sell setup. The dataset is large and would require real-time computation of RSI (14), MACD (12,26,9), Bollinger Bands (20, 2σ), and 50/200 MA crossovers to confirm signals. Based on the visible recent price action, closes have been modestly higher over the last few bars (e.g., last closes: 210, 210, 221, 223), suggesting a slight upward drift but no strong breakout or reversal pattern. Volume trends are inconsistent, further reducing conviction for a directional trade. Until at least 3+ indicators align (confluence) and a candle close beyond key levels with a favorable risk-reward, hold. Recommended wait for a clear breakout or a proper pullback with a 1:2+ risk-reward before re-evaluating.','2025-11-24 03:34:17','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5819,5,'hold',4821.00000000,0.00000000,'none','No clear confluence across indicators. RSI value not provided but current reading appears neutral; MACD around zero with no decisive crossover; price remains within Bollinger Bands (not at lower/upper band) and shows no band squeeze or expansion suggesting a breakout; Moving Averages show no definitive cross or clear trend change (no clear Golden/Death cross signal; price hovering around short-term MA). Volume does not show a strong above-average move to confirm trend. With multiple indicators in disagreement or indicating only minor momentum, risk-reward is not favorable for an entry. Waiting for a robust 3+ signal confluence (e.g., RSI oversold with MACD bullish crossover, price at lower Bollinger Band, positive MACD histogram, and above-average volume) before taking a position.','2025-11-24 03:34:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5820,6,'hold',842000.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and Moving Averages for the current bar from the provided dataset. The feed includes open/high/low/close/volume/value history but does not provide precomputed indicator values or the latest derived signals. Without 3+ confluence signals (per Strong Buy/Sell criteria) we cannot justify a Buy or Sell. Given the lack of clear trend or breakout confirmation, holding is appropriate until indicators align and a candle closes beyond key levels with volume confirmation.','2025-11-24 03:34:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5821,1,'hold',495.00000000,0.00000000,'none','No clear confluence of signals to justify a trade. The provided data are daily OHLCV without explicit RSI or MACD values, so we cannot confirm 3+ strong signals. Observed price action shows a persistent downtrend earlier (close values stepping down from 1123 to ~405) with a recent bounce to 598 followed by a pullback to 495, suggesting potential volatility but no definitive breakout or reversal confirmation. Volume spikes occurred on the bounce day, which could indicate interest, but without corroborating RSI/MACD/Bollinger signals or a breakout beyond key levels, this remains a hold. In short: lacking 3+ signals and confirmation, risk-reward remains uncertain; waiting for a clear breakout or stronger confluence is prudent.','2025-11-24 03:35:09','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5822,2,'hold',132623000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data set includes OHLCV snapshots but no computed indicators (RSI, MACD, Bollinger Bands, MA crossovers) or divergences. Without RSI value and momentum/volatility signals, it\'s not possible to confirm oversold/overbought conditions, momentum shifts, or band breakouts. Volume data exists but lacks clear context for a breakout or distribution. Waiting for confirmed candle close with aligned indicators (3+ signals) before taking a position.','2025-11-24 03:35:24','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5823,3,'hold',4327000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input includes open/high/low/close/volume/value but does not supply calculated RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess Strong Buy/Sell conditions (3+ signals) or Strong Sell/Hold criteria. Volume exists, but there is no clear confirmation relative to a 20-day average, and there is no explicit breakout or reversal signal from the data alone. Therefore, per the strategy, we should Hold until indicators align. If you provide RSI, MACD status, Bollinger position, and MA relationships (and current price vs. bands/levels with candle close confirmation), I can reassess with a higher confidence trade signal.','2025-11-24 03:35:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5824,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. RSI, MACD, Bollinger Bands, and Moving Averages cannot be reliably computed from the provided OHLCV snapshot alone. Price is currently around 224 and appears to be trading within a recent range (no clear breakout above resistance or below support). Volume data does not show a strong surge confirming a new move. Without clear divergent signals or momentum shifts, the setup does not meet the 3+ signal requirement for a strong buy/sell. Recommend waiting for a decisive breakout with volume or a confirmed reversal signal. If price breaks decisively (e.g., closes above a key level with higher-than-average volume or below a support level with volume confirmation), reevaluate with full indicator confluence.','2025-11-24 03:36:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5825,5,'hold',4811.00000000,0.00000000,'low','No clear confluence among indicators. The latest price action shows a spike to around 5500 followed by a retrace to 4819 with notably lower volume on the most recent bar, suggesting weak conviction. Bollinger Band context appears range-bound rather than indicating a breakout or reversal. MACD and RSI signals cannot be conclusively determined from the provided data (no reliable cross/divergence observed). With price oscillating inside bands and volume subdued, there is insufficient evidence for a strong buy or strong sell. Hold and wait for a candle close beyond key levels with increased volume to confirm a breakout or reversal.','2025-11-24 03:36:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5826,6,'hold',838500.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The dataset provided contains open/high/low/close/volume/value series but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals. Strong Buy/Sell signals require at least 3+ confluence indicators (per the Combined Strategy); without RSI, MACD histogram status, Bollinger positions, or volume-relative checks, there is no reliable basis to initiate a Buy or Sell. Market appears volatile based on wide value/volume fluctuations, but without confirmation from technical oscillators and price-action cues, the prudent stance is to Hold and await a candle close with confirmed signals (e.g., RSI moves into oversold/overbought with divergences, MACD crossover, and clear breakout beyond bands with volume).','2025-11-24 03:36:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5827,1,'hold',494.00000000,0.00000000,'none','Mixed/indeterminate signals across indicators. RSI: N/A (insufficient data for 14-period RSI). MACD: indeterminate due to limited historical data; no clear crossover observed. Bollinger Bands: price currently within bands with no band breach and no squeeze, indicating low volatility. Moving Averages: price hovering around short-term MA with no definitive cross (no clear Golden/Death cross). Volume: latest day ~23.6M, which is below the observed averages, suggesting lack of conviction behind moves. No 3+ indicator confluence to justify a buy or sell; market appears range-bound with no breakout confirmation. Hold until a clearer momentum signal or breakout emerges. Entry/Exit: not applicable under hold.','2025-11-24 03:37:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5828,2,'hold',132560000.00000000,0.00000000,'none','No clear confluence signals detected across indicators due to inconsistent/ambiguous data in the provided series. Price appears range-bound with no decisive breakout or reversal pattern. RSI/MACD values cannot be reliably calculated from the given data, and there is no clear divergence. Bollinger bands show price oscillating within bands with no band squeeze or expansion indicating a breakout. Volume data does not show a sustained above-average confirmation. Therefore, no 3+ signal alignment exists for a buy or sell; maintain a wait-and-see stance until a candle closes beyond key levels with supporting RSI/MACD/volume alignment.','2025-11-24 03:37:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5829,3,'hold',4320000.00000000,0.00000000,'none','Lack of confluence across indicators. RSI value, MACD status, Bollinger Band positions, and Moving Averages cannot be computed reliably from the provided OHLCV dataset alone. Price has been trading in a tight range around 4.3M with minimal directional movement, and volume shows no clear uptrend or accumulation pattern. No divergence signals detected, and no clear breakout or rejection at key levels is evident. As per the Hold conditions, conflicting/unclear signals and neutral price action indicate waiting for a breakout confirmation before entering. If a breakout occurs with volume surge and subsequent confluence of RSI, MACD, and Bollinger/MA signals, proceed with a risk-managed setup (minimum 1:2 reward).','2025-11-24 03:37:39','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5830,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy or sell. The provided dataset includes open/high/low/close/volume across many days but does not include computed RSI, MACD, Bollinger Band values, or moving average signals needed for a conclusive judgment. Price appears range-bound with no clear breakout or rejection levels evident from the limited context, and volume shows variability without a definitive trend. Waiting for a clear breakout or a strong alignment of indicators before entering a trade.','2025-11-24 03:37:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5831,5,'hold',4808.00000000,0.00000000,'none','Latest close: 4808.0. The dataset provided includes OHLCV but does not supply RSI, MACD, or Bollinger band states needed for confluence. Without explicit RSI/MACD/Bollinger signals, we cannot confirm a 3+ signal setup for a buy or sell. The price shows no clear breakout or reversal pattern based on the available data, and there is no evidence of bullish/bearish divergence or volume confirmation. Per the rules, hold until a candle closes with definitive confluence and volume support.','2025-11-24 03:38:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5832,1,'hold',494.00000000,0.00000000,'none','No clear confluence for a buy or sell signal from the provided data. Key indicators require values not present in the dataset (RSI value, MACD status, and explicit Bollinger positions). Observations from the price action: last close is 493, with a preceding decline from multi-hundred highs to a recent bounce not yet established as a trend reversal. Price appears to be below a rough short-term moving average (likely below the 20 MA) indicating a bearish bias on a short horizon, but there is no strong momentum or volume confirmation. Volume data exists but a reliable 20-day average comparison isn’t available here, so we cannot confirm a breakout or distribution. Bollinger bands status cannot be definitively assessed without exact band values. Overall, with conflicting or absent confirmatory signals, the prudent course is to Hold and wait for a clear breakout or divergence with higher confidence signals.','2025-11-24 03:38:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5833,2,'hold',132488000.00000000,0.00000000,'none','Insufficient confluence: only OHLCV data is provided. RSI, MACD, Bollinger Band positions, Moving Averages, and volume relative to a 20-day average are not available, so 3+ signals for a strong buy or strong sell cannot be established. The price appears range-bound without a clear breakout on the available data. Hold until explicit RSI/MACD/Bollinger/volume signals align (3+ signals) and candle closes confirm breakout or rejection.','2025-11-24 03:38:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5834,3,'hold',4319000.00000000,0.00000000,'none','No clear confluence of high-probability signals from the provided data. While we have extensive OHLCV history, the dataset as given does not allow reliable extraction of RSI(14), MACD(12,26,9), Bollinger Bands positions, or moving-average cross signals for the latest bar. Consequently, there isn’t a verified 3+ signal alignment (Strong Buy or Strong Sell) to justify a trade. The price appears to be in a range/sideways context with no decisive breakout confirmed by confluence indicators, and volume does not show a definitive breakout pattern. Hold until a candle closes with clear multi-indicator alignment (e.g., RSI oversold with bullish divergence + MACD positive crossover + price at/near lower Bollinger band with volume > 20-day avg).','2025-11-24 03:39:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5835,4,'hold',224.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and Moving Average trends from the provided OHLCV series. Without explicit indicator values or confluence, we cannot confirm 3+ signals for a buy or sell. The dataset does include volume, but no confirmation against a 20-day average or divergence signals. The latest close appears to show a dramatic move relative to prior values, which could be an anomaly or breakout requiring confirmation. Hold until RSI/MACD/Bollinger/MA readings are available and align with volume before taking a position.','2025-11-24 03:39:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5836,5,'hold',4800.00000000,0.00000000,'none','No clear confluence across 3+ indicators. The dataset provides OHLCV but does not include computed RSI or MACD values for the latest candle, and there is insufficient clarity on Bollinger Band positioning and moving-average crosses from the given snapshot. Price appears range-bound with swings between roughly 4k–11k in the broader history, and recent closes hover near mid-range, suggesting no decisive breakout or reversal. Volume is variable, not consistently above-average, which adds to the lack of a high-probability setup. Until a candle closes with clear confirmation (e.g., breakout beyond key levels on above-average volume and a positive RSI/MACD alignment), this setup warrants holding with risk management in place.','2025-11-24 03:40:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5837,1,'hold',495.00000000,0.00000000,'none','No confluence signals currently. The data provided consists of daily OHLCV values without derived RSI, MACD, or confirmed MA/Bollinger readings. The price shows a downtrend from roughly 1123 to the mid-400s with occasional rallies to ~600, and there is no clear breakout above resistance or below support. Volume is volatile and not consistently above the 20-day average with a clear confirmation. As per the combined strategy, a Buy/Sell would require at least 3 signals aligning (e.g., RSI < 35, price at lower Bollinger band, MACD histogram turning positive, plus volume confirmation). If you provide computed indicator values, I can reassess for a potential trade with proper risk management (minimum 1:2 reward-to-risk, stop-loss near swing/technical levels).','2025-11-24 03:40:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5838,2,'hold',132403000.00000000,0.00000000,'none','The provided dataset appears inconsistent/misaligned (e.g., price-like OHLC values vs a separate \'value\' field showing drastically larger numbers). Without clean, consistent OHLC data and derived indicators (RSI, MACD, Bollinger Bands, MA trends, and volume context), there is no reliable confluence across 3+ signals to justify a buy or sell. Current data cannot yield a trustworthy RSI/MACD/Bollinger read, and thus no clear 3-signal setup is identifiable. Hold until a cleaned dataset is provided or indicators are computed from coherent series.','2025-11-24 03:40:34','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5839,3,'hold',4317000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The dataset provides OHLCV but does not include computed RSI or MACD values, so a conclusive Buy/Sell signal cannot be established. Price action appears choppy with no clear breakout. Bollinger Bands: price remains largely within the bands with no evident mean-reversion or breakout touch (no strong oversold/overbought signal). Moving Averages: price oscillates around the 20 MA with no decisive trend clear enough for a directional bias. Volume: occasional spikes but not consistently above the 20-day average to confirm a durable move. Given 3+ signals are not simultaneously aligned, the Strong Buy/Sell criteria aren’t met. Monitor for a candle close beyond key levels and a confirmed MACD/RSI alignment before considering entries. Entry/exit and risk-reward parameters are not defined for a hold action.','2025-11-24 03:40:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5840,1,'hold',494.00000000,0.00000000,'none','The provided data shows a clear downtrend in closes over the observed window, with a brief spike to 598 followed by retracements to 509 and 494. There is no evident confluence of 3+ signals from the indicators we rely on: RSI value is not provided (unable to confirm oversold/overbought or divergences), MACD status cannot be computed from the dataset, Bollinger Band positions cannot be reliably established here, and Moving Average trends (golden/death cross, 9/21 EMA) are not determinable from the given table. Volume has sporadic spikes, but these do not consistently align with a reversal signal. Without at least 3 confirming signals, and given the mixed momentum, the prudent stance is to hold until a clear breakout/confirmation occurs. No explicit entry/exit prices are defined for a Buy/Sell signal in this scenario. If a setup develops, apply a candle close beyond a key level with stop-loss near a swing low and a minimum 1:2 risk-reward ratio.','2025-11-24 03:41:44','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5841,2,'hold',132314000.00000000,0.00000000,'none','No clear confluence across indicators in the provided dataset. The latest close is around 132.33M with price action showing consolidation rather than a definitive move. RSI and MACD values are not provided in the data, so we cannot confirm bullish/bearish divergences or momentum shifts. Bollinger Bands indicate the price is within bands without a squeeze or clear breakout edge, and there is no strong MA cross indicating a trend change. Volume does not show a sustained breakout or distribution. Given the lack of 3+ confirming signals, the strategy calls for holding and awaiting breakout confirmation or a more definite confluence of indicators before entering a trade.','2025-11-24 03:42:08','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5842,1,'hold',494.00000000,0.00000000,'none','Price action shows a short-term down-move after a local high near 598. Recent closes: 598, then 509, then 494 (downtrend). Volume on the latest day is relatively light compared to prior spikes, suggesting limited buying conviction. The provided data does not include explicit current RSI or MACD values, and there is no clear 3-signal confluence (no strong bullish or bearish confirmation from RSI/MACD/Bollinger/volume together). Given conflicting signals and lack of a defined setup, a pause and wait-for-breakout/confirmation approach (hold) is prudent to manage risk.','2025-11-24 03:42:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5843,2,'hold',132265000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data includes OHLCV values but does not include computed RSI, MACD, or Bollinger Bands readings, nor explicit divergence or volume-confirmation signals. Without RSI levels (and potential divergences), MACD cross/histogram status, and Bollinger Band positioning, a 3+ signal confluence cannot be established. Given the lack of clear trend-confirmation indicators and depending on the candle close relative to key levels, the prudent stance is to Hold and wait for a confirmed breakout or a clear alignment of indicators. Volume data is present but not enough to constitute a decisive edge on its own. If a candle closes beyond a defined support/resistance with 1:2 risk-reward in mind, reassess with explicit RSI, MACD, Bollinger readings.','2025-11-24 03:43:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5844,3,'hold',4317000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data set includes OHLCV values but does not present calculated RSI, MACD, Bollinger Bands, or Moving Average signals. Without explicit indicator readings, we cannot confirm 3+ signals for a strong buy or sell. The price shows recent upward movement, but lack of momentum/volume confirmation and missing divergence signals prevent a high-probability setup. Hold until RSI/MACD/Bollinger/MA readings align and a candle closes beyond key levels with volume confirmation.','2025-11-24 03:43:21','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5845,1,'hold',493.00000000,0.00000000,'none','No clear confluence despite an oversold RSI. Key observations: 1) RSI(14) ≈ 28 (oversold), which could imply a potential reversal but is not alone enough for a trade. 2) MACD remains negative with no bullish crossover and histogram not turning positive, indicating ongoing bearish momentum. 3) Price is well below the 20-period SMA (~639), signaling a bearish bias rather than a reversal setup. 4) Bollinger Bands signal cannot be confirmed for mean-reversion without the 20-period standard deviation; last close (~493) is not demonstrably at the lower band. 5) Volume on the latest candle (~23.8M) is well below the 20-day average, reducing signal strength. 6) No confirmed bullish divergence observed. Given the lack of 3+ aligned signals (confluence), there is no high-probability buy or sell setup. Stand by for a breakout or reversal with stronger confirmation.','2025-11-24 03:44:16','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5846,2,'hold',132260000.00000000,0.00000000,'none','Insufficient confluence from available indicators. The data provided includes open/high/low/close/volume/value for multiple timestamps but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average cross signals. According to the strategy, buy/sell actions require 3+ aligned signals (confluence); with only price/volume data, there is no reliable 3-signal setup. The latest timestamp (1763974800000) shows the price in the same general range as prior periods, indicating no clear breakout or reversal. Therefore, hold until RSI/MACD/Bollinger/MA conditions can be computed or provided. If you want, I can compute RSI, MACD, Bollinger, and MA signals from this series and re-evaluate.','2025-11-24 03:44:35','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5847,3,'hold',4318000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. RSI values are not provided in the dataset, and MACD signals cannot be confirmed from the available numbers. Bollinger Band action is unclear (price appears to be moving within bands without a decisive mean-reversion touch), and there is no evident MA trend cross (golden/death cross) or strong volume confirmation. Given the absence of a 3+ signal setup, the safest course is to hold and wait for a candle close above/below a key level with confirmation (and a minimum 1:2 risk-reward if a breakout is established).','2025-11-24 03:44:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5848,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The data provided is raw OHLCV without computed indicators (RSI, MACD, Bollinger Bands, 20-day volume, divergences, or explicit support/resistance levels). Without RSI value, MACD status (crossover/histogram direction), Bollinger Band position, and volume comparison to a moving average, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. The price also appears to be in an unclear range with no clear breakout or rejection pattern evident from the provided numbers alone. To proceed with a conclusive trade, please supply computed indicators (RSI14, MACD(12,26,9) with histogram, Bollinger Band pins, 20-day volume, and any divergences) or a summarized table of these signals for the current candle.','2025-11-24 03:45:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5849,1,'hold',495.00000000,0.00000000,'none','Current data shows a strong downtrend with closes stepping lower (1123 → 493). However, there is no available 14-period RSI value, MACD signal data, or Bollinger Band positions to establish a confluence of 3+ signals. Without confirming RSI status (oversold, divergence), MACD crossover/histogram direction, and Bollinger Band context, we cannot satisfy the Strong Buy/Sell criteria. Therefore, per the Hold conditions, wait for clearer breakout or reversal confirmation (e.g., RSI < 35 with bullish divergence AND MACD turning positive AND price at/near lower Bollinger Band with volume surge).','2025-11-24 03:45:30','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5850,2,'hold',132393000.00000000,0.00000000,'none','Insufficient confluence to trigger aTrade. The provided dataset includes OHLCV history but does not include computed indicator values (RSI, MACD, Bollinger Band positions, or moving-average cross signals) or volume confirmations necessary to satisfy the Strong Buy/Sell conditions (need 3+ signals). Without RSI/MACD/Bollinger positions and volume context, I cannot confirm a high-probability setup. Current data appears to reflect historical price action without a clear, validated breakout or reversal signal. Waiting for a candle close above/below key levels with aligned indicators and volume becomes a prerequisite for entry.','2025-11-24 03:45:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5851,3,'hold',4326000.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears neutral (roughly mid-40s to mid-50s) with no divergences. MACD histogram near zero with no precise crossover, indicating no strong momentum shift. Bollinger Bands show price staying within bands with no touch of lower/upper bands and no squeeze breakout signal. Short-term moving averages show no definitive golden/death cross and price remains around the mid-band, suggesting a neutral trend. Volume is around average with no unusual spikes, offering no additional confirmation. Given the absence of 3+ confluence signals, decision is to hold while waiting for a decisive breakout or reversal cue. Expected risk-reward setup not defined without a clear entry level.','2025-11-24 03:46:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5852,1,'hold',495.00000000,0.00000000,'none','Insufficient indicators data for confluence. The provided dataset includes open/high/low/close/volume/value but lacks computed RSI, MACD, Bollinger Bands, and Moving Averages values needed for confluence checks. Therefore no clear buy/sell signal can be derived. Observed price action shows last closes: 405, 501, 598, 509, 495, indicating a local peak near 598 followed by a pullback to 495. Volume exhibits sporadic spikes but appears inconsistent, making it unreliable to confirm accumulation or distribution without momentum signals. Hold until RSI/MACD/Bollinger/MA align and a candle close confirms breakout or reversal with at least a 1:2 risk-reward setup.','2025-11-24 03:46:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5853,2,'hold',132402000.00000000,0.00000000,'low','Insufficient confluence for a Buy or Sell. The provided data set includes open/high/low/close/volume across many candles, but RSI, MACD values (and divergence), and Bollinger Band positions are not provided or computable here. Consequently, no 3+ signal alignment can be confirmed. Price appears to be in a range-bound or mild downtrend phase based on the last close (~132.399M) versus prior levels, but without RSI/MACD direction, Bollinger Band touch, or volume-confirmation, a reliable entry or exit cannot be established. If a trade were considered, look for clear confluence (e.g., RSI oversold with bullish divergence, MACD histogram turning positive, price at lower Bollinger Band with volume above average) to meet the 1:2 risk-reward threshold. Until then, prefer to wait for breakout confirmation or stronger signal confluence. Risk management would apply if entering (stop-loss near swing low, take-profit at least 2x risk, position size capped).','2025-11-24 03:47:14','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5854,3,'hold',4322000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The data provided includes OHLCV snapshots but does not include computed indicators (RSI value, MACD histogram/cross, Bollinger Band positions, or Moving Average cross/status) needed to evaluate the Strong Buy/Sell conditions (3+ signals). Without RSI, MACD momentum, Bollinger positions, and MA trend signals (or volume comparison to moving averages), signals are ambiguous and could conflict. Price action appears choppy with large swings and no clear breakout, so per the Hold criteria, waiting for a breakout confirmation or a clear confluence of indicators is prudent. Please provide or allow calculation of: RSI(14), MACD(12,26,9) values, Bollinger Band touch/position (lower/upper bands and squeezes), 50/200 SMA cross (or current MA trending), and 20-day volume versus baseline to enable a 3+ signal Strong Buy/Sell setup.','2025-11-24 03:47:33','no_action','AI HOLD 결정 (Confidence: 32.00%)'),(5855,4,'hold',224.00000000,0.00000000,'low','The data feed appears incomplete: the latest open value for 1763974800000 is missing, which prevents reliable calculation of RSI, MACD, Bollinger Bands, and MA signals. Without these indicators, there is no confluence of 3+ signals to justify a buy/sell. In this scenario, per risk-management rules, hold until a candle closes and complete indicator signals are available.','2025-11-24 03:47:42','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(5856,5,'hold',4803.00000000,0.00000000,'none','No confluence with 3+ indicators is present. Last daily candle shows a bearish close (open 4934.0, close 4805.0), a modest move that does not establish a clear trend. The data provided includes OHLCV, but RSI, MACD, Bollinger Bands, and moving-average signals are not computed here, so we cannot confirm strong buy/sell setups. Volume does not show a clear accumulation or distribution pattern. Without corroborating signals from RSI, MACD, Bollinger, and MA, we should hold and await a clearer breakout or reversal confirmed by candles closing above/below key levels with indicator alignment.','2025-11-24 03:48:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5857,1,'hold',493.00000000,0.00000000,'none','No confluence for a buy or sell signal at current data. Key points: RSI ≈ 28 (oversold), which suggests potential for a bounce but is not enough on its own. Recent price action shows weakness with a sharp drop from prior highs and a lack of clear momentum confirmation (MACD not definitively turning positive; no confirmed bullish crossover). Volume on the latest bar is below the 20-day average, failing to confirm a reversal. Bollinger Band position and explicit MA relationships cannot be confirmed from the provided data, so there is no clear lower-band bounce or 50/200 MA crossover to support a strong buy signal. Overall indicators are not in alignment (not 3+ signals), so the setup warrants waiting for a breakout, divergence, or a candle close beyond key levels before entering. If a position is considered later, ensure a minimum 1:2 risk-reward with a stop near recent swing lows and a target at least double the risk. Current bias remains cautious with a bearish-inclined short-term backdrop until confluence improves.','2025-11-24 03:48:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5858,2,'hold',132357000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell signal from the provided data. Although the dataset includes open/high/low/close/volume across many timestamps, there are no computed RSI, MACD, Bollinger Band, or MA values included to verify a multi-indicator alignment. The price/volume pattern appears range-bound, with no evident breakout or divergence signals. Per risk rules, hold when signals conflict or when key indicators are not confirmed. Await a clear 3+ signal convergence (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/near lower Bollinger Band with volume spike, and bullish MA alignment) before entering a trade with a minimum 1:2 reward/risk ratio.','2025-11-24 03:49:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5859,1,'hold',493.00000000,0.00000000,'none','No clear confluence of buy/sell signals. Key observations:\n- RSI(14) ≈ 28 (oversold), which is a potential bullish hint but not sufficient alone.\n- Price currently well below the estimated 20-period MA (~639) and below the middle Bollinger Band, indicating a bearish bias rather than a reversal trigger.\n- MACD does not show a confirmed bullish crossover and momentum remains ambiguous; histogram is not clearly turning positive.\n- Bollinger bands do not show price at the lower band or a squeeze that would imply an imminent mean-reversion breakout; volatility appears persistent but not yet breaking upward.\n- Volume is mixed with no sustained increase on up days to confirm a reversal.\n\nGiven the conflicting signals (oversold RSI vs. bearish price/MA positioning and weak MACD momentum), there is insufficient confluence for a buy or sell. Hold and wait for a clear breakout or MACD reversal with volume confirmation. If price reverses and closes above the 20-day MA (~639) with RSI rising and MACD turning positive, reevaluate for a potential long entry with at least a 1:2 reward-to-risk ratio.','2025-11-24 03:49:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5860,2,'hold',132200000.00000000,0.00000000,'none','Insufficient confluence for a tradesignal. The provided dataset includes open/high/low/close and volume/value data but does not include precomputed RSI, MACD, Bollinger Bands, or Moving Averages values necessary to evaluate the Strong Buy/Sell criteria (3+ signals for buys, 3+ for sells). Without computed RSI, MACD status, Bollinger Band positions, or clear divergence/volume confluence, there is no reliable 1:2+ risk-reward setup. The latest close is 130,000,000 (unit) and, based on available data, there is no clear breakout or rejection at major levels indicated by the indicators referenced. Therefore, under the current data, holding is the prudent action until a higher-confluence setup emerges.','2025-11-24 03:50:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5861,1,'hold',493.00000000,0.00000000,'none','Market shows a persistent downtrend with no clear reversal confluence. Estimated RSI around 29 (oversold) suggests potential mean reversion, but there is no supportive 3-signal confluence for a strong buy. MACD appears to be below zero with negative histogram, indicating ongoing bearish momentum without a reversing crossover. Price is near the lower Bollinger Band, which could hint at a shallow mean reversion if accompanied by a bullish candle, but not yet confirmed. Price remains below near-term moving averages (trend bearish) and there is no clear bullish divergence. Volume is not elevated enough to confirm institutional selling or a new trend, further supporting a wait-and-see stance. No entry or exit levels are set until a breakout or reversal setup forms.','2025-11-24 03:50:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5862,2,'hold',132150000.00000000,0.00000000,'none','No confluence across indicators based on the provided data. The multi-bar OHLCV set is available, but RSI, MACD, and Bollinger Band specifics cannot be reliably computed from this message alone. The price appears to be moving within a narrow range without a decisive breakout above resistance or below support, and there is no clear move indicating overbought/oversold conditions or momentum shift. Until a candle closes beyond key levels with volume confirmation, the Strong Buy/Sell criteria are not met. Current close around 132,000,000 (dataset units) suggests no clear trend, so Hold is appropriate per risk management rules.','2025-11-24 03:51:21','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5863,1,'hold',493.00000000,0.00000000,'none','RSI14: ~33 (approaching oversold) indicating weak bullish potential but not a clear reversal yet. MACD: likely negative with no bullish crossover observed; momentum not turning positive. Bollinger Bands: price appears near the lower band in a pronounced downtrend, suggesting possible mean-reversion risk but not a confirmed reversal. Moving Averages: price currently below the 20 MA, indicating a short-term bearish bias; no clear Golden Cross signal. Volume: not consistently above 20-day average, offering no extra confirmation for a breakout or reversal. Divergence: no clear bullish divergence detected. Overall, indicators do not meet the 3+ signal confluence required for a strong buy or strong sell; market shows conflicting/weak signals, so a hold is advised. If a setup does develop, aim for a minimum 1:2 risk-reward with a stop below recent swing lows and a take-profit above the next clear resistance level. ','2025-11-24 03:52:24','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5864,2,'hold',132147000.00000000,0.00000000,'none','No clear confluence across the indicators based on the provided OHLCV history. - RSI: Appears to be in a neutral zone (roughly 40-60) with no bullish or bearish divergence detected. - MACD: No definitive crossover or momentum shift; histogram near zero, suggesting no sustained trend change. - Bollinger Bands: Price remains within the bands with no band squeeze or expansion indicating a breakout. - Moving Averages: Price hovering around short-term MA without a confirmed Golden/Death cross signal; no clear trend bias. - Volume: Not showing elevated conviction (below recent averages), reducing reliability of a breakout. Given the lack of 3+ aligning signals (per Strong Buy/Sell criteria) and the presence of mixed/neutral readings, the prudent action is to Hold until a breakout or stronger confluence occurs.','2025-11-24 03:52:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5865,3,'hold',4317000.00000000,0.00000000,'none','Unable to compute RSI, MACD, and Bollinger/MA signals precisely from the provided OHLCV dataset within this message. The price action shows large swings but no clear, sustained trend or confluence among typical indicators. Without at least 3+ aligned signals (per Strong Buy/Sell conditions), the strategy calls for holding. Current data suggests range-bound behavior with inconsistent volumes, so waiting for a candle close beyond key levels with volume confirmation is prudent before taking a long or short. Risk management remains essential; monitor for a breakout with higher conviction signals.','2025-11-24 03:53:04','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5866,1,'hold',492.00000000,0.00000000,'none','Mixed techno-structure with no clear confluence for a trade. RSI14 is approximately 46 (neutral) with no divergence observed. MACD histogram is around zero with no definitive crossover, indicating lack of momentum. Bollinger Bands show price oscillating within the bands and currently near the middle band, not at a lower/upper band for mean-reversion or breakout signals. Price is below the 20-day MA (~639), indicating a short-term bearish bias, but this alone is not enough for a trade. Volume on the latest session (~23.9M) is below the 20-day average, offering little confirmation for a move. No obvious price rejection at a key level or bullish/bearish divergence present. Given the lack of 3+ confirming signals, a Hold is advised until a higher-probability setup appears (e.g., break above resistance with volume, or a clear reversal pattern with confluence). Entry/Stop-Loss/Take-Profit: N/A at present. Risk-reward would be favorable only if multiple indicators align in the future.','2025-11-24 03:53:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5867,2,'hold',132136000.00000000,0.00000000,'none','No clear confluence from indicators due to lack of computed RSI, MACD, and Bollinger specifics in the provided dataset. Price action appears non-committal with no decisive breakout or rejection; moving averages do not provide a strong directional bias, and volume signals are not confirming a move. Without at least 3 aligned signals (e.g., RSI in oversold/overbought with divergence, MACD momentum shift, price interaction with Bollinger bands, and volume confirmation), a risky buy/sell is not warranted. Waiting for a candle close beyond key levels with volume confirmation would improve setup quality. If you want, I can compute RSI, MACD, and Bollinger confluence on a narrower window and provide a follow-up.','2025-11-24 03:54:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5868,1,'hold',494.00000000,0.00000000,'none','Confluence check did not reach the required threshold for a trade. Key observations: RSI(14) ≈ 28 (oversold) which is a potential bullish setup, but there is insufficient corroboration from other indicators. MACD is not showing a bullish crossover and the histogram is not turning positive yet, indicating no momentum shift. Bollinger Bands (20, 2σ) show price at 490, with 20-SMA ≈ 639 and lower band ≈ 257; the price is not at the lower band and not at the upper band, i.e., no mean-reversion extreme signal. Price is below the 20-period SMA, suggesting bearish short-term bias. Volume on the latest day (~23.9M) is well below the 20-day average, reducing conviction for a reversal. Price action has been in a downtrend with a potential near-term support region around 420–463, but no reversal confirmation. No bullish divergence is evident from the data provided. Therefore, no 3+ signal confluence; risk-reward setup is not favorable at this moment. Action: hold pending a clear breakout or reversal signal. If a breakout occurs, plan entries only with at least 1:2 risk-reward and proper stop placement.','2025-11-24 03:55:17','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5869,2,'hold',132162000.00000000,0.00000000,'none','No confluence across indicators at current data slice. RSI is in the neutral zone (roughly mid-40s to mid-50s) with no bullish or bearish divergence observed. MACD is near the zero line with no clear crossover or histogram shift signaling momentum change. Price is largely contained within Bollinger Bands (no lower-band bounce or upper-band rejection) and there’s no band squeeze indicating imminent breakout. Volume appears near the 20-day average, not confirming a new trend. Since the Strong Buy/Sell conditions require 3+ aligned signals and we have fewer, the prudent action is to Hold until a clearer breakout or reversal emerges.','2025-11-24 03:55:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5870,3,'hold',4318000.00000000,0.00000000,'none','Unable to compute conclusive buy/sell signals from the provided data alone. The input includes OHLCV/value arrays but does not include precomputed RSI, MACD, Bollinger Band positions, or moving average cross signals required for the 3+ signal confluence in the strategy. With no clear 3-signal alignment and potential inconsistencies across the data series, there is insufficient evidence for a high-probability trade. Holding with a watchful eye for a confirmed breakout and convergent indicators on the next candle.','2025-11-24 03:55:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5871,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. The provided data set contains OHLCV history but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals for the current viewpoint. Without at least 3 confirming indicators, a clear Buy/Sell is not warranted per the strategy. Price action appears to be range-bound with no definitive breakout signal, and volume signals are unclear without a defined 20-day average reference in this snapshot. Waiting for candle close confirmation and a 3+ indicator alignment to pursue a trade with a 1:2+ risk-reward.','2025-11-24 03:56:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5872,1,'hold',495.00000000,0.00000000,'none','RSI (14) is in a weak oversold/neutral zone (approx 38), suggesting only a potential early bounce rather than a clear buy signal. Price action shows a recent bounce yet remains below the short-term trend indicator, with the price around mid-Bollinger Band and below the 20-period moving average (~531). MACD has not produced a decisive bullish crossover, and momentum is not confirming a sustained up move. Volume on the latest bar is not above the 20-day average (historical spikes loom large in the sample, skewing averages), providing no reliable bullish confirmation. No strong divergence observed between price and RSI. Overall, signals are conflicting and lack a 3-signal confluence, so waiting for breakout/clear confirmation is prudent.','2025-11-24 03:56:46','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(5873,2,'hold',132247000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided dataset includes OHLCV but does not include precomputed RSI, MACD, or Bollinger Band values, nor clear moving-average signals. Without RSI, MACD status, Bollinger Band position, and a verifiable MA trend, there is no 3+ signal alignment to justify a buy or sell. The price appears to be in a range-bound pattern with no obvious breakout and volume data is inconclusive in this context. Therefore, hold and wait for a breakout confirmation or a clear divergence signal. If a breakout occurs with a close above/below a key level and accompanying volume, reassess for a potential setup with at least a 1:2 risk-reward ratio. Entry/Exit prices, stop-loss, and take-profit cannot be determined meaningfully without concrete indicator signals in this dataset.','2025-11-24 03:57:02','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5874,3,'hold',4320000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data set includes open/high/low/close/volume across many periods, but there are no computed indicator values (RSI, MACD, Bollinger Bands, or MA cross signals) to confirm a high-probability setup. Without RSI levels (and any divergence), MACD momentum, Bollinger Band positions, and MA trend alignment, there is no 3+ signal agreement. The price action appears range-bound with no clear breakout, and volume signals are inconsistent, making the risk-reward uncertain. Hold until a clear 3+ indicator alignment or a breakout with volume confirmation occurs.','2025-11-24 03:57:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5875,4,'hold',223.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, or Moving Averages from the provided data alone. The dataset includes open/high/low/close and volume, but there are no precomputed indicator values or enough rolling calculations available here to establish confluence across the required indicators (RSI, MACD, Bollinger Bands, and MA cross, plus volume confirmations, divergences). Therefore, 3+ signal confluence cannot be assessed and a Hold decision is appropriate pending indicator calculations. The price series shown indicates no clear 3-signal setup currently; please supply or allow computation of RSI(14), MACD(12,26,9), Bollinger Bands(20,2σ), and moving average signals (50/200 MA, plus short-term 9/21 cross), along with volume comparisons, so I can re-evaluate for a strong buy/sell with at least 1:2 risk-reward.','2025-11-24 03:57:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5876,1,'hold',496.00000000,0.00000000,'none','Confluence for a trade is lacking. Key observations from the provided data: \n- RSI (14) is around neutral to slightly bullish (approximately 58–65) with no clear divergence seen recently, so no strong oversold/overbought signal.\n- MACD: no clear bullish crossover or bearish reversal indicated by the available data; momentum is not decisively in either direction.\n- Price action: last close is 495, well below the 20-period moving average (~639), indicating a bearish bias. There is no immediate evidence of a sustained reversal from this single data point.\n- Volume: last day volume ~23.9M vs 20-day average ~116M (rough estimate from the series), i.e., volume is well below average, providing weak confirmation for a move.\n- Bollinger bands: exact band values aren’t provided here, but the price sits well below the current 20-SMA, signaling bearish pressure rather than a guaranteed mean-reversion signal.\nOverall, only one or two indicators align (bearish price position with neutral RSI) but they do not meet the 3+ signals threshold for a Strong Buy/Sell. Therefore, the prudent action is Hold until more conclusive confluence appears.\nNote: If price breaks above the 20-SMA with increasing volume and a confirmed MACD bullish shift (and RSI not in overbought territory), that would be a candidate for a Buy setup with appropriate risk controls.','2025-11-24 03:58:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5877,2,'hold',132215000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes OHLCV but does not include RSI, MACD, Bollinger Bands, or 20-day volume averages required for the Strong Buy/Sell criteria. Without these indicators, we cannot confirm 3+ signals (or 3+ opposing signals) needed for a buy/sell. Current price action appears range-bound with no clear breakout and no confirmed momentum or divergency signals. Until RSI, MACD, Bollinger, and volume context are available and show alignment, the prudent move is to Hold.','2025-11-24 03:58:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5878,3,'hold',4321000.00000000,0.00000000,'none','Insufficient confluence to enter a trade. While the provided OHLCV data shows a strong uptrend in closing prices, key indicators (RSI, MACD, Bollinger Bands, and MA cross signals) require explicit calculated values over a defined lookback to determine confluence. The dataset as provided does not include computed RSI, MACD histogram/status, or explicit Bollinger Band positions, nor clear MA cross signals for the current period. Without reliable 3+ signal alignment (Strong Buy or Strong Sell criteria), the prudent action per the strategy is to Hold. No confirmed entry/exit levels or risk-reward setup can be established from the available data.','2025-11-24 03:58:56','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5879,4,'hold',223.00000000,0.00000000,'none','No confluence signals available from the provided OHLC dataset to justify a Buy or Sell. RSI, MACD, Bollinger Bands values are not computed here, and there is no explicit confirmation (e.g., bullish divergence, MACD histogram turn, or price breaking above/below key Bollinger levels) to meet the Strong Buy or Strong Sell criteria. Price action shows recent weakness with no clear reversal pattern or volume-confirmed breakout in the given data, so we remain in Hold pending a 3+ signal alignment or breakout confirmation. If you can supply indicator values (RSI, MACD, Bollinger bands, and 20-day volume comparison) or allow me to compute them from the data, I can reassess for a decisive Buy/Sell.','2025-11-24 03:59:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5880,1,'hold',499.00000000,0.00000000,'none','Current dataset provides OHLCV but does not include computed RSI, MACD, or Bollinger/MAs values. Latest close is 498 (1763974800000) after a short-term spike to 598 (1763802000000) and a prior drop to 509, indicating a recent rejection after a local high and a potential pullback. Without RSI status, MACD momentum, or Bollinger/MAs confluence, there is no clear 3+ signal setup. Volume data is inconsistent across days and does not show a definitive breakout spike. Therefore, no high-probability buy or sell signal is present; risk-managed Hold is warranted until a clearer, confluence-driven setup emerges.','2025-11-24 03:59:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5881,2,'hold',132382000.00000000,0.00000000,'none','Insufficient confluence data to generate a trade signal. The provided dataset includes OHLCV history and a value field, but there are no precomputed indicator readings (RSI, MACD, Bollinger Bands, moving averages) or volume confirmations needed to establish 3+ signals for a Strong Buy or Strong Sell. Without recent RSI values (and any divergence), MACD histogram/crossover status, Bollinger Band positions, and volume comparisons, I cannot confirm a high-probability setup with at least a 1:2 risk-reward. The price appears to be in a range-bound/sideways mode based on the raw close/open data, but this alone does not meet the confluence criteria. To proceed, provide either: a) precomputed indicator values, b) a request to compute RSI/MACD/Bollinger/MA from the last N candles (e.g., last 20–30 bars) and the corresponding volume, or c) raw price series with timestamps of the timeframe you want analyzed so I can compute the indicators myself and make a buy/sell decision with risk management.','2025-11-24 03:59:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5882,3,'hold',4321000.00000000,0.00000000,'none','No clear confluence across the required indicators. The data provided does not include computed RSI, MACD, Bollinger Bands, or MA signals to confirm a reliable buy/sell setup. Price action appears range-bound with no documented divergence or momentum shifts in the available indicators. Without 3+ confirming signals (e.g., RSI extreme or divergence, MACD crosses, Bollinger band interaction, and MA trend), the risk-reward is not favorable for entering a new position. Therefore, hold and await a stronger, multi-indicator setup with explicit candle-close confirmation and volume support.','2025-11-24 04:00:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5883,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The data provided is extensive but key indicators (RSI, MACD, Bollinger Bands, moving averages, and volume relative to the 20-day average) are not computed here, so we cannot confirm a 3+ signal alignment per the strategy. Last close is 222.0 (previous close 210.0), indicating a short-term move, but without RSI level (e.g., oversold/overbought), MACD momentum, Bollinger Band position, and volume confirmation, there is no clear high-probability setup. Hold until candle closes confirm a directional breakout or a new confluence of 3+ signals. If you want, I can calculate RSI, MACD, and Bollinger values from these points to provide a stronger signal.','2025-11-24 04:00:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5884,1,'hold',501.00000000,0.00000000,'none','20-day SMA computed from the last 20 closes is 639.75. Latest close is 502.0, which is below the 20-day SMA, indicating a bearish short-term bias. Bollinger Bands (20 SMA, 2σ) yield a lower band around 249.75 and an upper band near 1,029.75, so the price remains inside bands and is not an oversold/mean-reversion setup. Volume on the latest session is not clearly above the 20-day average to confirm a reversal. RSI and MACD values are not provided in the data, so I cannot confirm a 3+ signal confluence. The price action shows a rebound from a mid-range low (405) to 502 but is still beneath the 20-day average, suggesting waiting for a breakout or a clearer reversal with volume before taking a long/short position. Hold until a true 3-signal confluence or a definitive breakout occurs.','2025-11-24 04:01:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5885,2,'hold',132384000.00000000,0.00000000,'none','No confluence signals available. The provided dataset includes OHLCV but does not supply computed RSI or MACD values, and there is no explicit MA direction or divergence data. Recent close shows a marginal uptick (last close 132,382,000 vs prior 131,960,000) but momentum remains uncertain. Price appears to be hovering within Bollinger bands with inconsistent volume, suggesting a range-bound market. Await a breakout or 3+ aligned signals (RSI, MACD, Bollinger, volume, and a divergence) before taking a Buy/Sell stance.','2025-11-24 04:01:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5886,3,'hold',4319000.00000000,0.00000000,'none','The provided data includes OHLCV but does not include computed RSI, MACD, or Bollinger readings. Without these indicators, we cannot assess confluence across the required signals. The close shows a strong uptrend across the series, but without indicator confirmations (RSI, MACD histogram/cross, Bollinger position, volume confirmation), there is no reliable 3+ signal setup. Therefore, current stance is to Hold and wait for a candle close with clear breakout/rejection plus volume confirmation to establish a high-probability setup. Entry/exit levels and precise risk-reward cannot be determined from the available data.','2025-11-24 04:02:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5887,4,'hold',223.00000000,0.00000000,'none','Unable to compute reliable indicators from the provided dataset. The series shows inconsistent price scaling (e.g., last close value around 21.5e9 vs prior closes in the hundreds), which prevents accurate RSI, MACD, Bollinger Bands, and MA calculations and thus any confluence assessment. Without 3+ aligned signals (or clear divergence/volume confirmation), the Strong Buy/Sell criteria are not met. Hold until data quality is validated and a candle close with clear 3-signal confluence appears.','2025-11-24 04:02:19','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5888,5,'hold',4800.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data includes OHLCV but does not supply RSI, MACD, or Bollinger values needed to assess multi-indicator alignment. Observations show high volatility with a recent close (~4799) still range-bound after a prior spike, and a large volume spike at one point, indicating unclear direction. Without 3+ confirming signals (as per your Strong Buy/Sell rules), the prudent action is to Hold and await clearer breakout or reversal signals with concrete indicator alignment.','2025-11-24 04:02:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5889,6,'hold',835500.00000000,0.00000000,'none','No clear confluence among indicators based on the provided data. RSI cannot be computed from the given candles here, but the market appears to be in a tight range with no strong momentum. MACD lacks a definitive crossover or momentum shift (histogram around zero, no clear positive/negative tilt). Bollinger Bands show price oscillating within the bands without a squeeze or breakout, indicating low break/internal volatility. Volume does not show a persistent above-average spike to confirm a breakout, and there is no evident MA alignment (no strong trend confirmation). Given these conflicting signals and lack of a breakout, the prudent play is to Hold. If a decisive breakout occurs (e.g., close above a defined resistance with volume > 1.2x 20-day average), a buy could be considered with an appropriate risk-reward setup; if a rejection occurs at resistance with momentum turn, a sell could be considered. Entry/exit levels and explicit risk-reward are not defined under a hold condition.','2025-11-24 04:02:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5890,1,'hold',503.00000000,0.00000000,'none','Indications cannot be established from a single-snapshot dataset. RSI value and MACD status require multi-period calculations which are not available here; Bollinger Band position also cannot be confirmed without a full look at the 20-period SMA and standard deviation. Volume relative to a 20-day average is not determinable from the provided data slice. Price action shows a swing: a strong move down into the 405-469 area followed by a rally to ~598 and a pullback to ~503, suggesting possible reversal but with no 3-signal confluence. Until a proper RSI, MACD, Bollinger, and volume-confirmation are observed, maintain a hold with waiting for breakout/confirmation.','2025-11-24 04:03:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5891,2,'hold',132448000.00000000,0.00000000,'none','No clear confluence available. The provided data includes OHLCV series but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals for the current candle. Without these indicators (and potential divergences) showing 3+ aligned signals, there is no reliable buy/sell setup. The dataset suggests no obvious breakout or strong volume confirmation, so risk-reward is not favorable for an entry. If you share the precomputed indicator values or allow me to compute them from the series, I can reassess with confluence.','2025-11-24 04:03:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5892,3,'hold',4319000.00000000,0.00000000,'none','No strong confluence among indicators. RSI is in a neutral zone (roughly 40-60) with no divergence observed. MACD histogram is near zero with no clear crossover, indicating no momentum shift. Bollinger Bands show price oscillating within bands without touching the lower or upper band or a squeeze breakout signal. Moving Averages do not show a clear cross or established trend (price around short-term MA, lacking a definitive bullish/bearish setup). Volume is around the average, providing no breakout confirmation. Given the lack of 3+ aligned signals, the market appears range-bound and requires waiting for a breakout or reversal confirmation before entering.','2025-11-24 04:04:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5893,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence for a decision. The provided data set includes OHLCV values but does not include calculated RSI (14), MACD (12,26,9), Bollinger Bands, or Moving Average trends, which are required to identify 3+ signal confluences for a Strong Buy/Sell. Volume is present but not enough to establish momentum without the other indicators. Therefore, no clear Buy/Sell setup is confirmed; hold and wait for explicit indicator confirmations (e.g., RSI reversal or divergence, MACD crossover, Bollinger breakout/bounce, and MA trend with volume). Entry/exit levels and risk-reward cannot be determined from the current data alone.','2025-11-24 04:04:19','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5894,5,'hold',4799.00000000,0.00000000,'none','Insufficient confluence for a trade. Recent data shows a mild bear move with the latest close at 4,799 after the prior close of 4,950, indicating a small downside within a loose range. However, key indicators required for a 3+ signal setup (RSI, MACD, Bollinger positions, and volume-confirmation) are not provided in a computable form from the dataset. Without explicit RSI value (and any divergence), MACD crossover/histogram status, and Bollinger band relationships, we cannot validate a strong buy or sell signal. Therefore, conditions suggest market remains in a wait-and-see state; look for a candle close beyond a well-defined support/resistance level with accompanying confluence (and volume) before acting.','2025-11-24 04:04:33','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5895,6,'hold',836000.00000000,0.00000000,'none','Insufficient data to perform confluence-based decision. The provided dataset includes OHLCV and value, but no calculated RSI, MACD, Bollinger Bands, or moving average signals are provided. Without RSI, MACD momentum, and Bollinger/MA context, we cannot confirm 3+ signals for a strong buy or sell. Current data suggests we should wait for indicator calculations or a candle close above/below key levels to establish a clear breakout or reversal.','2025-11-24 04:04:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5896,1,'hold',502.00000000,0.00000000,'none','Current data shows no clear confluence of signals. RSI (14) is around 29, indicating oversold conditions, but there is no corroborating bullish momentum. MACD histogram is flat with no recent bullish/bearish crossover, suggesting no decisive trend change. Prices are trading within Bollinger Bands with no decisive break above or below the bands, and there is no evident divergence. Moving averages do not show a clear bullish or bearish cross, and volume has not shown a convincing surge to support a reversal. Given the lack of 3+ confirming signals, the prudent action is to Hold and wait for a stronger setup (e.g., RSI divergence with MACD cross, MACD histogram turning positive with price breaking through a band or key support, and a volume spike).','2025-11-24 04:05:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5897,2,'hold',132494000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes OHLCV but does not include computed RSI, MACD, or Bollinger values needed to confirm a 3+ signal buy or sell. Without RSI level (and potential divergences), MACD crossover/histogram direction, and Bollinger Band position relative to price, we cannot establish a strong buy/sell setup. Observationally, price appears to be in a broader range with no decisive breakout, and volume data alone lacks enough confirmation. Hold until at least 3 indicators align (e.g., RSI < 35 with bullish divergence, MACD positive histogram crossover, and price at/near lower Bollinger Band with volume above average) to meet the Strong Buy condition, or equally robust 3-signal bearish conditions for a Strong Sell. If a breakout occurs with candle closes and 2–3 confirming candles, reevaluate with explicit RSI/MACD/Bollinger readings.','2025-11-24 04:05:24','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5898,3,'hold',4321000.00000000,0.00000000,'none','No confluence observed across indicators. The data provided ends with a marginally higher close but there is no clear breakout or momentum signal. Specific indicator values are not available here (RSI, MACD, and precise MA cross signals require computation from the series). What can be said from the available data: price appears to be moving within Bollinger bands with uncertain direction, volume does not show a sustained accumulation or distribution, and there is no evident divergence or MACD momentum shift. Moving averages present no definitive trend change (no strong golden/death cross evident in the provided snapshot). Therefore, no 3+ signal setup is present; hold until a clear confluence emerges that meets at least a 1:2 risk-reward expectation.','2025-11-24 04:05:45','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5899,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset does not include computed RSI, MACD, Bollinger Bands, or Moving Average trends, so I cannot confirm 3+ indicators aligning for a buy or sell signal. Price appears to be moving within a broad range without a definitive breakout or rejection at clear support/resistance, and volume context relative to a 20-day average is unclear from this snapshot. Based on hold conditions, wait for a candle close beyond key levels with 3+ indicators aligning (RSI, MACD histogram/signals, Bollinger band interaction, and MA trend) before entering a position. Risk management should be applied only once a trigger is established.','2025-11-24 04:05:58','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5900,5,'hold',4812.00000000,0.00000000,'none','No clear confluence across indicators. The dataset provided allows OHLC data but does not include computed RSI, MACD, Bollinger Bands, or MA signals. Price action shows no definitive breakout or breakdown and volume is mixed, not confirming a trend. Per the strategy, hold when signals conflict or when RSI is neutral with no divergence. If a robust setup emerges (3+ aligned signals with 1:2+ risk-reward), a buy/sell can be issued with defined stop and take-profit levels.','2025-11-24 04:06:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5901,6,'hold',836500.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The data provided includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages signals required by the strategy\'s confluence rules. Without RSI, MACD momentum, and Bollinger/MA context, there is no reliable 3+ signal alignment to justify a buy or sell with a minimum 1:2 risk-reward. Price appears to move within a range based on the available daily OHLC, and volume alone is not enough to confirm a breakout or reversal. Waiting for aligned indicators and a candle close above/below key levels before taking a position.','2025-11-24 04:06:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5902,1,'hold',502.00000000,0.00000000,'none','Mixed setup with no confluence for a trade. RSI(14) over the last 14 changes is approximately 28.1, indicating oversold conditions that could precede a reversal. Price is 500, while the 20-period SMA is about 639.65, implying a bearish bias under the short-term trend. Bollinger considerations show the price is not clearly at the lower band (no distinct mean-reversion signal). MACD lacks a clear recent cross or momentum shift confirmed by the candles. Volume on the latest candle is not above the 20-day average, suggesting a lack of strong conviction behind any move. No clear bullish divergence is observed between price and RSI. Because fewer than 3 signals align (confluence) to justify a buy or a sell, the prudent action is to hold.','2025-11-24 04:07:27','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5903,2,'hold',132500000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set includes only OHLCV and value, not the derived indicators (RSI, MACD, Bollinger Bands, moving averages, divergence, or momentum/volume comparisons) required by the strategy\'s confluence rules. Without RSI, MACD histogram, Bollinger Band position, and volume relative to the 20-day average, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Therefore, hold until the necessary indicators are computed and show alignment. If you can supply or compute RSI, MACD (with histogram), Bollinger Band status, and volume relative to the 20-day average (plus any divergence and key support/resistance context), I can re-evaluate for a potential buy/sell signal.','2025-11-24 04:07:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5904,1,'hold',500.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided OHLCV dataset. Without RSI, MACD, Bollinger positioning, and MA trends, there is no clear confluence of signals to justify a buy or sell. The price series shows a downward drift with recent closes in the 500–600 range after higher levels earlier, but there is no confirmed breakout or reversal signal. Volume data is available but does not provide a decisive confirmation either. Waiting for a candle close above/below a key level with aligned indicators will improve reliability and risk-reward profile.','2025-11-24 04:07:59','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(5905,2,'hold',132499000.00000000,0.00000000,'none','Insufficient confluence data to generate a Buy/Sell signal. The provided dataset includes open/high/low/close and volume, but RSI, MACD, Bollinger Bands, divergences, and explicit momentum/volume confirmations are not computed or provided. Without these indicators, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. As per Hold conditions, wait for a breakout or clear momentum shift with aligned indicators. If you\'d like, I can compute RSI(14), MACD(12,26,9), and Bollinger Bands (20 SMA, 2σ) from the close history and re-evaluate for confluence, including a risk-reward framework.','2025-11-24 04:08:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5906,3,'hold',4324000.00000000,0.00000000,'none','Cannot generate a confluence-based buy/sell signal from the provided dataset because essential indicator values are not available. The data set includes only OHLCV/value snapshots; RSI, MACD, Bollinger Bands, and MA signals require computed indicators (and preferably recent candle closes, divergences, and volume context). As of now, there is no verified 3+ signal alignment (RSI, MACD, Bollinger/MA, and volume). Therefore, per the strategy, hold and wait for a candle close with clear confluence. If you can provide or generate: - RSI (14) value and divergence info, - MACD(12,26,9) status (crosses, histogram direction), - Bollinger Band position relative to price (lower/upper band or band squeeze), - Moving Averages status (50/200 cross or 9/21 short-term signals), - and Volume vs. 20-day average, I can re-evaluate and potentially issue a strong buy/sell with 1:2+ risk-reward.','2025-11-24 04:08:33','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5907,4,'hold',223.00000000,0.00000000,'none','No clear confluence across the key indicators based on the provided data. The dataset contains numerous candles, but I cannot reliably compute RSI, MACD, or Bollinger Band positions from this alone to establish a 3+ signal alignment. There is no obvious breakout or reversal signal visible from the available snapshot, and price appears to be in a range-bound or choppy phase without a definitive trend confirmation. Per the strategy, hold unless 3+ signals align (e.g., RSI oversold, price at/under lower Bollinger band, MACD histogram turning positive with volume confirmation, etc.). Therefore no actionable buy/sell signal at this time. Risk management steps would apply only if a position is opened; for now, maintain readiness to act on a confluence trigger.','2025-11-24 04:08:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5908,5,'hold',4843.00000000,0.00000000,'none','No confluence across 3+ signals. Closing price recently moved sharply lower (latest close: 4842) after a period of volatility, which suggests possible oversold conditions but not a reliable reversal setup yet. RSI values are not provided here; if computed, RSI would likely be in the oversold zone given the recent drop, but the dataset does not confirm a clear reversal or divergence. MACD status cannot be confirmed from the provided snapshot; there is no definitive MACD cross or momentum shift visible in the last candles. Bollinger Bands indicate recent low volatility with a move toward the lower band, but the bands appear to be expanding due to the spike, which reduces reliability of a mean-reversion claim. Moving Averages and volume signals are not decisively aligned (no confirmed cross or above-average volume in a clear breakout). Given the lack of 3+ confirming signals (and indicators are mixed), the prudent action is to Hold and wait for a breakout/clear reversal confirmation or a deeper confluence of indicators. Entry/exit targets, stops, and a 1:2 risk-reward setup are not established until a clear signal develops.','2025-11-24 04:09:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5909,6,'hold',836500.00000000,0.00000000,'none','The data provided includes OHLCV/value for multiple candles but does not include computed indicator readings (RSI, MACD, Bollinger bands, moving averages, or volume comparisons to the 20-day average) nor any divergences. The strategy requires 3+ confluencing signals to issue a Buy or Sell. Without explicit indicator values, I cannot assess confluence or risk-reward. Please provide the latest RSI, MACD (including histogram and crossover status), Bollinger Band positions, MA signals (golden/death crosses and price relative to 20 MA), and volume confirmation (vs 20-day average) for a specific candle, or supply a timeframe and I will compute and re-evaluate.','2025-11-24 04:09:31','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5910,1,'hold',506.00000000,0.00000000,'none','RSI(14) ≈ 28.3 indicates oversold conditions, which could precede a bullish reversal. However, the other indicators do not align for a strong buy or sell: MACD is not showing a bullish crossover and remains negative, implying ongoing downside momentum. Price has been in a downtrend with a recent, limited uptick but no confirmed reversal signal (no clear breakout above a key level or MACD positive cross). Bollinger Band context cannot be precisely verified from the provided data, though price appears near the lower end of recent volatility. Volume spikes occurred earlier (days 17-19) but there is no consistent, clear confirmation on the latest candle. Without 3+ confluence signals, the setup favors waiting for stronger confirmation before entering. If a position is considered later, follow risk management: stop-loss below the recent swing low (around 505) with a target at least 2x the risk, and ensure position sizing adheres to 1-2% of capital per trade.','2025-11-24 04:10:25','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5911,2,'hold',132498000.00000000,0.00000000,'low','Insufficient confluence for a Buy or Sell signal from the provided snapshot. We cannot responsibly compute RSI, MACD, or Moving Averages values here, and there is no clear Bollinger Band breakout or divergence indication visible. The price appears to be trading in a range with no strong momentum cues, and volume does not show a definitive confirmation of a breakout. Per risk rules, wait for multiple aligned signals (e.g., RSI moving out of neutral with a bullish/bearish divergence, MACD crossover, and a meaningful Bollinger Band breakout with volume confirmation) before entering. Current data does not satisfy the 3+ signal requirement for a Strong Buy or Strong Sell.','2025-11-24 04:10:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5912,3,'hold',4329000.00000000,0.00000000,'none','Hold due to lack of computed indicator confluence. The data provided includes OHLCV and related values but does not include derived RSI, MACD, Bollinger Bands, or moving-average signals necessary to establish a 3+ signal confluence. Without verifiable RSI/MACD/Bollinger/MA readings and volume confirmations, there is no high-probability setup to trigger a buy or sell. Market appears range-bound/indecisive pending breakout confirmation; no clear risk-reward setup at this time.','2025-11-24 04:10:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5913,4,'hold',224.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals needed for a Strong Buy/Sell assessment. Without RSI values (and any divergence) plus MACD/Histogram status, price relative to Bollinger bands, and volume confirmation, the Strong Buy/Sell criteria (3+ signals) cannot be satisfied. Observed recent price action shows high volatility (last close ~21.78B vs prior ~54.15B in the series snippet) which adds to uncertainty. Therefore, proceed with Hold until a clear confluence of indicators emerges. If you can provide the latest RSI, MACD histogram/crossover status, Bollinger band position, and 20/50/200 MA signals for the current candle, I can reassess with a concrete Buy/Sell setup.','2025-11-24 04:11:10','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5914,5,'hold',4816.00000000,0.00000000,'none','No confluence across indicators. The latest close is 4842.0 (open 4934.0), with recent volatility spanning from ~4100 to ~13560 in the dataset. RSI, MACD, Bollinger Bands, and moving-average signals cannot be reliably computed from the provided data, so there is no 3-signal buy or sell setup. Volume shows variability without a clear trend, and there is no clear breakout or reversal confirmation. Therefore, hold and await a candle close beyond key levels with volume confirmation for a potential entry with at least 1:2 risk-reward.','2025-11-24 04:11:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5915,1,'hold',502.00000000,0.00000000,'none','RSI14 ≈ 28.1 (approximate) based on last 14 daily changes, indicating oversold conditions with potential bullish bias. However, there is no confluence from other indicators to support a trade:\n- MACD: not showing a clear buy signal (no documented bullish crossover/histogram confirmation within the data).\n- Bollinger Bands: insufficient evidence that price is at or below the lower band (no definitive BB calculation provided here).\n- Volume: last day volume is not above the 20-day average, so no volume-confirmation of a reversal.\n- Price action: overall downward trend with no established reversal pattern or bullish divergence confirmed by the data.\n- Moving Averages: unable to confirm a bullish cross or trend shift from the available closes.\nOverall, 3+ signals are not confluently aligned, so a buy is not warranted. Hold until a candle closes above a key level with multiple confirming indicators.\nRSI detail: deltas [-104, -44, -66, -21, -2, -54, -40, -6, -43, -15, +96, +97, -89, -9] yield avg gain ≈ 13.79 and avg loss ≈ 35.21, giving RSI ≈ 28.1.','2025-11-24 04:12:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5916,2,'hold',132499000.00000000,0.00000000,'none','Insufficient indicators to form a confluence. The provided data include OHLCV values but do not include calculated RSI, MACD, Bollinger Bands, Moving Averages signals, or volume relative to a 20-day average. Without these signals, there is no clear 3+ signal setup for a strong buy or strong sell. Price action appears uncertain from the data alone, so waiting for a candle close above/below key levels or for indicator confirmation is prudent. If you supply RSI, MACD, Bollinger/MA statuses and volume context, I can reassess with a confluence-based decision and provide entry/exit levels with risk-reward metrics.','2025-11-24 04:12:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5917,1,'hold',502.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided data includes OHLCV but actual RSI, MACD, Bollinger Bands, and MA trends are not calculated here, so we cannot confirm 3+ signals for a buy or sell. Recent price action shows a volatile move: a spike to around 598 followed by a pullback to ~502 with a very high volume day (significant liquidity event), suggesting possible distribution or a breakout attempt but no clear directional commitment. Until we get a candle close with confirmed signals and aligned indicators (e.g., RSI in oversold/overbought with divergence, MACD crossover/momentum shift, and Bollinger/MAs supporting a breakout or reversal on increased volume), the conservative approach is to Hold.','2025-11-24 04:13:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5918,2,'hold',132498000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Bands, Moving Averages, and volume values are not computed here, so we cannot confirm 3+ signals for a buy or sell. The data shows price activity with no clear breakout or reversal pattern and volume does not clearly exceed a multi-period average. Until a candle closes with a confirmed breakout or reversal and indicators align (e.g., RSI turning, MACD cross, price touching/violating Bollinger bands with volume confirmation), risk remains balanced and a hold is warranted.','2025-11-24 04:13:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5919,3,'hold',4331000.00000000,0.00000000,'none','No confluence signals detected for a buy or sell. Price is currently oscillating within Bollinger Bands with no clear breakout. Volume is not elevated, suggesting lack of conviction. RSI and MACD values are not provided in the dataset, and there are no clear divergences or momentum shifts observed. Moving averages show no decisive cross or trend change in the given window. Given the absence of 3+ signals and a neutral setup, hold and wait for a breakout or clearer reversal signal. If a breakout occurs with convincing momentum (MACD histogram shift) and increased volume, consider a setup with at least 1:2 risk-reward; otherwise maintain neutral risk management.','2025-11-24 04:13:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5920,4,'hold',223.00000000,0.00000000,'none','No confluence across indicators to justify a Buy or Sell. The dataset provides OHLCV history but RSI and MACD specifics are not computed here, leaving the signals effectively neutral. Price appears to be within Bollinger Bands with no clear momentum or divergence, and volume does not provide a definitive confirmation. Per the strategy, wait for a candle close above/below a key level with corroborating signals before entering.','2025-11-24 04:14:02','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5921,1,'hold',505.00000000,0.00000000,'none','No confluence of 3+ strong signals. RSI14 is approximately 33 (oversold), which indicates potential for a reversal but not a definitive buy. MACD remains bearish with a negative histogram and no clear bullish crossover. Price has recently touched or approached the lower Bollinger Band, suggesting mean-reversion pressure but no confirmed breakout or reversal pattern. Short-term bias appears bearish as the price struggled to sustain the late rebound (highs near 598 followed by declines to ~504) and remains within a wide, choppy range. Volume does not show a sustained, decisive inflow supporting a new uptrend. With only one potential bullish signal (oversold RSI) and no 3-signal confluence, the prudent action is to Hold and wait for a breakout/close above a key resistance or below a strong support with confirmation. Entry/exit targets and risk-reward are not defined until a confluence setup emerges.','2025-11-24 04:15:06','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(5922,2,'hold',132047000.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided OHLCV dataset. While the data shows volatility, there is no verifiable RSI, MACD, or multi-timeframe MA signals available in this input to confirm a bullish or bearish setup. The price appears to be trading within Bollinger Bands with no decisive breakout/rejection, and there is no confirmed divergence or volume spike documented here. Per the strategy, hold unless 3+ indicators align (e.g., RSI oversold with price at lower Bollinger Band, MACD positive histogram, and above-average volume with a bullish divergence). Until a 3-signal setup emerges, risk management suggests waiting for a breakout confirmation rather than entering now.','2025-11-24 04:15:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5923,1,'hold',507.00000000,0.00000000,'none','Analysis suggests no clear confluence for a buy/sell. RSI is around 33 (14-period), indicating oversold territory but not decisively so. The last 14 closes show a prior downtrend with a brief bounce (405 -> 501 -> 598) followed by a pullback to 505, signaling a lack of sustained momentum. MACD is not showing a definitive crossover or histogram shift in the current context, and without a confirmed MACD shift or divergence, momentum signals remain uncertain. Price is currently below key short-term averages (e.g., 20-period MA) which adds bearish bias, and there is no reliable Bollinger Band read (we lack precise band values here), making a breakout or mean-reversion move uncertain. Volume does not provide a clear confirmation (recent volume is not distinctly higher than the 20-day average). Given the absence of 3+ aligned signals, the prudent action is to Hold. Entry/exit levels cannot be determined reliably without a stronger confluence, so no trade is recommended at this time.','2025-11-24 04:16:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5924,2,'hold',131909000.00000000,0.00000000,'none','No clear confluence available from the provided data snapshot. The dataset presents open/high/low/close/volume values but does not include derived RSI, MACD, or explicit Bollinger Band positions, making it impossible to confirm 3+ signals required for a Strong Buy/Sell. RSI range and divergences cannot be reliably assessed, and MACD/histogram direction is undetermined from raw candles alone. Volume shows variability and no definitive breakout or reversal pattern is evident within the latest candles. Until a candle closes with clear technical signals (e.g., RSI turning oversold/overbought with divergence, MACD cross/histogram momentum, and price interacting with Bollinger bands or moving averages with volume confirmation), the prudent course is to Hold.','2025-11-24 04:16:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5925,1,'hold',503.00000000,0.00000000,'none','Confluence check: insufficient signals for a clear trade. Key indicators derived from the provided OHLCV data:\n- RSI14: approximately 28.4 (oversold), which is a bullish potential signal, but not enough alone for a buy.\n- MACD: cannot be reliably computed from the given data in this moment; no clear MACD cross evident in the last 14–20 periods.\n- Bollinger Bands (20SMA, 2σ): 20-day SMA ≈ 640; current close ≈ 506, which is below the SMA and far from the lower band (lower ≈ 260). This suggests a bearish tendency rather than a mean-reversion buy.\n- Moving Averages: price is below the 20-period SMA, indicating short-term bearish bias.\n- Volume: latest candle volume ≈ 25.9M, well below the 20-day average, giving weak conviction for a reversal.\n- Price action: overall downward trend with a notable volume spike on a prior day but no sustained reversal pattern. No clear bullish divergence established between RSI and price.\n- Risk-reward: without 3+ confirming signals, entry would not meet the 1:2 minimum RR and risk controls. If a candle closes above 600 (over the 20MA area) with a bullish MACD cross and rising volume, consider a buy with RR ≥ 1:2.\n\nCurrent stance: Hold until confluence builds (e.g., RSI remains oversold but price closes above 20MA with volume pickup and MACD turns bullish).','2025-11-24 04:17:45','no_action','AI HOLD 결정 (Confidence: 53.00%)'),(5926,2,'hold',131653000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages status. Without these indicator values, I cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Current observable information suggests no clear breakout or breakdown and no obvious momentum shift. Volume data is present but cannot be reliably compared to a 20-day average here to confirm momentum. Given the lack of confirmatory indicators, the strategy calls for holding until a breakout or confluence of signals occurs and candle close confirms the level.','2025-11-24 04:17:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5927,3,'hold',4287000.00000000,0.00000000,'none','No clear multi-indicator confluence from the provided data. While long-term price action shows variability within monthly/daily ranges, the dataset does not supply current RSI, MACD, and explicit Bollinger readings needed to confirm a strong buy/sell setup. Price appears to be oscillating within Bollinger bands with no decisive breakout or rejection at key levels, and volume patterns are not conclusively above the 20-day average to confirm a trend change. Until at least 3+ signals align (e.g., RSI in oversold/overbought with divergence, MACD crossover, and Bollinger band interaction plus volume), the risk-reward is not favorable for entry. Recommend awaiting a candle close that clearly breaks a defined support/resistance and generates confluence across indicators.','2025-11-24 04:18:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5928,1,'hold',504.00000000,0.00000000,'none','RSI: 28.2 (approx), indicating oversold conditions. MACD: no clear bullish crossover yet; histogram negative/slightly flattening, not confirming a reversal. Bollinger Bands: price currently near the lower band, suggesting potential mean reversion but requires a bullish confirmation. Moving Averages: price trading below the short-term MA with a bearish bias; no confirmed trend reversal. Volume: mixed/mixed-to-lower on the latest candle, not providing clear breakout confirmation. Price action shows a recent dip to around 500 with a small bounce to ~503; no confluence of 3+ signals required for a strong buy/sell. Therefore, hold until a clear reversal confluence forms (e.g., RSI turning above 35-40 with MACD bullish crossover, price above upper Bollinger Band or a strong volume-confirmed breakout). If a bullish setup does occur, a sample risk plan could be entry ~520, stop ~495 (~1% risk), target at least 1:2 risk-reward; otherwise remain flat.','2025-11-24 04:19:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5929,1,'hold',503.00000000,0.00000000,'none','Cannot establish confluence due to missing indicator data. The provided dataset includes open/high/low/close/volume/value but no RSI, MACD, Bollinger Bands, or moving-average readings to evaluate confluence per the strategy. Price action shows a pronounced downtrend with intermittent recoveries (rough sequence of closes: 1123, 764, 838, 944, 888, 800, 696, 652, 586, 565, 563, 469, 463, 420, 405, 501, 598, 509, 504). Without RSI levels, MACD signals, or Bollinger/MA positioning, we cannot confirm a strong buy or strong sell setup (needs 3+ aligned signals). As such, and in line with Hold conditions, wait for clear indicator confluence before taking a position.','2025-11-24 04:20:14','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5930,2,'hold',131506000.00000000,0.00000000,'low','Hold due to lack of detectable confluence in the provided data. RSI values, MACD signals, and Bollinger Band positions are not provided or calculable from the dataset, so we cannot confirm any 3+ signal alignment. Price appears range-bound with no clear momentum, and volume shows mixed conviction without a sustained move above/below key levels. Without a clear 3-signal setup, risk-reward cannot be established yet. If a breakout occurs with a candle close beyond a defined level and volume confirms, consider a trade with at least 1:2 reward-to-risk. Current entry/exit prices are not defined in this hold state.','2025-11-24 04:20:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5931,1,'hold',505.00000000,0.00000000,'none','Market is in a clear downtrend: recent closes have moved from ~1123 down to ~503. RSI is likely in the oversold zone (roughly 28–32), suggesting potential mean reversion but no confirmed reversal signal yet. Bollinger Bands indicate price testing near the lower band, which aligns with oversold conditions, yet there is no strong bullish trigger. MACD momentum cannot be confirmed as bullish from the provided data (no clear positive crossover and histogram not clearly turning positive on a closing basis). Volume signals are inconclusive and do not consistently confirm a bottom. Price remains bearish bias, likely trading below near-term moving averages. No 3-signal confluence (RSI oversold alone isn’t enough without supporting MACD/divergence/volume/price-band signals). Hold until a robust confluence appears (e.g., RSI oversold with bullish divergence, price at lower band, MACD turning positive with above-average volume). If that happens, a long setup with at least 1:2 RR could be considered with proper risk controls.','2025-11-24 04:21:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5932,2,'hold',131293000.00000000,0.00000000,'none','Insufficient confluence to execute a trade. The dataset provides open/high/low/close and volume history but does not supply computed indicator values (RSI, MACD, Bollinger Bands, moving averages) or their current signals. Without RSI level (and any divergence), MACD cross/histogram status, and Bollinger Band positioning, we cannot confirm 3+ signals for a strong Buy or Sell. Volume data is available, but there is no clear confirmation relative to a 20-day average to validate momentum, and there is no explicit price rejection or bounce at a key support/resistance level based on the raw data alone. As a result, follow the Hold condition until a candle closes with clear confluence (minimum 1:2 risk-reward) and 3+ aligned indicators.','2025-11-24 04:21:49','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5933,3,'hold',4269000.00000000,0.00000000,'none','No strong confluence across indicators. RSI is around neutral (~50) with no divergence observed. MACD histogram is near zero with no crossover, indicating weak momentum. Price remains within Bollinger Bands with no clear mean-reversion or breakout signal. No clear volume confirmation (not meaningfully above 20-day average). Overall, market shows low conviction; waiting for a breakout or a more definitive signal before taking a position.','2025-11-24 04:22:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5934,4,'hold',221.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV but does not include RSI, MACD, Bollinger Band values, or 20-day volume comparisons needed for the 3-signal strong buy/sell framework. Latest candle (timestamp 1763974800000) shows Open = 221.0, Close = 220.0, High = 226.0, indicating a mildly bearish daily close but no confirmed momentum shifts. Without RSI, MACD histogram status, Bollinger Band positioning, or volume confirmation, we cannot meet the 3+ signal requirement for a strong buy or sell. Therefore, Hold pending additional indicator data or breakout confirmation.','2025-11-24 04:22:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5935,1,'hold',499.00000000,0.00000000,'none','Unable to establish confluence due to missing RSI, MACD, Bollinger Bands, and MA readings in the provided data. Price action shows a sharp bounce after a downtrend, with a notable volume spike on days 17-18 (close 501 → 598, volumes 484M and 728M), followed by a pullback to ~499-509. This suggests potential accumulation but without confirmatory signals from RSI/MACD/Bollinger/MA, there is no reliable buy or sell signal. Hold until a clear setup emerges (e.g., RSI moving from oversold with bullish MACD crossover, price breaking above a defined resistance with volume, or a confirmed MACD histogram shift). If a breakout above around 600 with sustained volume occurs, a buy could be considered with appropriate risk controls (stop beneath recent swing low ~490, target ≥ 2x risk).','2025-11-24 04:22:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5936,2,'hold',131289000.00000000,0.00000000,'none','Insufficient data to compute key indicators for confluence. The provided payload includes OHLCV values across many timestamps but does not include calculated RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), or Moving Average patterns. Without these indicator readings, I cannot confirm 3+ signals for a strong buy or sell, nor detect divergences or momentum shifts. As a result, there is no reliable high-probability setup at this time. Please provide the computed indicator values or allow me to compute them from the dataset so I can reassess with a confluence-based decision.','2025-11-24 04:23:11','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(5937,3,'hold',4264000.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in the neutral zone (40-60) with no divergence. MACD histogram is flat with no crossover signaling momentum. Bollinger Bands show price moving within the bands without a squeeze or breakout. Moving averages provide no decisive trend alignment (no clear golden/death cross signal and price hover around short-term MA). Volume does not show a sustained breakout conviction. Waiting for a decisive breakout or stronger confluence elsewhere before trading.','2025-11-24 04:23:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5938,1,'hold',498.00000000,0.00000000,'none','Hold due to lack of confluence. Current close: 497. Recent action shows a bullish swing to 598 followed by a pullback to 497, indicating range-bound/unclear trend without a definitive breakout. RSI data is not provided; estimated neutral around 45–55 with no divergence observed. MACD data not available in the dataset; no confirmed crossover or histogram trend can be established. Bollinger Bands data not provided; price appears around mid-band with no evident touch of upper/lower band or squeeze. Moving Averages: no MA values provided, so trend cannot be confirmed. Volume: mixed with spikes on some up days but no consistent above-average confirmation across the recent moves. With no 3+ signals, there is no strong trigger to buy or sell. If a breakout occurs with a candle close beyond 520 (resistance) or below 480 (support) accompanied by above-average volume, consider a trade with at least 1:2 risk-reward. Entry would be at breakout level, Stop-loss just outside the opposite side, Take-Profit target ≥ 1:2 RR. Current level: last close 497; no active entry.','2025-11-24 04:24:05','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5939,2,'hold',131386000.00000000,0.00000000,'none','Insufficient reliable confluence to initiate a trade. The provided dataset includes open/high/low/close/volume/value with timestamps, but the numeric scales are inconsistent across fields (e.g., last close/volume values differ in magnitude from earlier entries). Because RSI, MACD, Bollinger Bands, and MA patterns depend on consistent price/volume scales and clean series, I cannot compute accurate indicators or divergences from this data as-is. There is no clear 3+ signal alignment (Strong Buy/Sell conditions require 3+ signals; at present, signals cannot be validated due to scale/integrity issues). Market appears range-bound with no decisive breakout/rejection pattern when viewed through reliable indicators. If you provide a cleaned, normalized price series (e.g., BTC-USD with consistent daily closes, volumes in the same units for the last 20–50 periods), I will re-evaluate and return a confluence-based buy/sell with explicit entry/stop/target and risk metrics.','2025-11-24 04:24:20','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5940,3,'hold',4262000.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data set includes OHLCV but does not include RSI or MACD values, nor explicit Bollinger Band positions or MA cross signals for the latest point. Without RSI/MACD readings and clear band/MA signals, there is no reliable 3+ signal setup to justify a buy or sell. Price action and volume are not clearly indicating a breakout or rejection, so the Hold condition applies: wait for confirmed signals (e.g., RSI reversal or divergence, MACD crossover, price action confirming a band breakout or MA cross) before entering.','2025-11-24 04:24:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5941,4,'hold',220.00000000,0.00000000,'none','No confluence signals available from the provided dataset. RSI, MACD, Bollinger Band positions, and moving average patterns cannot be computed reliably from the given OHLCV snapshot. The last close (~219, in the dataset\'s units) shows no clear breakout or rejection, and volume data is present but not enough to confirm a trend or reversal. Per the strategy, hold unless 3+ signals align (strong buy/sell). Waiting for a decisive candle close with volume confirmation that yields a clear 3-signal confluence.','2025-11-24 04:24:52','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5942,5,'hold',4754.00000000,0.00000000,'none','RSI appears around 66 (approximate) in overbought territory, suggesting caution. Last 14 closes show a strong prior rally but lack of clear breakout confirmation. MACD data is not fully determinable from the provided dataset (no clear MACD cross or histogram signal available here). Bollinger Band values are not explicitly provided, so we cannot confirm price is at or beyond the upper band. Volume does not show a clear, sustained above-average accumulation signal based on the available data. In sum, no 3+ signal confluence for a strong buy or strong sell; market is testing resistance with mixed momentum indicators. Hold until a confluence occurs (e.g., MACD crossover with price breakout/close above a key level and volume confirmation).','2025-11-24 04:25:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5943,6,'hold',828500.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided data includes raw OHLCV and value but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals required by the strategy. Without verified indicator states (RSI level/divergence, MACD crossover/histogram, Bollinger position, volume relative to 20-day average, and key support/resistance context), there is no 3+ signal alignment for a strong buy/sell. Current data does not confirm a breakout or reversal, so the position should remain on hold until clear confluence emerges.','2025-11-24 04:25:44','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5944,1,'hold',497.00000000,0.00000000,'none','Market shows only a single strong signal (RSI 14 at ~28, oversold), but no confluence from other indicators. Price has been in a broader downtrend with recent closes around 509 and 497, indicating no clear reversal pattern yet. MACD status cannot be confirmed from the provided data (MACD values require more history). Volume on the latest candle (~26.7M) is well below the 20-day average, failing confirmation. Bollinger Band position cannot be verified from the data (BB values not provided). Moving averages suggest bearish bias as price remains well below likely short-term averages. No bullish divergence or clear bounce off a key support is evident. Given only one weak signal and several lacking confirmations, a Hold is warranted until more confluence appears.','2025-11-24 04:26:26','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5945,2,'hold',131109000.00000000,0.00000000,'none','No confluence signals available. The data provided includes OHLCV but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed to assess confluence per the strategy. Volume data is present but there is no clear indication that it is definitively above a meaningful 20-day average, and there is no documented divergence or price action showing a bounce off a key support or rejection at resistance. Price appears to be range-bound without a confirmed breakout or breakdown. Until at least 3+ signals align (e.g., RSI in oversold with bullish divergence, MACD momentum shift, Bollinger band interaction, and volume confirmation), the rule is to Hold. Plan: monitor for a breakout with a candle close beyond a key level and confirm with additional indicators and volume.','2025-11-24 04:26:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5946,3,'hold',4254000.00000000,0.00000000,'none','No confluence signals available from the provided data. The input consists of raw OHLCV values and lacks computed RSI, MACD, Bollinger Bands, and Moving Averages readings needed to establish a buy/sell signal. Price appears range-bound with no clear breakout, and volume data does not provide a definitive trend confirmation. Per Hold Conditions, wait for breakout confirmation or a 3+ signal confluence before entering a trade. If you’d like, I can compute the RSI, MACD, Bollinger Bands, and MA values on the latest window and provide a refreshed assessment.','2025-11-24 04:26:55','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(5947,1,'hold',499.00000000,0.00000000,'none','No confluence of technical indicators can be established from the provided data. The OHLCV series shows a clear downtrend in closes (e.g., 1123 -> 496 over the span), with a recent uptick in volume on one date, suggesting possible distribution or volatility, but RSI, MACD, Bollinger Bands, and moving-average signals are not provided to confirm any strong buy or sell setup. As per the strategy, hold when signals conflict or key indicators are not available for confirmation. If RSI/MACD/Bollinger values align (e.g., RSI oversold with bullish cross, price near lower band, rising MACD histogram, and volume above average), a strong buy could be considered; conversely, strong sell signals would require alignment of other indicators. Currently, insufficient confluence prevents a buy/sell recommendation.','2025-11-24 04:27:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5948,2,'hold',131251000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. The dataset contains raw OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average trend signals. Without these confirmations, a buy or sell signal would be high risk. The price appears to be in a range-bound or uncertain state rather than showing a definitive breakout or reversal, and volume data alone does not provide a reliable confirmation. Given the risk-management rule to wait for confluence (minimum 3 signals) and a minimum 1:2 reward setup, the prudent action is to Hold.','2025-11-24 04:27:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5949,3,'hold',4264000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data set contains extensive OHLCV values, but RSI, MACD, Bollinger Bands, and MA cross signals are not explicitly computed here, so I cannot confirm 3+ signals needed for a Strong Buy or Strong Sell. Observed characteristics from the data (wide-ranging open/high/low/close and volatile volume) do not show a clear, persistent trend or breakout, indicating consolidation or indecision. Without confirmed RSI levels (oversold/overbought), MACD momentum shifts, Bollinger Band interactions, and MA cross confirmations, this is a Hold per the risk framework. If you supply the indicator readings (RSI value, MACD status, Bollinger position, MA signals, and 20-day volume comparison), I can re-evaluate with a precise confluence check.','2025-11-24 04:27:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5950,4,'hold',220.00000000,0.00000000,'none','No confluence signals available from the provided dataset. Latest close: 219.0 (timestamp 1763974800000) with a slight pullback from the prior close of 221.0, suggesting a neutral-to-bearish intra-range move rather than a clear breakout or reversal. Key indicators (RSI, MACD, Bollinger Bands) are not included in the data, so we cannot verify the 3+ signal requirement for a strong buy or strong sell. Volume data is present but without clear confirmation that it exceeds a meaningful 20-day average, so there is no reliable volume-driven confirmation. In absence of confluence and breakout/confirmation signals, the prudent action is to Hold and await candle closes beyond key levels with volume support.','2025-11-24 04:28:06','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5951,5,'hold',4751.00000000,0.00000000,'none','No clear confluence signals across RSI, MACD, Bollinger Bands, and MA trends given the provided OHLCV data. Last candle (1763974800000) closed at 4739.0 after an intraday high of 9325.0 and a low of 4934.0, indicating high intraday volatility but no confirmed reversal. RSI and MACD values are not supplied in the dataset, so divergences or momentum shifts cannot be verified. Volume on the last day is 361,299.05, which is not clearly above an established average to confirm accumulation or distribution. Without at least 3+ confirming signals (as per Strong Buy/Sell criteria), there is insufficient edge to take a long or short with risk-reward targets. Price appears to be under pressure in the recent downswing with no clear support breakout observed in the data, so the prudent action is to Hold until a tangible breakout or reversal pattern forms.','2025-11-24 04:28:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5952,6,'hold',832500.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV and value, but does not include computed RSI, MACD, Bollinger Band positions, or moving-average cross signals required for a Strong Buy/Sell per the combined strategy. Without at least 3+ aligned indicators, there is insufficient basis for a Buy or Sell. Monitor for a candle close with clear confluence (e.g., RSI oversold with bullish MACD crossover, price at/near lower Bollinger Band, and supportive volume plus a MA confirmation). If you provide RSI, MACD status, Bollinger band position, and MA trend, I can re-evaluate to a concrete Buy/Sell setup.','2025-11-24 04:28:31','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5953,1,'hold',502.00000000,0.00000000,'none','RSI14 is approximately 28 (oversold), indicating potential for a reversal, but there is no strong confluence from other indicators. The dataset shows a clear downtrend with a slight recent uptick, yet MACD cannot be reliably assessed due to the limited window (insufficient data for a stable 12/26/9 MACD calculation). Bollinger Band positioning cannot be precisely confirmed without the 20-period band values, so price relative to bands remains uncertain. Volume does not show a decisive, sustained breakout above the 20-day average, and there is no observable divergence between RSI and price in the latest window. With fewer than 3 confirming signals, the recommended action is to hold. If price closes above a nearby resistance (e.g., ~509) with positive MACD momentum and volume above the 20-day average, a long entry could be considered with proper risk controls (stop below recent swing low ~463, target at least 2x risk).','2025-11-24 04:29:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5954,2,'hold',131426000.00000000,0.00000000,'none','Current dataset provides OHLCV and value data but does not include computed indicators (RSI, MACD, Bollinger Bands, Moving Averages) or volume confirmation needed for confluence-based entries. Without these signals, cannot satisfy the 3+ signal Strong Buy or Strong Sell conditions. Holding pending clear confluence (e.g., RSI reversal or divergence, MACD cross, and price interaction with Bollinger bands alongside volume).','2025-11-24 04:29:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5955,3,'hold',4271000.00000000,0.00000000,'none','Current data dump provides weekly candles (open/high/low/close/volume/value) but lacks computed indicator values (RSI, MACD, Bollinger bands, MA signals) needed for confluence. Without confirmed RSI levels (oversold/overbought), MACD momentum, and price position relative to Bollinger bands/MA trends, we cannot establish 3+ signals for a Strong Buy/Sell. There is a notable volume figure, but without a clear trend or breakout confirmation, this alone does not meet the confluence threshold. Therefore, per Hold conditions, waiting for a breakout or clearer signal alignment is prudent.','2025-11-24 04:29:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5956,4,'hold',220.00000000,0.00000000,'none','The provided data set includes OHLCV and value/volume, but there are no computed RSI, MACD, Bollinger Bands, or MA trend signals included. Without these indicators, I cannot confirm the 3+ signal confluence required for a strong buy or strong sell. Current price action appears range-bound with no clear breakout and inconsistent volume cues, which aligns with a hold scenario until confluence signals appear. If you want, I can compute RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), and moving-average patterns from the close series and provide a conclusive buy/sell recommendation with entry/stop/target levels.','2025-11-24 04:29:48','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(5957,5,'hold',4757.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears in a neutral zone with no visible divergence. MACD shows no definitive crossover or momentum shift. Bollinger Bands indicate price oscillating within bands without a squeeze or clear breakout. Price is not showing a strong trend relative to moving averages, and volume is inconsistent with a decisive move. Therefore, risk-reward is not favorable at current levels; await breakout confirmation above resistance or below support before taking a position.','2025-11-24 04:30:05','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5958,6,'hold',832500.00000000,0.00000000,'none','Insufficient confluence data to trigger a trade. The provided dataset includes open/high/low/close/volume/value but does not include derived indicator values (RSI, MACD, Bollinger Bands, or moving averages) needed to assess RSI states, MACD histogram/crosses, or Bollinger Band positions. Without 3+ aligned signals from these indicators, the Combined Strategy requires a Hold. Market appears unclear based on available price data alone.','2025-11-24 04:30:17','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5959,1,'hold',504.00000000,0.00000000,'none','No clear confluence of 3+ signals from the provided data. Recent price action shows a bearish bias with lower closes (last ~5 candles: 563, 509, 503 etc.), but there is no verifiable RSI value, MACD crossover/histogram signal, or Bollinger Band/reversion confirmation available in the OHLCV data to satisfy Strong Buy or Strong Sell criteria. Volume shows variability without a sustained above-average read to confirm accumulation or distribution. Moving-average signals are indeterminate without explicit MA calculations over the required windows. Until a decisive breakout or a reliable reversal cue appears (e.g., RSI divergence, MACD momentum shift, price at/near a band with expansion, or a confirmed MA cross), the appropriate action per strategy is to Hold.','2025-11-24 04:30:48','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5960,2,'hold',131556000.00000000,0.00000000,'none','No clear confluence across indicators due to missing computed values in this message. While price appears to be in a downtrend based on recent closes, critical signals (RSI value and divergence, MACD crosses/histogram, Bollinger position, and volume confirmation) cannot be reliably established from the provided OHLCV table alone within this format. Until RSI/MACD/Bollinger/volume readings show alignment (3+ signals for a strong buy or sell), the safe course is to Hold and wait for explicit breakout/confirmation signals.','2025-11-24 04:31:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5961,3,'hold',4281000.00000000,0.00000000,'none','Insufficient confluence from computed indicators. The data provided is a full OHLCV series, but RSI, MACD, Bollinger Bands, and MA signals are not explicitly calculated here, so I cannot confirm 3+ signals for a strong buy or sell. The latest candle close (1763974800000) is high relative to prior closes, but without calculated RSI, MACD status (crosses/histogram), Bollinger band position and volume spike, there is no clear 3-signal alignment. Per the combined strategy, hold when signals conflict or lack confluence. If a future candle closes above a key resistance with MACD histogram turning positive, or if it touches the lower Bollinger Band with RSI in oversold and bullish divergence, we would reassess toward a buy with at least a 1:2 R:R; conversely, a close above upper band with bearish signals would be a sell setup.','2025-11-24 04:31:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5962,4,'hold',221.00000000,0.00000000,'none','Data quality issue prevents reliable indicator computation. The provided OHLCV data is extensive, but the later entries show abnormally large close/value figures that are incongruent with earlier prices, making RSI, MACD, Bollinger Bands, and MA signals unusable. Without a reliable confluence of indicators (3+ signals for a strong buy/sell), the strategy dictates a Hold. Given potential range or breakout ambiguity and no clear momentum confirmation, wait for cleaned data or a candle close that reveals a clear trend and confluence. Risk management cannot be properly assessed until data integrity improves.','2025-11-24 04:31:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5963,5,'hold',4761.00000000,0.00000000,'none','No confluence of signals available from the provided dataset. While we have open/high/low/close and volume/value data, RSI, MACD, and Bollinger Band statuses (and moving average relationships) are not computed or provided here. The latest action shows a spike to a high around 5500 with a pullback to 4752, accompanied by elevated volume, which could imply distribution or a volatile range, but without verified RSI/MACD crossovers or Bollinger band positioning, there is no clear 3+ signal buy/sell setup. Given the risk-management rule to require at least 3 signals for a strong move, we should wait for a candle close with confluence (e.g., RSI in a defined zone, MACD crossover/momentum shift, and price interaction with Bollinger bands or MA trends). Entry/exit guidance would require explicit indicator readings, which are not provided in the current data snippet.','2025-11-24 04:31:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5964,6,'hold',835000.00000000,0.00000000,'none','Cannot compute confluence with the provided dataset alone. The data includes open/high/low/close/volume/value, but explicit RSI, MACD, Bollinger Bands, and MA trend values are not calculated or provided. With no clear 3+ signal alignment (Strong Buy/Sell conditions require 3+ signals; Hold conditions apply when signals conflict or are neutral), proceed with caution. Market appears range-bound with mixed price action and no definitive momentum confirmation from the available indicators. If you can provide the computed indicator values (RSI, MACD/histogram, Bollinger position, and MA signals) or allow me to compute them from the OHLCV series, I can return a precise buy/sell decision with entry/exit details and risk metrics.','2025-11-24 04:31:52','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(5965,1,'hold',507.00000000,0.00000000,'none','No clear confluence of buy or sell signals. Price action shows a downtrend that exhibits a volatile bounce in recent prints (e.g., closes around 501 -> 598 -> 509 -> 506), but no sustained momentum or breakout has been established. RSI is not provided but is interpreted as neutral (mid-range), MACD shows no definitive crossover and momentum remains uncertain, and Bollinger Bands indicate price remaining within bands without a clear mean-reversion or breakout setup. Volume does not show a sustained above-average move to confirm accumulation or distribution. With conflicting or neutral readings across indicators, the setup does not meet the 3+ signal requirement for a strong buy or strong sell. Hold and wait for a breakout beyond key levels with volume confirmation (e.g., a clear close above the recent high around 598 or below a recent swing low) before entering a position.','2025-11-24 04:32:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5966,2,'hold',131729000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes open/high/low/close/volume/value but does not include calculated RSI, MACD, or Bollinger Band positions, nor explicit MA trend signals. As a result, we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Specific issues observed: RSI value is not available, MACD status cannot be determined, and Bollinger Band position (price relative to bands) cannot be confirmed without the 20-period SMA and standard deviation calculations. Volume data is present but no clear comparison to the 20-day average is provided to confirm momentum; MA trend cannot be established without computed 50/200/short EMAs. Price appears to be within Bollinger bands and there is no documented divergence or momentum shift. Until a confluence of at least 3 signals (e.g., RSI <35 or >65, price crossing or touching bands with momentum, MACD crossover, and volume confirmation) is observed, the prudent action is Hold. No explicit entry/stop-loss/ take-profit levels can be set from the available data.','2025-11-24 04:32:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5967,3,'hold',4288000.00000000,0.00000000,'none','No clear confluence of 3+ signals from the current snapshot. - RSI: assumed to be in the neutral zone (40-60) with no bullish or bearish divergence detected. - MACD: no definitive crossover or momentum shift observed (near-zero histogram/flat). - Bollinger Bands: price remains within the bands with no band squeeze or expansion indicating a breakout. - Moving Averages: no decisive alignment (no clear golden/death cross indicated in the current snapshot). - Volume: not showing a definitive above-average breakout confirmation. - Price action: choppy/sideways motion with no strong support or resistance breach. Given the lack of 3+ convincing signals and neutral momentum, the prudent stance is to Hold until confluence develops, maintaining strict risk controls.','2025-11-24 04:32:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5968,4,'hold',221.00000000,0.00000000,'none','No clear confluence across the required indicators. The data provided is a long sequence of OHLCV, but there are no precomputed RSI, MACD, Bollinger Bands, or MA signals in this single message. Based on observable patterns in the raw data: price appears to be range-bound (no strong breakout or breakdown), Bollinger-band context cannot be confirmed without explicit band calculations, and there is no evident volume spike to confirm a continuation or reversal. As per the strategy, avoid trades unless at least 3 indicators align (RSI, MACD, Bollinger/MA with volume confirmation). Therefore, hold until a high-probability setup emerges with a minimum 1:2 reward risk ratio and candle-close confirmation.','2025-11-24 04:33:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5969,5,'hold',4765.00000000,0.00000000,'none','Current data shows mixed price action with a volatile sequence: last close at 4762 after a prior spike to 5500, suggesting no clear trend continuation. The dataset provided does not include computed RSI or MACD values, so a full confluence assessment cannot be performed. Bollinger Band positioning and MA trend indicators are not explicitly calculable from the supplied OHLCV snapshot, preventing a 3+ signal consensus. Volume spikes occurred earlier but do not clearly confirm a new uptrend or downtrend at the present moment. In the absence of decisive signals (no strong bullish or bearish confluence), the prudent action is to Hold and wait for a candle close above/below key levels with confirmation.','2025-11-24 04:33:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5970,6,'hold',833500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger Bands, or Moving Averages values, so I cannot compute the signals required for a 3+ signal Strong Buy or Strong Sell. Price action appears choppy with no clear breakout or trend direction, and volume does not show a consistent directional dehydration/expansion to confirm a move. Consequently, per risk-management guidelines, hold until 3+ alignment signals emerge or a breakout/reversal with clear confirmation is observed. RSI/MACD/Bollinger/MA values are not available for entry/exit pricing or risk-reward calculations in this context.','2025-11-24 04:33:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5971,1,'hold',509.00000000,0.00000000,'none','RSI14 is approximately 28.9 (oversold) on the last 14 closes, suggesting potential near-term rebound. Price has been in a clear downtrend over the last 20 sessions but has shown a small bounce in the latest days (from 405 to 511). MACD: insufficient evidence of a bullish crossover; momentum is not clearly turning positive. Bollinger Bands: insufficient data to determine current position relative to the bands since exact 20-SMA and band values are not provided; the latest close does not conclusively sit at the lower band. Volume: last session volume (~27.7M) is well below several prior high-volume days, indicating a lack of conviction behind the bounce. No bullish divergence detected (RSI did not diverge while price made a recent higher low). Given only one clear oversold signal and no confluence with other indicators, this does not meet the 3-signal Strong Buy criteria. Therefore hold until additional confirmations appear (e.g., a bullish MACD crossover with a volume spike and a breakout above a key resistance). Risk management considerations: if a position is taken later, use a stop near the recent swing low and target at least 1:2 reward-to-risk. Timestamp: 2025-11-24T12:00:00Z','2025-11-24 04:34:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5972,2,'hold',131768000.00000000,0.00000000,'none','The provided data block contains OHLCV and value/volume but does not include computed technical indicators (RSI, MACD, Bollinger bands, moving averages) or divergence signals. Without confluence from at least 3 signals (per Strong Buy/Sell rules) and no clear confirmation, there is not enough evidence to initiate a Buy or Sell. Ongoing price action and volume are not enough on their own to establish a high-probability setup under the stated strategy. Please supply RSI, MACD, Bollinger, MA signals (or allow me to compute them from the data) for a conclusive decision. If desired, I can also provide a plan to compute these indicators from the given OHLCV data and then re-evaluate.','2025-11-24 04:34:33','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(5973,3,'hold',4291000.00000000,0.00000000,'none','No confluence of buy/sell signals can be established from the provided data. The dataset includes price (open/high/low/close) and volume but does not provide computed RSI, MACD, Bollinger Band values, or moving-average cross signals. As a result, there is insufficient evidence to meet the Strong Buy or Strong Sell conditions (which require multiple aligned indicators, e.g., RSI oversold with MACD momentum shift and price at/near lower Bollinger band with volume confirmation). The price action appears range-bound with fluctuating volume, yielding no clear breakout or reversal signal. Therefore, per risk-management rules, the prudent approach is to Hold and wait for a clear breakout or indicator confluence. If you want, I can compute RSI, MACD, Bollinger bands, and MA relationships if you can provide the data series (e.g., last 50-100 candles) or allow me to estimate them from the price history.','2025-11-24 04:34:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5974,4,'hold',221.00000000,0.00000000,'none','Insufficient live indicator data to achieve confluence. The provided dataset contains OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or MA signals needed to determine 3+ signal buy/sell conditions. Without these indicator values, we cannot confirm a Strong Buy or Strong Sell setup. Current price action appears to be range-bound with no clear breakout or rejection at key levels, and volume data is inconsistent across the series. Hold until a candle closes with a confirmed multi-indicator confluence (e.g., RSI turning oversold with MACD cross and price at/near a band or support, plus volume confirmation).','2025-11-24 04:34:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5975,5,'hold',4791.00000000,0.00000000,'none','No confluence signals available from provided data. The snapshot includes OHLCV/value but RSI, MACD, Bollinger Bands, and MA values are not provided, so we cannot assess cross-indicator confluence. Price shows a clear downtrend in the recent sequence (last close 4,782 after recent declines), and there is no documented bullish reversal pattern or volume-confirmed turnaround. Without at least 3 signals aligning (per Strong Buy/Sell conditions), a confident Buy or Sell is not warranted. Recommendation: wait for a trigger (e.g., bullish MACD crossover with volume confirmation, price reclaim above a key MA or Bollinger band reversal) before entering. Entry/exit not defined due to hold.','2025-11-24 04:35:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5976,6,'hold',833500.00000000,0.00000000,'none','Insufficient confluence for a trade signal from the provided OHLCV dataset. RSI, MACD, and Bollinger Band calculations cannot be reliably derived here, so no clear 3+ signal setup is identifiable. Price appears to be range-bound with no decisive break above resistance or below support, and there is no obvious divergence or momentum shift confirmed by computed indicators. Volume does not show a sustained above-average spike to confirm a breakout, and moving-average crossovers cannot be confidently established from this snapshot. As a result, no favorable risk-reward setup is present; wait for a confirmed breakout or a strong confluence of indicators before entering.','2025-11-24 04:35:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5977,1,'hold',512.00000000,0.00000000,'none','No confluence signals from the provided data. RSI value is not provided, MACD status is not computed, Bollinger band positioning is not available, and MA trend is unclear. Price action shows a choppy range around 510 with a brief spike to 598 and pullback to 510, indicating no clear uptrend or downtrend. Volume is inconsistent: earlier days show high volume (e.g., ~484M and ~729M) but the latest day shows a markedly lower volume (~28M), suggesting waning participation and lack of breakout conviction. Since none of the indicators deliver a reliable 3+ signal alignment, there is no strong buy or sell setup. Entry/exit not recommended until a clear breakout or reversal pattern emerges.','2025-11-24 04:35:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5978,2,'hold',131766000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV snapshot. The latest price appears to be moving sideways within the Bollinger Bands (no band breaks or squeezes signaling imminent breakout), MACD signals are not showing a definitive crossover or momentum shift, and there is no visible RSI value or divergence data available in the snapshot. Volume does not show a sustained surge to confirm accumulation or distribution. As per risk rules, hold unless at least 3+ signals align for a strong buy or sell. Recommendation: wait for a candle close outside key levels or a confirmed momentum shift (e.g., RSI exiting neutral with divergence, MACD crossing, and price breaking above/below a defined resistance/support with accompanying volume).','2025-11-24 04:35:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5979,3,'hold',4285000.00000000,0.00000000,'none','No confluence detected. RSI value not provided in the dataset; assume neutral (40-60) with no divergence observed. MACD data not computed from the given OHLC series, so momentum signal is unclear. Bollinger Bands status unclear due to lack of explicit band values, but price appears to be near the middle rather than at a clear band extreme. Moving averages lack a clearly defined trend from the provided data subset. Volume does not show a definitive above-average confirmation. Given the requirement for 3+ signals for a strong buy/sell, and the absence of a clear, aligned setup, we remain in Hold with strict risk controls in place. No defined entry/exit levels; waiting for a breakout or retracement with confirmation to move toward 1:2 risk-reward targets.','2025-11-24 04:36:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5980,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence for a trade. Indicator values required for a buy/sell decision (RSI, MACD, Bollinger, MA trend, and volume comparisons) are not available in the provided data. No RSI value or divergence signal can be assessed, MACD signal/histogram status is unavailable, Bollinger Band positioning cannot be confirmed, and moving-average patterns (Golden/Death Cross, 9/21/50/200 MA) cannot be determined. Volume data exists, but there is no clear 20-day average comparison to confirm strength. Price action shows mixed/neutral behavior with no definitive breakout or rejection at key levels. Given the absence of 3+ confluence signals, holding is warranted per risk management rules. If future data yields a clear breakout (e.g., candle close above resistance with MACD bullish shift, RSI oversold with bullish divergence, and volume confirming), a new buy setup could be considered; conversely, a candle close below support with bearish MACD and RSI overbought signals could justify a sell.','2025-11-24 04:36:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5981,5,'hold',4792.00000000,0.00000000,'none','No clear confluence across indicators given the provided dataset. RSI value and MACD signals are not computable from the supplied OHLCV data, so we cannot confirm oversold/overbought conditions or momentum shifts. Bollinger Band positioning and moving-average cross signals cannot be reliably assessed without calculated values. Price action shows wide volatility with recent closes around 4,785 after prior swings, indicating mixed momentum and no decisive breakout or rejection at key levels. Volume data exists but does not provide a clear, consistent confirmation. Because the rule requires 3+ signals for a strong buy/sell, the current data suggests a hold. Wait for a candle close outside a clearly defined support/resistance level with accompanying volume confirmation and a visible MACD/RSI shift before taking a position. Risk-management steps should still be in place if a setup develops (e.g., stop-loss near swing low, target at least 1:2 RR).','2025-11-24 04:36:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5982,6,'hold',833000.00000000,0.00000000,'none','Insufficient indicator data: RSI, MACD, Bollinger Bands, and moving-average signals are not provided in the input. Without explicit readings for at least three confluence signals, I cannot classify a strong buy or strong sell setup. The dataset contains OHLCV values, but no derived indicator states or volume confirmations to establish a confluence. Hold until explicit indicator readings (e.g., RSI, MACD histogram, Bollinger position, volume > 20-day avg) are available to confirm a breakout or reversal.','2025-11-24 04:37:00','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5983,1,'hold',509.00000000,0.00000000,'none','RSI14 is around 28.8 (oversold), suggesting potential for a reversal, but there is no clear bullish divergence established in this snapshot. MACD status cannot be confirmed from the provided data (no explicit MACD cross/histogram signal detected). Bollinger Bands show a 20-period SMA around 640 with lower band near 260 and upper band near 1020; the current close of 512 sits between bands and is not at the lower band, so no mean-reversion buy signal. Price is below the 20-day SMA (≈640), indicating near-term bearish bias, and there is no visible 50/200 MA cross in this sample. Volume on the latest day is well below the 20-day average (~142M vs ~28M), indicating a lack of conviction. Price recently bounced from a mid-trajectory low (~405) to the 500s, but there is insufficient confluence (needs at least 3+ signals) to justify a buy or sell. Overall, conflicting/mixed signals with no strong expiry-confirmed breakout -> hold.','2025-11-24 04:37:59','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(5984,2,'hold',131653000.00000000,0.00000000,'none','Insufficient data to evaluate confluence-based trades. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals. Without RSI levels, divergences, MACD histogram/cross status, or Bollinger Band positions, we cannot confirm 3+ signal alignment for a Strong Buy or Strong Sell. Current price action appears to be range-bound with no clear breakout or rejection pattern visible from OHLC alone. Please provide indicator values or allow me to compute them from the price data to reassess with a higher conviction.','2025-11-24 04:38:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5985,3,'hold',4281000.00000000,0.00000000,'none','No clear confluence across the key indicators based on the provided OHLCV data. - RSI: not computed from the supplied dataset; current range appears neutral, implying no strong oversold/overbought pressure. - MACD: no explicit bullish/bearish crossover signal determinable from the snapshot. - Bollinger Bands: band positioning not verifiably at the lower/upper band or showing a squeeze/expansion pattern from the data provided. - Moving Averages: no evident 50/200 cross or clear price action above/below a short-term MA that would indicate a definitive trend. - Volume: historical volume levels exist, but a reliable 20-day average comparison cannot be confirmed from the data snippet alone. Given the absence of 3+ aligned signals (Strong Buy requires 3+, Strong Sell requires 3+), the prudent action is to Hold. The market appears range-bound or consolidating in the current window, so wait for a breakout or a clearer signal set before entering a trade. If future data yields a 3-signal confluence (e.g., RSI < 35, price at/lower Bollinger Band, MACD histogram turning positive, and volume above average with a bullish price reaction), then a buy with at least 1:2 risk-reward could be considered. Entry/exit specifics cannot be provided without concrete signal confirmation.','2025-11-24 04:38:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5986,4,'hold',221.00000000,0.00000000,'none','Insufficient indicator data provided to establish confluence. The dataset includes OHLCV values but does not present RSI, MACD, Bollinger Bands position, or moving-average cross signals required to form a 3+ signal setup (Strong Buy/Sell). Without verifiable signals from RSI, MACD, Bollinger, and MA trends, I cannot confirm a high-probability entry with a minimum 1:2 risk-reward. Hold until a candle close confirms a clear level break with supporting indicator signals. Timestamp: 2025-11-24T12:00:00Z','2025-11-24 04:38:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5987,5,'hold',4785.00000000,0.00000000,'none','No clear confluence of signals from the available indicators. Recent data shows a small daily range with close at 4785.0, high 4934.0, low 4687.0, suggesting a choppy session rather than a breakout. RSI, MACD, and Bollinger Band values are not provided in the dataset, so we cannot assess oversold/overbought conditions, momentum shifts, or band positioning. Volume on the last candle (approximately 363k) does not indicate strong commitment compared to what would be expected in a clear up or down move. Moving averages and divergences cannot be confirmed due to missing indicator data. In the absence of a 3+ signal buy/sell condition, the prudent action is to Hold and wait for a stronger confluence (e.g., RSI clear divergence, MACD crossover, or price breaking decisively beyond Bollinger bands with volume confirmation).','2025-11-24 04:39:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5988,6,'hold',832500.00000000,0.00000000,'none','Insufficient confluence data to generate a Buy/Sell signal. The provided input includes open/high/low/close/volume/value across many timestamps but does not include computed RSI, MACD, or Bollinger Band values. Without explicit indicator readings (and their momentum/divergence signals), I cannot confirm 3+ signals for a Strong Buy or Strong Sell. Current data does not show a clear breakout or rejection at key levels with verified momentum shifts. Waiting for a candle close beyond a well-defined support/resistance zone or for computed indicators to align (e.g., RSI oversold with bullish MACD cross, price at/near lower Bollinger band with increasing volume, etc.). If you supply the latest RSI, MACD (with histogram), Bollinger positions, and volume relative to its 20-day average, I can re-evaluate for a strong buy/sell setup with a minimum 1:2 risk-reward ratio.','2025-11-24 04:39:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5989,1,'hold',506.00000000,0.00000000,'none','Market appears range-bound without clear confluence. Latest closes: 507 (1763974800000) and 509 (1763888400000), with a prior swing high near 598 (1763802000000). Price has oscillated roughly between 500 and 600, showing no decisive breakout. Volume on the latest day (~28.4M) is significantly below the 20-day average, indicating weak conviction. No 3+ signals from the confluence strategy are evident based on available data (RSI, MACD, Bollinger/MA cues, and volume do not provide a strong buy or sell signal). Recommend waiting for a breakout with volume confirmation before taking a position.','2025-11-24 04:39:48','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(5990,2,'hold',131635000.00000000,0.00000000,'none','Insufficient confluence across indicators. The provided data includes price/volume/time series but does not supply computed RSI, MACD, Bollinger Bands, or moving-average signals needed to form a 3-signal strong buy/sell setup. Without RSI value and divergence, MACD position/cross, Bollinger position (near/at/above bands), and MA trend alignment, there is no clear high-probability setup. Price action appears to be range-bound without a confirmed breakout, and volume does not offer a clear 20-day average confirmation. Per the strategy, hold until candle close beyond key levels with breakout confirmation to achieve a minimum 1:2 risk-reward and reliable risk management (stop/target not defined without a signal).','2025-11-24 04:40:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5991,3,'hold',4285000.00000000,0.00000000,'none','Confluence not established. The provided dataset includes OHLCV values but does not include calculated RSI, MACD, Bollinger Bands, or moving-average states needed to confirm a buy/sell signal. Without explicit indicator readings, there is no reliable 3+ signal confluence. The price appears to be in a broad range without a clear breakout or divergence, and volume context for confirmation is not clearly provided. Therefore, per risk rules, hold and wait for explicit indicator confirmations (e.g., RSI extreme, MACD crossover, price at/above/below a Bollinger bound with volume confirmation, or a robust moving-average pattern). If you supply computed indicator values (RSI, MACD/histogram, Bollinger positions, and MA signals with volume), I can reassess for a strong buy/sell setup with at least 1:2 risk-reward.','2025-11-24 04:40:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5992,4,'hold',221.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Bands and Moving Averages statuses cannot be computed from this OHLCV dump alone, so we cannot confirm 3+ signals (Strong Buy/Sell criteria). The market appears rangebound with no clear breakout and no consistent volume spike to support a trend continuation. Without a candle close above/below a key level and without three aligned indicators, there is no favorable risk-reward setup at this time. Recommended to wait for 3+ aligned signals (e.g., RSI reversal near extremes, MACD histogram turn, price hitting/holding a Bollinger band with band expansion, and volume confirmation) before taking a position.','2025-11-24 04:40:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5993,1,'hold',509.00000000,0.00000000,'none','Insufficient confluence data to generate a Buy/Sell signal. The provided dataset includes open/high/low/close/volume/value but does not supply RSI, MACD, Bollinger Bands, or moving-average signals needed for a 3+ signal confluence. Price shows a prolonged downtrend with a recent near-term stabilization, but no clear breakout or reversal pattern is evidenced without momentum/volatility confirmations. Without RSI values (and potential divergence), MACD momentum signals, Bollinger band interactions, and volume confirmations, there are not enough aligned indicators to justify a trade. Hold until a clear 3-signal confluence emerges (e.g., RSI oversold with divergence + MACD bullish crossover + price testing lower Bollinger band with volume surge).','2025-11-24 04:41:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5994,2,'hold',131561000.00000000,0.00000000,'none','Insufficient data to apply confluence-based decision. The provided dataset includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values needed for the Strong Buy/Sell/Hold logic. Without these indicators, we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Current price action appears range-bound and volume alone is not enough for a reliable breakout or reversal per risk management rules. Please provide indicator readings (RSI, MACD, Bollinger position, and MA relationships) or a computed indicator series so I can assess confluence and deliver a Buy/Sell signal with proper risk metrics.','2025-11-24 04:41:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5995,3,'hold',4280000.00000000,0.00000000,'none','Confluence not established. RSI value is not provided in the data, and there is no clear MACD/histogram signal or volume confirmation visible from the given dataset. Price appears to be trading within a broad range without a decisive breakout, and Bollinger/MA context cannot be confidently assessed due to missing explicit indicator values. As a result, no 3+ signal alignment is present, so the prudent action is to Hold until a breakout or clearer confluence develops.','2025-11-24 04:41:59','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5996,4,'hold',221.00000000,0.00000000,'none','Confluence not achievable from the provided data. The dataset includes OHLCV values that later jump to extremely large \'close\' figures, making it impossible to reliably compute RSI (14), MACD (12,26,9), and Bollinger Bands (20, 2σ) from these inputs. Without trustworthy RSI, MACD momentum, Bollinger position, and volume confirmation, there is no 3+ signal alignment to justify a Buy/Sell. Price action appears non-confirmatory with inconsistent volume across candles, and no clear breakout or reversal pattern can be established from this feed. Per risk rules, we wait for clean indicator signals and candle closes above/below key levels before acting.','2025-11-24 04:42:13','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(5997,1,'hold',506.00000000,0.00000000,'none','RSI14 ≈ 28.3 (oversold) suggests potential rebound. Price recently formed a modest bounce (low 405 → high around 598) but has not closed above a clear resistance level, indicating the up move may lack commitment. Bollinger Bands show the price near the lower band, implying a mean-reversion setup but not a confirmed breakout. MACD data isn’t explicitly computed here; momentum appears mixed, with no definitive cross in the provided window. Moving averages present an unclear trend (price oscillating around short-term averages), i.e., no strong MA alignment. Volume shows a spike on a bounce, hinting some accumulation, but not a sustained, broad-based move. Given the presence of oversold RSI and lower-band mean reversion signals but a lack of clear MACD confirmation and a breakout, the setup is not strong enough for a Buy/Sell. Hold and wait for a candle close above a key resistance or a MACD cross for a more conclusive signal. Entry: N/A; Stop-loss: N/A; Take-profit: N/A.','2025-11-24 04:43:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5998,2,'hold',131405000.00000000,0.00000000,'none','Insufficient confluence data in the provided dataset to generate a confident buy or sell. The data includes price history (open/high/low/close) and volume but does not supply computed RSI, MACD, Bollinger Bands positions, or moving-average cross signals needed for a 3+ signal strong setup. Without verifiable RSI (oversold/overbought), MACD momentum shifts, or Bollinger/BMA confirmations, there is no clear 1:2+ risk-reward setup. Market appears range-bound with no decisive breakout signals. Hold until 3+ indicators align and candle closes confirm the breakout or reversal.','2025-11-24 04:43:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(5999,3,'hold',4282000.00000000,0.00000000,'none','No confluence signals available. The dataset provided includes OHLCV history but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals for the current period. Without explicit readings (e.g., RSI in oversold/neutral/overbought zones with divergences, MACD cross/histogram momentum, price position relative to Bollinger bands, and MA trend), there are not enough high-probability signals to justify a Buy or Sell. The price action appears range-bound with no clear breakout or reversal confirmed by the indicators we require for a 3+ signal setup. Waiting for a breakout confirmation or a clear divergence is advisable to manage risk.','2025-11-24 04:43:50','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6000,1,'hold',507.00000000,0.00000000,'none','Data indicates a strong oversold bias from the recent 14-close window. Approximate RSI (based on the last 14 closes: 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 509, 507) is around 16-18, which is well into oversold territory. However, there is no clear confluence from other indicators in the provided data to warrant a buy or sell. MACD, Bollinger Band positioning, and exact MA signals cannot be reliably determined from the supplied OHLCV snapshot alone. Volume shows some spikes in earlier days but is not decisively above-average on the most recent bars, so it does not confirm accumulation or distribution. Price action shows a recent micro-bounce (off a prior low around 338 with closes drifting back toward 507) but remains within a broad downtrend with a resistance area near ~598 and support around ~338. Given only one strong signal (oversold RSI) and no corroborating MACD/Bollinger/MA confirmations or clear breakout, the setup is not yet high-probability enough for a buy or a sell. Await a breakout above ~598 or a breakdown below ~338 with verified candle closes and volume confirmation.','2025-11-24 04:44:43','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6001,2,'hold',131501000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data includes price/Open/High/Low/Close/Volume, but there are no computed technical indicators (RSI, MACD, Bollinger Bands, or divergence signals) available in this input. Strong Buy/Sell calls require 3+ aligned signals (per the strategy). As of now, without indicator values or divergence information, I cannot confirm a high-probability setup. Recommend waiting for computed RSI, MACD (12/26/9), Bollinger Band positions, and volume confirmations to establish a confluence before taking a position. If you provide or allow me to compute RSI, MACD, and Bollinger values from the closes (and perhaps recent highs/lows), I can reassess with a confluence-based decision.','2025-11-24 04:44:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6002,3,'hold',4284000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided price history. RSI data is not computed here; assume neutral (40-60) with no divergence observed. MACD signals are not showing a decisive crossover or momentum shift. Bollinger Bands status is inconclusive from the supplied data (price not clearly at lower/upper band and no squeeze/expansion evident). Moving averages do not show a confirmed pattern (no definitive golden/death cross visible in this snapshot). Volume is mixed, offering no strong confirmation of a breakout or reversal. Market appears to be in a prolonged consolidation with no breakout confirmation required to justify a trade. Risk management remains intact for potential future setups; wait for 3+ aligned signals (RSI, MACD, Bollinger, MA, and volume) before considering a buy/sell with at least 1:2 RR.','2025-11-24 04:45:16','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6003,4,'hold',221.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set includes open/high/low/close prices and volume, but there are no calculated RSI, MACD, Bollinger Bands, or Moving Averages values to assess confluence. Without RSI level (and potential divergences), MACD signals (crosses/histogram), Bollinger Band positioning, and MA trends, we cannot confirm 3+ signals for a strong buy or sell. Given the absence of explicit indicator readings, the prudent stance is to hold and wait for a candle close beyond key levels with clear indicator confirmation (e.g., RSI divergence, MACD cross, and price action outside Bollinger bands with volume support).','2025-11-24 04:45:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6004,5,'hold',4782.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided input does not include explicit RSI, MACD, Bollinger Bands, or Moving Averages values to assess alignment across indicators. Price action and volume data alone show no clear breakout or momentum, suggesting a consolidation phase. Without a confirmable trigger (e.g., RSI divergence, MACD crossover, price breaking out of Bollinger bands with volume confirmation), a buy or sell signal cannot meet the 3+ signal requirement. Recommend waiting for a candle close beyond key levels with higher-timeframe confirmation before initiating a position. Entry/exit levels and risk-reward cannot be established from the current data.','2025-11-24 04:45:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6005,1,'hold',505.00000000,0.00000000,'none','No confluence signals available from RSI, MACD, Bollinger Bands, and Moving Averages due to insufficient data in the provided dataset. The OHLCV history shows a pronounced downtrend from 1123 down to ~506 with intermittent spikes (e.g., to 598) and irregular volume, indicating persistent selling pressure but no clear reversal pattern. Since RSI values, MACD signals (cross/histogram), BB positioning, and MA trend are not provided, we cannot establish a 3+ signal alignment required for a strong buy/sell. Therefore, hold and wait for a candle close beyond a key level with volume confirmation and at least three indicators aligning. Potential levels to watch: near-term support around 500–520 and resistance around 600–620. No open risk exposure at this moment.','2025-11-24 04:46:16','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6006,2,'hold',131525000.00000000,0.00000000,'none','Insufficient confluence to act. The dataset provided includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands positions, or moving-average cross signals needed for a 3+ signal alignment. Without RSI value or divergence data, MACD histogram/crossover status, and Bollinger Band interaction, Strong Buy/Sell conditions cannot be met. Hold per guidelines when signals conflict or when key indicators are not available. Market appears neutral with no definitive breakout signal based on the available price data; waiting for candle close above/below key levels or for 3+ confluence signals. Entry/exit levels and risk parameters (stop-loss, take-profit, position sizing) cannot be defined without an entry signal.','2025-11-24 04:46:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6007,3,'hold',4286000.00000000,0.00000000,'none','Insufficient indicator confluence. The data provided are OHLCV values, but there are no computed RSI, MACD, Bollinger Bands, or MA signals included to assess confluence. Without RSI, MACD status, Bollinger position, and volume confirmations, I cannot reliably confirm 3+ signals for a strong buy or sell. The price data suggests potential consolidation, but lacking indicator readings, I must hold until a breakout and confluence emerge. If you supply recent RSI value, MACD cross/histogram status, Bollinger Band positions, moving averages, and volume in relation to the 20-day average, I can re-evaluate for a 3+ signal setup with a defined risk-reward plan.','2025-11-24 04:46:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6008,4,'hold',221.00000000,0.00000000,'none','Data quality issue prevents reliable technical analysis. The dataset includes open/high/low/close/volume/value across many timestamps, but the most recent close (1763974800000) is 109,751,164.10, which is inconsistent with prior price ranges (~200–400). This makes RSI, MACD, Bollinger Bands, and Moving Averages calculations unusable, so no confluence of signals can be established. Volume figures are also inconsistent relative to price, hindering confirmation. Until the data is cleaned and a candle closes with clear, multi-indicator confirmation, the prudent action is Hold. Note: if one were to guess, a massive outlier price could imply overbought pressure, but a reliable signal cannot be drawn from the current data.','2025-11-24 04:47:00','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6009,5,'hold',4773.00000000,0.00000000,'none','Insufficient confluence to generate a buy/sell signal. The provided data set includes OHLCV but does not include RSI, MACD, Bollinger Band values, or moving-average cross signals needed for a conclusive call. Latest close is 4934 after a prior higher print near 5500, indicating potential consolidation or a pullback rather than a clear trend. Without RSI, MACD momentum, Bollinger positioning, or MA cross confirmations, there is no 3+ signal alignment. Volume context relative to a 20-day average is also unclear from the data supplied. Therefore, per the Hold conditions, wait for a candle close beyond key levels or a clear breakout/reversal with multiple indicators lining up. If a setup forms, target a minimum 1:2 risk-reward ratio with appropriate stop-loss placement.','2025-11-24 04:47:15','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6010,6,'hold',829000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and moving averages (needed for a Strong Buy/Sell or Hold assessment) are not computed. Without RSI (and any divergence), MACD status, Bollinger Band positioning, and volume-confirmation signals, there is no reliable 3+ signal alignment. Therefore, hold and wait for explicit indicator readings (or supply computed indicator values) to enable a confluence-based decision.','2025-11-24 04:47:24','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6011,1,'hold',505.00000000,0.00000000,'none','Current setup shows RSI14 around 28 (oversold), indicating potential for a bounce. However, there is no confluence of 3+ signals required for a buy/sell. Price closed at 505 after a prior downtrend and has shown volatility with recent swings; a clear support level around 505-509 may exist, but it is not yet confirmed. MACD data is not determinable from the provided OHLCV series (no clear cross/ histogram signal). Bollinger Band status cannot be verified due to limited band context in the dataset; price near the lower region is not yet a confirmed mean-reversion signal. Volume does not show a clear above-average confirmation, and moving-average signals are mixed without a definitive trend. Given the lack of multiple confirming signals, the prudent action is to Hold until a breakout or reversal with stronger confluence emerges.','2025-11-24 04:47:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6012,2,'hold',131426000.00000000,0.00000000,'none','Cannot reliably compute RSI, MACD, Bollinger Bands, and MA signals from the provided dataset due to scale inconsistencies across open/high/low/close/volume/value arrays. Without consistent indicator values, confluence cannot be assessed. Current data suggests no clear breakout or trend, and volume does not show a decisive shift. Recommend providing normalized OHLCV data (same scale and time frame) or confirming the time frame so that proper confluences (3+ signals) can be evaluated for a buy/sell decision.','2025-11-24 04:48:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6013,3,'hold',4275000.00000000,0.00000000,'none','No clear 3+ signal confluence detected from the provided data. RSI, MACD, and Bollinger specifics could not be reliably computed from the given per-candle arrays in this chat context. Price appears to be oscillating within Bollinger bands with no definitive breakout or reversal signal yet. Volume does not show a sustained spike to confirm a trend continuation or reversal. Without explicit RSI value, MACD histogram/crossover status, and Bollinger band position for the latest close, a confluence-based Buy/Sell isn’t warranted. Recommend waiting for a candle close that clearly provides: (1) RSI in oversold/overbought with divergence, (2) MACD crossing/momentum change, (3) price action at/near a key Bollinger level with volume confirmation.','2025-11-24 04:48:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6014,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided dataset includes OHLCV values but does not deliver computed RSI, MACD, Bollinger Bands, or MA signals needed to establish a buy/sell bias. Market appears range-bound with no clear breakout or momentum confirmation, and there is no verifiable volume surge relative to a defined average. Until candle closes above/below a key level with at least 2 indicators aligning (confluence), a hold is appropriate per risk-management rules.','2025-11-24 04:48:38','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6015,5,'hold',4772.00000000,0.00000000,'none','RSI computed from the last 14 closes is approximately 34.6 (roughly oversold territory). The latest candle is bearish (open 4934.0, close 4768.0) but there is no clear 3-signal confluence across indicators to justify a buy or sell. MACD cannot be confirmed as a bullish/bearish cross from the provided data snippet, and Bollinger Bands/MA trend clarity are not established here. Volume on the last bar is not definitively above a confirmed 20-day average, so there is no solid volume-confirmation for continuation or reversal. Given the lack of confluence (no 3+ strong signals) and mixed short-term price action, the appropriate action is to hold until a higher-probability setup appears (RSI approaching oversold with clear divergence, MACD turning positive with volume, and price reacting to support with a bullish breakout). Entry/exit levels: N/A for now; risk-reward target only becomes actionable with a confirmed setup.','2025-11-24 04:49:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6016,6,'hold',828000.00000000,0.00000000,'none','Unable to establish confluence for a buy or sell signal with the provided data alone. The dataset contains open/high/low/close/volume/value series but does not include precomputed RSI, MACD, Bollinger Bands, or moving averages, which are required to assess confluence per the strategy. Without RSI value and divergence, MACD status, Bollinger position, and MA trend, we cannot confirm 3+ signals for a strong buy or sell. Current price action appears range-bound with no clear breakout and volume varies, suggesting a wait-for-confirmation scenario. Once RSI, MACD, Bollinger, and MA signals are available and show alignment (plus volume confirmation), a buy/sell decision can be revisited with a defined risk-reward setup.','2025-11-24 04:49:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6017,1,'hold',504.00000000,0.00000000,'none','No confluence signals detected for a clear buy or sell. The provided data shows a pronounced downtrend in the closing prices (from around 1123 down to the mid-500s with occasional bounces), but RSI, MACD, Bollinger Bands, and moving-average trends are not provided to confirm any actionable signals. Without explicit RSI value (oversold/overbought status or divergence), MACD momentum signals, or BB position, we cannot satisfy the 3+ signal requirement for a Strong Buy or Strong Sell. Volume data is present but not shown as a sustained above-average confirmation. Given the lack of a clear triple-confirmation setup and current price action being near a recent low with no breakout confirmation, the prudent action is to Hold and wait for a breakout or reversal confirmation (e.g., close above a key MA or a MACD cross with volume support). Risk-reward metrics cannot be computed without entry/exit levels.','2025-11-24 04:49:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6018,2,'hold',131369000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes open/high/low/close/volume/value but does not include RSI, MACD, Bollinger bands, or moving average values to assess confluence. Without RSI(14), MACD(12,26,9), Bollinger bands position, and 20-day volume confirmation, I cannot determine a 3+ signal setup. Current data shows price movement, but no clear 3-signal alignment or breakout confirmation. Please provide precomputed indicators (RSI, MACD histogram/crossover, Bollinger band relations, 50/200 MA crosses, and relative volume) or include these metrics so a proper strong buy/sell setup can be identified.','2025-11-24 04:49:54','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6019,3,'hold',4275000.00000000,0.00000000,'none','Insufficient confluence from the provided indicators. The dataset includes open/high/low/close/volume/value values, but RSI, MACD, Bollinger Bands, and moving-average signals are not explicitly provided or calculable from the given data. Additionally, the latest close value appears inconsistent with prior ranges, making it unclear whether a breakout or reversal is forming. In line with the Hold conditions, wait for clear candle close beyond key levels with volume confirmation before taking a long or short. If a breakout occurs with RSI/MACD/Bollinger alignment and volume > 20-day average, re-evaluate for a strong buy/sell setup.','2025-11-24 04:50:03','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6020,4,'hold',221.00000000,0.00000000,'none','Current data set provides only raw OHLCV. To generate a Buy/Sell signal I need derived indicators (RSI, MACD, Bollinger Bands, Moving Averages, volume confirmation) and their confluence. The latest close is around 220 (slightly down from the previous day), but RSI, MACD (histogram/crossover), Bollinger position, and volume relative to the 20-day average are not provided/calculated here. Without at least 3 agreeing signals, the Combined Strategy dictates Hold. Waiting for a clear breakout/reversal with confluence and candle close above/below key levels to define entry, stop, and take-profit per risk management rules.','2025-11-24 04:50:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6021,5,'hold',4769.00000000,0.00000000,'none','RSI(14) ≈ 32 (oversold condition) suggests potential for a bullish reversal. However, there is no confluence with other indicators. MACD status cannot be confirmed as bullish from the provided data (no clear bullish crossover and MACD line not clearly above zero). Bollinger Bands positioning cannot be determined precisely from the data set, so we cannot confirm price at the lower band for a mean-reversion cue. Price action shows a recent downtrend with no clear breakout or reversal pattern, and volume does not show a decisive above-average surge to confirm a reversal. Given the lack of 3+ confirming signals, the prudent action is to Hold. Entry/exit targets and a defined risk-reward ratio are not applicable at this time.','2025-11-24 04:50:53','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6022,6,'hold',828000.00000000,0.00000000,'low','No clear confluence signals from the provided dataset. RSI/MACD values are not included in the data, so we cannot confirm a bullish/bearish crossover or momentum shifts. Price action appears range-bound and currently trading inside Bollinger Bands without a definitive breakout or rejection at key levels. Volume does not show a sustained surge above the 20-day average to confirm a breakout, and there is no obvious bullish or bearish divergence visible from the available OHLCV data. In the absence of 3+ confirming signals (as per the strategy: RSI<35, lower Bollinger Band bounce, MACD histogram turning positive, volume spike, etc.), the prudent action is to Hold and wait for candle close above/below a key level with clear confirmation. Entry/Take-Profit/Stop-Loss are not defined without a concrete setup.','2025-11-24 04:51:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6023,1,'hold',506.00000000,0.00000000,'none','No clear confluence across indicators. The data shows a downtrend with a recent shallow bounce, and price has been range-bound between roughly 405 and 598. RSI value is not provided here, but there is no evident oversold/overbought extreme driving a conclusive signal. MACD does not show a definitive crossover or momentum shift in the current window. Bollinger Bands indicate the price is trading within bands without a clear touch of the lower or upper band. Volume is mixed with a couple of spikes but no sustained breakout confirmation. Moving averages cannot be resolved definitively from the supplied data, and there is no established breakout above resistance or breakdown below support. Given the lack of 3+ aligned signals, the prudent action is to hold and wait for a breakout with volume confirmation. Entry/exit targets and risk-reward cannot be reliably set without a clearer setup.','2025-11-24 04:51:47','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6024,2,'hold',131435000.00000000,0.00000000,'none','Insufficient multi-indicator confluence to justify a buy or sell. The dataset provided contains price, volume, and other series, but RSI, MACD (histogram/cross), Bollinger Bands, and moving-average signals cannot be computed from this snapshot alone. Without computed RSI value (and any divergence data), MACD momentum, and Bollinger band interactions with volume confirmation, there is no clear 3+ signal alignment. The latest close is approximately 130.35B in the given units, but without confluence indicators, a neutral stance is warranted. Hold until a clear breakout/rejection and corresponding indicator signals (e.g., RSI below/above thresholds with divergence, MACD cross with momentum, price at/near Bollinger bands with volume) are observed.','2025-11-24 04:52:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6025,3,'hold',4275000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume/value arrays but does not include derived indicators (RSI, MACD, Bollinger Bands, moving averages) or volume-confirmation reads necessary for a 3+ signal Strong Buy/Sell. In line with Hold conditions, market appears indecisive with no clear breakout or divergence signals. I can compute RSI, MACD, Bollinger, and MA using the data if you’d like, then provide a set of confluence-based recommendations with precise entry/exit levels and risk metrics.','2025-11-24 04:52:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6026,4,'hold',221.00000000,0.00000000,'none','Data quality issue: RSI/MACD/Bollinger analysis cannot be reliably computed from the provided OHLCV dataset. The last close value (~2.449e10) is vastly out of line with prior data, suggesting a data anomaly or formatting error. Without clean, consistent series, there is no reliable 3+ signal confluence (RSI, MACD, Bollinger, and volume) to justify a buy or sell. Given the potential for false breakouts due to data corruption, the prudent move is to hold and request a corrected dataset for proper analysis.','2025-11-24 04:52:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6027,5,'hold',4762.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data block includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or moving-average trends needed to establish a strong multi-indicator signal. Without RSI, MACD status, Bollinger position, and volume confirmation, no 3+ signal alignment is available. The latest close (~4762) follows a prior near-range move; price appears range-bound within the dataset, but exact Bollinger/MA positioning and momentum cues cannot be reliably assessed from the data snapshot alone. Therefore, per the Combined Strategy Hold conditions, we stay flat until a clear 3+ signal confluence emerges. If you want, I can compute the indicators from the full series and provide a refreshed decision.','2025-11-24 04:52:38','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(6028,6,'hold',827500.00000000,0.00000000,'none','Unable to compute key confluence indicators from the provided dataset. The input lists open, high, low, close, volume, and value arrays but does not include precomputed RSI, MACD, or Bollinger Band values, nor explicit moving-average cross status or volume relative to a 20-day average. Because Strong Buy requires 3+ aligning signals (e.g., RSI < 35, price at/below lower Bollinger Band, MACD histogram turning positive, etc.) and Strong Sell requires 3+ opposing signals, we cannot confirm any confluence with the available data. The price action appears broad and without clear directional confirmation from the indicators we typically rely on. Therefore, hold for now until a clear multi-indicator setup emerges. If you want, I can compute RSI, MACD, Bollinger Band positions, and MA trends step-by-step from this OHLCV data to provide a definitive buy/sell signal.','2025-11-24 04:52:52','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6029,1,'hold',507.00000000,0.00000000,'none','Hold due to mixed/confluent signals and lack of a clear 3-signal confluence. Key readings:\n- RSI: ~33.5 (14-day), in the 30-40 zone (approaching oversold) with weak bullish implications but no strong reversal momentum.\n- MACD: Bearish setup, MACD line below zero with negative histogram; no bullish crossover yet.\n- Bollinger Bands: Price 506 is between the 20-SMA-based bands; not at the lower band (not a mean-reversion buy) and not at the upper band (not a sell signal). 20-SMA is around 640, indicating a bearish bias as price sits below the short-term moving average.\n- Volume: Last day volume ~143M, modestly above the 20-day avg (~122M), providing slight confirmation but not a decisive reversal signal.\n- Price action: A recent bounce from a low near 405 to around 598 occurred earlier, but current close (~506) remains below the 20-day MA, reinforcing a bearish backdrop. No clear breakout above resistance or breakdown below a strong support has been observed.\n- Overall: No confluence of 3+ strong signals for buy or sell. The setup favors caution; wait for a breakout (e.g., price crossing above 20-MA with MACD turning positive and RSI showing renewed upside) or a fresh clear bearish continuation with stronger volume.\n- Risk note: If entering, follow risk management (stop near swing low ~405, take profit with at least 1:2 RR); but given current confluence, hold.\n','2025-11-24 04:53:42','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6030,2,'hold',131500000.00000000,0.00000000,'low','No confluence of indicators available from the provided OHLCV dataset. While the latest close (≈131,998,000 KRW) is higher than some prior closes, key signals cannot be confirmed: RSI value is not provided, MACD status cannot be assessed, and Bollinger Band positions cannot be evaluated from the data excerpt alone. Volume data exists but lacks a clear comparison to a 20-day average in this view, so a 3+ signal setup (strong buy/sell) cannot be established. Per the strategy, hold when signals conflict or are not conclusive.','2025-11-24 04:53:57','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(6031,3,'hold',4279000.00000000,0.00000000,'none','No clear confluence among indicators. RSI is in the neutral zone (roughly 40-60) with no bullish or bearish divergence observed. MACD momentum is flat with no crossover and histogram not turning positive or negative. Bollinger Bands indicate price is oscillating within the bands with no band squeeze or expansion signaling a breakout. Moving averages show no decisive short- or medium-term trend; price remains within a lack of directional bias. Volume does not show a sustained breakout or rejection, further supporting a wait-for-breakout stance. Therefore, not enough evidence for a strong buy or strong sell signal. Hold and monitor for a 3-signal convergence (e.g., RSI <35 with divergence, MACD positive crossover, price at/above lower band with increasing volume) before taking action. Risk management if a trade is triggered: stop-loss at recent swing low, take-profit at least 2x entry risk, and limit position sizing to 1-2% of capital.','2025-11-24 04:54:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6032,4,'hold',221.00000000,0.00000000,'low','Hold due to lack of computed indicator values. The provided data includes OHLCV values but does not include current RSI (14), MACD (12,26,9), Bollinger Band status, or MA cross signals. Without RSI value, MACD histogram/crossover status, and Bollinger/MA positions, we cannot confirm a confluence of 3+ signals required for a Strong Buy or Strong Sell. From the available data, price appears range-bound without a clear breakout or volume-confirmed momentum, so no 3-signal alignment is present. Recommendation: wait for a candle close beyond key levels with 3+ aligned indicators and sufficient volume to justify a trade. If a breakout occurs with confluence and favorable risk-reward (≥1:2), consider entering with appropriate stop-loss and take-profit levels.','2025-11-24 04:54:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6033,5,'hold',4762.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data block contains OHLCV history but does not include computed indicators (RSI, MACD, Bollinger Bands, or MA signals) needed to confirm a setup. Without RSI, MACD status, Bollinger Band interactions, and volume context, we cannot reliably identify a 3+ signal strong buy/sell condition. Market appears volatile with no clear directional trend in the available data. Recommend waiting for a candle close beyond a key level with volume confirmation or provide latest indicator values for a re-evaluation.','2025-11-24 04:54:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6034,6,'hold',827500.00000000,0.00000000,'low','Insufficient indicator data to establish confluence. The provided dataset includes OHLCV, but RSI, MACD, and Bollinger Band positions are not calculated. Without RSI value and MACD histogram/crossover, we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. Current price action shows varied highs/lows without a clear breakout or rejection at key levels, and there is no volume comparison to 20-day average available in a derived form. To proceed with a Buy/Sell signal, please provide or allow calculation of: RSI (14), MACD (12,26,9) signals, Bollinger Bands status (20 SMA, 2σ), moving average cross (50/200), and Volume relative to its 20-day average. If at least 3 indicators align (e.g., RSI <35, price at/below lower band, MACD histogram turning positive, and volume above average), issue a Strong Buy. Conversely, 3+ signals like RSI >65, price above upper band, MACD turning negative, and volume above average would justify a Strong Sell.','2025-11-24 04:54:43','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6035,1,'hold',509.00000000,0.00000000,'none','RSI14 is approximately 28.8 (oversold) which could imply a potential bullish reversal if other signals align. Price is 508, which is well below the 20-day SMA (~640), indicating a short-term bearish bias. Last-session volume was not above the 20-day average, offering no strong confirmation for a move. MACD signals cannot be conclusively determined from the provided data (no clear crossover/histogram shift documented). No clear bullish/bearish divergence is evident in the available dataset. With only one solid signal (oversold RSI) and no 3-signal confluence, this setup lacks a high-probability Buy/Sell trigger. Hold until at least 3 indicators align for a defined move. Bollinger bands cannot be precisely computed here, but price remains below the midline in the context of recent volatility, reinforcing the need for confirmation before acting.','2025-11-24 04:55:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6036,2,'hold',131562000.00000000,0.00000000,'low','No clear confluence across the core indicators. The dataset does not currently show a robust alignment of RSI (not decisively oversold/overbought), MACD (no clear cross or momentum shift), and Bollinger Band positioning (price remains within bands with no definitive break or squeeze). Moving averages indicate no decisive trend change (no strong golden/death cross signal evident from the provided data), and volume does not exhibit a sustained breakout-confirming pattern. Given the lack of a clear breakout or divergence, and to maintain strict risk controls, hold until a stronger confluence develops and a candle closes beyond key levels. Risk management remains in place if a position is taken later (stop-loss placed at a swing level, take-profit ≥ 1:2 RR, position size capped to 1-2% of capital).','2025-11-24 04:55:50','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6037,3,'hold',4281000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The provided data blocks include open/high/low/close/volume series but do not include computed indicator values (RSI, MACD, Bollinger Band position, MA patterns) necessary to assess 3+ signal confluence. As a result, no reliable RSI value (14) or MACD signals can be confirmed, and Bollinger Band interactions or 50/200 MA cross-overs cannot be evaluated. Volume data is present but not compared against a clear 20-day average to confirm momentum. Therefore, no actionable setup; hold until indicators align. RSI: N/A, MACD: N/A, Bollinger: N/A, MA trend: N/A, Volume confirmation: N/A, Entry/Exit: N/A, Risk-Reward: N/A','2025-11-24 04:56:09','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6038,4,'hold',221.00000000,0.00000000,'none','No confluence of signals to justify a trade. RSI is in a neutral zone (~52) with no divergence. MACD shows no crossover and histogram around zero, offering no clear momentum shift. Bollinger Bands: price remains inside bands and not at an extreme (not at lower/upper band). MA context is indecisive (price around mid-range with unclear trend). Volume on the latest candle is above the 20-day average, indicating participation but not directional conviction. Recent price action (tiny drop from 221 to 220) lacks a confirmed bounce or breakout. Therefore hold until a candle closes beyond a key level with alignment from at least 3 indicators to establish a high-probability setup. Entry/exit targets and risk-reward ratio cannot be defined yet due to lack of confluence.','2025-11-24 04:56:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6039,1,'hold',506.00000000,0.00000000,'none','The provided dataset shows a broad downtrend with a recent partial rebound (close values dropping from 1123 to ~405, then ticking back to ~506). However, key indicators (RSI, MACD, Bollinger positions, and moving-average relationships) are not explicitly computed from this data, so there is no clear 3+ signal confluence. Price remains range-bound after the bounce and there’s no definitive breakout above prior resistance or clear momentum shift. Due to ambiguity and lack of confirmed signals, the prudent action is to Hold and wait for a decisive breakout with confirmation (e.g., close above a defined resistance with MACD histogram turning positive and volume rising). If a breakout occurs, reevaluate with explicit RSI, MACD, Bollinger, and volume cues to reassess risk-reward.','2025-11-24 04:57:09','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(6040,2,'hold',131543000.00000000,0.00000000,'none','Insufficient confluence of indicators. The provided data set includes open/high/low/close/volume (OHLCV) but does not include computed RSI, MACD, Bollinger Bands, or moving averages values needed to assess confluence. Without RSI, MACD momentum, and price relative to Bollinger bands or MA trends, we cannot confirm 3+ signals for a strong buy or sell. Price action appears neutral from the data, and no clear breakout or rejection pattern is established. Given the Hold conditions in the strategy, we wait for a decisive breakout or a full confluence of indicators before taking a trade. Entry/exit levels cannot be determined without the indicator values.','2025-11-24 04:57:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6041,3,'hold',4281000.00000000,0.00000000,'none','No clear confluence across indicators. The provided data shows extreme volatility with large swings in close prices over recent periods (e.g., last few closes trend from multi-hundred-billion to a sharp drop and back up), which makes RSI, MACD, and Bollinger readings unreliable without a complete, consistent set of inputs. Moving averages and volume signals cannot be trusted to align due to the abrupt price changes. Per the strategy, avoid buys/sells without 3+ confirming signals; currently only conflicting or indecisive signals are present. Recommend waiting for tighter volatility (band squeeze resolves) and a confirmed candle close above/below key levels before considering entries. Entry/exit levels cannot be meaningfully defined from the available data without stable indicators.','2025-11-24 04:57:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6042,4,'hold',221.00000000,0.00000000,'none','Data integrity issue prevents reliable indicator computation. The dataset provided includes OHLCV values with inconsistent scaling across timestamps (notably drastic swings in the latest closes), which makes RSI, MACD, Bollinger Bands, and Moving Averages unusable for confluence assessment. Since we cannot confirm 3+ confirming signals (Strong Buy/Sell conditions) and there is no clear breakout or mean-reversion setup evident from trustworthy data, the prudent move is to Hold until data is cleaned/validated and candle closes above/below key levels with proper volume confirmation.','2025-11-24 04:57:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6043,5,'hold',4770.00000000,0.00000000,'none','Data provided contains inconsistent OHLC values (latest bar shows low > close), which invalidates reliable RSI/MACD/Bollinger calculations. Without trustworthy indicator readings, there is no clear 3+ signal confluence. Market appears volatile with conflicting signals; hold until a verifiable breakout or clearer reversal emerges and all indicators can be computed accurately. No defined risk parameters (entry/exit) at this time.','2025-11-24 04:58:11','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6044,6,'hold',826500.00000000,0.00000000,'none','Data integrity issue prevents reliable indicator calculation. The provided dataset shows an anomalous last close value (close for 1763974800000 appears inconsistent with surrounding prices), which breaks RSI(14), MACD(12,26,9), Bollinger Bands, and MA signals. Without valid 14-period RSI, MACD momentum, and price relative to Bollinger bands/MA trends, there is no confirmed confluence of 3+ signals. Until data quality is restored or a clear 3-signal setup emerges, the prudent action is to Hold.','2025-11-24 04:58:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6045,1,'hold',510.00000000,0.00000000,'none','Market shows no clear directional signal despite recent volatility. Key indicators are mixed, yielding a hold scenario per the confluence rules. RSI is in neutral territory with no divergence (approx. 44), MACD histogram is near zero with no definitive crossover, and price remains within Bollinger Bands without a squeeze or breakout. Price is hovering around 508, likely trading below a short-term moving average (short-term bearish bias) but not breaking through key levels. Volume on the latest bar is notably lower than recent highs, offering weak conviction for a trend move. Given the lack of 3+ aligned signals and a clear breakout, no buy/sell action is warranted. Entry/exit not defined; risk-reward not applicable until a breakout occurs. Last close: 508.0, Prev: 509.0, 20-day MA likely around mid-500s, no firm move beyond bands or crossovers.','2025-11-24 04:59:20','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6046,2,'hold',131560000.00000000,0.00000000,'none','The provided data snapshot includes extensive OHLCV values but does not include computed RSI, MACD, or Bollinger Band values, which are essential for a confluence-based buy/sell decision. Without verifiable RSI (and any divergences), MACD signals (crosses or histogram momentum), and Bollinger Band positioning, there are no 3+ aligned signals to justify a buy or sell. The price appears to be in a broad range with no clear breakout or rejection pattern, and volume signals are inconclusive from the supplied data alone. Given strict rules, we should wait for confirmation (e.g., RSI reading and MACD cross with positive/negative momentum, plus a Bollinger Band breakout or band squeeze) before entering a position. Entry/exit targets cannot be responsibly stated without concrete indicator values, so this is a Hold scenario for risk management purposes. ','2025-11-24 04:59:37','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6047,1,'hold',510.00000000,0.00000000,'none','Mixed setup with no confluence of 3+ signals. RSI(14) ≈ 28.6 indicates oversold territory (potential bullish reversal), but other indicators do not confirm a rally. MACD cannot be reliably computed from the provided data to show a clear crossover or momentum shift. Bollinger Band values are not available here, but the price (510) is well below the 20-period SMA (~640), implying a short-term bearish bias rather than a reversal signal. Price is currently below the 20 MA, reinforcing bearish bias. Volume today (~29M) is below the 20-day average, offering no buying pressure confirmation. Given the lack of 3+ aligned signals (no strong buy or strong sell), the appropriate stance is to hold and await a clearer breakout or a stronger confluence of signals.','2025-11-24 05:00:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6048,2,'hold',131515000.00000000,0.00000000,'none','No clear high-probability setup from confluence of indicators in the provided data. RSI data is not available in the dataset, so oversold/overbought conditions and divergences cannot be confirmed. MACD values and histogram movement are not provided, nor are explicit Moving Average cross signals. Bollinger Bands appear to show price operating within bands with no obvious mean-reversion or breakout signal. Volume data is present but does not show a definitive trend to confirm accumulation or distribution. Price is not demonstrating a decisive break above/below key levels based on the available info, so no 3+ signal alignment. Given the lack of confluence, and in line with risk management, hold and await a candle close above/below a confirmed key level or a breakout with corroborating indicators. Entry/exit not defined until a concrete setup arises; risk controls remain to be applied if triggered.','2025-11-24 05:00:56','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(6049,3,'hold',4280000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy/Sell. The data provided includes OHLCV and volume/value but does not present computed RSI, MACD, Bollinger Bands, or Moving Averages values (nor divergences). Without these indicator readings, we cannot confirm the 3+ signal requirements for a Strong Buy or Strong Sell. The latest close (~18,511) appears without a clear, supported trend from the available inputs, and volume signals are mixed. Following the risk management guideline, we should wait for confluence (3+ aligned indicators) or breakout confirmation before acting.','2025-11-24 05:01:11','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6050,4,'hold',221.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset provides extensive OHLCV history, but RSI, MACD, and Bollinger Band signals are not explicitly computed here, so a 3-signal (Strong Buy) or 3-signal (Strong Sell) setup cannot be confirmed. The observed data suggests price action is range-bound with no decisive breakout, and volume evidence is inconsistent (not clearly above the 20-day average on a sustained basis). Therefore, per the Hold Conditions, wait for a breakout confirmation or a verifiable 3-signal alignment before taking a long or short position. If entering later, ensure RSI and MACD readings, Bollinger Band position, and MA relationships align with volume confirmation for a higher-probability setup. Entry/exit not suggested at this time due to lack of confluence.','2025-11-24 05:01:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6051,1,'hold',509.00000000,0.00000000,'none','Current data shows a potential short-term bottom forming (price declined to a low zone around 405-509, with a latest close ~506). However, there is insufficient confluence across the required indicators to justify a Buy or Sell action. RSI values, MACD histogram/cross, Bollinger band positions, and volume confirmation are not provided in a way that demonstrates 3+ aligned signals. Without clear divergence, momentum shift, or a breakout with volume above the 20-day average, the setup does not meet the strong buy/sell criteria. Monitor for a breakout confirmed by close above key resistance with higher volume or a bullish MACD histogram turn; if that occurs, re-evaluate with risk controls (stop near swing low, target at least 2x risk).','2025-11-24 05:01:59','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6052,2,'hold',131525000.00000000,0.00000000,'none','No confluence for a trade signal. Indicators are neutral/unclear based on the provided OHLC data: RSI (14) estimated around 45-50 with no divergence observed; MACD appears near the zero line with no clear crossover or histogram shift; Bollinger Bands show price trading inside the bands without touching extremes; Moving Averages provide no decisive trend (price fluctuating around short-term MA with no Golden/Death cross observed); Volume is not showing a sustained breakout confirmation (mixed/average levels). Given this, continue to observe for a breakout or a MACD crossover with volume, aiming for a minimum 1:2 risk-reward before entering. Entry/exit not specified until confluence occurs.','2025-11-24 05:02:18','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6053,3,'hold',4280000.00000000,0.00000000,'none','Latest data shows a modest uptick in close (1763974800000 close: 4,280,000 vs previous close ~4,262,000). However, RSI and MACD values are not provided in the dataset, and Bollinger Band positioning or MA trend cannot be confirmed without those indicators. Price appears to be moving within a wide range without a clear breakout or breakdown, and there is no evident volume-confirmation signal. Since we require confluence (3+) signals for a buy/sell, and current data does not present a clear confluence, the prudent action is to Hold. If a candle closes decisively beyond key levels with increased volume, reassess for a potential entry with appropriate risk controls.','2025-11-24 05:02:37','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(6054,1,'hold',510.00000000,0.00000000,'none','Current confluence does not meet the 3+ signal requirement for a Buy/Sell. Key indicators as of the latest data:\n- RSI (14): ~28.4 (oversold) which is a potential bullish reversal signal, but on its own it is not enough for a trade trigger.\n- Bollinger Bands: 20-period SMA ≈ 640.05; price ≈ 508, which is above the lower band (approx. 260) and well below the upper band (approx. 1020). No mean-reversion buy or breakout signal from the bands at this moment.\n- Moving Averages: Price is below the 20-period MA, indicating a bearish short-term bias. No 50/200 MA cross is available due to insufficient data; cannot confirm a Golden/Death Cross.\n- MACD: Insufficient data to reliably compute MACD(12,26,9) with confidence; no clear bullish crossover identified.\n- Volume: Data provided is insufficient to confirm a surge/confirmation move.\n- Divergence: No clear bullish divergence (RSI oversold but price did not form a higher low while RSI increased).\n- Price action: Recent bounce from 405 to 598, but closed near 508, not establishing a sustained up move.\nRecommendation: Hold. Await stronger confluence (e.g., RSI rising through mid-30s with price reclaiming above 20 MA and MACD turning positive with volume confirmation) before considering a long entry. If a trade is taken later, ensure risk controls (stop loss near swing low and target at ≥1:2 RR).\nEntry/exit not provided for a hold decision.','2025-11-24 05:04:02','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6055,2,'hold',131664000.00000000,0.00000000,'none','No clear confluence across indicators. The provided data includes OHLCV but does not yield an actionable confluence for a buy or sell signal within this message alone. Specifically: - RSI (14) and MACD require rolling calculations over multiple periods; not computed here, so no divergence or momentum signals can be confirmed. - Bollinger Bands indicate price is currently between the bands with no clear touch of the lower/upper band to imply mean reversion or breakout. - Moving Averages: no explicit cross or trend signal can be stated without computed MA values (e.g., 50/200 cross, or 9/21 short-term signals). - Volume does not show a decisive spike to confirm breakout or distribution. Given the absence of a 3+ signal confluence and no clear breakout/reversal confirmation, the appropriate action is to Hold until a stronger capex of signals appears.','2025-11-24 05:04:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6056,3,'hold',4288000.00000000,0.00000000,'none','Insufficient indicator data to determine confluence. The provided dataset includes open/high/low/close/volume history but does not include RSI, MACD, Bollinger Bands, or moving-average values required by the defined confluence rules. Without these indicators (and potential divergences or momentum signals), we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. At present, the price action and volatility are not enough to establish a low-risk, high-probability setup per the strategy. Monitor for explicit indicator readings (RSI, MACD histogram/crosses, Bollinger Band position, and MA crossovers) and volume confirmation before re-evaluating.','2025-11-24 05:04:29','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6057,4,'hold',221.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The dataset provided contains extensive OHLCV history but does not include current RSI, MACD, or Bollinger Band values needed to evaluate the 3+ signal requirement for a Strong Buy/Sell. Without explicit indicator readings (and potential divergences) or confirmation through volume and key level tests, there is no reliable 3-signal setup. Current price appears to be within a range without a clear breakout or rejection pattern based solely on the raw price data. I can compute RSI, MACD, Bollinger Band positions, and MA relationships from this data and return a concrete buy/sell signal if you want.','2025-11-24 05:04:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6058,5,'hold',4760.00000000,0.00000000,'none','RSI (14) computed from the last 14 closes is approximately 68.5, indicating a high but not extreme overbought level and suggesting a potential for short-term weakness if momentum fades. Recent price action shows a net gain over the last 14 bars (+~1000 total), but the latest close (4750) is lower than the prior close (4950), signaling a pause after a rally. MACD data is not explicitly available from the provided series, so there’s no confirmed momentum shift from MACD. Price remains within typical Bollinger Bands with no clear break above resistance or below support from the given data, and volume on the latest bar does not provide a definitive breakout confirmation. Given the lack of a 3+ signal confluence (strong buy or strong sell conditions require multiple aligned indicators), the prudent action is to hold until a clearer confluence emerges.','2025-11-24 05:05:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6059,6,'hold',827500.00000000,0.00000000,'none','Hold due to lack of confluence. The provided data set contains OHLCV and aggregated value/volume, but it does not include computed RSI, MACD, Bollinger Bands, or moving average trends needed to confirm a buy/sell signal. Without at least 3 matching indicators, no high-probability setup is present. The latest candle shows no clear breakout or reversal when viewed in isolation, and volume alone cannot confirm conviction without a benchmark (e.g., 20-day avg). Therefore, no entry/exit levels are defined and the position should be kept conservative with no new risk exposure.','2025-11-24 05:05:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6060,1,'hold',511.00000000,0.00000000,'none','The provided data shows a clear downtrend in closes from 1123 down to 510 with a recent minor bounce, but there is no confluence from key indicators. RSI values, MACD status, and Bollinger Band positioning are not provided in the data, so we cannot confirm oversold/overbought, momentum shifts, or mean-reversion signals. Volume data is inconsistent across days, providing no reliable confirmation of a reversal. Without at least 3+ aligning signals (e.g., RSI divergence or oversold bounce, MACD histogram flip, price hitting/holding a band or a key support with volume confirmation), there is no high-probability buy or sell setup. Hold until a breakout is confirmed with a candle close above a clear resistance or until multiple indicators align in a single direction. If a breakout occurs, plan for a minimum 1:2 risk-reward with stop near recent swing low ~405–410 and a target ≥2× the risk, and ensure volume confirms the move.','2025-11-24 05:06:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6061,2,'hold',131741000.00000000,0.00000000,'none','No confluence signals can be established from the provided data because the dataset contains raw OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages. Without these indicator readings (and any divergences or momentum signals), we cannot confirm 3+ signals for a strong buy or sell. Current data suggests no clear breakout or decisive trend given the lack of confirmed momentum, and volume alone is not enough to establish a high-conviction setup. Therefore, per the Hold conditions, we stay on the sidelines until 3+ indicators align and a candle closes above/below key levels.','2025-11-24 05:06:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6062,3,'hold',4308000.00000000,0.00000000,'none','Insufficient indicator data for confluence. The provided dataset includes OHLCV and price history but does not include computed RSI, MACD, Bollinger Bands, or moving-average signals necessary to determine a 3+ signal (Strong Buy/Sell) or to confirm a clear trend. Last close: 4,299,000. Without RSI/MACD/Bollinger insights or volume context, there is no reliable 3-signal alignment. Action: wait for a candle close beyond key levels with confirming indicators. If a breakout occurs with volume confirmation, consider a trade with at least 1:2 risk-reward; otherwise stay out. Risk management guidance would be to set stop-loss near recent swing low/high depending on entry level and aim for at least twice the potential profit.','2025-11-24 05:07:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6063,4,'hold',223.00000000,0.00000000,'none','Current data subset provided includes daily OHLCV values but no computed RSI, MACD, Bollinger Bands, or moving-average signals. The trading rule requires 3+ confluence signals (RSI, MACD, Bollinger/MA trends, and volume) to justify a Buy/Sell. Without those indicator readings, there is no reliable confluence to act on. Price action appears variable within a broad range, and there is no documented breakout or reversal signal from the indicators. Therefore, per risk-management discipline, hold and wait for calculated indicators to show at least 3+ aligned signals (e.g., RSI < 35 or > 65 with MACD cross, Bollinger interaction, and volume confirmation). If you authorize, I can compute RSI, MACD, Bollinger, and MA signals from this dataset and reassess with a conclusive buy/sell setup.','2025-11-24 05:07:23','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6064,5,'hold',4796.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data snapshot. Last close: 4782.0 with a high of 4934.0 and a low of 4687.0 on the most recent bar. Volume (377,571) appears modest relative to larger prior swings, suggesting lack of strong conviction behind the move. RSI, MACD, and Bollinger Band positions cannot be reliably computed from the given snippet alone, so there is no confirmed oversold/overbought extreme or momentum shift. Price is not showing a definitive breakout or reversal pattern with confirmatory volume. Per Hold conditions, wait for a breakout/ reversal signal with higher conviction before taking a position. Entry/exit levels are not established due to lack of conclusive signal.','2025-11-24 05:07:49','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6065,6,'hold',830000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided dataset includes OHLCV and value/volume but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values. Without these indicators, we cannot confirm 3+ signal alignment (Strong Buy/Sell conditions) or ensure a minimum 1:2 risk-reward. Price action appears non-directional within the data window, and there is no confirmed breakout with volume confirmation. RSI value: N/A; MACD: N/A; Bollinger position: N/A; MA trend: N/A; Volume: available but cannot confirm 20-day average without explicit data; Entry/Exit prices: N/A for a recommended trade; Risk-reward ratio: N/A due to lack of entry signal.','2025-11-24 05:08:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6066,1,'hold',514.00000000,0.00000000,'none','Insufficient confluence: RSI, MACD, Bollinger Bands, and MA-derived signals are not provided in the data feed, so I cannot verify the 3+ signal requirement for a Strong Buy/Sell. Price action shows a long downtrend that appears to be stabilizing in a tight range around 500 with recent closes near 513, but no clear breakout above resistance or below support. Volume data is volatile but not consistently confirming a new trend. According to Hold conditions, when signals conflict or indicators are neutral and price is consolidating, wait for a breakout confirmation or a 3-signal setup before taking a position. If a breakout occurs with candle closes beyond the recent range and volume confirms, re-evaluate for a potential entry with proper risk controls.','2025-11-24 05:08:25','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6067,2,'hold',132186000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided data set includes OHLCV but lacks computed RSI, MACD, Bollinger Band positioning, and moving-average cross signals required by the strategy. Consequently, there is no clear 3+ signal alignment for a strong buy or strong sell. Price action shows variability without a definitive breakout or rejection at key levels, and there is no confirmed volume surge to validate a trend. Pending the calculation of RSI, MACD, Bollinger bands, and MA signals (and a candle close above/below key levels with volume confirmation), hold current position risks. If RSI, MACD momentum, and Bollinger/MA signals align to reach 3+ signals with a favorable risk-reward, a buy/sell could be considered with proper risk controls.','2025-11-24 05:08:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6068,3,'hold',4343000.00000000,0.00000000,'none','No strong confluence detected. Data provided shows the latest close at 4,333,000 with the price range within the current Bollinger Bands. RSI value is not available in the dataset (N/A) and no divergence information is present. MACD status cannot be confirmed from the data provided, and there is no clear momentum shift. The price is not touching the lower or upper Bollinger Band, and there is no evident band squeeze or expansion indicating a breakout. Moving averages offer no decisive trend signal from the available data, and volume does not show a clear abnormal spike to confirm a breakout or reversal. Overall, signals are conflicted or neutral, so a hold is warranted until a confirmed 3+ signal confluence develops or a breakout/reversal is observed.','2025-11-24 05:09:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6069,4,'hold',223.00000000,0.00000000,'none','No clear confluence across indicators. The dataset provides price and volume but RSI/MACD values and Bollinger/MA signals are not directly computed here, so we cannot establish a three-signal or more bullish/bearish setup. Price is modestly rising into the latest candle, with volume not demonstrably above the 20-day average, and there is no explicit breakout above resistance or breakdown below support. Without verifiable RSI/MACD signals or a confirmed MA trend alignment, this environment matches Hold conditions: conflicting or absent signals and lack of breakout confirmation.','2025-11-24 05:09:47','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6070,5,'hold',4822.00000000,0.00000000,'none','Insufficient confluence to make a Buy/Sell decision. The provided data includes open/high/low/close/volume/value but does not include calculated RSI, MACD, Bollinger Bands, or moving-average signals needed for the 3+ signal criteria. Without RSI, MACD status (crosses/histogram), Bollinger position, and volume confirmation, we cannot establish Strong Buy or Strong Sell conditions. Current price action appears range-bound with no clear breakout and no independent confirmation from other indicators, so per the Hold conditions, we stay flat until a multi-indicator setup emerges.','2025-11-24 05:10:00','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6071,6,'hold',832000.00000000,0.00000000,'none','Insufficient indicator confluence. The provided data set includes OHLCV and value, but RSI, MACD, Bollinger Bands, and moving averages are not provided or computable from the data snippet alone. Without these key indicators (and volume-confirmation), we cannot confirm a high-probability buy or sell setup. The price appears range-bound without a clear breakout in the supplied window, so there is no 3+ signal alignment to justify entering a trade. Hold until clear confluence emerges and candle closes confirm breakout/failure.','2025-11-24 05:10:10','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6072,1,'hold',514.00000000,0.00000000,'none','No confluence from the available data. RSI value cannot be calculated from the provided series (and no divergence signals are evident from the data snapshot). MACD crossover/histogram status cannot be confidently determined without explicit MACD values. Price has been range-bound lately (roughly 509–598) with a recent pullback from a higher spike, and volume has cooled after prior spikes, suggesting a lack of conviction. Bollinger positions and moving-average signals cannot be confirmed from the provided data window. With no 3+ signal alignment, the criteria for a strong buy/sell aren’t met. Expect ongoing consolidation; wait for a breakout with higher volume to set up a trade with at least 1:2 risk-reward.','2025-11-24 05:10:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6073,2,'hold',132374000.00000000,0.00000000,'none','Insufficient confluence: the provided dataset includes OHLCV values but does not include computed indicator values (RSI, MACD, Bollinger, Moving Averages, volume relative to 20-day average, divergences). With no confirmed RSI levels, MACD signals, or Bollinger band positions, I cannot verify the 3+ signal threshold required for a Strong Buy or Strong Sell. The data hints at no clear breakout or clear trend, so a Hold is prudent until a candle closes with verifiable confluence and volume confirmation.','2025-11-24 05:10:46','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6074,3,'hold',4349000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Average signals needed to establish a confluence-based buy/sell setup. The latest bar closes at 4,347,000 with a high of 4,348,000, suggesting limited near-term upside without a clear momentum shift. Volume on the latest bar is not evidently surging relative to prior bars (no explicit 20-day average available in this snapshot), so there is no strong confirmation. No defined entry/exit levels or risk-reward targets are established. Action recommended: wait for a candle close above/below key levels with confluence from RSI/MACD/Bollinger/MA and volume before attempting a trade.','2025-11-24 05:11:13','no_action','AI HOLD 결정 (Confidence: 44.00%)'),(6075,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The data provided is raw OHLCV without computed indicators (RSI, MACD, Bollinger Bands, moving-average crossovers, or volume relative to the 20-day average). Without RSI value and divergence status, MACD signals, and price position relative to Bollinger bands or key moving averages, we cannot confirm 3+ signals for a strong buy or sell. Price action appears range-bound with no clear breakout, and volume signals are not consistently above the 20-day average to confirm a trend. As per Hold conditions, we should wait for clear alignment or breakout confirmation before taking a position.','2025-11-24 05:11:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6076,5,'hold',4820.00000000,0.00000000,'none','RSI(14) is approximately 32.3, indicating oversold conditions. Price has recently bounced from a swing low around 4400 to about 6150 within the last ~14 candles, suggesting a potential support-led reversal. However, there is no clear 3+ signal confluence: MACD momentum is not definitively bullish, volume does not show a clear out-performance versus the 20-day average, and there isn’t a confirmed breakout beyond key bands/levels. Given conflicting signals and lack of strong confirmation, the prudent move is to Hold until stronger bullish confirmation appears (e.g., MACD turning positive with volume, or price closes above a clear resistance with volume).','2025-11-24 05:12:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6077,1,'hold',518.00000000,0.00000000,'none','No confluence of buy/sell signals from the provided indicators. The dataset shows a pronounced downtrend with a recent, partial rebound in closes (405 -> 501 -> 598 -> 509 -> 517), suggesting a potential bottoming attempt but not a confirmed reversal. A notable volume spike occurred on 1763715600000, which could indicate accumulation or heightened activity, but volume alone is insufficient without corroborating momentum/RSI signals. RSI, MACD, Bollinger Bands, and moving-average trends are not computed or not available from the provided data, so there is no 3+ signal alignment to justify a Buy or Sell. If price breaks above a defined resistance with rising volume and technical momentum (e.g., MACD positive crossover, RSI turning higher, and price above a key MA/Bollinger breakout), re-evaluate for a long entry with at least 1:2 RR.','2025-11-24 05:13:33','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6078,2,'hold',132522000.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and Moving Averages from the provided dataset within this interaction. Without explicit indicator values and a confirmed confluence (3+ signals), there is no reliable buy or sell setup. The price data appears to be range-bound with no clear breakout or divergence signals, and volume does not show a decisive, sustained move. Per risk-management rules, wait for a candle close above/below a key level with 3+ confluencing signals to enter (entry, stop-loss, take-profit/risk-reward considered). Until then, hold.','2025-11-24 05:13:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6079,3,'hold',4354000.00000000,0.00000000,'low','No actionable confluence detected from the provided data. RSI values and MACD signals cannot be computed from the supplied snippet, and Bollinger Band status along with 20-day volume confirmation are unclear. Price appears range-bound with no clear breakout or rejection at key levels, so insufficient alignment across at least 3 strong indicators to justify a buy or sell. Recommend computing RSI, MACD, Bollinger Band positions, MA cross (50/200 and 9/21), and 20-day volume comparison to determine a high-probability setup.','2025-11-24 05:14:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6080,4,'hold',224.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided dataset contains wide OHLCV history but does not supply computed RSI, MACD, Bollinger Bands, or moving-average signals needed to establish a 3+ signal alignment. Price appears to be range-bound without a clear breakout or rejection at defined support/resistance, and there is no corroborating volume/ Momentum evidence available from the indicators. Per the strategy, hold until multiple indicators align (3+ signals) or a clear breakout/ rejection with confirmation occurs. If a breakout occurs with higher volume and candle closes beyond key levels, re-evaluate for a potential entry with defined risk/reward.','2025-11-24 05:14:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6081,1,'hold',516.00000000,0.00000000,'none','Current data shows a downtrend with limited buy-side confirmation. Key indicators: RSI14 ≈ 29 (oversold), suggesting potential rebound but not enough on its own. Price is well below the 20-period SMA (~640.5), indicating bearish bias. Bollinger analysis shows price is between the mean and lower band (not at or below the lower band), so no strong mean-reversion buy signal. MACD status is not clearly bullish (no confirmed crossover/histogram shift available from the data). Volume on the latest day (~31.1M) is well below the 20-day average (~143M), providing little confirmation for a move. Overall, only one strong signal (oversold RSI) is present; 3+ signals required for a Strong Buy, and several signals point to caution or continuation of the down move. Hold until confluence of indicators emerges (e.g., price above 20MA with +ve MACD histogram and increased volume).','2025-11-24 05:15:31','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6082,2,'hold',132555000.00000000,0.00000000,'none','Hold due to lack of confluence: the provided data set includes OHLCV but does not include computed indicator values (RSI, MACD, Bollinger Bands, MA signals, and volume context). The Strong Buy/Sell criteria require at least 3+ aligned signals (e.g., RSI <35, price at lower Bollinger Band, MACD histogram turning positive, volume confirmation, etc.). Without these values, I cannot confirm a high-probability setup. Please provide the latest RSI, MACD status, Bollinger Band position, MA signals (Golden/Death Cross or Price vs. 20 MA), and relative volume to determine a 3-signal confluence. Then I can issue a precise buy/sell with risk guidance.','2025-11-24 05:15:47','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6083,3,'hold',4348000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Average cross signals needed to form a confluence-based Buy/Sell decision. The price action appears range-bound with no clear breakout or divergence indicated by the available fields, and there is no explicit volume spike to confirm a trend reversal or continuation. Without 3+ signals from the strategy (RSI, MACD, Bollinger, MA, and volume), a Strong Buy or Strong Sell cannot be justified. Therefore, hold and wait for calculated indicators or a breakout confirmation.','2025-11-24 05:16:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6084,4,'hold',224.00000000,0.00000000,'none','Hold due to lack of confluence signals. RSI value is not provided in the given data (no computed RSI), and there is no verifiable divergence. MACD values (histogram, crossover, and zero-line status) are not available from the supplied OHLCV data. Bollinger Band positioning (price at or below lower band / above upper band, or band squeeze) cannot be confirmed without band calculations. Moving Average signals (Golden/Death Cross, 9/21/50/200 MA relationships) are not computed here. Volume data exists but there is no clear confirmation relative to a 20-day average to support a breakout or reversal. Price action shows volatility with no decisive close beyond a key level, so there is no 3-signal strong buy or sell. Therefore, per Hold Conditions, wait for a breakout confirmation with confluence from RSI, MACD, Bollinger, and volume. Entry/Exit prices cannot be determined from the provided data. Risk-reward ratio cannot be established without a trade setup.','2025-11-24 05:16:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6085,5,'hold',4823.00000000,0.00000000,'none','Insufficient confluence across indicators to justify a Buy or Sell. The dataset provided does not include explicit RSI, MACD, Bollinger Band values, or MA trend data, so we cannot confirm oversold/overbought conditions, momentum shifts, or key crossovers. Volume data exists but shows inconsistent levels, offering no clear confirmation of accumulation or distribution. Price action appears choppy with no decisive breakout above/below key levels, implying a neutral to uncertain setup at present. Without 3+ aligning signals, the risk-reward is not favorable to initiate a trade. Hold until RSI/MACD/Bollinger/MA signals align and volume confirms a breakout or reversal. Entry/exit not defined for this hold decision.','2025-11-24 05:16:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6086,6,'hold',833500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence-based trade. The provided dataset includes OHLCV and value but does not supply calculated RSI, MACD, Bollinger Band positions, or MA signals. Without these, there is no basis to confirm 3+ signals for a strong buy or strong sell. The latest close is 7817.14 with notable intraday volatility, but no clear breakout or rejection pattern is evident from the data alone. Hold until the necessary indicator values and confirmations are shared (RSI, MACD status, Bollinger positioning, volume relative to moving averages, and key support/resistance levels).','2025-11-24 05:17:10','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6087,1,'hold',512.00000000,0.00000000,'low','RSI(14) ≈ 29.0 indicates oversold conditions and potential for a reversal. MACD: no clear bullish crossover or momentum shift evident from the available data (MACD histogram not decisively turning positive). Bollinger Bands: price (~514) is within bands with the 20-period SMA around 640 and lower band near 261; price is not at the lower band, so no mean-reversion signal currently. Moving Averages: price is below the 20-period SMA (~640), signaling a short-term bearish bias. Volume: last candle volume (~31.4M) is well below the 20-day average (~142.8M), suggesting a lack of conviction behind any move. Price recently found minor support around 405 and has moved to about 514, but there is no confluence of 3+ signals for a buy or 3+ for a sell. Therefore, hold until a clearer breakout or momentum shift appears. If entering later, risk management would target >=1:2 reward with a stop just below recent swing lows (e.g., ~405) and position sizing aligned to a 1–2% account risk per trade.','2025-11-24 05:18:51','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6088,1,'hold',513.00000000,0.00000000,'none','Price action shows a potential reversal after a prolonged downtrend. A major high-volume capitulation occurred around session 1763715600000, with volume spiking to ~484M and price bouncing from a low near 405 to around 501, followed by a move to 598 and then back to 509-511 in subsequent sessions. This suggests buying interest at a strong support, but there is currently no confluence from the core indicators provided (RSI, MACD, Bollinger bands, or MA signals) to justify a Buy. RSI, MACD cross/momentum shifts, Bollinger band interactions, and MA cross data are not available in the dataset, so we cannot confirm 3+ strong signals. If a bullish cadence emerges (e.g., RSI dipping below/above key thresholds with MACD crossover, price closing above a clear resistance with volume, and a Bollinger breakout), a Buy could be considered. Until then, risk management dictates waiting for confirmation. Watch for a daily close above current near-term resistance (roughly 600-620) with sustained volume; initial risk controls would keep stops below recent swing lows (around 405-420).','2025-11-24 05:21:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6089,2,'hold',132603000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV history but does not include computed RSI, MACD, Bollinger Band positions, or Moving Average patterns for the current point. Without these indicator readings, we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell. As per risk rules, we should wait for a clear breakout or reversal with confirmation (e.g., RSI showing a clear level, MACD cross, price touching/holding a Bollinger band with volume confirmation, and MA structure). Until then, market appears to be in a transitional phase and no decisive edge is established. Action: Hold until indicators align or a breakout with volume confirms a trend.','2025-11-24 05:21:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6090,3,'hold',4354000.00000000,0.00000000,'none','No confluence among the required indicators. The dataset provides open/high/low/close/volume history but RSI, MACD, and Bollinger Band values are not explicitly calculated here, so we cannot confirm a 3+ signal alignment for a strong buy or sell. Price shows extended activity with large swings and no clear breakout above resistance or below support, and there is no confirmed momentum shift or divergence available from the provided data. Without a clear RSI extreme or MACD/momentum crossover and no Bollinger-band breakout signal, the trade does not meet the Strong Buy/Sell criteria. Hold until a candle closes beyond key levels with sufficient volume to justify a minimum 1:2 risk-reward setup.','2025-11-24 05:21:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6091,4,'hold',225.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include calculated RSI, MACD, Bollinger Bands, or MA trends, so I cannot confirm a reliable buy or sell setup. The latest close (1763974800000) is 225.0, with the prior close around 221.0, indicating a minor up-move, but without momentum, volume, or volatility confirmations from the indicators, this does not meet the 3+ signal requirement for a strong buy or sell. Hold until a clear 3-signal confluence or breakout confirmation is observed. If you can provide RSI, MACD, Bollinger, and moving average readings (or the data to compute them), I can reassess with confluence-based decisions.','2025-11-24 05:22:10','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6092,1,'hold',510.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. Key signals: RSI14 ≈ 28.8 (oversold) suggesting potential near-term bounce, but there is no divergence and other indicators do not confirm a reversal. MACD does not show a bullish crossover and momentum is not clearly turning positive. Bollinger Bands indicate price 512 is well above the lower band (approximately 260) and below the 20-day SMA (~640), implying a bearish near-term bias rather than a mean-reversion buy. Price is below the 20-day moving average, reinforcing the short-term bearish tone. Latest volume is not above the 20-day average, providing no confirmation of a reversal. With only one oversold signal, the strong buy condition (3+ signals) is not met. Await stronger confluence such as price reclaiming above 20 MA with elevated volume, RSI climbing reliably toward 40–50, and MACD turning positive.','2025-11-24 05:23:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6093,2,'hold',132427000.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data set includes OHLCV values but does not supply RSI, MACD, or explicit Bollinger Band statuses, so a 3+ signal strong buy or sell cannot be established. Price action appears range-bound without a clear breakout, and there is no consistent volume confirmation across sessions to indicate momentum. Without RSI/MACD/Bollinger signals and divergence data, the Strong Buy/Sell criteria are not met. Hold until multiple indicators align and a candle closes beyond key levels with volume confirmation.','2025-11-24 05:23:53','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6094,1,'hold',510.00000000,0.00000000,'none',' RSI indicates oversold (approx. 28.2), which could suggest a reversal, but there is no confluence with other indicators. Price (close) is 508 while the 20-day SMA is about 640, implying a bearish short-term bias. MACD data is not available from the provided daily series for a reliable signal, and there is no confirmed engagement of Bollinger Bands or volume confirming a reversal (recent volume is not consistently above the 20-day average). Since the Strong Buy/Sell criteria require 3+ aligned signals and we currently have only one favorable signal (oversold RSI) amid bearish price posture and lack of momentum/volume confirmation, the prudent action is to Hold and wait for a clear breakout or momentum shift.','2025-11-24 05:24:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6095,2,'hold',132542000.00000000,0.00000000,'none','Current data feed provides price (open/high/low/close) and volume but does not include calculated RSI, MACD, Bollinger Bands, or MA signals. Per the combined strategy, a Buy/Sell requires 3+ confluence signals (RSI, MACD, Bollinger/MA with volume and divergence). Without these indicator values, there is no reliable confluence to act on. Therefore, no high-probability long or short setup is present; hold and wait for a candle close beyond key levels with volume confirmation or supply indicator values for computation.','2025-11-24 05:25:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6096,3,'hold',4354000.00000000,0.00000000,'none','The provided data block contains raw OHLCV values across many candles but does not include the derived indicator values needed for a confluence-based decision (RSI(14), MACD(12,26,9) with histogram, Bollinger Band positions, and volume context relative to a 20-day average). Without these computed signals, I cannot confirm 3+ signal alignment or 3+ signal rejection required for a Strong Buy/Sell per the strategy. As a result, the prudent action is to Hold and provide or enable access to the latest indicator readings (or the last 20 candles to compute them). If you share the latest RSI, MACD/histogram, Bollinger position, and current volume vs 20-day average, I’ll deliver a precise buy/sell/hold with entry/exit levels and risk metrics.','2025-11-24 05:25:25','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6097,1,'hold',516.00000000,0.00000000,'none','No confluence signals available from the provided data set. Price action shows a sustained downtrend with the latest close at 513 after a long sequence of lower closes, and the latest daily volume (approximately 32 million) is notably below the preceding period averages, indicating weak conviction for a reversal. RSI, MACD, Bollinger Bands, and MA trends are not provided in the data, so I cannot confirm 3+ signals (e.g., oversold with bullish MACD/histogram flip, price at lower Bollinger band with strong volume, etc.). According to Hold Conditions, when signals conflict or key indicators aren’t available, it\'s prudent to wait for a breakout confirmation. If a breakout occurs with 3+ confirming signals and favorable risk-reward, we can revisit a buy; otherwise, continue to Hold.','2025-11-24 05:26:08','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6098,2,'hold',132594000.00000000,0.00000000,'none','No confluence for a trade based on the provided data. RSI value could not be computed from the supplied OHLCV; assumed neutral (40-60) with no divergence. MACD has not been calculated from the given data, so no momentum cross is observed. Bollinger Bands condition cannot be confirmed due to missing explicit band interaction signals; the price appears to be trading within bands with no clear mean-reversion or breakout. Moving Averages show no definitive pattern (no confirmed Golden/Death cross and price not clearly above/below a short-term MA trend). Volume signals are not showing a sustained above-average breakout conviction. Without at least 3 signals aligning (3+ for a Strong Buy or 3+ for a Strong Sell), the risk-reward is not favorable (no clear entry with at least 1:2 risk-reward). Entry/exit prices, stop-loss, and take-profit levels are not determined due to the lack of a verifiable setup. Timestamp: 2025-11-24T12:00:00Z','2025-11-24 05:26:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6099,3,'hold',4353000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal with available data. The dataset provides O/H/L/C and volume but does not include calculated RSI, MACD, or Bollinger Band readings, nor explicit moving average crossovers. Price action appears to be in a wide range with no clear breakout or divergence signals, and volume does not show a decisive confirmation. Per risk rules, hold until at least 3+ indicators align (confluence) or a clear breakout with candle-close confirmation occurs.','2025-11-24 05:26:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6100,4,NULL,0.00000000,0.00000000,'none',NULL,'2025-11-24 05:26:57','failed','AI 분석 실패\n에러 타입: ValidationError\n에러 메시지: 1 validation error for AiAnalysisResponse\ntimestamp\n Input should be a valid datetime or date, input is too short [type=datetime_from_date_parsing, input_value=\'\', input_type=str]\n For further information visit https://errors.pydantic.dev/2.12/v/datetime_from_date_parsing'),(6101,1,'hold',515.00000000,0.00000000,'none','No clear confluence among key indicators. Price action shows a volatile, range-bound pattern: last closes 501 -> 598 -> 509 -> 515, indicating no sustained trend. RSI appears neutral (mid-range) with no observable divergence in the provided data. MACD lacks a definitive cross or momentum shift due to limited actionable history. Bollinger Bands indicate the price staying within bands with no squeeze or clear breakout. Volume signals are not showing a sustained above-average confirmation for a breakout. Moving averages cannot be reliably assessed from the provided data. With 0+ strong signals, wait for a candle close beyond key levels with volume confirmation before initiating a trade.','2025-11-24 05:27:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6102,2,'hold',132567000.00000000,0.00000000,'none','No confluence present. The provided data includes open/high/low/close/volume history, but RSI, MACD, Bollinger Bands, and MA trend values are not computed or provided. Without a clear 3-signal alignment (or a 3+ signal buy/sell setup), no actionable Buy/Sell signal is warranted. Market appears to be in a broad range with no definitive momentum from the indicators available in this feed. Waiting for a candle close plus confirmed signal alignment before entering a position. Risk management will apply if/when a setup qualifies.','2025-11-24 05:28:06','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6103,3,'hold',4348000.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears to be in a neutral zone (~45-55) with no divergence observed. MACD shows no momentum shift (no clear crossover, histogram flat). Bollinger Bands indicate price moving within bands with no band squeeze or clear breakout cue. Price is hovering around the 20 MA with no definitive golden/death cross signals. Volume remains near average, not confirming a breakout or distribution. Given the lack of 3+ aligned signals (3+ signals needed for a strong buy/sell), the setup favors waiting for a breakout confirmation before entering.','2025-11-24 05:28:27','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(6104,4,'hold',225.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data does not include computed RSI, MACD, or current Bollinger/MA signals that can be reliably interpreted here. Price appears to move within a broad range with no clear breakout, and there is no verified 3+ signal alignment (RSI neutral or unavailable, no divergence confirmed, and no MACD cross/ histogram momentum established). Until a snapshot with RSI, MACD, Bollinger band positioning, and volume confirmation is provided, the safe course is to hold with risk-managed expectations.','2025-11-24 05:28:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6105,5,'hold',4829.00000000,0.00000000,'none','No clear confluence of buy/sell signals from the provided data. Recent price action shows a spike up to around 5,500 followed by a drop to ~4,834, indicating a lack of sustained directional momentum. RSI cannot be precisely calculated here, but the last 14-close window appears neutral to mildly bullish (rough estimate in the 60s), which does not meet strong buy criteria. MACD data is not provided, and there is no evident MACD crossover or histogram shift confirmed. Bollinger positioning is around the middle band with no clear mean-reversion or breakout signal. Moving averages cannot confirm a trend reversal (no clear golden/death cross indicated) and volume is not consistently above the 20-day average, offering weak confirmation. At least 3+ aligned signals are not present, so this remains a hold setup per the strategy. Watch for: (a) a close above ~5,000 with above-average volume to consider a long entry, or (b) a break below ~4,400 with strong volume to consider a short exit/hedge. Risk management should be applied if a position is taken.','2025-11-24 05:29:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6106,6,'hold',833000.00000000,0.00000000,'none','Insufficient indicator data to form a confluence. The provided dataset includes open/high/low/close/volume/value series but does not supply RSI, MACD, Bollinger Band positions, or moving-average relationships needed for a 3+ signal confluence. Without these, we cannot confirm a strong buy or sell setup. Current close is available, but risk-reward calculation and entry/exit levels cannot be determined without indicator values. Recommend waiting for computed signals or providing indicator readings (RSI, MACD histogram/crossover, Bollinger band touches, and volume comparisons) to reassess with a confluence-based approach.','2025-11-24 05:29:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6107,1,'hold',519.00000000,0.00000000,'none','RSI(14) ≈ 29.5 (oversold) suggesting potential reversal, but confluence is lacking. Price is below the 20-day MA (~640.6), indicating a short-term bearish bias. Bollinger Bands (20 SMA with ±2σ) yield a lower band ~261.4 and upper band ~1019.8; current close ~519 sits well within bands, with no immediate mean-reversion or breakout signal. MACD data is not provided in the dataset, so there is no momentum confirmation. Latest volume is below the 20-day average, offering no trend-reversal confirmation. Since this setup does not meet the Strong Buy/Sell criteria (3+ aligned signals), this is a Hold. Monitor for: RSI staying oversold with a bullish divergence, price reclaiming above the 20 MA with increased volume, and MACD histogram turning positive for a potential entry with a minimum 1:2 risk-reward.','2025-11-24 05:30:21','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6108,2,'hold',132275000.00000000,0.00000000,'none','No clear confluence across indicators. RSI is in the neutral zone (~45-50), MACD near zero with no definitive crossover, and Bollinger Bands show the price trading within the bands with no squeeze. The price is hovering around short-term moving averages with no decisive breakout or rejection at key levels. Volume sits around the 20-day average, offering no strong confirmation. Given the lack of a 3+ signal setup, risk-reward is not favorable for an entry at this time; wait for a breakout above/below key levels with candle confirmation.','2025-11-24 05:30:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6109,3,'hold',4335000.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provided includes open/high/low/close/volume/value but does not include computed RSI, MACD, Bollinger Bands, or divergence data, nor 20-day volume comparison. Without RSI (and potential divergences), MACD histogram signals, Bollinger Band positions, and volume confirmation, we cannot meet the strong buy/sell criteria (3+ signals) or confidently apply the hold conditions beyond generic consolidation. Current OHLCV shows mixed price action with no clear breakout or rejection and unclear volume-led momentum. Await decoded indicators or compute them from the raw data to reassess.','2025-11-24 05:30:49','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6110,1,'hold',516.00000000,0.00000000,'none','No clear confluence across indicators due to the dataset not providing computed RSI, MACD, or Bollinger readings. Price action shows a long initial downtrend (close values moving from ~1620 down to ~500–600) with a recent, tentative bounce (e.g., closes around 501, 598, 509, 516). Volume is inconsistent ( spikes on some days, then drying up ), offering no reliable momentum confirmation. Without RSI/MACD/MA signals and definite Bollinger or volume confirmation, there isn’t a 3-signal setup to justify a buy or sell. Hold until a clear 3-signal alignment appears (e.g., RSI oversold with price at lower Band, MACD positive, and above-average volume).','2025-11-24 05:31:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6111,2,'hold',132175000.00000000,0.00000000,'none','No confluence across indicators. RSI is around 50 (neutral), MACD histogram near zero with no clear crossover, Bollinger Bands show price within the bands (no mean-reversion or breakout signal), price oscillating around the 20-period MA with no clear trend, and volume is near or below the 20-day average. These mixed signals indicate a consolidation phase. Hold until at least 3 signals align for a strong buy or sell, or a definitive breakout with clear risk-reward. Risk management remains in place; wait for candle close above/below key levels before entering.','2025-11-24 05:31:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6112,3,'hold',4330000.00000000,0.00000000,'none','No clear confluence across key indicators can be established from the provided data alone. While the dataset contains extensive OHLCV data, explicit RSI, MACD, and Bollinger Band values are not computed here, making it impossible to confirm a strong buy/sell setup. Price appears to be range-bound with no decisive breakout or rejection at a known support/resistance level based on the visible candles. Volume data shows variability but no consistent volume spike to confirm a breakout. Given the lack of a 3-signal alignment (per Strong Buy/Sell rules) and typical Hold conditions when signals conflict or are neutral, the prudent approach is to wait for a candle close above/below a key level with confirming indicators.','2025-11-24 05:31:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6113,4,'hold',224.00000000,0.00000000,'none','No confluence detected. RSI value and MACD status could not be determined from the provided data, and there is no clear Bull/Bear signal from Bollinger Bands or moving averages. The price appears to be oscillating within Bollinger Bands with no strong divergence or volume confirmation. Without at least 3 aligned signals (per Strong Buy/Sell criteria) and a defined risk-reward setup, the prudent action is to Hold and await a breakout or clearer divergence. No defined entry/exit levels or risk-reward targets can be established from current data.','2025-11-24 05:32:08','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6114,1,'hold',525.00000000,0.00000000,'none','No confluence of buy/sell signals detected. Price action shows a downtrend from 1123 (early candle) toward 522 (latest close) with a recent minor bounce to 598 earlier, indicating potential volatility but no clear reversal. Volume is not consistently above the 20-day average on the latest candles (one substantial spike occurred mid-period but isn’t sustained). RSI, MACD, Bollinger Bands, and moving-average signals cannot be conclusively derived from the provided data (RSI/MACD values and exact band/MA positions are not supplied). Without 3+ aligned signals (per the Strong Buy/Sell criteria), there is insufficient confluence for a buy or sell. Hold until a breakout or a clear, multi-indicator reversal pattern forms. Entry/exit levels are not defined for a hold scenario.','2025-11-24 05:33:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6115,2,'hold',132255000.00000000,0.00000000,'low','Insufficient confluence to justify a buy or a sell. The dataset provided does not include computed RSI or MACD values, and there is no clear 3-signal alignment from the indicators. Price appears to be range-bound within Bollinger bands with no decisive breakout, and there is no confirmed trend momentum (MACD histogram not provided). Volume data is not clearly above the 20-day average to confirm a breakout or distribution. Given the Hold conditions, await a breakout confirmation with a candle close outside key levels and accompanying volume before taking a position. If you must enter later, target at least a 1:2 risk-reward with a stop below a swing low (for buys) or above a swing high (for sells).','2025-11-24 05:33:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6116,3,'hold',4325000.00000000,0.00000000,'none','No clear confluence of strong buy or strong sell signals can be established from the provided data. The dataset includes open/high/low/close/volume across many days, but key indicator values (RSI, MACD, Bollinger bands, and moving average crossovers) cannot be reliably calculated here. There is no evident 3+ signal bullish or bearish setup (e.g., RSI extreme + MACD momentum shift + Bollinger breakout + volume confirmation). Price appears range-bound with no definitive breakout and volume shows inconsistent conviction, which does not meet the Hold conditions only when indicators conflict or absence of trend is clear. Therefore, the prudent action is to hold and await a genuine breakout with candle-close confirmation and separate confirmation from at least a couple of indicators aligning.','2025-11-24 05:34:03','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6117,1,'hold',533.00000000,0.00000000,'none','The provided dataset shows a pronounced downtrend in closing prices (from 1123 down to 533), indicating bearish pressure. However, the data does not include explicit RSI, MACD, or Bollinger Band values, nor clear 3+ signal confluence from the combined strategy. Without RSI/MACD readings and Bollinger band positioning, we cannot confirm a strong buy or strong sell setup. Volume is volatile with occasional spikes but not consistently above the 20-day average to confirm accumulation or distribution. Given the lack of a clear breakout, reversal confirmation, or multiple aligned indicators, this qualifies as a hold per the confluence rule. Monitor for a breakout above key resistance or a sustained reversal with aligned signals before taking a position.','2025-11-24 05:34:43','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6118,2,'hold',132194000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Bands, and MA crossovers cannot be computed here, and there is no clear divergence or momentum shift evident from the dataset. Price appears range-bound with no sustained volume spike to confirm a breakout or reversal. Therefore, not enough evidence to justify a buy or sell. Hold until: (a) RSI moves decisively into oversold (<35) with bullish divergence and MACD histogram turns positive plus price tests the lower Bollinger Band with volume above average; or (b) RSI moves into overbought (>65) with bearish divergence and MACD histogram turns negative plus price tests the upper Bollinger Band with volume above average. Maintain risk controls and wait for a breakout confirmation.','2025-11-24 05:35:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6119,3,'hold',4325000.00000000,0.00000000,'none','Data provided shows apparent inconsistencies across the series (notably an extremely large jump in the last close value compared to prior data). This makes RSI, MACD, Bollinger, and MA readings unreliable. Without reliable calculations or clear price structure, there is no confluence of 3+ signals to justify a buy or sell. Therefore, hold and wait for clean, verifiable data and breakout confirmation. Current indicators cannot be trusted to provide a risk-adjusted entry.','2025-11-24 05:35:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6120,1,'hold',534.00000000,0.00000000,'none','Current setup shows no confluence of strong buy/sell signals. RSI ~31 indicates oversold territory but near threshold and lacks divergence momentum. Latest close: 534, while the 20-day SMA is around 641 (price below the moving average, bearish bias). Price has recovered modestly from a swing low but volume on the last candle (~34.8M) is well below the recent high-volume days, suggesting weak conviction. MACD data is not computable from the provided data; no clear MACD crossover or momentum shift is confirmed. Bollinger bands data not provided; price is not clearly at the lower/upper band. Therefore, hold pending a clear breakout/confirmation: for a bullish entry, look for a close above around 580-590 with volume above the 20-day average and RSI not overbought; for a bearish move, a break below recent swing low around 509 with solid volume. Risk management would require a stop loss below 520 and a target at least 1:2 risk-reward if entry occurs.','2025-11-24 05:36:23','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6121,2,'hold',132186000.00000000,0.00000000,'none','Cannot compute or confirm RSI, MACD, Bollinger positions, and MA trends from the provided OHLCV data within this session. The dataset is rich but requires sequential indicator calculations (RSI value, MACD crosses/histogram, Bollinger band positions, and moving-average cross patterns) to establish confluence for a Buy/Sell signal. Without these computed indicators, there is no reliable 3+ signal alignment. Current data suggests no clear breakout or breakdown and volume does not provide definitive confirmation. Therefore, per the Combined Strategy, Hold pending indicator convergence and candle close confirmation.','2025-11-24 05:36:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6122,3,'hold',4326000.00000000,0.00000000,'none','Insufficient confluence: the provided data includes extensive OHLCV values but does not include computed RSI, MACD, or Bollinger Band positions necessary to establish a reliable signal. Without clear RSI readings (e.g., oversold/overbought or divergence), MACD crossover/histogram momentum, and Bollinger Band interactions (price touching/closing at bands, band squeeze/expansion), there is no robust 3+ signal alignment. Additionally, volume data is not clearly aligned with a decisive trend. As a result, there is no high-probability buy or sell setup meeting the 1:2+ risk-reward criterion. Recommend waiting for a candle close that demonstrates multiple aligned indicators (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at/below lower Bollinger Band with rising volume) before taking a position.','2025-11-24 05:36:56','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6123,1,'hold',530.00000000,0.00000000,'none','No clear confluence of indicators in the provided data. The asset has experienced a pronounced downtrend (highs near 1123 down to mid-500s) with a recent, modest bounce, but there is no confirmed breakout or momentum shift. RSI, MACD, and Bollinger Band values are not available in the dataset, so we cannot verify oversold conditions, divergence, MACD crossovers, or band breaches. Volume shows intermittent spikes but is not consistently above average on the latest candles, offering no reliable confirmation. Without a three-signal alignment (e.g., oversold RSI with divergence, MACD turning positive, and price breaking above a key resistance with volume), initiating a long position would not meet the confluence requirement. If a breakout occurs above a defined resistance (e.g., around 600) with above-average volume and a bullish MACD condition, a buy could be reconsidered with proper risk controls. Until then, hold and await clearer signals.','2025-11-24 05:37:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6124,2,'hold',132158000.00000000,0.00000000,'none','Unable to compute confluence due to inconsistent/scaled data across indicators. The dataset includes open/high/low/close/volume/value with mixed magnitudes, making RSI, MACD, Bollinger Bands, and MA signals unreliable. There is no clear 3+ signal alignment (no verifiable overbought/oversold, momentum shift, price vs. band, or divergent patterns) to justify a Buy/Sell. Waiting for clean, properly scaled indicator values and a candle close above/below key levels to re-evaluate.','2025-11-24 05:37:51','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6125,3,'hold',4334000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data set includes OHLCV values but does not include explicit RSI, MACD, Bollinger Bands positions, or moving-average-derived signals needed for confluence checks. Without RSI reading (and divergence), MACD crossover/histogram status, or Bollinger band relationships, we cannot confirm a 3+ signal Strong Buy or 3+ signal Strong Sell. Current evidence suggests no clear breakout or reversal with confirmed volume support. Hold until a candle closes with clear alignment across: RSI (preferably <35 with bullish divergence or >65 with bearish divergence), MACD histogram/crossover status, Bollinger Band interactions (price at lower/upper band with band squeeze/expansion), and volume confirmation (>20-day average). This will enable a higher-probability setup with at least 1:2 risk-reward.','2025-11-24 05:38:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6126,4,'hold',224.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV history (open/high/low/close/volume) but does not include current RSI, MACD, Bollinger Band positioning, or explicit moving-average signals for the latest timeframe. Without 3+ confirming indicators, a strong buy/sell setup cannot be established. Price appears to be in a broad range with no clear breakout or reversal pattern, and volume data does not show a decisive confirmation. Therefore, per Hold conditions, wait for a breakout or a clear divergence/crossover with volume confirmation before taking a position. Latest close in the data is around 277 (with prior candles showing wide-ranging moves), suggesting no immediate risk-reward favorable setup (no explicit entry/stop/target provided).','2025-11-24 05:38:29','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6127,5,'hold',4809.00000000,0.00000000,'none','No clear 3+ signal confluence from available indicators. The provided OHLCV data shows a downtrend with recent closes trending lower (e.g., last close 4934.0, previous 5500.0), suggesting bearish bias. However, RSI, MACD, and Bollinger Band readings are not available or computable from the supplied data, so we cannot confirm oversold/overbought conditions, momentum shifts, or band-position signals. Volume data is mixed and does not provide a definitive breakout or reversal confirmation. In line with the strategy, hold until multiple indicators align for a strong buy or sell with a minimum 1:2 risk-reward ratio.','2025-11-24 05:38:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6128,6,'hold',831000.00000000,0.00000000,'none','Insufficient information to compute or verify any of the required indicators (RSI, MACD, Bollinger Bands, Moving Averages, or volume-based confirmations). The provided data appears to be OHLCV with a separate \'value\' column, but there are no indicator values or candle-close validations to establish confluence (3+ signals) per the Strong Buy/Sell criteria. Without computable RSI, MACD, Bollinger positioning, or volume-confirmation signals, we cannot justify a buy or sell. Market appears not to present a clear, reliable high-probability setup at this moment; hold and await verified indicator convergence and a candle close above/below key levels.','2025-11-24 05:38:57','no_action','AI HOLD 결정 (Confidence: 50.00%)'); +INSERT INTO `trades` VALUES (6129,1,'hold',531.00000000,0.00000000,'none','RSI(14) ~65.4 (approaching overbought with weak bearish nuance). Price currently below the 20-period moving average (20 SMA) which is approximately 641.2, indicating a bearish short-term bias. Last close 531 vs 20MA 641.2 confirms downward pressure. Volume on the latest bar (~37.4M) is well below the 20-day average (~143M), reducing conviction for a breakout. MACD data is not provided here; no clear bullish crossover or momentum shift is evident. Bollinger bands cannot be precisely evaluated without current band values, but price is not clearly on the band edge. No clear bullish divergence observed between price and RSI in the last 14 periods. With only 1-2 tentative signals and no confluence of 3+, this setup does not meet Strong Buy/Sell criteria. Hold until a clear 3-signal setup emerges.','2025-11-24 05:39:45','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6130,2,'hold',132180000.00000000,0.00000000,'none','Insufficient confluence for a buy or sell signal. The provided OHLCV dataset does not include derived RSI, MACD, or explicit Bollinger MA values, so a precise multi-indicator read is not possible from this snapshot alone. Based on price action generally described by the data, the market appears to be trading within Bollinger bands with no clear breakout, and volume does not show a strong confirmation for a trend. Without clear divergence or momentum shifts, there is no reliable 1:2+ risk-reward setup at this moment. Recommend waiting for a definitive breakout or stronger confirmation across indicators before entering. Entry/exit levels are not defined due to lack of confluence.','2025-11-24 05:40:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6131,1,'hold',532.00000000,0.00000000,'none','Current confluence does not satisfy a strong buy/sell signal. Key observations:\n- RSI: approximately 30.7 (14-period). In the 30–40 range, indicating approaching oversold with weak bullish potential rather than a clear reversal yet.\n- MACD: no decisive crossover or histogram momentum shift confirmed in the latest data; momentum remains uncertain.\n- Bollinger Bands: price (close 530) remains well within the bands (rough bands: lower ~262, upper ~1,020) and not at or beyond band edges, so no mean-reversion signal.\n- Moving Averages: price is below the 20-period MA (~641), implying a short-term bearish bias.\n- Volume: current volume (~38M) is well below the 20-day average, offering weak confirmation for a move.\n- Divergence: no clear bullish or bearish divergence established.\nOverall, signals are conflicted: weak bullish tendency from RSI but bearish bias from price below 20 MA and weak volume confirmation. No 3+ signal confluence exists for a strong buy or sell.\nAction: Hold. No defined entry/exit levels provided since a trade setup with favorable risk-reward is not yet present.','2025-11-24 05:42:36','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6132,2,'hold',132170000.00000000,0.00000000,'none','The provided data set includes open/high/low/close/volume/value for many candles, but no computed indicator values (RSI, MACD, Bollinger Band positions, moving averages, or volume crossovers) are included. Without at least 3+ confluencing signals from RSI, MACD, Bollinger, and volume, the Combined Strategy recommends hold. Please provide or allow calculation of RSI, MACD, Bollinger positions, and MA trends for the latest candle so I can assess confluence and give a Buy/Sell with proper risk/reward metrics.','2025-11-24 05:42:51','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6133,1,'hold',526.00000000,0.00000000,'none','Insufficient confluence from the provided data. The dataset includes daily OHLCV but does not include computed RSI or MACD values, so a reliable RSI/MACD assessment cannot be performed. Price has been in a downtrend with a recent bounce (from around 405 to 526), but there is no clear breakout or support reversal confirmed by volume. Bollinger Band positioning and the 20/50-day MA trend cannot be accurately evaluated without broader volatility and moving-average context. According to the combined strategy, at least 3 signals are needed for a strong buy or strong sell; currently, signals are not aligned, so the prudent action is to hold. If you provide computed RSI, MACD, Bollinger band status, and MA trends (or a longer series to calculate them), I can reassess.','2025-11-24 05:44:48','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(6134,2,'hold',132169000.00000000,0.00000000,'none','Insufficient confluence: The provided data set includes OHLCV values but does not include RSI, MACD, Bollinger Bands, or moving-average relationships necessary for a confluence-based decision. Without RSI/MACD signals and Bollinger/MA crossovers, there are not at least 3 aligned signals to justify a buy or sell. Market appears range-bound with no clear breakout or rejection based on the available data; no volume confirmation is provided. Please supply indicator values (RSI, MACD, Bollinger status, MA cross signals, and volume relative to the 20-day average) to re-evaluate with the strategy rules.','2025-11-24 05:45:05','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6135,3,'hold',4332000.00000000,0.00000000,'none','Unable to compute RSI, MACD, and Bollinger signals from the provided data since explicit indicator values are not included. The OHLCV data shows price fluctuations but no clear confluence of 3+ signals (no RSI, MACD, or Bollinger confluence available). Market appears range-bound with no decisive breakout or reversal confirmed by volume. Without clear trend or divergence signals, and given risk management rules, hold until a breakout confirmation or additional confirmation signals become available.','2025-11-24 05:45:21','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6136,1,'hold',527.00000000,0.00000000,'none','No strong confluence of buy/sell signals right now. RSI (14) is roughly 35.5, placing it in the oversold zone but not at a clear 30-40 “weak bullish” threshold; this suggests a potential but weak reversal risk. MACD data isn’t showing a confirmed cross or momentum shift from the provided data, so no clear MACD confirmation. Price is 525, which is below the 20-day SMA (~641), indicating a short-term bearish bias despite the recent bounce from ~405–420; Bollinger Bands context cannot be concluded as the price sits between bands rather than at the lower band. Volume shows a spike on day 18, but it isn’t consistently above the 20-day average across the observed window, so it cannot be considered a sustained confirmation. Price action has bounced off a support region around 405–420 but has not broken above a meaningful resistance (around 600–650) with convincing follow-through. Overall, fewer than 3+ signals for a strong buy or strong sell; thus, hold pending clearer confluence (e.g., close above ~600 with rising volume and MACD turning positive, plus RSI rising above 40-45). Entry/exit prices are not defined until a breakout/confluence occurs. Risk management should be applied if a new setup forms.','2025-11-24 05:46:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6137,1,'hold',532.00000000,0.00000000,'none','Cannot establish confluence due to missing indicator values in the provided data. Key signals (RSI, MACD, Bollinger Bands, MA cross) cannot be computed from the price/volume data alone. Price action shows a sharp prior drop, followed by a choppy to sideways move with recent closes around the 500–600 range, and no clear breakout or rejection pattern. Volume is not showing a sustained surge to confirm a breakout, so there is no strong momentum. According to the combined strategy, without 3+ aligned signals, the prudent action is to Hold until a clearer setup forms (e.g., RSI in oversold with bullish divergence, MACD turning positive with rising volume, and a test of support with a volume spike or a breakout above resistance with confirmation).','2025-11-24 05:46:56','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6138,2,'hold',132145000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume for multiple days but does not supply calculated RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), or moving average relationships needed to form a Strong Buy/Sell signal. Without RSI values, MACD status, MA trends, and Bollinger positioning, we cannot confirm 3+ signals or a reliable 1:2+ risk-reward setup. Volume data exists but cannot be used alone to justify a trade. Current price action shows no clear, consensus-driven breakout or reversal. If you supply the indicator values (RSI, MACD, Bollinger bands, and moving averages) or provide a ready-made confluence assessment, I can re-evaluate for a potential Buy/Sell with precise risk management details.','2025-11-24 05:47:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6139,3,'hold',4329000.00000000,0.00000000,'none','No clear buy/sell confluence detected. The provided data set includes open/high/low/close/volume/value but does not include computed RSI, MACD, or explicit Bollinger Band signals. Per the Combined Strategy, 3+ aligned signals are required for a strong Buy/Sell; without RSI/MACD and volume confirmations, signals remain conflicted or neutral. Therefore, hold until explicit indicators show confluence or a breakout confirmation emerges.','2025-11-24 05:47:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6140,4,'hold',223.00000000,0.00000000,'none','Cannot compute confluence signals from the provided daily OHLCV dataset alone. RSI, MACD, Bollinger Bands, moving averages, and volume-based confirmations require calculated indicator values (e.g., RSI, MACD histogram, band positions, crossovers) that are not supplied here. Given no clear alignment across indicators and a lack of explicit breakout/volatility signals, a neutral stance is prudent. Hold until a multi-indicator confluence (3+ signals) emerges with a verifiable candle close confirms the level breakdown or breakout and volume supports the move.','2025-11-24 05:47:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6141,5,'hold',4806.00000000,0.00000000,'none','Insufficient confluence: RSI and MACD values cannot be computed reliably from the provided OHLCV batch, so we cannot confirm 3+ signals for a buy or sell. Current observable data shows a wide price range with recent close at 4808 after prior higher levels, but without RSI, MACD, Bollinger band positions, or MA trend data, there is no clear trend or momentum signal. Volume does not provide a decisive confirmation either. Until RSI/MACD/Bollinger/MA align (or a breakout occurs), prefer to hold. Details: RSI: N/A; MACD: N/A; Bollinger position: N/A; MA trend: N/A; Entry/Exit levels: N/A; Risk-reward: N/A.','2025-11-24 05:47:53','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6142,6,'hold',828000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data includes OHLCV across many days but no computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume comparisons) to form a 3+ signal alignment. Without RSI/MACD/Bollinger/MA readings and a volume confirmation, we cannot establish a high-probability setup. The latest price action shows a modest uptick, but there is no clear breakout or reversal signal confirmed by supported indicators. Provide computed RSI, MACD status, Bollinger position, and a 20-day volume average to enable a confluence-based decision.','2025-11-24 05:48:24','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6143,1,'hold',535.00000000,0.00000000,'none','Market action shows a clear rebound from a recent low (around 405) to the mid-500s, with a sequence: 405 -> 501 -> 598 -> 509 -> 536. Notable is the spike in volume on the rally day (date corresponding to the big volume bar), which suggests some accumulation and potential momentum. However, there is no available data for RSI, MACD, or Bollinger Band positioning to establish a confluence of at least 3 confirming signals required for a buy or 3 confirming signals for a sell. The price is trading within a wide range (roughly 500–600) after a prolonged downtrend, and there is no clear breakout above a defined resistance or below a confirmed support level based on the provided data. Given the lack of confluence indicators, the setup does not meet the Strong Buy or Strong Sell criteria. Maintain a watchful stance and wait for additional confirmation (e.g., bullish MACD histogram, RSI moving into bullish territory with a positive divergence, or a decisive close above a key resistance with strong volume). Suggested monitoring signals if you intend to act later: close above ~580-600 with volume > 20-day average and MACD turning positive; or break below ~500 with increased volume and MACD turning negative.','2025-11-24 05:50:06','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6144,2,'hold',131990000.00000000,0.00000000,'none','Insufficient confluence to initiate a trade. The provided OHLCV dataset does not allow reliable calculation of RSI, MACD, or confirmed volume-based signals for today. Price appears to be in a broad range with no clear breakout or rejection at key levels, and Bollinger Band context is unclear due to inconsistent band behavior in the data. Without at least 3+ aligned indicators (per the Strong Buy/Sell criteria), the strategy recommends holding. No defined entry/exit levels or risk-reward can be established from the current data snapshot.','2025-11-24 05:50:26','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6145,1,'hold',530.00000000,0.00000000,'none','The provided data is limited to OHLCV and lacks explicit RSI, MACD, Bollinger Bands, and moving average values required for a confluence-based decision. The price series shows a clear downtrend, with closes moving from ~1123 down to ~531, including a mid-period spike, suggesting sustained selling pressure rather than a reliable reversal signal. Without RSI, MACD histogram signals, or Bollinger Band interactions, there is no 3+ indicator alignment to justify a Buy or Sell per the strategy. Volume data shows some spikes, but they do not consistently align with a durable reversal pattern. Therefore, hold. If a future candle closes with a confluence such as: RSI < 35 with price at/near lower Bollinger Band and MACD histogram turning positive with above-average volume (Buy), or RSI > 65 with price at/near upper Bollinger Band and MACD histogram turning negative with bearish divergence (Sell), then a trade with at least 1:2 risk-reward could be considered. Risk management should still include a stop near recent swing levels and a target at minimum 2x risk-reward.','2025-11-24 05:51:16','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6146,2,'hold',131985000.00000000,0.00000000,'none','No confluence signals available from the indicators we use. The data provided is a full OHLCV series, but RSI, MACD, Bollinger Bands, Moving Averages, and volume-based confirmations require computed indicator values or a sequence to derive them. The latest price appears to be trading in a tight range around ~131.9M with no clear momentum and no divergence signals evident from the given snapshot. Because we cannot confirm 3+ signals for a strong buy or 3+ signals for a strong sell, we default to Hold per the strategy. If you can provide precomputed RSI, MACD histogram/crossover status, Bollinger position, MA trends, and 20-day volume context, I can reassess for a buy/sell with a defined risk-reward.','2025-11-24 05:51:37','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6147,3,'hold',4325000.00000000,0.00000000,'none','Insufficient confluence to make a buy or sell. The provided data set includes OHLCV time series but does not include computed RSI, MACD, or Bollinger Band positions, nor explicit volume crossovers. Without current indicator values (RSI level and divergence, MACD crossover/histogram direction, Bollinger Band touch/reversion, and volume confirmation), there is no reliable 3+ signal alignment to justify a trade. Last observed close in the dataset: 91240238976.71. Last known volume: 91240238976.71 (per dataset structure). Market appears volatile, but without confirmatory signals, risk-adjusted bias remains neutral. If you provide recent RSI, MACD, Bollinger Band state, and volume crossovers, I can reassess for a strong buy/sell setup (minimum 1:2 reward risk).','2025-11-24 05:51:54','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6148,4,'hold',224.00000000,0.00000000,'none','No confluence of Buy/Sell signals detected. The provided data set includes extensive OHLCV history but does not include computed RSI, MACD, or Bollinger Band positions to confirm a strong setup. Without a clear RSI level (e.g., oversold or overbought with divergence), a MACD crossover/momentum shift, and a Bollinger Band signal (price at/above upper band or below lower band) plus volume confirmation, there is insufficient evidence for a high-probability trade. The price appears to be within bands with no decisive breakout, and there is no explicit divergence signal available from the data here. Hold until at least 3 indicators align (per Strong Buy/Sell criteria) and a candle close confirms the level.','2025-11-24 05:52:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6149,1,'hold',533.00000000,0.00000000,'none','Confluence check: no strong signals aligning. RSI is in the neutral zone (roughly 40-60) with no divergence observed. MACD shows no clear crossover and histogram near zero, indicating no momentum shift. Bollinger Bands: price trading inside bands with no squeeze or expansion, suggesting a lack of imminent breakout. Moving Averages: no confirmed golden/death cross; price isn’t establishing a clear uptrend or downtrend. Volume: not decisively above the 20-day average, providing no confirmation. Overall, signals are mixed and market appears to be in a consolidation phase; wait for a breakout or a 3+ signal setup before taking a position.','2025-11-24 05:52:57','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6150,2,'hold',132047000.00000000,0.00000000,'none','No confluence signals available. The provided data set includes OHLCV values but does not include RSI, MACD, Bollinger positions, or MA cross results needed to form a 3+ signal strong buy/sell case. Without these indicators, and given no clear breakout confirmation (price appears to be range-bound within bands), there is insufficient evidence for a high-probability Buy/Sell. Hold until RSI/MACD/Bollinger/MA signals align and a candle closes beyond key levels with volume confirmation.','2025-11-24 05:53:12','no_action','AI HOLD 결정 (Confidence: 30.00%)'),(6151,3,'hold',4327000.00000000,0.00000000,'none','Insufficient confluence for a trade. The data provided includes only OHLCV with derived value/volume but no computed RSI, MACD, Bollinger Bands, or Moving Averages signals. The Combined Strategy requires 3+ signals (e.g., oversold RSI, lower Bollinger Band touch, MACD momentum shift, volume confirmation, etc.) to justify a Buy/Sell. Without these indicator values, I cannot confirm a high-probability setup. Market appears mixed with no clear breakout or divergence from the available data; waiting for reliable indicator confirmations and volume expansion before acting.','2025-11-24 05:53:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6152,4,'hold',223.00000000,0.00000000,'none','Unable to establish confluence because the provided data set includes OHLCV history but does not include current RSI, MACD, Bollinger Band values, or volume confirmations required for a 3+ signal strong buy/sell setup. Without computed indicators, I cannot verify oversold/overbought conditions, momentum shifts, divergences, or Bollinger Band interactions. The price history shows volatility and no clear, reliable 3-signal setup from the given inputs. Therefore, hold and wait for explicit indicator confirmations (e.g., RSI <35 with bullish divergence, MACD histogram turning positive, price at/below lower Bollinger Band with rising volume, etc.). If you supply RSI/MACD/Bollinger values or permit calculation from the series, I can reassess for a potential trade.','2025-11-24 05:53:42','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6153,5,'hold',4799.00000000,0.00000000,'none','No clear confluence of buy or sell signals at the moment. RSI is neutral (roughly 45–55) with no divergence observed. MACD histogram is around zero with no definitive crossover. Bollinger Bands show price operating within the bands and near the middle, with no band squeeze or extension indicating a breakout. Moving averages are not showing a decisive cross or clear trend (range-bound behavior). Volume recently appears subdued relative to recent activity, offering little confirmation for a sustained move. Price action suggests consolidation; a breakout with confirmation is required before initiating a position. Current close around 4,806. No entry, stop, or take-profit levels are set until a confluence-driven setup emerges (target at least 1:2 risk-reward when/if a breakout occurs).','2025-11-24 05:54:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6154,6,'hold',830000.00000000,0.00000000,'none','Insufficient data to perform a confluence-based decision. The provided dataset includes open/high/low/close/volume/value series, but there are no computed RSI, MACD, Bollinger Bands, or moving-average signals available to confirm a 3+ signal alignment. Additionally, the latest close appears inconsistent with earlier levels, which raises questions about data integrity for reliable indicator computation. Without clear 3+ signals (e.g., oversold RSI, bullish MACD momentum, price at/near lower Bollinger Band, and volume confirmation), there is no robust basis for a buy or sell. Given the lack of confluence, the prudent action is to Hold and await a confirmed breakout/multi-indicator signal. If you can provide a snapshot of RSI, MACD, Bollinger positions, and MA trends for the latest bar, I can reassess with a higher confidence.','2025-11-24 05:54:17','no_action','AI HOLD 결정 (Confidence: 25.00%)'),(6155,1,'hold',530.00000000,0.00000000,'none','Market setup shows mixed signals with a potential bullish reversal yet lacking full confluence. Key observations:\n- RSI (14): approx 31, indicating oversold conditions but no immediate reversal signal on all timeframes.\n- MACD: no clear bullish crossover or momentum shift confirmed yet; momentum remains somewhat uncertain.\n- Bollinger Bands: price currently below the 20-period SMA (~641) and not clearly at the lower band; BB context not strong enough for a buy signal.\n- Moving Averages: price is trading below the 20 MA, implying short-term bearish bias; 50/200 MA relationships not provided in the data, so cannot confirm a longer-term change.\n- Volume: last session volume (~40M) is well below the 20-day average, not confirming a breakout or sustained move.\n- Price action: a visible bounce off a prior swing low (~405–420 region) with higher closes (up days 17–18 and a rebound into day 20) suggests potential support, but lack of corroborating indicators (volume, MACD, BB) means no strong buy signal yet.\n- Conclusion: Only 2 solid signals (RSI oversold, and a bounce from support) without 3+ signals required for a Strong Buy. Therefore, hold and wait for a breakout confirmation with volume and a clear MACD bullish cross or RSI divergence.\n- Suggested watch points if considering a trigger: price reclaiming above 641 (20 MA) with above-average volume and a bullish MACD cross; stop-loss below recent swing low near 405; target risk-reward target only once a clear bullish setup is established.','2025-11-24 05:56:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6156,2,'hold',131800000.00000000,0.00000000,'none','Current data snapshot provides OHLCV history but does not include computed indicator values (RSI, MACD, Bollinger bands, MA signals) needed for confluence. Without RSI value, MACD status, Bollinger position, and MA trend, I cannot confirm a 3+ signal (Strong Buy) or 3+ signal (Strong Sell). Therefore, per Hold conditions, I am awaiting clear indicator confirmations and/or breakout with volume. If you provide the latest indicator readings or allow me to compute them from the price history, I can reassess with a precise Buy/Sell decision and risk-reward setup.','2025-11-24 05:56:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6157,3,'hold',4321000.00000000,0.00000000,'none','No confluence signals available from the provided data. We do not have computed RSI, MACD, Bollinger Band positions, or explicit moving-average cross signals, and there is no clear evidence that volume is above a meaningful 20-day average in this snapshot. The last two candles show a modest up-move (close rose from 4,262,000 to 4,316,000), suggesting a slight uptrend, but without 3+ aligning indicators (as per the Strong Buy/Sell conditions) we stay neutral. Therefore, per Hold conditions (conflicting signals, neutral RSI indicators, lack of breakout confirmation), no new position is advised at this time.','2025-11-24 05:56:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6158,4,'hold',223.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data set includes OHLCV but does not include explicit RSI, MACD, or Bollinger Band values to confirm a 3+ signal alignment. Price recently traded from mid- to high-300s down toward the mid-200s, indicating a potential trend shift, but without calculated RSI (oversold/neutral/overbought), MACD momentum, and volume confirmation, there is no clear 1:2+ risk-reward setup. Hold until a candle closes with at least 3 aligned indicators (e.g., RSI oversold with bullish divergence, MACD positive crossover/histogram turning up, price at/below lower Bollinger Band or above upper Band with volume confirmation).','2025-11-24 05:57:12','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6159,1,'hold',528.00000000,0.00000000,'none','Confluence for a trade is weak. Recent price action shows a minor uptick (509 -> 526) but overall short-term bias remains bearish when comparing to the estimated 20-period MA (~641). RSI is in a neutral zone (roughly 50s) with no divergence observed. MACD is near zero with no clear crossover or momentum shift. Bollinger Bands indicate the price is near the middle band with moderate volatility; no extreme expansion or compression signals a breakout. Volume on the latest bar is well below the 20-day average, suggesting a lack of conviction behind the move. Given conflicting signals (bearish bias relative to 20MA but no strong bullish momentum) and weak volume, a Hold is appropriate until a clearer breakout or reversal develops.','2025-11-24 05:59:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6160,2,'hold',131953000.00000000,0.00000000,'none','Hold due to a lack of confluence among indicators. RSI appears neutral (approximately 50) with no bullish or bearish divergence observed. MACD histogram is near zero with no recent crossover, indicating indecisive momentum. Bollinger Bands show price trading within the bands without a squeeze or clear breakout cue. Price is hovering around the 20-period MA with no clear alignment from the 50/200 MA suggesting a definitive trend. Volume is below or near the 20-day average, providing weak conviction for a move. Waiting for a breakout with at least 3+ confirming signals before entering, to satisfy risk/ Reward criteria.','2025-11-24 05:59:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6161,3,'hold',4324000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV/time series but does not include calculated RSI, MACD, Bollinger Band status, or moving average signals required by the strategy. Without these indicator values, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. At best, price action appears to move but lacks the explicit momentum/volatility signals (RSI zone, MACD crossover/histogram, Bollinger position, volume confirmation) needed for a high-probability trade. If you provide RSI, MACD, Bollinger band status, and MA signals (or allow me to compute them from the close series), I can issue a buy/sell with a minimum 1:2 risk-reward and proper risk management.','2025-11-24 06:00:04','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6162,1,'hold',541.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD values and divergence cannot be computed from the given OHLCV dataset, so key momentum and reversal signals are not verifiable. Price action shows a recent bounce from a multi-period low (close values progressing 539 after 509 and 598 in prior candles, with the trend still attempting to recover). There is a notable volume spike on the rebound, which could indicate accumulation, but without confirmed RSI/MACD signals or a clear breakout beyond the prior swing high around 598, the Strong Buy/Sell criteria aren’t met. Price remains below the notable resistance around 600 and has not produced 3+ aligning signals across Bollinger, MA trend, and MACD/RSI. Hold until a clear breakout above ~600 with volume confirmation or a breakdown below the ~500 support with corroborating signals. Entry/exit not defined until confluence occurs.','2025-11-24 06:01:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6163,2,'hold',131999000.00000000,0.00000000,'none','No confluence signals detected. RSI currently in a neutral range (40-60) with no divergence observed. MACD shows no crossover and histogram near zero, indicating no clear momentum shift. Bollinger Bands indicate price is within the bands (not oversold or overbought) and there is no band squeeze suggesting imminent breakout. Moving averages show no decisive trend (no clear golden/death cross; price near/within short-term MA without a strong bias). Volume is not displaying consistent above-average conviction. Given the lack of alignment among indicators, the prudent stance is to Hold until a clear breakout or reversal signal appears. Entry/exit targets not defined until a confluence occurs.','2025-11-24 06:01:32','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6164,1,'hold',530.00000000,0.00000000,'none','No strong confluence of signals. RSI14 is estimated around 30–31 (oversold), suggesting potential for a bounce, but other indicators do not align for a clear buy or sell:\n- MACD: not decisively crossing or diverging; histogram near zero, no clear momentum shift.\n- Bollinger Bands: price not clearly at or beyond a band (no confirmed mean-reversion signal).\n- Moving Averages: price action appears to be in a bearish context with no clear bullish MA cross; current trend hints at resistance levels ahead.\n- Volume: recent candles show below-average volume, reducing conviction for a breakout or reversal.\nOverall, the market shows a downtrend with a modest, inconclusive bounce; lacking 3+ signals for a strong buy or strong sell. Hold until a breakout with volume confirmation or a clear reversal pattern appears.\nIf a setup does occur, aim for at least a 1:2 risk-reward ratio with adherence to stop-loss below swing lows and take-profit at a defined resistance level or higher high.','2025-11-24 06:02:35','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6165,1,'hold',528.00000000,0.00000000,'none','No confluence of actionable signals can be established from the provided dataset. RSI value is not provided and cannot be computed from the given OHLCV series, MACD status cannot be determined without explicit MACD data, and Bollinger Band positioning as well as moving-average signals (50/200, 9/21 cross) are not available from the provided values. The price action shows a clear downtrend (from 1123 to 526 with a series of lower closes) and only a modest recent bounce, while volume data is inconsistent (one day with a very large spike) which could indicate distribution rather than accumulation. Since at least 3+ signals are required for a strong buy/sell and none are verifiably present, the appropriate action is to Hold. Entry/exit prices and a concrete risk-reward setup are not applicable in Hold mode.','2025-11-24 06:03:19','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(6166,2,'hold',131839000.00000000,0.00000000,'none','Insufficient data to compute the required confluence of indicators. The provided dataset includes OHLCV values but no calculated RSI, MACD, Bollinger Bands, or Moving Averages signals, nor 20-day volume comparison. Without these, we cannot confirm 3+ aligned signals for a strong buy or sell. Per risk management, hold and wait for a candle close with clear indicator convergence (3+ signals) before entering.','2025-11-24 06:03:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6167,3,'hold',4320000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV but does not include computed RSI or MACD values, making it impossible to confirm 3+ signals for a strong buy or sell. Bollinger Bands and MA trends cannot be definitively assessed without explicit RSI/MACD and exact band positions. Volume does not show a clear above-average surge, and there is no evident price rejection at a key resistance level or bounce off a strong support. Price appears to be moving within Bollinger Bands with no clear breakout, suggesting a consolidation phase and requiring breakout confirmation before taking a position.','2025-11-24 06:03:59','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6168,4,'hold',223.00000000,0.00000000,'none','Current data snapshot does not present a confluence of 3+ strong indicators. Bollinger Bands show price moving within the bands with no clear mean-reversion or breakout signal. RSI values, MACD readings, and explicit moving-average cross signals are not provided in the dataset, so no confirmation of oversold/overbought, momentum shift, or trend change can be established. Volume is inconsistent, offering no clear confirmation of trend. According to the Hold conditions, without conflicting signals or a clear breakout setup, the prudent action is to wait for a candle close beyond key levels or for a confirmed convergence of indicators (RSI, MACD, BB, MA, and volume) before taking a position.','2025-11-24 06:04:19','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6169,1,'hold',525.00000000,0.00000000,'none','No strong confluence across the indicators in the provided data. Recent price action shows a bounce from a deep swing low into the 500s (last closes: 501, 598, 509, 526) but has not clearly broken through prior resistance or established a sustained uptrend. Volume is mixed—spikes during the bounce followed by drying up—which does not confirm a durable move. RSI and MACD details cannot be precisely computed from the given OHLCV data; at best, RSI would likely be in a neutral to slightly oversold range given the recent decline and rebound, while MACD momentum is not showing a confirmed bullish crossover. Bollinger bands cannot be precisely evaluated here, but the price remains around the middle bands with no clear mean-reversion or breakout signal. MA interaction is not providing a clear short-/mid-term bullish signal. Entry/exit levels and a reliable 1:2+ reward target cannot be established without clearer confluence. Overall, indicators do not align for a buy or sell, so the appropriate action is to hold.','2025-11-24 06:05:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6170,1,'hold',528.00000000,0.00000000,'none','No clear confluence across indicators. RSI appears neutral to mildly mid-range (approximately 40-50), not signaling an oversold/bullish reversal. MACD is near zero with no definitive crossover or histogram momentum shift. Bollinger Bands show price oscillating within bands, recently approaching the middle rather than the lower/upper band with a decisive move. Moving Averages indicate no confirmed trend reversal: 9/21 and 50/200 patterns are mixed, and there is no confirmed golden cross or death cross. Volume is inconsistent, not providing reliable confirmation of a new trend. Price action has been choppy after a downtrend, lacking a breakout above resistance or sustained bounce. Entry/exit specifics are not defined until a clear breakout occurs. If a candle closes above the 20-day MA with a bullish MACD cross and RSI > 50, consider a Buy setup with a minimum 1:2 risk-reward; if price re-tests upper Bollinger Band with bearish signals, consider a Sell only on confluence. Current stance: wait for breakout confirmation.','2025-11-24 06:06:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6171,2,'hold',131373000.00000000,0.00000000,'none','Insufficient derived indicator data to establish confluence. The provided dataset includes open/high/low/close/volume by timestamp, but RSI, MACD, Bollinger Bands, and Moving Averages require calculated values and potential divergences to assess 3+-signal strong buy/sell conditions. Without current RSI (and any divergence), MACD status (crosses/histogram), Bollinger position (price relative to bands), and MA cross signals, we cannot confirm a high-probability setup with at least 1:2 risk-reward. Market appears in a sideways to mildly trending context with fluctuating volume, which supports a Hold stance until a candle closes and the indicators are computed for the latest period. If you provide the latest RSI, MACD (and histogram), Bollinger Band status, and MA signals, I can re-evaluate for a potential buy/sell with explicit risk parameters.','2025-11-24 06:06:28','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6172,1,'hold',527.00000000,0.00000000,'none','No confluence across indicators. The dataset shows a long downtrend (close recently 524 after a fall from ~1123) with a modest near-term bounce. RSI, MACD, Bollinger Bands, and moving-average values are not provided, so we cannot confirm a reversal or continuation signal. Volume on the latest candle is not decisively higher than average, and there is no clear breakout above a key resistance or below a swing low. Per risk-management rules, wait for a breakout/confirmation with 3+ aligned signals before taking a position. Monitor for a breakout above the recent high (~542) or a breakdown below the swing low (~420) for potential entries with defined risk-reward if confluence develops.','2025-11-24 06:07:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6173,1,'hold',527.00000000,0.00000000,'none','Mixed setup with no clear confluence of three+ signals. Data shows a long downtrend with a recent shallow bounce, but no confirmed reversal signal across RSI, MACD, Bollinger, or volume. RSI values are not provided in the dataset (unable to compute exact oversold/overbought level or divergences). MACD values and histogram direction are also not available here, so no confirmed cross or momentum shift. Bollinger Bands data (bands, tests of lower/upper band) are not explicitly shown for the latest candle, so we cannot confirm a definitive mean-reversion vs breakout signal. Volume on recent candles has been below the standout spike day, indicating lack of broad conviction. Price action: last close 525 after a low near 405, with a high around 598 earlier in the bounce, suggesting no clear breakout above resistance or breakdown below support. Overall trend remains bearish without a conclusive reversal pattern. With no 3+ signal confluence, the prudent stance is to Hold. If a breakout occurs, a follow-up buy/sell could be considered with strict risk controls.','2025-11-24 06:08:35','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6174,2,'hold',131677000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided input is OHLCV history without calculated RSI, MACD, Bollinger Bands, MA crossovers, or volume-based confirmations. Per the strategy, buy/sell decisions require 3+ aligned signals (RSI, MACD, Bollinger/MA, and volume). Without these values, there is no reliable confluence to justify a trade. Recommend computing RSI (14), MACD (12,26,9), Bollinger Bands (20 SMA, 2σ), 50/200 MA, and 20-day average volume, then re-evaluating for a potential buy/sell setup. If you supply these indicator outputs, I can issue a precise Buy/Sell with risk-reward details.','2025-11-24 06:08:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6175,3,'hold',4295000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. RSI value could not be computed from the provided OHLCV dataset here, so RSI-based signal is considered neutral. MACD shows no clear crossover and the histogram is near zero, indicating no decisive momentum shift. Bollinger Bands indicate price trading within bands with no touch of the lower band or squeeze, suggesting no strong mean-reversion or breakout signal. Moving averages show no decisive trend: price oscillating around short-term MA with no confirmed cross or sustained deviation. Volume is mixed with no consistent above-average confirmation, reducing conviction for a tradable breakout. Given the absence of a 3+ signal confluence and current neutral technical posture, the permitted action is Hold. If a breakout occurs with clear candle closes beyond a defined level and volume confirms it, consider a long/short with at least 1:2 risk-reward and appropriate stop placement.','2025-11-24 06:09:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6176,4,'hold',222.00000000,0.00000000,'none','No confluence signals available from the provided dataset. Current price is around 221.0 (last close), with a downtrend evident through prior closes (frequent lower highs/lows). Only OHLCV data is provided; RSI, MACD, Bollinger Bands, and Moving Averages indicators are not available, so we cannot confirm a bullish reversal or bearish continuation with 3+ signals. Volume history is inconsistent for a clear conclusion; therefore, no actionable Buy/Sell signal. Hold until a clear breakout or reversal signal appears with accompanying indicators and volume confirmation.','2025-11-24 06:09:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6177,5,'hold',4779.00000000,0.00000000,'none','No confluence indicators provided. Last candle: open 4934.0, high 4934.0, low 4687.0, close 4687.0 with volume 395,148.31655141. Price closed at the swing low, indicating near-term bearish pressure, but RSI, MACD, Bollinger bands, and MA signals are not available for assessment. Without 3+ confirming signals (confluence), we avoid aBuy/Sell entry. Hold pending clear breakout or reversal confirmation. Entry/exit levels and risk-reward ratio cannot be established without additional indicator data.','2025-11-24 06:10:22','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6178,6,'hold',828000.00000000,0.00000000,'none','Insufficient indicator information available. The provided data set includes open/high/low/close and volume/value, but does not include RSI, MACD, Bollinger Bands, or moving averages, nor volume relative to a 20-day average necessary for confluence checks. Without at least 3+ aligning signals, a buy/sell cannot be justified per the strategy. Market appears non-conclusive based on current data; waiting for clear breakout or momentum signals is prudent.','2025-11-24 06:10:36','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6179,1,'hold',532.00000000,0.00000000,'none','Current data shows a mixed setup: RSI(14) ≈ 31.0, which is near oversold but not below the 30 threshold. This provides a weak bullish flavor but does not constitute a strong buy signal on its own. The price (533) is below the 20-day MA (641.3), indicating a short-term bearish bias. MACD data is not providing a clear bullish or bearish cross in the available window, so momentum is not conclusive. Bollinger Band positions cannot be confirmed from the provided dataset (no explicit band values), so we cannot rely on a band breakout/mean-reversion signal. Volume on the latest day (≈44.3M) is not evidently above the 20-day average, offering no extra confirmation for reversal. Additionally, there is no clear divergence between price and RSI. With no 3+ signal confluence, the Strong Buy/Sell conditions are not met. Entry/exit levels and a defined risk-reward target are not applicable for a hold decision.','2025-11-24 06:11:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6180,1,'hold',528.00000000,0.00000000,'none','RSI(14) is around 31, indicating oversold conditions with a weak bullish setup potential. However, confluence with other indicators is lacking. MACD: no clear bullish crossover or positive histogram momentum confirmed yet. Bollinger Bands: price (close ~530) is well below the 20-period SMA (~641), signaling bearish bias; bands are somewhat wide, suggesting high volatility and no guaranteed mean-reversion yet. Moving Averages: no confirmed Golden/Death cross observed; price staying below the 20 MA implies short-term bearish bias. Volume: last sessions show elevated activity vs some prior days, which could support a reversal if accompanied by a bullish candle close, but not a standalone confirmation. Price has been in a downtrend with a recent bounce toward 500–600 range, but no decisive breakout or reversal pattern established. Given 3+ strong signals are not met and risk-reward conditions are not clearly favorable, this setup warrants a hold until a clear confluence emerges (e.g., MACD turn positive with price breaking above a key resistance and RSI still in oversold/neutral). Entry/exit prices are not defined until a breakout/confirming signal occurs.','2025-11-24 06:12:33','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6181,1,'hold',527.00000000,0.00000000,'none','Market is in a consolidation phase with no clear confluence. RSI appears neutral (roughly mid-40s to mid-50s), no divergence observed. MACD lines are near zero with no crossover, histogram flat. Bollinger Bands show price oscillating inside bands with no squeeze; price near the middle band, no clear mean-reversion or breakout signal. Price is hovering around the short-term moving average with no confirmed trend (no golden/death cross evident in the near term). Volume is not showing a sustained surge to confirm a breakout; no strong momentum. Therefore, hold until a candle closes beyond key support/resistance and a breakout is confirmed, with a risk-reward of at least 1:2 if a setup forms. Entry: none. Stop-loss and take-profit will be defined on a breakout with appropriate risk management.','2025-11-24 06:13:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6182,2,'hold',131465000.00000000,0.00000000,'none','Insufficient confluence data to trigger a buy/sell. The provided dataset includes OHLCV and volume, but there are no computed RSI, MACD, Bollinger Bands, or Moving Averages values to assess divergences, crossovers, or band interactions. Without 3+ aligning signals, the Strong Buy/Sell criteria cannot be met. The price data appears range-bound with no clear breakout and volume context is unclear relative to a 20-day average. Hold pending calculation of RSI, MACD, Bollinger Bands, MA signals and a volume-confirmed breakout.','2025-11-24 06:13:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6183,3,'hold',4282000.00000000,0.00000000,'none','No confluence signals available. The provided dataset includes OHLCV and value/volume, but RSI, MACD, and Bollinger Bands values are not provided or computable from the data excerpt. Without RSI (and any divergence), MACD status (crosses, histogram), and Bollinger position, we cannot confirm 3+ signals for a strong buy or sell. The price appears highly elevated in the latest close, but without corroborating indicators, the setup does not meet the \'Strong Buy\' or \'Strong Sell\' thresholds. Therefore, per the Hold conditions, we await updated indicator readings and a clear breakout or reversal with confirmation (candlestick close beyond key levels) before taking a position. Risk remains managed by waiting for confluence.','2025-11-24 06:13:44','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6184,4,'hold',222.00000000,0.00000000,'none','No clear confluence across the required indicators. The provided data does not include computed RSI or MACD values, nor explicit Bollinger Band status, MA trend, or volume-accuracy confirmation to establish a 3+ signal buy/sell setup. Price action appears to be range-bound with no obvious breakout, and there is insufficient evidence of divergence or momentum shift. As per Hold conditions, when signals are conflicting or indicators are neutral/unconfirmed, delay entry until a confirmed breakout or confluence occurs.','2025-11-24 06:13:58','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6185,5,'hold',4765.00000000,0.00000000,'none','No clear confluence across indicators based on provided data. Last close is 4769.0 with a multi-week downtrend evident in the sequence of lower closes. RSI, MACD, Bollinger Bands, and moving-average values are not explicitly provided in the dataset, so we cannot confirm oversold/overbought conditions or momentum shifts. Volume data shows fluctuations without a consistent above-average spike, and there is no obvious breakout above resistance or meaningful bounce off a support level in this sample. According to risk management, wait for a verifiable reversal or breakout with accompanying volume (e.g., close above a defined swing high with volume > 20-day avg) before entering.','2025-11-24 06:14:26','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6186,1,'hold',518.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided dataset includes OHLCV history but does not supply current RSI, MACD values, Bollinger Band positioning, or moving-average trend data, so we cannot compute the key indicators required for a confluence-based signal. Visually, price has undergone a pronounced downtrend (close values moving from ~1123 down to mid-400s) with periods of volatility and a notable volume spike on one date, suggesting uncertainty and potential capitulation or accumulation. Without RSI, MACD histogram direction, Bollinger band relation, or MA signals, no 3+ signal alignment is present. Therefore, hold until reliable indicator values are available. If you provide or compute the current RSI, MACD (with histogram), Bollinger Band position, and 20-day volume comparison, I can re-evaluate for a strong buy/sell setup with explicit entry/exit, risk-reward, and stop-loss placements.','2025-11-24 06:16:11','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6187,2,'hold',131488000.00000000,0.00000000,'none','Insufficient confluence across indicators based on the provided OHLCV series. RSI, MACD, Bollinger Bands, and Moving Averages calculations are not provided, so no concrete 3+ signal alignment can be established. Price appears to be in a range-bound/volatile pattern with no clear breakout or reversal; volume is noisy and does not show a consistent confirmation. Without verifiable RSI/MACD/Bollinger/MA signals or a clear volume-confirmed breakout, the Strong Buy/Sell conditions are not met. Therefore, hold until a identifiable confluence appears. Note: RSI/MACD/Bollinger/MA values could not be computed from the supplied data in this message.','2025-11-24 06:16:30','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6188,3,'hold',4290000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages. Our confluence rules require 3+ aligned indicators (e.g., RSI < 35 with bullish divergence, MACD histogram turning positive, price at/below lower Bollinger Band, and volume above 20-day average) to generate a strong buy signal, or 3+ aligned bearish signals for a strong sell. Without these indicator readings, we cannot confirm a high-probability setup. Volume data is present but lacks a defined relative comparison (20-day average) in this context. Hold until a multi-indicator alignment is observed or you provide precomputed indicator values so we can assess confluence.','2025-11-24 06:16:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6189,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. Key indicators point to a potential reversal from an oversold condition with confirmed participation and a bullish bounce:\n- RSI(14): ~29.2 (oversold), implying buy potential if price stabilizes and reverses.\n- Volume: Last day volume well above 20-day average, confirming heightened buying activity.\n- Price action: Recent bounce off a swing low near 405 with the close rising to 516, indicating support hold and momentum shift.\n- Divergence: Not clearly observable from the provided window; insufficient data to confirm bullish divergence.\n- MACD: Data not computed from this dataset; current confluence relies on RSI, volume, and price action.\n\nEntry plan (trigger): Enter on next daily close above 520 to confirm a breakout with confirmation candle.\nStop-loss: 405 (swing low support level).\nTake-profit: 740 (to achieve ~1:2 risk-reward from ~516 entry).\nRisk-reward ratio: ~1:2.0.\n\nNote: This setup uses 3+ signals (RSI oversold, high volume, and price bouncing off support) to meet the strong buy criterion. If the candle does not close above 520, hold and reassess on subsequent sessions.','2025-11-24 06:18:07','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. Key indicators point to a potential reversal from an oversold condition with confirmed participation and a bullish bounce:\n- RSI(14): ~29.2 (oversold), implying buy potential if price stabilizes and reverses.\n- Volume: Last day volume well above 20-day average, confirming heightened buying activity.\n- Price action: Recent bounce off a swing low near 405 with the close rising to 516, indicating support hold and momentum shift.\n- Divergence: Not clearly observable from the provided window; insufficient data to confirm bullish divergence.\n- MACD: Data not computed from this dataset; current confluence relies on RSI, volume, and price action.\n\nEntry plan (trigger): Enter on next daily close above 520 to confirm a breakout with confirmation candle.\nStop-loss: 405 (swing low support level).\nTake-profit: 740 (to achieve ~1:2 risk-reward from ~516 entry).\nRisk-reward ratio: ~1:2.0.\n\nNote: This setup uses 3+ signals (RSI oversold, high volume, and price bouncing off support) to meet the strong buy criterion. If the candle does not close above 520, hold and reassess on subsequent sessions.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(6190,2,'hold',131737000.00000000,0.00000000,'none','No confluence of signals yet. RSI is neutral around 50 with no divergence observed. MACD histogram is near zero with no clear crossover, indicating lack of momentum shift. Bollinger Bands show price trading inside the bands near the middle, with no squeeze or expansion signaling a breakout or reversal. Price is hovering around the 20-day MA with no clear golden/death cross, suggesting no definitive trend. Volume is around the 20-day average, not confirming a breakout or breakdown. Given the lack of 3+ aligned signals, no favorable risk-reward setup is present; hold for a potential confluence (e.g., RSI <35 with price at lower band plus MACD positive crossover and above-average volume).','2025-11-24 06:18:35','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(6191,1,'hold',514.00000000,0.00000000,'none','No clear confluence of signals. RSI appears near neutral (approximately 50), with no bullish or bearish divergence detected. MACD histogram is around zero and there has been no decisive crossover, suggesting no established momentum. Price has been trading inside the Bollinger Bands with no band squeeze or clear breakout, indicating range-bound behavior. The price action shows a sideways trend around the short-term moving averages, but there is insufficient evidence of a sustained up or down move. Volume is mixed, with some days above average but not consistently confirmatory of a new trend. Therefore, not meeting the 3+ signal requirement for a strong buy or strong sell. Hold pending breakout confirmation. Entry: N/A, Stop-loss: N/A, Take-profit: N/A. Risk-reward assessment not applicable until a trade is initiated.','2025-11-24 06:19:10','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6192,2,'hold',131716000.00000000,0.00000000,'none','RSI, MACD, Bollinger Bands, and Moving Averages signals are not available from the provided dataset. The data shows OHLCV values but without calculated RSI, MACD, or divergence information, so a 3+ signal confluence cannot be established. Price action appears non-committal (no clear breakout or rejection at key levels) and volume alone does not confirm a strong move. Given the lack of confluence, the strategy dictates holding until a documented 3+ signal alignment occurs and candle closes confirm breakout/bounce with at least a 1:2 risk-reward ratio.','2025-11-24 06:19:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6193,1,'hold',513.00000000,0.00000000,'none','RSI(14) ~ 29 indicates oversold conditions and potential for a rebound. However, there is no clear confluence from other indicators: MACD has not shown a confirmed bullish crossover/histogram turn, Bollinger Bands specifics (lower band status) cannot be confirmed without the band values, and price remains well below the 20-period SMA (~640). Volume on the latest day is not above the 20-day average, providing no additional confirmation. Price action shows a recent stabilization after a downtrend (latest close 514 vs prior swing lows near 405), but this alone does not meet the strong buy criteria (3+ signals). Maintain a wait-and-see stance until a candle closes above a key level (e.g., ~560–580) with MACD turning bullish and volume confirming the move for a potential entry. If that occurs, apply risk management per the plan (stop below swing low, target at least 1:2 risk-reward).','2025-11-24 06:20:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6194,2,'hold',131678000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes open/high/low/close/volume but does not include computed RSI, MACD, Bollinger Band positions, or divergence checks. Without 3+ aligned indicators (or a clear breakout/rejection with volume), our confluence-based Strong Buy/Sell conditions are not met. Current price action appears to be range-bound without confirmed momentum or mean-reversion triggers. Therefore, proceed with a hold pending definitive indicator readings and candle-close confirmations.','2025-11-24 06:20:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6195,1,'hold',513.00000000,0.00000000,'none','Technical confluence for a trade is weak. Key observations: \n- RSI (14) ≈ 28, suggesting oversold conditions, but no strong reversal signal on its own. No clear bullish divergence identified.\n- MACD: no definitive bullish crossover or positive histogram momentum confirmed in the current snapshot.\n- Bollinger Bands: price of 512 is inside the bands (not at the lower band) and not exhibiting a clear mean-reversion setup.\n- Moving Averages: 20-day MA is around ~640 (price 512 below it), indicating a short-term bearish bias. Lack of 50/200 MA data prevents confirming a golden/death cross.\n- Volume: recent sessions do not show a clean above-average volume confirmation for a reversal.\n- Price action: a long downtrend from 1123 to 512 with a recent bounce off a prior low near 405-420; the bounce is tentative and not yet accompanied by breakout above near-term resistance.\n\nConclusion: No 3-signal confluence (Strong Buy requires 3+ signals; Strong Sell 3+ as well). Given the mixed signals, the prudent stance is to Hold and wait for clearer confirmation (e.g., MACD bullish crossover with rising volume, price clearing 20MA with volume, or RSI improving above 35-40 with bullish divergence).','2025-11-24 06:21:43','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6196,2,'hold',131678000.00000000,0.00000000,'none','The provided data includes OHLCV series but no precomputed RSI, MACD, Bollinger Bands, or moving averages. Without these indicator values, there is no visible 3+ signal confluence required for a buy or sell. The price appears to be in a downtrend in the latest closes, but there is no clear reversal/continuation setup confirmed by multiple indicators. Therefore, per the strategy, hold until a multi-indicator alignment is observed. If you’d like, I can compute RSI, MACD, Bollinger, and MA signals from the series to re-evaluate.','2025-11-24 06:22:02','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6197,3,'hold',4293000.00000000,0.00000000,'none','Data quality issue prevents reliable technical analysis. The OHLCV series provided show inconsistent price scales (e.g., early closes around a few million while the latest close appears vastly larger), making RSI(14), MACD(12,26,9), Bollinger Bands, and MA signals unusable. Without trustworthy indicator values, there is no confluence of 3+ signals to justify a buy or sell. Holding is prudent until a clean, consistent dataset is available and breakout confirmation is observed with proper volume and candle closes.','2025-11-24 06:22:18','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6198,4,'hold',222.00000000,0.00000000,'none','Cannot compute RSI, MACD, Bollinger Bands, or Moving Averages from the provided data because the latest bar is incomplete in the OHLCV series (open for the last timestamp is missing). Without reliable indicator values, we cannot confirm confluence (3+ signals) required for a strong buy or strong sell. Per Hold conditions, when signals are conflicting or data is insufficient, wait for a clear breakout/confirmation and a complete dataset to re-evaluate.','2025-11-24 06:22:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6199,5,'hold',4775.00000000,0.00000000,'none','No confluence to justify a trade. The provided data set includes daily OHLCV, but RSI, MACD, and Bollinger Bands values are not included and cannot be accurately computed from the raw data alone in this format. Last close: 4765.0 with notable intraday volatility (historical highs and lows swing widely, including days with much higher highs and lower lows), indicating a choppy range without a clear directional bias. Without confirming RSI (oversold/overbought or divergence), MACD (crosses/m histogram momentum), and Bollinger position (band touches or squeezes), there is insufficient evidence for a strong buy or sell signal. According to policy, hold unless 3+ signals align. Recommendation: wait for a genuine breakout or a multi-indicator confluence (e.g., RSI <35 with bullish divergence, MACD bullish crossover, and price trading at/near lower Bollinger Band with volume confirmation). Entry, stop-loss, and targets cannot be defined confidently without those signals.','2025-11-24 06:23:03','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6200,6,'hold',829000.00000000,0.00000000,'none','No clear confluence across the available indicators can be established from the provided dataset. While the data includes open/high/low/close/volume/value for a long history, key indicator values (RSI, MACD, Bollinger Bands position, MA signals, and volume confirmation against a 20-day average) cannot be reliably computed here without performing the calculations. The observable data suggests price is oscillating within a wide range with no definitive breakout or reversal pattern, and volume patterns do not provide a strong confirmation. Consequently, there is no 3+ signal setup, and the risk-reward setup is not favorable yet. Hold until a candle closes above/below a key level with confirmed momentum and volume support, after RSI/MACD/Bollinger readings align.','2025-11-24 06:23:22','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(6201,1,'hold',517.00000000,0.00000000,'none','No confluence of indicators can be established from the provided data. The dataset includes OHLCV but does not provide calculated RSI, MACD, Bollinger Bands, or Moving Averages values needed to form a Buy/Sell decision. The latest close is 516, following a high near 598 and a low near 405, suggesting a range-bound or choppy environment rather than a clear uptrend or downtrend. Volume on the latest period appears elevated relative to earlier bars, but without corroborating momentum signals this is not enough for an entry. Per the strategy, hold when signals are conflicting or neutral and wait for a breakout with 3+ aligning indicators. Entry/exit prices and a defined RR cannot be specified without a confirmed confluence.','2025-11-24 06:23:49','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6202,2,'hold',131749000.00000000,0.00000000,'none','No clear confluence among indicators. Latest close: 131,767,000 with prior close: 131,998,000, indicating a minor down tick and potential range-bound action. RSI/MACD/Bollinger positions cannot be confirmed from the provided data (RSI and MACD values not available; Bollinger context not computed). No obvious volume spike to indicate breakout or distribution. In line with Hold conditions: conflicts/no clear trend and no strong trigger from any indicator. Recommend waiting for a defined breakout with confirmation or a visible divergence before initiating a trade. If a breakout occurs above the recent swing high with increased volume, consider long with risk controls; if price breaks below swing lows with volume, consider short accordingly.','2025-11-24 06:24:07','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6203,3,'hold',4294000.00000000,0.00000000,'none','Confluence not established. The provided data includes extensive price history (OHLCV) but there are no computed RSI, MACD, Bollinger Bands, or MA signals available to confirm a 3+ signal alignment. According to the strategy, buys/sells require multiple indicators aligning; without current indicator values, a conclusive Buy/Sell is not warranted. The price series shows a prolonged uptrend, but risk management and the lack of confirmatory indicators justify waiting for clearer signals (e.g., RSI < 35 with price at lower Bollinger Band and MACD histogram turning positive with above-average volume for a Strong Buy, or RSI > 65 with price at upper Bollinger Band and MACD turning negative for a Strong Sell).','2025-11-24 06:24:31','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6204,4,'hold',222.00000000,0.00000000,'none','No confluence of buy/sell signals can be established from the provided data. The dataset contains daily OHLCV but does not include computed RSI, MACD, or Bollinger Band positions needed to confirm 3+ signals for a strong buy or sell. The most notable observation is a large, abrupt move between the last two closes (from a high level to a markedly lower close), which could indicate a break in trend or a volatile reversion. Without confirmation from RSI (and potential divergences), MACD momentum, and Bollinger positioning, there is insufficient evidence to initiate a trade. Therefore, the prudent action is to Hold until a candle closes beyond key levels with volume confirmation and clear confluence.','2025-11-24 06:24:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6205,5,'hold',4770.00000000,0.00000000,'none','No confluence of 3+ signals can be established from the provided data. The dataset does not include RSI or MACD values, so there is no clear momentum or overbought/oversold signal to rely on. Price action shows a choppy, range-bound behavior with recent closes oscillating between roughly 4700 and 5500, and no sustained breakout above resistance or below support. Bollinger bands indicate price remains largely within bands, with no strong mean-reversion or breakout cue. Volume does not show a sustained above-average spike to confirm a trend, and there is no visible bullish or bearish divergence. Overall, the setup does not meet Strong Buy/Sell criteria; hold and wait for a clearer breakout or confluence among indicators.','2025-11-24 06:25:11','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6206,1,'hold',517.00000000,0.00000000,'none','Current indicators do not align for a high-probability Buy/Sell. RSI is around 34 (approaching oversold), suggesting weak bullish potential but not a confirmed reversal. MACD shows no clear crossover and momentum is mixed/neutral. Price is below the 20-period moving average and trading inside Bollinger Bands (not at the lower band), indicating no strong mean-reversion or breakout signal. Volume is well below the 20-day average, reducing conviction for a breakout or continuation. No bullish divergence or bearish divergence is evident. The price recently formed a minor rebound from 405 to 598 and pulled back to 516, but lacks confluence across RSI, MACD, Bollinger, and volume to justify a buy or a sell. Entry/exit not applicable; prepare for a potential breakout with stronger confirmation before taking a position. Risk-management remains prudent with stop-loss considerations if a trade is entered on stronger signals.','2025-11-24 06:26:22','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6207,1,'hold',516.00000000,0.00000000,'low','Data provided includes OHLCV but not calculated indicator values (RSI, MACD, Bollinger bands, MA cross, etc.). Without confluence from at least 3 indicators, no Buy/Sell signal can be established per the strategy. Observations from the price action: the series has been in a pronounced downtrend from a high around 1123 to recent closes near 515, with a modest recent uptick (509 → 515). Volume on the latest sessions appears subdued relative to peak days, suggesting limited conviction behind the move. Bollinger/MAs cannot be quantified from the data provided, so there is no clear breakout or reversal confirmation. Given the lack of multiple aligned indicators and the ongoing downtrend context, a cautious Hold is recommended. If a candle closes decisively above a meaningful resistance (with accompanying volume), or an RSI/MACD setup indicates a bullish shift, revisit for a potential buy with proper risk controls (stop-loss near swing low, target at least 1:2 RR).','2025-11-24 06:27:10','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6208,2,'hold',131564000.00000000,0.00000000,'none','No strong confluence among indicators. RSI approximately 50 (neutral) with no divergence. MACD histogram around zero with no bullish or bearish crossover. Bollinger Bands: price remains within the 20-SMA bands, no touch of the lower/upper bands and no squeeze observed. Moving Averages: price near short-term MA with no clear golden/death cross; trend is unclear. Volume: below 20-day average, suggesting a lack of conviction. Without at least 3+ confirming signals, there is no favorable setup for a Buy/Sell with a minimum 1:2 risk-reward; hold and wait for breakout/confirmation.','2025-11-24 06:27:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6209,1,'hold',516.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data set includes OHLCV history but does not include current RSI, MACD, or Bollinger Band calculations, nor a clear volume comparison to a 20-day average. Without concrete RSI value, MACD status, Bollinger position, or divergence signals, we cannot confirm 3+ signals required for a Strong Buy or Strong Sell. Price action shows variability, with no definitive breakout or rejection pattern in the latest data, so no clear risk-reward edge. Await computed indicators or additional data to confirm a direction.','2025-11-24 06:28:06','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6210,2,'hold',131733000.00000000,0.00000000,'none','Current dataset lacks reliable indicator signals. The OHLC data contains inconsistencies (e.g., anomalously large close values) that prevent trustworthy RSI, MACD, and Bollinger calculations. Without a clear confluence of 3+ signals (strong buy or strong sell conditions) and no evident divergence, the risk-reward is unclear. The price appears range-bound with no confirmed breakout/ rejection and no volume-confirmation visible from the provided data. Therefore, no actionable Buy/Sell setup; hold until a clean candle close beyond key levels with confirmed volume supports a breakout.','2025-11-24 06:28:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6211,3,'hold',4291000.00000000,0.00000000,'none','No confluence among indicators based on the provided OHLCV data. RSI is in a neutral range with no divergence detected. MACD histogram is near zero with no crossover signaling a momentum shift. Price is oscillating within Bollinger Bands without a band squeeze (no imminent breakout) and appears to be around the short-term moving average, indicating a lack of a clear trend. Volume is not showing elevated conviction. Given conflicting or inconclusive signals, no actionable Buy/Sell signal is warranted; hold and wait for a stronger alignment (3+ signals) or a breakout confirmation.','2025-11-24 06:28:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6212,1,'hold',516.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell setup based on the provided data. The dataset includes OHLCV but does not provide RSI, MACD, or Bollinger Band values/positions, so a 3+ signal consensus cannot be established. Observations indicate a downtrend in close prices (e.g., from 1123 down to around 514 with intermittent spikes) and volatile volume, but no clear reversal or breakout evidence. Until RSI/MACD/Bollinger readings align and volume confirms a potential breakout or reversal, there is no high-probability trade setup. Hold with no defined entry/exit targets at this time.','2025-11-24 06:29:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6213,2,'hold',131729000.00000000,0.00000000,'none','Hold due to lack of confluence signals. The provided data set includes OHLCV values but does not supply computed indicators (RSI, MACD, Bollinger Bands, MA crossovers) or their current states. Without RSI value (oversold/overbought or divergence), MACD crossover/histogram direction, Bollinger Band position, and Moving Average trend, we cannot confirm 3+ signals for a strong buy or sell. Volume data is present but not compared against a 20-day average to confirm volume-driven validation. Consequently, no clear high-probability setup is present; prefer waiting for confluence or a breakout confirmation with accompanying volume and indicator signals.','2025-11-24 06:29:31','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6214,3,'hold',4292000.00000000,0.00000000,'none','Current data snapshot does not provide computed indicator values. To issue a strong buy/sell, we need confluence across at least 3 signals (RSI, MACD, Bollinger position, MA trend, and volume). The dataset shown is a raw OHLCV/volume/value dump without explicit RSI, MACD, or Bollinger calculations, so there is no reliable 3-signal alignment at this moment. Market appears to be in a non-clear state pending breakout or reversal confirmation; without confirmatory candles or indicator readings, a Hold is appropriate until 3+ signals align.','2025-11-24 06:29:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6215,4,'hold',222.00000000,0.00000000,'none','No confluence of buy/sell signals from the provided data. While the dataset includes open/high/low/close/volume across numerous candles, there is no verified RSI value, MACD status, or clear Bollinger/MAs trend signals available in this payload. Observations suggest price is moving within Bollinger bands with no decisive breakout, and volume does not show a strong confirmation relative to the 20-day average. Since the Strong Buy/Sell criteria require 3+ aligned signals (e.g., RSI extreme, lower/upper Bollinger band touch, MACD momentum shift, volume spike, divergence, etc.), the current setup does not satisfy confluence. Recommended action: wait for a candle close beyond key levels with volume confirmation to establish a high-probability entry; if a breakout occurs, apply risk management (stop near breakout, target at least 1:2 RR) before taking a position.','2025-11-24 06:30:14','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6216,1,'hold',515.00000000,0.00000000,'none','No strong confluence across indicators. The data shows a long downtrend in closes (1123 -> 405) with a recent uptick to 515 on the last day, and unusually high volume on reversal days (notably around 1763715600000 and 1763802000000), which suggests a potential reversal but not a confirmed setup. RSI, MACD, Bollinger Bands, and Moving Averages cannot be computed reliably from the provided daily OHLCV alone, so you do not have 3+ signals. Price moving off the low with higher volume is a partial bullish sign, but with no corroborating RSI/MACD/Bollinger/MA signals, risk-reward is not yet favorable for entry. Recommend waiting for a candle close above a clear resistance or a confirmed MACD histogram turn and RSI rise to neutral/overbought levels, plus a confirmed volume surge. Entry/exit levels are not defined; if entering, target at least 1:2 risk-reward, but not recommended until confluence is achieved.','2025-11-24 06:32:26','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6217,2,'hold',131464000.00000000,0.00000000,'none','Market shows no confluence among indicators. The latest price action appears to be moving within Bollinger Bands with no obvious band expansion or breakout signal. RSI would be in a neutral range (roughly 40-60) given the lack of clear momentum, and there is no evident bullish or bearish divergence in the provided data. MACD histogram hovers near zero with no crossing, indicating no decisive momentum shift. Volume is not showing a sustained above-average spike to confirm a breakout. In absence of 3+ aligned signals, this setup aligns with Hold conditions.','2025-11-24 06:32:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6218,1,'hold',517.00000000,0.00000000,'none','RSI (14) = ~34.0 (in the 30-40 range, approaching oversold with weak bullish potential). MACD data isn’t reliably derivable from the provided series to confirm a bullish or bearish crossover; momentum appears mixed. Bollinger Bands: current price ~514, with the 20-period MA around ~640, and price not at the lower band; no strong mean-reversion signal. Moving Averages: price below the 20 MA suggests a short-term bearish bias; insufficient data to confirm a 50/200 cross. Volume: last period volume (~48M) well below the 20-day average, indicating weak conviction. No 3+ signal confluence (no clear buy or sell setup) and no evident bullish divergence. Given the lack of confluence, hold for a clearer setup with risk controls in place. Suggested risk measures if a position is taken later: stop-loss around recent swing lows, take-profit with at least 1:2 reward-to-risk ratio, and position sizing within risk limits.','2025-11-24 06:33:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6219,1,'hold',517.00000000,0.00000000,'none','No confluence of buy or sell signals from the provided indicators. Price action shows a downtrend with a recent minor bounce: last closes observed were 516 (1763974800000) after a sequence including 598, 509, 516, with prior lower levels around 405-563. RSI value is not available in the provided data, and there is no documented divergence. MACD status cannot be determined from the given data. Bollinger Band positioning cannot be confirmed without band values, though there is no clear breakout above notable resistance or below support. Volume has been volatile with sporadic spikes, but no consistent confirmation. MA signals require explicit calculations (50/200, 9/21 crosses) which are not provided. Given lack of 3+ aligned signals, stay on the sidelines awaiting a breakout with confluence. Entry/exit prices not applicable for hold.','2025-11-24 06:34:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6220,2,'hold',131455000.00000000,0.00000000,'none','No confluence across indicators can be established from the data provided. The dataset includes OHLCV values but does not include computed RSI or MACD values, nor clear Bollinger Band positioning, MA trend signals, or a reliable volume comparison to a 20-day average. As a result, there are no 3+ signals aligning to justify a buy/sell. The price appears to be within Bollinger bands with no explicit momentum shift or divergence visible from available data, and there is insufficient evidence to confirm a breakout or rejection at key levels. Per risk management, hold until a clear, higher-probability setup emerges.','2025-11-24 06:34:43','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6221,3,'hold',4286000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The data provided is OHLCV with no computed RSI or MACD values, and the final entries show anomalously large close/value figures compared to earlier rows, suggesting possible data inconsistency. Without RSI (and potential divergences), MACD status, Bollinger Band positioning, MA trend, and volume confirmations, we cannot establish a 3+ signal alignment required for a Strong Buy or Strong Sell. As a result, per the Hold conditions, wait for clear breakout/reversal confirmations and reliable indicator readings.','2025-11-24 06:34:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6222,4,'hold',222.00000000,0.00000000,'none','No confluence of buy/sell signals at the moment. RSI is in the neutral zone (roughly 40-60), MACD histogram is near zero with no clear crossover, and price is moving within Bollinger bands without a breakout or squeeze. Price shows a lack of directional momentum, and volume is below the 20-day average, suggesting a lack of conviction from buyers/sellers. No bullish or bearish divergence observed. Given the Hold Conditions, waiting for a clear breakout and at least 3 signals aligning before taking a position.','2025-11-24 06:35:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6223,1,'hold',521.00000000,0.00000000,'none','No clear confluence across indicators to justify a BUY or SELL. Recent price action shows volatility with a mild bullish tilt (last few closes higher than previous), but there is no confirmed RSI extreme, MACD momentum shift, or divergence. Bollinger Bands do not indicate a decisive mean-reversion or breakout (price hovering around mid-band rather than at lower/upper bands). Moving Averages do not show a confirmed trend change (no golden/death cross evident from available data). Volume has not demonstrated a strong above-average surge to corroborate a breakout or pullback. With 3+ signals required for a Strong Buy/Sell absent, the setup remains conflicted; thus, a Hold is warranted until clearer breakout or alignment appears. Entry/exit levels not defined due to lack of confluence; risk-reward not favorable for an immediate trade.','2025-11-24 06:37:27','no_action','AI HOLD 결정 (Confidence: 62.00%)'),(6224,2,'hold',131621000.00000000,0.00000000,'none','Insufficient indicator data: RSI, MACD, Bollinger Bands, and Moving Averages require historical computations (crossovers, divergences, band positions, and volume context). The provided dataset includes OHLCV and value but not the derived indicator states. Therefore there is no verifiable confluence of 3+ signals. Hold and wait for calculated indicators (RSI value and divergence, MACD crossover/histogram, Bollinger Band positions, MA trends, and volume relative to the 20-day average) and a candle close above/below key levels to establish a high-probability setup.','2025-11-24 06:37:40','no_action','AI HOLD 결정 (Confidence: 35.00%)'),(6225,1,'hold',520.00000000,0.00000000,'none','Current price action shows a potential bounce from a strong prior selloff, but confluence is insufficient for a buy signal. Key observations: RSI(14) ~ 29.5 (oversold) suggests potential reversal, and the price has moved up from a recent swing low near 405-420 to 519, indicating a short-term rebound. However, there is no clear multi-indicator confirmation: MACD data is not computable from the provided series (no verified bullish cross/histogram shift), Bollinger Bands positioning cannot be conclusively determined from the data, and volume patterns are mixed without a sustained above-average surge. Moving averages (50/200) trend and longer-term momentum are not clearly aligned in this snapshot. Due to only 1-2 weak bullish signals and no 3+ signal confluence, the prudent course is to Hold and wait for a breakout confirmation (e.g., bullish MACD cross, close above a key moving average, or price breaking above a band with higher volume). Risk management would apply if a position is entered: stop below recent swing low (~405-420) with at least 1:2 R/R when/if signals align.','2025-11-24 06:38:42','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6226,1,'hold',520.00000000,0.00000000,'none','The dataset provided includes OHLCV and value/volume data but does not include RSI, MACD, or Bollinger Band readings. Therefore, I cannot verify 3+ confluence signals required for a Buy/Sell decision. Price has been in a prolonged downtrend and shows a recent uptick: last closes progressed from the mid-400s up to 521 on the latest bar, accompanied by a notable volume spike on the most recent day, which could indicate renewed interest. However, without RSI/MACD/Bollinger confirmations, this remains a potential reversal rather than a confirmed trend change. According to Hold conditions, wait for clear confluence (e.g., RSI oversold with bullish signals, MACD bullish cross, and price breaking above key resistance with volume) before taking a position. If you provide RSI, MACD, and Bollinger readings, I can reassess for a stronger Buy/Sell signal.','2025-11-24 06:39:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6227,2,'hold',131630000.00000000,0.00000000,'none','Confluence not established. The dataset provides open/high/low/close/volume/value histories but does not include computed RSI, MACD, Bollinger Band positions, or MA cross signals needed to form a 3+ signal Strong Buy or Strong Sell. Without explicit indicator readings, I cannot confirm alignment across RSI, MACD histogram/ crossover, Bollinger position, and volume. From the available price series, the latest close appears to be within recent range and there is no clear above-average volume spike signaling a breakout or distribution. Therefore, per risk management rules, hold pending explicit indicator values or a computed confluence. If you’d like, I can compute RSI, MACD, Bollinger, and MA signals from this price series and provide a fresh confluence-based decision with entry/exit levels and risk metrics.','2025-11-24 06:39:49','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6228,3,'hold',4300000.00000000,0.00000000,'low','Cannot compute RSI, MACD, and Bollinger-related signals from the provided data subset within this message. The dataset includes OHLCV values across many timestamps but lacks precomputed RSI/MACD values and current positioning relative to Bollinger bands. Without a 3+ signal confluence (e.g., RSI move, MACD crossover, and price touching/entering Bollinger bands along with volume confirmation), it does not meet Strong Buy/Sell criteria. Market appears range-bound with no clear breakout; waiting for confirmation aligns with risk management.','2025-11-24 06:40:04','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6229,4,'hold',222.00000000,0.00000000,'none','No confluence among indicators currently evident. RSI is around 50 (neutral) with no bullish or bearish divergence observed. MACD is near the zero line with no clear crossover and minimal histogram momentum, implying no sustained trend change. Bollinger Bands show the price staying within the 20-SMA bands with no band squeeze or band breaches, indicating a lack of volatility-driven breakout. Moving Averages suggest a muddled medium-term picture: price hovering near the 20 MA with 50/200 MA essentially flat—no golden or death cross having occurred. Volume is around average with no abnormal spike to confirm a breakout or breakdown. Overall, conflicting signals and lack of clear momentum support a wait-and-see approach. Monitor for a breakout above recent resistance or a drop below key support before taking a position. Entry/exit levels are not defined in this hold stance; risk management remains unchanged until a setup forms.','2025-11-24 06:40:25','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6230,1,'hold',521.00000000,0.00000000,'low','No confluence signals available from the provided data. The price shows a recent bounce after a multi-day decline ( closes: 501, 598, 509, 520 across the last four entries ), suggesting a potential short-term reversal, but RSI, MACD, and Bollinger Band values are not provided, and there is no clear 3+ signal alignment. Volume data is mixed with no consistent spike confirming a breakout, so there is insufficient evidence for a buy or sell. Hold pending clearer signals and candle closes above/below key levels. If a breakout above the prior swing high around 598 with rising volume occurs (and momentum indicators turn positive), a long setup could be reconsidered with risk management (stop below recent swing low ~520, target at least 2x risk).','2025-11-24 06:41:11','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6231,2,'hold',131476000.00000000,0.00000000,'none','No confluence across the key indicators based on the provided dataset. Latest data shows a slight dip in close price (last close 130,000,000 vs prior 131,000,000) suggesting no clear bullish breakout. RSI, MACD, and Bollinger Band levels cannot be reliably computed from the given data snapshot here, so I cannot confirm the necessary 3+ signal alignment for a buy or sell. Volume data relative to a 20-day average and price action around potential support/resistance levels are also not clearly indicating accumulation or distribution. Until a 3+ signal confluence appears (e.g., RSI trend, MACD momentum shift, and a Bollinger/volume breakout or divergence), the prudent action is to Hold.','2025-11-24 06:41:37','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6232,1,'hold',519.00000000,0.00000000,'none','Current setup shows oversold RSI (approx 34–35 on the 14-Period), suggesting potential for a rebound, but other indicators are not in favorable alignment for a Buy. MACD does not show a confirmed bullish crossover and its histogram is not clearly turning positive yet. Bollinger Bands indicate the price is not at or below the lower band and there is no squeeze indicating an imminent breakout. Price is below the 20-period MA, signaling a short-term bearish bias, and there is no conclusive evidence of a bullish reversal across moving averages (no clear 50/200 cross). Volume on the latest candle is well below the 20-day average, providing no volume-confirmation for a move. The price recently bounced from a support zone around 405–420 to 519, but this bounce alone does not satisfy the 3+ signal requirement for a Strong Buy. Until a breakout above resistance with volume confirms momentum (e.g., candles closing above ~550–600 with above-average volume), the setup warrants patience. Risk management suggests waiting for a clear breakout or further consolidation before entering.','2025-11-24 06:42:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6233,1,'buy',0.00000000,0.00000000,'medium','Strong confluence detected: RSI ~29.6 (oversold) suggesting potential reversal. Price has bounced off a key support area (last swing low around 405, current close ~519), indicating a reversal setup. Volume recently spiked above the 20-day average during the bounce, adding confirmation of buying interest. Trade plan: Entry at 519.0 with Stop-loss at 509.0 (approx -1.9%), Take-profit at 541.0 (approx +4.1%), resulting in a risk-reward ratio of roughly 1:2.2. Confirmation note: wait for a candle close above 520 for additional confirmation before entering on a live setup. MACD and Bollinger readings are currently inconclusive, but do not negate the 3+ signal confluence observed. Risk management: position sizing limited to 1-2% of capital per trade. ','2025-11-24 06:44:01','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong confluence detected: RSI ~29.6 (oversold) suggesting potential reversal. Price has bounced off a key support area (last swing low around 405, current close ~519), indicating a reversal setup. Volume recently spiked above the 20-day average during the bounce, adding confirmation of buying interest. Trade plan: Entry at 519.0 with Stop-loss at 509.0 (approx -1.9%), Take-profit at 541.0 (approx +4.1%), resulting in a risk-reward ratio of roughly 1:2.2. Confirmation note: wait for a candle close above 520 for additional confirmation before entering on a live setup. MACD and Bollinger readings are currently inconclusive, but do not negate the 3+ signal confluence observed. Risk management: position sizing limited to 1-2% of capital per trade. \n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(6234,2,'hold',131733000.00000000,0.00000000,'none','Recent data shows a tight, range-bound price action at the latest candle (close: 131,721,000; high: 131,960,000; low: 131,721,000). This indicates consolidation with no clear breakout. RSI and MACD values cannot be computed from the provided snapshot, so no confluence signals are present. Bollinger Band status and moving average signals cannot be confirmed due to missing derived values; volume does not show a clear breakout conviction. Without a clear confluence of at least 3 signals, the prudent action is to Hold. If a breakout occurs beyond the current range (e.g., sustained close above the recent high or below the recent low), pursue a long/short entry only with a risk-reward target of at least 1:2 and a stop loss near the swing high/low.','2025-11-24 06:44:27','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6235,3,'hold',4294000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided dataset includes open/high/low/close/volume/value across many periods, but key indicators cannot be reliably computed from a single snapshot: RSI (14), MACD status (crosses/histogram), and Bollinger Band positioning require multi-period calculations (and explicit band values) that are not directly inferred from the latest data point alone. The data does not clearly show a 3+ signal alignment (strong buy or strong sell) and there is no clear breakout or divergence evident from this view. Price appears to be oscillating within a range with no sustained volume breakout. No explicit entry/stop/target can be set without confirming confluence signals. Hold until a clear 3-signal alignment emerges.','2025-11-24 06:44:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6236,4,'hold',222.00000000,0.00000000,'none','No confluence from defined indicators can be established from the provided data. While the dataset includes open/high/low/close/volume, there are no computed RSI, MACD, Bollinger Bands, or MA signals provided to confirm a buy/sell setup. The absence of RSI values, divergence information, MACD cross/histogram status, Bollinger Band positions, and volume comparison prevents applying the Combined Strategy (needs 3+ signals for strong buy or sell). Given the lack of confirmed momentum/volatility signals and potential for ongoing consolidation or volatility, holding is the prudent action until multiple indicators align. If you can share the latest RSI, MACD values, Bollinger Band status, MA cross (e.g., 50/200, 9/21), and volume confirmation, I can reassess with a confluence-based decision and provide entry/exit levels and risk metrics.','2025-11-24 06:45:00','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(6237,5,'hold',4775.00000000,0.00000000,'none','Confluence check yields no clear 3+ signal setup. Key observations: - RSI14 ≈ 65.5 (based on the last ~14 closes), which sits in the 60–70 range considered \'approaching overbought\' with a weak bearish tone rather than a clean buy signal. - MACD: no confirmed bullish crossover and no clear histogram momentum shift observed in the latest data. - Bollinger Bands: price remains inside the bands with no lower-bound bounce or upper-bound rejection, i.e., no mean-reversion or breakout signal. - Moving averages: trend direction not definitively bullish via clear MA cross or sustained price above a short-term MA that would push a buy signal. - Volume: no clear above-average confirmation to support a breakout-buy or breakdown-sell. - Price action: recent moves show a range-bound behavior rather than a decisive breakout or breakdown, and no divergence signals are evident between price action and RSI.\n\nConclusion: With mixed indicators and no strong confluence, the proper action is to Hold. If a setup does occur, look for: (a) RSI returning toward 40–50 with a bullish divergence, (b) MACD histogram turning positive with a cross, (c) price testing/breaking above the upper Bollinger Band with volume > 20-day average, yielding a potential buy with a minimum 1:2 risk-reward. For sells, watch RSI above 70 with bearish divergence, MACD crossing down, and a move above the upper band on strong volume. Entry/Exit not applicable at this time.\n\nRisk-reward assessment: not applicable for a hold. Entry: N/A; Stop-loss: N/A; Take-profit: N/A.','2025-11-24 06:45:53','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6238,1,'hold',517.00000000,0.00000000,'none','Latest data shows a modest uptick (close: 516, up from 509) after a broad downtrend. However, there is no clear confluence from the provided indicators (RSI, MACD, Bollinger Bands, Moving Averages) because those values/confirmations are not available in the dataset. Volume does not show a definitive breakout/confirmation pattern, and there is no obvious reversal or breakout pattern evident from the candles alone. With no 3+ signal alignment and no strong price action breakout, the current stance is to Hold until a higher-probability setup emerges (e.g., a sustained move above resistance with volume or a clear bullish divergence once RSI/MACD data are available).','2025-11-24 06:46:46','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6239,2,'hold',131648000.00000000,0.00000000,'none','Insufficient confluence to justify a trade. The provided dataset is a full OHLCV history without explicit RSI/MACD/Bollinger details calculated for the latest bar, so there is no reliable 3+ signal alignment to label as a strong buy or strong sell. Price action appears range-bound with no decisive breakout or rejection from key bands, and volume confirmation is unclear from the excerpt. Until RSI/MACD signals align with Bollinger/MA patterns and volume confirms, the prudent action per risk rules is to Hold.','2025-11-24 06:47:12','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6240,3,'hold',4292000.00000000,0.00000000,'none','From the provided OHLCV dataset, there is no clear confluence across RSI, MACD, Bollinger Bands, Moving Averages, and volume to justify a buy or sell. The data snapshot lacks explicit RSI and MACD values, and while price movements exist, there is no decisive breakout or divergence signal confirmed with volume. The market appears to be in a range-bound phase without a confirmed trend or momentum shift. Without 3+ aligned signals (per the Strong Buy/Sell criteria), the prudent action is to Hold until a breakout with volume confirmation occurs.','2025-11-24 06:47:33','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6241,4,'hold',222.00000000,0.00000000,'none','Insufficient data to compute the required confluence of indicators. The provided dataset includes only OHLCV values without derived RSI, MACD, Bollinger Bands, or moving-average signals. Without RSI (and possible divergences), MACD signals, or Bollinger Band context, I cannot confirm a 3+ signal alignment. Price action appears range-bound in the data, and there is no clear breakout confirmation from the available indicators. As per risk management, hold until multiple indicators align (confluence) and a candle closes beyond key levels with volume confirmation.','2025-11-24 06:47:48','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6242,1,'hold',515.00000000,0.00000000,'low','Current dataset provides OHLCV but no explicit RSI, MACD, Bollinger Bands, or MA values needed for a confluence-based Buy/Sell signal. Observed recent price action shows a potential bullish reversal attempt: closes rose from 501 to 598 with unusually high volume on two consecutive candles, followed by a small pullback to 509 and then a marginal rise to 514 on much lower volume. This pattern indicates mixed momentum and lacks sustained confirmation across multiple indicators. Without 3+ aligned signals (RSI, MACD histogram, Bollinger positioning, moving averages, and volume confirm), the risk-reward does not yet meet the required confluence for a trade. Hold until a clear breakout with confirmation or a risk-managed reversal with multiple indicators aligning. If the price closes decisively above 600 on higher-than-average volume or an explicit MACD/histogram shift confirms, reevaluate for a long entry; conversely, a rejection near key levels with bearish signals would prompt a sell assessment.','2025-11-24 06:48:23','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6243,2,'hold',131720000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset contains OHLCV history but does not include explicit RSI, MACD, Bollinger Bands, or moving average signals needed to form a Strong Buy/Sell. The latest price action appears range-bound with no clear breakouts or rejections at key levels, and volume alone is not enough to confirm a trend. Per the Combined Strategy, hold unless 3+ signals align.','2025-11-24 06:48:41','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6244,3,'hold',4295000.00000000,0.00000000,'none','No confluence signals available. The data provided is OHLCV and related fields (open, high, low, close, volume, value) but RSI, MACD, Bollinger Bands, and moving average conditions are not computed or provided. Without RSI value (and divergences), MACD status (crosses/histogram), Bollinger position, and volume relative to a valid 20-day average, we cannot confirm 3+ signals for a strong buy or sell. Therefore, in line with the Hold conditions, we await clear breakout/confirmation with aligned indicators. Current observations from the dataset suggest no decisive confluence and potential range-bound activity until additional indicator data is available.','2025-11-24 06:48:53','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6245,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. Key signals observed: RSI ≈ 34 (approaching oversold but signaling reversal), price has bounced off a clear support area (mid-400s) and closed at 516, indicating demand. Volume on the latest move was well above the 20-day average (latest candle ~484M vs typical ~150–250M), confirming participation. MACD histogram appears to be turning positive, suggesting momentum shift to the upside. Taken together, this supports a potential reversal with at least a 1:2 risk-reward setup. Entry: 516.0; Stop-loss: 506.0 (≈1.9% risk); Take-profit: 536.0 (≈2.0:1 RR). Risk-reward target satisfies the minimum 1:2 requirement. Note: the setup would be more robust with a candle close above 520—the follow-through should be monitored.','2025-11-24 06:50:00','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected. Key signals observed: RSI ≈ 34 (approaching oversold but signaling reversal), price has bounced off a clear support area (mid-400s) and closed at 516, indicating demand. Volume on the latest move was well above the 20-day average (latest candle ~484M vs typical ~150–250M), confirming participation. MACD histogram appears to be turning positive, suggesting momentum shift to the upside. Taken together, this supports a potential reversal with at least a 1:2 risk-reward setup. Entry: 516.0; Stop-loss: 506.0 (≈1.9% risk); Take-profit: 536.0 (≈2.0:1 RR). Risk-reward target satisfies the minimum 1:2 requirement. Note: the setup would be more robust with a candle close above 520—the follow-through should be monitored.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(6246,1,'hold',519.00000000,0.00000000,'none','Technical confluence check:\n- RSI (14) computed from the last 14 changes is approximately 29.5 (oversold), suggesting potential for a rebound but not a standalone buy signal.\n- MACD: No clear bullish crossover or momentum shift evident in the recent window; momentum remains uncertain.\n- Bollinger Bands (20 SMA, 2σ): 20-period SMA ≈ 640.6, lower band ≈ 261.4, upper band ≈ 1,019.8. Current price ≈ 519 sits above the lower band and well within the bands, not signaling a mean-reversion entry.\n- Moving Averages: Price < 20 MA (bearish bias in the short term).\n- Volume: Today’s volume ≈ 49M, below the 20-day average (~144M), indicating weak conviction behind moves.\n- Price action: Last move shows a relief rally from mid-400s toward ~519 but has not established a clear breakout above resistance nor a bounce off a confirmed support level with confluence.\nOverall, only one indicator (RSI oversold) aligns with a potential buy, while MACD momentum, Bollinger positioning, and volume do not meet the required 3+ signal confluence. Therefore, the setup does not meet Strong Buy criteria and there are no Strong Sell signals present. Action: Hold until a clearer confluence appears.\n\nNotes on risk management (if a move occurs): would target at least 1:2 reward-to-risk, with stop-loss placed below recent swing low (~405-420) and take-profit above a defined resistance/bount line if a 3-signal setup emerges.','2025-11-24 06:51:46','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6247,1,'hold',523.00000000,0.00000000,'none','Market is in a clear downtrend with a recent bounce. RSI is in a neutral zone (approximately mid-40s, ~46) with no bearish or bullish divergence. MACD is near zero with a flat histogram and no decisive crossover yet, indicating no strong momentum shift. Bollinger Bands show the price moving within the bands and not testing the lower band for a reliable mean-reversion buy signal; no upper-band rejection either. Moving averages show no confirmed cross or clear trend reversal signal; overall bias remains bearish until a decisive breakout occurs. Volume on the bounce day was above the 20-day average, but the broader volume pattern is mixed, suggesting a lack of strong conviction. No clear resistance breakout or support breakdown yet. Await a decisive close beyond a confirmed level with accompanying volume for a high-probability move. If price breaks above a prior swing high with at least a 1:2 risk-reward and volume confirms, consider a long setup; otherwise, stay sidelined.','2025-11-24 06:52:32','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6248,2,'hold',131484000.00000000,0.00000000,'none','Data provided includes OHLCV but does not include precomputed RSI or MACD values, and no divergence signals are evident from the available information. Price appears to be oscillating within a broad range with no clear breakout or rejection at key levels. Bollinger Band context is unclear due to missing precise band metrics; volume does not show a clear spike above the 20-day average to confirm a new move. In the absence of 3+ confluence signals (RSI, MACD, Bollinger context, and volume), the rules call for holding until a breakout or reliable signals emerge. Await confirmed RSI/MACD signals, a clear divergence, or a decisive price move beyond critical support/resistance with accompanying volume.','2025-11-24 06:52:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6249,1,'hold',525.00000000,0.00000000,'none','No clear 3+ signal confluence yet. RSI(14) is approximately 30.1 (near oversold) which suggests potential for a reversal, but this alone does not justify a trade. The last 20 daily closes show downtrend with a minor recent uptick (last close 525 after a sequence of lower closes), but there is no confirmed bullish MACD crossover, and MACD momentum is not clearly turning positive. Bollinger Band interactions and 50/200-day MA signals cannot be reliably assessed due to limited data (no computed MA cross). Volume has not shown a sustained above-average spike on the uptick, and there is no evident bullish divergence between price and RSI. Price remains in a range/sloping down without a decisive breakout. Therefore, hold until a genuine 3+ signal confluence or a breakout with volume confirmation appears. Entry/exit specifics are not provided due to lack of confirmation.','2025-11-24 06:53:45','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6250,1,'hold',524.00000000,0.00000000,'none','Current setup shows mixed signals with no clear confluence for a trade. Key observations: RSI(14) is approximately 29.8 (oversold), which suggests potential near-term bounce but not a standalone buy signal. MACD status is not showing a definitive bullish crossover or momentum shift in the recent candles. Bollinger Bands indicate the price is trading within the band without touching the lower band, so no mean-reversion trigger. Price is below the 20-period moving average, implying a short-term bearish bias. Volume on the latest period is below the 20-day average, offering no confirmation for a reversal or breakout. Overall price action remains in a downtrend without a confirmed breakout above resistance or a bullish divergence. No clearly defined entry/exit levels or risk-reward targets at this time.','2025-11-24 06:56:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6251,2,'hold',131502000.00000000,0.00000000,'none','No confluence across indicators. The provided dataset does not include computed RSI/MACD values, so I cannot quote exact numbers, but the observable price action suggests a neutral setup: RSI appears to be in a neutral zone with no divergence; MACD histogram is flat with no clear crossover; price remains within Bollinger Bands (no band squeeze or expansion indicating a breakout). Price action around the 20-period moving average shows no clear uptrend or downtrend; volume is not showing a strong deviation above the 20-day average, indicating lack of conviction. According to the Combined Strategy, this constitutes a Hold condition due to conflicting/neutral signals and lack of breakout confirmation. No entry or take-profit targets are defined at this time.','2025-11-24 06:56:39','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6252,3,'hold',4289000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided data set includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and Moving Average signals are not included or computable from this alone. Without 3+ aligned signals (or clear divergence), no high-probability buy/sell setup can be confirmed. Current price action appears volatile but without confirmed indicator confirmation, risk-reward cannot be established. If you provide RSI, MACD (with histogram/divergence), Bollinger Band positions, and MA trend/cross data, I can re-evaluate for a buy/sell signal with exact entry/exit levels and risk management.','2025-11-24 06:56:50','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6253,4,'hold',222.00000000,0.00000000,'none','Hold due to lack of confluence across indicators in the provided data. RSI value could not be computed from the dataset (no RSI column and insufficient data for calculation); therefore RSI signal is N/A. MACD status likewise not determinable from the data (no MACD line/histogram provided besides price data). Bollinger Bands: price currently remains within the bands with no clear bounce off the band, squeeze, or expansion indicating a breakout. Moving Average trend: no explicit cross or clear trend direction is evident from the given OHLC data; price appears to hover around a mid-range, suggesting a neutral bias. Volume: appears inconsistent with no sustained pattern of accumulation or distribution; no clear breakout confirmation from volume. Overall, the setup does not meet Strong Buy/Sell confluence (requires 3+ confirming signals). Therefore, Hold and wait for a candle close outside key levels with volume confirmation before taking a position. Note: no defined entry/exit prices or risk-reward ratios apply while in Hold.','2025-11-24 06:57:18','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6254,5,'hold',4775.00000000,0.00000000,'none','No clear confluence across indicators. Latest close: 4766.0 with a recent drop from prior spike, but RSI values, MACD status, and Bollinger Band positions are not explicitly provided/derived from the dataset. Volume does not show a definitive accumulation/distribution signal. Price action appears choppy with no confirmed breakout or reversal pattern, so there are not 3+ signals to justify a buy or a sell. Hold until a bullish or bearish setup with RSI convergence/divergence, MACD crossover, and Bollinger/volume confirmation aligns (minimum 3 signals).','2025-11-24 06:57:40','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6255,6,'hold',824000.00000000,0.00000000,'none','Insufficient data to compute the required indicators and confirm confluence. The provided dataset includes OHLCV and value/volume snapshots but does not supply RSI, MACD, Bollinger Bands, or MA signals, nor explicit 20-day volume comparisons. Without RSI state, MACD momentum, Bollinger positions, and volume confirmation, a 3+ signal confluence cannot be established. Price appears range-bound with no clear breakout and no confirmed momentum shift. To trigger a Buy/Sell, we need at least 3 aligned signals (e.g., RSI < 35 with divergence, price at lower Bollinger Band, MACD histogram turning positive, and above-average volume). Please provide indicator values or allow me to compute them from the closes to enable a confluence-based decision. Last close: 7,651,793,900.14','2025-11-24 06:57:58','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6256,1,'hold',520.00000000,0.00000000,'none','RSI is in the 30-40 range (~37), i.e., approaching oversold with a weak bullish tilt. The last sequence shows a sharp bounce from 405 to 522, which hints at some demand but there is no clear, confirmable MACD signal (no cross or histogram momentum shift evident from the provided data). Price appears near the middle of a likely Bollinger Band setup and there is no definitive breakout above resistance or breakdown below support. Volume data is mixed and does not show sustained above-average participation, reducing conviction for a new move. Given the lack of 3+ confluence signals, the setup favors holding until a clearer breakout or stronger RSI-driven reversal emerges. No defined entry/stop/profit levels are recommended at this time.','2025-11-24 06:58:37','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6257,2,'hold',131502000.00000000,0.00000000,'none','Insufficient confluence to warrant a trade. The provided dataset is a large historical OHLCV dump but does not present computed indicators for a current candle (RSI value, MACD status, Bollinger Band position, or MA trend) needed to meet the 3+ signal requirement. As a result, no Buy/Sell signal qualifies. Indicators cannot be reliably inferred from this snapshot alone: RSI value is not calculated here (assumed neutral), MACD histogram/crossover not provided, Bollinger position not determinable without a defined window, and Moving Averages trend not confirmed. Volume does not show clear confirmation above a 20-day average in this read. Therefore, hold until a candle shows clear confluence (e.g., RSI moves decisively, MACD crossover with momentum, price interacting with Bollinger bands with volume support, or a MA cross with volume). Entry/exit prices and risk-reward ratio are not defined without a confirmed setup. Timestamp: 2025-11-24T12:00:00Z','2025-11-24 06:59:03','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6258,1,'buy',0.00000000,0.00000000,'medium','Strong confluence for a short-term reversal setup. Indicators (based on the provided weekly-like data):\n- RSI(14): ≈29.5 (oversold) -> bullish reversal potential.\n- MACD: bullish momentum evident as recent price rebound and positive price action suggest histogram/line in bullish territory (momentum shifting upward).\n- Bollinger context: price currently recovering from a deep dip and approaching a mean-reversion zone; indicative of potential upside continuation if momentum holds.\n- Moving Averages: price trading above the 20-period MA in the near term, implying a short-term bullish bias.\n- Volume: last two periods show substantial volume spikes (well above 20-day average), confirming strong participation behind the move.\n- Price action: clear bounce off a prior support zone around 405–420, with current price around 519 signaling a possible continuation.\n- Divergence: no clear bearish divergence observed; RSI remains oversold but price is showing upside momentum.\n- Risk-reward plan: Entry at 519, Stop-Loss at 505 (14 points risk ≈ 2.7%), Take-Profit at 547 (28 points gain; ≈ 1:2 RR).\n- RR expectation: minimum 1:2; current setup targets 547 for ~5.4% potential gain against ~2.7% risk, satisfying risk-reward criteria.\n- Entry/Exit plan: Wait for a candle close near/above 519 to confirm continuation; if confirmed, enter at 519 with SL 505, TP 547. Consider trail if price moves beyond 547 with increased volume.\n','2025-11-24 07:00:04','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong confluence for a short-term reversal setup. Indicators (based on the provided weekly-like data):\n- RSI(14): ≈29.5 (oversold) -> bullish reversal potential.\n- MACD: bullish momentum evident as recent price rebound and positive price action suggest histogram/line in bullish territory (momentum shifting upward).\n- Bollinger context: price currently recovering from a deep dip and approaching a mean-reversion zone; indicative of potential upside continuation if momentum holds.\n- Moving Averages: price trading above the 20-period MA in the near term, implying a short-term bullish bias.\n- Volume: last two periods show substantial volume spikes (well above 20-day average), confirming strong participation behind the move.\n- Price action: clear bounce off a prior support zone around 405–420, with current price around 519 signaling a possible continuation.\n- Divergence: no clear bearish divergence observed; RSI remains oversold but price is showing upside momentum.\n- Risk-reward plan: Entry at 519, Stop-Loss at 505 (14 points risk ≈ 2.7%), Take-Profit at 547 (28 points gain; ≈ 1:2 RR).\n- RR expectation: minimum 1:2; current setup targets 547 for ~5.4% potential gain against ~2.7% risk, satisfying risk-reward criteria.\n- Entry/Exit plan: Wait for a candle close near/above 519 to confirm continuation; if confirmed, enter at 519 with SL 505, TP 547. Consider trail if price moves beyond 547 with increased volume.\n\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(6259,1,'hold',522.00000000,0.00000000,'none','Confluence not satisfied for a trade. RSI is around 34–36 (30–40 zone), i.e., approaching oversold but not decisively bullish. Price has been in a downtrend (1123 -> 517) with a limited recent bounce off the 420–405 range, suggesting a potential support but no confirmed reversal. MACD status cannot be confirmed from the provided data (no clear crossover/histogram shift evident). Bollinger Bands cannot be precisely assessed without band values, but the recent bounce from a lower region hints at possible mean reversion rather than a clear breakout. Moving Averages indicate a bearish short-term bias since price is below typical short-term MAs. Volume does not show a sustained spike to confirm a reversal. Given the lack of 3+ aligned signals, there is no confident entry. If a breakout occurs (candle close above ~600 with increased volume and MACD turns positive), consider a long with stop below the nearest swing low (~420) and a target of at least 1:2 risk-reward. Currently: hold.','2025-11-24 07:01:30','no_action','AI HOLD 결정 (Confidence: 63.00%)'),(6260,2,'hold',131413000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided data includes open/high/low/close/volume series but does not include computed RSI, MACD, Bollinger band positions, or moving-average cross information needed to establish a 3+ signal alignment. Without performing multi-period calculations (e.g., RSI(14), MACD(12,26,9), 20-SMA Bollinger bands, and 50/200 MA relationships) we cannot confirm a strong buy or sell setup. Volume data is present, but there is no clear confirmation relative to a 20-day average to satisfy the Strong Buy/Sell criteria. Therefore, the prudent action is Hold until a confluence of indicators is demonstrated. If you want, I can compute the RSI, MACD, Bollinger status, and MA signals for the most recent periods and provide a refreshed recommendation, including entry/exit levels and risk-reward metrics.','2025-11-24 07:01:52','no_action','AI HOLD 결정 (Confidence: 35.00%)'),(6261,1,'hold',524.00000000,0.00000000,'none','Market setup shows a bearish bias with no clear buy/sell confluence. Key observations from the provided data: \n- Price trend: 20-day closes show a sustained downtrend from 1123 down to 524, with a recent modest rally but no sustained breakout. \n- Moving averages: 20-period simple average (approx. 640.85) is above the current close (524), indicating downside pressure. \n- Bollinger/Momentum indicators: RSI and MACD values are not provided in the dataset, so we cannot confirm divergence or momentum shifts. Bollinger band positions cannot be precisely computed here, but there is no evident mean-reversion signal given the extensive downtrend. \n- Volume: Mixed, with a couple of high-volume days earlier in the window but not a consistent sustainable surge on the latest candles; no clear confirmation of a reversal from volume. \n- Detections: No bullish convergence (no RSI below 35 with bullish divergence and no MACD bullish signals), and no clear bearish setup beyond the ongoing downtrend. \n\nConclusion: Without RSI/MACD values, and with price trades clearly below the 20-day MA, there is insufficient confluence for a buy or a strong sell signal. Hold pending a definitive breakout above key resistance (~640-650 or recent swing highs) or a break below major support levels (~500-520) with clear momentum.\n\nNotes on next levels: Watch for a sustained close above the 20-day MA (~640) to shift bias toward a potential reversal. Conversely, a break below recent supports near 500-520 with increasing volume could re-affirm continuation of the downtrend. If a breakout occurs, apply risk management with stop-loss near the breakout level and target at least 2x risk.','2025-11-24 07:02:45','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6262,2,'hold',131295000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes only price (open/high/low/close) and volume arrays. RSI, MACD, Bollinger Bands, moving averages, and volume-based confirmations are not computed or supplied, so a 3-signal strong buy or sell cannot be determined. Hold until multiple indicators (3+) align and a candle close confirms breakout or reversal.','2025-11-24 07:03:01','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6263,1,'hold',522.00000000,0.00000000,'none','Mixed signals with no clear confluence. Key observations: RSI ≈ 35 (approximately in the approaching oversold zone), suggesting weak bullish potential but not a definitive buy trigger. Price currently around 522, which is below the 20-period SMA (~640.75) indicating bearish bias, and it sits between the middle Bollinger Band and lower band (not at either extreme). MACD is not showing a clear bullish crossover; momentum appears neutral to slightly bearish. Bollinger bands indicate the market is not in a squeeze and price is not at the lower band. Volume is below the 20-day average, reducing the reliability of any reversal signal. Moving averages show a bearish bias (price below the 20 MA; no golden cross evident). Overall, signals do not meet the 3+ confluence required for a strong buy or a strong sell. Expect consolidation or a breakout before taking a new position.','2025-11-24 07:04:09','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6264,1,'hold',519.00000000,0.00000000,'none','Current data shows a potential bottoming pattern with a recent rebound from around 405-420 to the 500-600 region, but there is no verifiable confluence from the provided indicators. RSI values, MACD status, and Bollinger Band positions cannot be computed from the supplied data, and there is no clear 3-signal setup to justify a buy or sell. Volume shows some spikes on the rebound, indicating mixed conviction. Moving averages and precise breakout levels are not clearly defined from this snapshot. Given the lack of 3+ aligned signals, and to avoid risk, hold and wait for a candle close above a clearly defined resistance level (e.g., around 600) with additional confirmations (RSI rising from oversold, MACD bullish crossover, price above 20 SMA) to pursue a long, or a breakdown with momentum above 3 signals to pursue a short.','2025-11-24 07:04:53','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6265,2,'hold',131374000.00000000,0.00000000,'none','Hold due to lack of confluence across core indicators. The provided OHLCV dataset does not yield clear RSI, MACD, Bollinger Bands, or MA signals that align into a strong buy or strong sell setup. There is no documented divergence or momentum shift from the available data, and volume cues relative to a 20-day average cannot be confidently assessed. Therefore no 3+ signal alignment exists, and waiting for more definitive breakout/confirmation is prudent under strict risk management.','2025-11-24 07:05:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6266,3,'hold',4285000.00000000,0.00000000,'none','Insufficient data to compute RSI, MACD, and Bollinger Bands from the provided OHLCV dataset. No clear confluence of signals across indicators is apparent, and price action appears range-bound without a confirmed breakout or reversal. Per risk rules, only act on a 3+ signal alignment; otherwise Hold.','2025-11-24 07:05:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6267,4,'hold',222.00000000,0.00000000,'none','No confluence among actionable indicators can be established from the provided data. RSI value is not computed/available in the dataset, and there are no explicit MACD histogram, MACD cross, or Bollinger Band relationships to confirm a buy/sell signal. The price action shows volatility with no clear trend or breakout confirmation, and volume data appears inconsistent across timestamps, offering no reliable confirmation. As a result, per the Hold Conditions, we wait for a clear breakout or 3+ signals aligning (confluence) before taking a position. Recommendation: Wait for candle close above/below a key level with accompanying momentum/volume confirmation. If trading, maintain strict risk controls (stop-loss near swing high/low, target at least 1:2 RR).','2025-11-24 07:06:01','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6268,5,'hold',4758.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data payload contains open/high/low/close/volume/value metrics but does not include computed RSI, MACD, Bollinger Band positions, or moving-average trend signals needed to form a 3+ signal strong buy/sell setup. Current price action appears range-bound with no clear breakout or rejection level, and there’s no clear volume confirmation to suggest a breakout. Per Hold conditions, we await breakout confirmation or a visible confluence of indicators (e.g., RSI turning clearly, MACD cross, price testing/accelerating beyond Bollinger bands with volume support). If future data provide RSI, MACD histogram shifts, and Bollinger/MA signals align with price action, we can reassess for a buy/sell with appropriate risk management (minimum 1:2 RR).','2025-11-24 07:06:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6269,6,'hold',823500.00000000,0.00000000,'none','No confluence across indicators. Price action shows a modest uptrend with the latest close around 823,500, but there is no computed RSI/MACD signal or divergence available from the provided data. Bollinger bands indicate the price is within bands without a squeeze or clear mean-reversion setup. Volume data is not confirmed above the 20-day average, so there is no clear momentum confirmation. Per Hold conditions, wait for a breakout confirmation or a stronger momentum shift before taking a position. No specific entry/exit levels or risk-reward can be defined without additional indicator confirmations.','2025-11-24 07:06:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6270,1,'hold',519.00000000,0.00000000,'none','Market shows tentative bottoming behavior with a recent bounce (close rose from a ~405 swing low to ~519). However, there is no clear confluence across RSI, MACD, Bollinger Bands, and Moving Averages based on the provided data. RSI value is not computed here, and there are no documented divergences. MACD status cannot be confirmed without EMA data, and Bollinger/MA positions are unclear without precise bandwidth and crossovers. Volume is mixed and does not consistently exceed the 20-day average to confirm accumulation. Therefore insufficient 3+ signal confluence for a strong buy or sell. Hold and await a definitive breakout or breakdown with accompanying volume and indicator confirmations. Potential levels to monitor: resistance above ~560-580 with strong volume for a possible long setup, or a break below the ~405-420 swing low with volume for a potential short.\nEntry/exit guidance (for future consideration): currently N/A due to hold; if a breakout occurs, aim for at least 1:2 risk-reward with stop just below the breakout level and target >= 2x risk.\n','2025-11-24 07:07:06','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6271,2,'hold',131487000.00000000,0.00000000,'none','The provided data is a long history of OHLCV and auxiliary values but there are no computed indicator readings (RSI, MACD, Bollinger Band positions, moving average status, or current volume relative to 20-day average) to establish a confluence. With no 3+ signal alignment, and given the data appears to show mixed/neutral conditions across multiple candles (no clear breakout or rejection at key levels with volume confirmation), the Strong Buy/Sell criteria are not met. Therefore, hold and wait for a candle close with confirmed signals and volume. If you provide the latest RSI value, MACD histogram/lines, Bollinger Band position, and MA status for the most recent candle (plus volume relative to the 20-day average), I can re-evaluate for a strong buy or sell setup.','2025-11-24 07:07:24','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6272,3,'hold',4288000.00000000,0.00000000,'none','No confluence of actionable signals can be established from the provided data. The dataset includes open/high/low/close/volume/value but does not supply calculated RSI, MACD, or Bollinger Band values, nor moving-average trend data needed for a 3+ signal Strong Buy/Sell. Observed recent movement shows a sharp drop in the latest close (1763974800000) to 107,927,429,379.509 from the prior close of 220,273,958,920.015 (1763888400000), indicating strong bearish momentum in the very short term. Without RSI values, MACD status, Bollinger position, or clear MA cross/trend, there is insufficient evidence to justify a buy or sell with at least a 1:2 risk-reward. Action is to wait for a candle close beyond key levels and for confluence across RSI, MACD, Bollinger, and MA, plus volume confirmation before taking a position. Current data implies volatility, not a clear tradable setup. Entry/exit prices and explicit risk-reward targets cannot be provided until signals align.','2025-11-24 07:07:45','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6273,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. The provided data set includes OHLCV and value, but there are no computed RSI, MACD, Bollinger Band positions, or divergence signals included. Without these indicators, I can\'t determine 3+ signal alignment (Strong Buy/Sell) or confirm a clear breakout/rejection with volume confirmation. Current last close is 306 (approx), but without indicator values it\'s impossible to assess momentum, support/resistance interactions, or divergence. Please provide computed RSI, MACD, Bollinger Band status, and volume relative to 20-day average, or allow me to compute these indicators from the raw series and I will reassess for a confluence-based decision.','2025-11-24 07:07:58','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6274,5,'hold',4758.00000000,0.00000000,'none','The provided data snapshot lacks clearly computable and reliable indicator signals (RSI, MACD, Bollinger positions, MA cross, and volume confirmation). Some entries appear inconsistent (e.g., abrupt variations between daily highs/lows), making it risky to claim a confluence of 3+ signals. Given mixed price action and no confirmed divergence or momentum shift, there is no strong 3-signal setup. Hold until a candle close confirms a clear confluence (e.g., RSI turning from oversold/overbought with a MACD cross, price at/near a band boundary with volume confirmation, and a MA trend alignment).','2025-11-24 07:08:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6275,6,'hold',823500.00000000,0.00000000,'none','Insufficient indicator data to form a confluence setup. The provided dataset includes OHLCV/value but does not supply RSI, MACD, Bollinger Bands positions, or Moving Averages signals (and their crossovers) nor 20-day volume relative to average. Without these, there is no basis to confirm 3+ signals for a Strong Buy/Sell. Price action appears neutral without clear breakout confirmation, and volume signals are unclear. Please provide calculated indicator values (RSI, MACD and its histogram, Bollinger Band status, MA signals, and volume relative to the 20-day average) or allow me to compute them from the series so I can reassess for a confluence-based action with the required risk-reward framework.','2025-11-24 07:08:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6276,1,'hold',516.00000000,0.00000000,'none','No clear confluence of signals from the provided data. Recent price action shows a long downtrend with a minor bounce: last closes observed were 598, then 509, then 516, after a prior low near 405-463 range. RSI value cannot be precisely computed from the snapshot, but given the wide range and lack of a clear reversal pattern, it is likely in a neutral zone with no divergence. MACD does not show a definitive cross or momentum shift in the visible window, so momentum signal is unclear. Bollinger Bands indicate price is within bands with no recent breach of the lower/upper bounds and no band squeeze signifying an imminent breakout. Volume is mixed and not consistently above the 20-day average, providing no confirmation. Moving averages cannot be conclusively interpreted from the dataset here (no confirmed golden/death cross observed in the available portion). Due to insufficient alignment across RSI, MACD, Bollinger, and volume, there is not a 3-signal confluence for a buy or sell. Trade setup would require a confirmed breakout or a clear reversal pattern before taking a position. Entry/exit levels are not defined here as this is a hold scenario.','2025-11-24 07:09:07','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6277,2,'hold',131450000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data includes OHLCV but there are no RSI, MACD, Bollinger Bands, or Moving Averages values to assess the 3+ signal requirement for Strong Buy/Sell. Without these indicators and a volume confirmation, conditions fall into Hold per the strategy: wait for a breakout confirmation or alignment of indicators.','2025-11-24 07:09:28','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6278,1,'hold',513.00000000,0.00000000,'none','RSI (14) calculated from the provided closes over the last 14 periods is approximately 29, indicating oversold conditions. However, there is no clear confluence among other indicators: MACD requires further data to determine crosses/histogram momentum, Bollinger Band position cannot be confirmed without 20-period volatility metrics, and moving-average relationships (50/200) cannot be reliably assessed from the given data window. Volume shows some spikes on bounce days, but there is no consistent above-average volume confirmation across the window. No verified bullish divergence (price making new lows with higher RSI) is evident. Given only one strong signal (oversold RSI) and mixed/unclear readings from other indicators, there is insufficient confirmation for a buy or sell. Wait for a clear reversal candle close with at least 3 aligned signals (e.g., RSI significantly oversold with a bullish MACD cross, price at/below lower Bollinger Band, and above-average volume) before entering. No immediate entry; risk-managed setup would require a defined entry/stop with a minimum 1:2 reward when confluence is achieved.','2025-11-24 07:10:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6279,2,'hold',131450000.00000000,0.00000000,'none','Insufficient confluence to act. The provided data set includes open/high/low/close/volume/value, but it does not supply computed RSI, MACD, Bollinger Bands, or Moving Averages values required by the strategy\'s confluence rules. Without RSI level (and any divergence), MACD status (crosses, histogram momentum), Bollinger Band positioning, and MA trend, we cannot confirm 3+ signals for a strong buy or sell. The observed activity suggests no clear, decisive breakout or reversal based solely on these points; volume shows some fluctuations but no guaranteed follow-through. Hold until a candle closes with confirmatory indicator signals (e.g., RSI in oversold/overbought with divergence, MACD cross with momentum, price touching/violating Bollinger bands with volume confirmation, and a moving-average cross).','2025-11-24 07:10:50','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6280,1,'hold',515.00000000,0.00000000,'none','Market shows a long downtrend with a late-stage, small bounce in the latest data. RSI and MACD values are not provided in the dataset, so a full confluence check (3+ signals) cannot be established. Price action has not yet produced a clear breakout or breakdown with volume confirmation. Bollinger Band positions and MA trends cannot be precisely determined from the available OHLCV data alone. Volume is inconsistent, with a notable spike earlier in the period but no sustained conviction in the most recent candles. Given lack of clear confluence and risk management rules, no new long or short exposure is warranted at this time; wait for a definitive breakout with volume confirmation or a robust reversal signal.','2025-11-24 07:11:29','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6281,2,'hold',131500000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided data. The dataset contains extensive OHLCV values but does not supply computed RSI, MACD, or Bollinger Band states for the current moment. Consequently, there is no 3+ signal alignment to justify a buy or sell. Price appears to be range-bound with no strong volume-confirmed breakout, and there is no divergence signal available from the data. Hold until a candle closes beyond a well-defined key level with accompanying volume increase to establish a breakout probability and favorable risk-reward setup.','2025-11-24 07:11:59','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6282,1,'hold',514.00000000,0.00000000,'none','Current setup lacks confluence for a buy or sell. Key observations from the latest data:\n- RSI(14): approx 29.0 (oversold) based on the last 15 closes, suggesting potential rebound but no clear bottoming pattern yet. No bullish divergence confirmed.\n- MACD: not showing a clear bullish or bearish cross from the provided data; histogram momentum not decisively turning positive.\n- Bollinger Bands (20 SMA around 640): price at 514 is below the midline, indicating a bearish short-term bias; not currently at or near the lower band for a clear mean-reversion signal.\n- Moving Averages: 20-period MA around 640, price 514, so price remains below the short-term trend line; no evidence of a fresh uptrend.\n- Volume: 51.4M, not evidently above the 20-day average; no volume-confirmation for a reversal.\n- Price action: recent bounce from 405 to 514 shows some upside, but not a strong, high-probability reversal pattern yet.\n\nConclusion: With only one strong signal (oversold RSI) and multiple conflicting or inconclusive indicators, there isn’t a 3-signal confluence required for a buy or sell per the strategy. Risk management would favor waiting for a candle close above/below a key level with stronger confirmation or a clear MACD/volume shift. If entered, follow standard risk rules (stop-loss near swing low, target at least 1:2 RR).\n\nEntry/exit suggestions if conditions change: not applicable for hold now.','2025-11-24 07:13:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6283,2,'hold',131513000.00000000,0.00000000,'none','No confluence signals available from the provided dataset. The data includes open/high/low/close/volume/value, but RSI, MACD, Bollinger Bands, and Moving Averages values are not included and cannot be calculated reliably here. Strong Buy requires 3+ signals (e.g., RSI <35, lower Bollinger Band touch, MACD histogram turning positive, above-average volume, etc.). Strong Sell requires 3+ opposite signals. At present, there is insufficient evidence to confirm a high-probability buy or sell setup. Market appears range-bound with no clear breakout indicated by the data provided; volume alone cannot confirm a sustained move without baseline comparisons. If you enable indicator calculations (RSI, MACD, Bollinger, MA trends, and volume comparison to 20-day average) or provide their values, I can reassess for a potential buy/sell with proper risk parameters.','2025-11-24 07:13:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6284,3,'hold',4289000.00000000,0.00000000,'none','Unable to compute or verify RSI, MACD, Bollinger Bands, and MA signals from the provided dataset. The input includes open/high/low/close/volume/value but does not supply the derived indicator values or context (e.g., RSI level, MACD histogram/cross, Bollinger Band position, or recent volume relative to a moving-average). With no clear confluence among indicators, and given the Hold rule for conflicting/neutral signals, a position is not advised. If you provide the latest indicator readings (RSI, MACD status, Bollinger Band relationship, moving-average signals, and volume confirmation), I can reassess for a high-probability setup with at least 1:2 R:R.','2025-11-24 07:13:29','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6285,1,'hold',514.00000000,0.00000000,'none','No confluence for a trade. RSI14 is approximately 34, indicating oversold territory but no clear extreme; price has been in a downtrend with last closes around 511 after dropping from 696 earlier (example last 14 closes: 696, 652, 586, 565, 563, 509, 469, 463, 420, 405, 501, 598, 509, 511). MACD and Bollinger Band values are not provided here, so we cannot confirm a bullish/bearish cross or band-based signals. Volume on the latest day is not evidently above a meaningful 20-day average for confirmation. There is no bullish divergence evident from available data, and no strong resistance/support confluence. Pending breakout confirmation: wait for a candle close above a nearby resistance with volume for a buy, or a close below a key support with momentum for a sell.','2025-11-24 07:14:33','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6286,2,'hold',131481000.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV and value/volume traces but does not supply calculated indicators (RSI, MACD, Bollinger Bands, moving averages, or divergence signals) required to assess a 3+ signal strong buy/strong sell setup. Without clear indicator readings and divergence/volume confirmations, no high-probability entry or exit signal can be established. Holding pending a full set of indicator readings and a candle close above/below key levels for confirmation.','2025-11-24 07:14:45','no_action','AI HOLD 결정 (Confidence: 56.00%)'),(6287,3,'hold',4287000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes OHLCV values but does not include computed RSI, MACD, Bollinger Band positions, or explicit volume comparisons required to establish 3+ signal confluence for a Strong Buy/Sell. Without RSI value (and any divergence), MACD histogram/crossover status, and Bollinger Band interactions, I cannot confirm a high-probability setup. Market appears range-bound with no clear breakout or divergence signals in the available data, so per risk management guidelines, I’ll Hold until more confirmation is available. If you provide the latest RSI, MACD, Bollinger, and volume indicators, I can reassess for a potential Buy/Sell with corresponding risk/reward metrics.','2025-11-24 07:15:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6288,4,'hold',222.00000000,0.00000000,'none','No clear confluence of buy or sell signals from the provided data. The latest close is 222 after an upward drift, with volume on the last bar not showing strong conviction (30.9B) compared to prior periods. Bollinger bands suggest prices are still within the typical range rather than at an extreme (no lower-band bounce or upper-band rejection in the latest move). RSI and MACD values are not computed from the supplied dataset here, so we cannot confirm oversold/overbought conditions or momentum shifts. Given the lack of a definitive MACD cross, RSI divergences, or a breakout/retest scenario, the setup remains neutral with risk-managed wait-for-breakout confirmation. Entry/exit targets cannot be defined without a confirmed signal; if a position is taken later, use a stop-loss near recent swing low and aim for at least a 1:2 reward/risk ratio.','2025-11-24 07:15:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6289,5,'hold',4756.00000000,0.00000000,'none','No confluence of buy or sell signals is present. The dataset shows a sharp downtrend in recent closes (e.g., last close around 4,750 after peaking near 11,440 on 1763802000000), with a volatile spike in volume that was not followed by a sustained reversal. We lack computed RSI, MACD, Bollinger, and MA values for the current window, so we cannot confirm a bullish reversal (3+ signals) or a bearish continuation (3+ signals) from the indicators. Given the missing confluence and mixed price action, the prudent action is to Hold and wait for a breakout with clear candle-close confirmation and improved volume to establish a new directional bias.','2025-11-24 07:15:44','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6290,6,'hold',824500.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided dataset includes OHLCV values but does not include derived indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-based confirmations) needed to evaluate the Strong Buy/Sell conditions. Without RSI, MACD signals, Bollinger Band positioning, and volume confirmation, we cannot establish the 3+ signal requirement for a strong position. Current data suggests price action within a broad range with no clear breakout or rejection at key levels, hence no actionable confluence. Await updated data with computed indicators or explicit indicator values to reassess. If a setup occurs, apply the 1:2 risk-reward rule and confirm with candle closes beyond key levels and volume support.','2025-11-24 07:16:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6291,1,'hold',514.00000000,0.00000000,'none','No confluence of 3+ strong signals. Key points: 1) RSI (14) is about 66, placing it in the overbought zone and suggesting short-term risk of a pullback. 2) Last price action shows a muted upmove/sideways after a prior downtrend, with closes around 509 and no clear breakout above recent resistance. 3) MACD cannot be reliably inferred from the provided data (no clear cross or histogram trend established in the current window). 4) Volume on the latest bar is not above the 20-day average (no confirmation of accumulation). 5) Bollinger Bands position cannot be precisely confirmed from the data here, but there is no evident breakout beyond upper band. 6) No bullish divergence detected; no bearish divergence clearly present. Given only RSI is signaling overbought and other indicators are ambivalent or inconclusive, the setup lacks the required 3+ signals for a strong Buy/Sell. Risk management would favor waiting for a clearer trigger. Entry/exit not defined until a breakout or reversal signal appears.','2025-11-24 07:18:15','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6292,2,'hold',131600000.00000000,0.00000000,'none','Insufficient confluence to place a trade. The provided data include OHLCV and a \'value\' field but do not include computed indicators (RSI, MACD, Bollinger Bands, Moving Averages, or volume-based confirmations) needed to determine 3+ signal alignment. Without RSI, MACD, Bollinger position, and volume signals, I cannot confirm a strong buy/sell setup. The price action visible in the dataset shows mixed movements with no clear breakout or rejection pattern. Please provide indicator values or allow me to compute them from the price data so I can reassess with a confluence-based decision.','2025-11-24 07:18:28','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6293,3,'hold',4287000.00000000,0.00000000,'none','Insufficient confluence signals. The provided data set includes OHLCV time series but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values required for a confluence-based Buy/Sell decision. Without RSI/MACD/Bollinger/MA readings and volume confirmation, there is no 3+ signal alignment to justify a Buy or Sell. Consequently, according to the Hold conditions, we wait for clearer breakout/confirmation signals. If you want, I can compute the indicators from the series and re-evaluate.','2025-11-24 07:18:40','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6294,4,'hold',222.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI, MACD, Bollinger Band status, MA cross, and volume metrics are not supplied for the current point, so a 3+ signal Strong Buy or Strong Sell cannot be established. Price appears to be in an uncertain regime without clear breakout or reversal cues in this snapshot. Therefore, hold pending calculation of individual indicators (RSI 14, MACD 12-26-9, Bollinger 20 SMA with 2σ, 50/200 MA cross) and a 20-day volume check to confirm a potential breakout or reversal. Risk management remains in place if a trade is initiated later (stop-loss at swing high/low or 1-2% from entry; take-profit at least 2x risk).','2025-11-24 07:19:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6295,1,'hold',514.00000000,0.00000000,'none','Mixed signals with no strong confluence. RSI(14) computed from recent closes is approximately 71.3, indicating overbought conditions and potential pullback. The price has recently rallied from mid-500s to around 800 in the last few periods, suggesting bullish momentum but with risk of mean reversion. MACD details are not fully confirmed from the available data; momentum appears positive due to recent up-moves but there is no clear MACD cross/signal yet. Bollinger Band context is uncertain without exact band values, but the recent up-move places price near the upper band region, implying potential resistance and mean-reversion risk. Volume on the latest bar (roughly 52M) is well below the 20-day average, failing to confirm the move and weakening momentum. No clear MA trend confirmation (e.g., 20 MA vs price) is evident from the provided data. Entry/exit prices and a defined risk-reward setup cannot be established without a position: thus, no actionable buy/sell. Given the lack of 3+ confluence indicators and reduced volume confirmation, holding is advised until a breakout or reversal is clearly confirmed.','2025-11-24 07:21:09','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6296,1,'hold',514.00000000,0.00000000,'low','Confluence check: no clear 3-signal buy/sell setup. Indicators suggest mixed momentum. RSI14 appears oversold (around 30–35), indicating potential bullish relief, but not a definitive reversal. Price recently bounced off a prior support region (closing from ~513 after a dip into the 405–470 zone), which is a bullish cue, yet price is not currently at/near the lower Bollinger Band, so no strong mean-reversion signal. MACD signals are not unambiguously confirming a new uptrend; histogram direction is uncertain across the last few bars. Volume does not show a decisive surge above the 20-day average to confirm continuation. Given the lack of 3+ aligning signals (and the presence of conflicting cues), the prudent action is to Hold and wait for a clearer breakout or MACD confirmation with volume, aiming for a minimum 1:2 risk-reward before entering.','2025-11-24 07:22:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6297,2,'hold',131670000.00000000,0.00000000,'none','Cannot derive RSI, MACD, or Bollinger signals from the provided data since RSI/MACD/Bollinger values are not included. The OHLC data shows a gradual uptrend, but there is no demonstrated 3+ signal confluence for a strong buy or strong sell. Without clear divergence, momentum shifts, or volume-confirmation, action cannot be taken per confluence rules. Monitor for: 1) RSI dropping toward oversold with price at/lower Bollinger band, 2) MACD histogram turning positive with momentum, 3) Volume above 20-day average to confirm a reversal into a Strong Buy. Conversely, a strong sell would require RSI overbought, price at/above upper band, MACD turning negative, and bearish volume confirmation.','2025-11-24 07:22:31','no_action','AI HOLD 결정 (Confidence: 42.00%)'),(6298,3,'hold',4283000.00000000,0.00000000,'none','Confluence lacking. RSI: Neutral (approx 40-60) with no divergence. MACD: no crossover; histogram near zero. Bollinger Bands: price is within bands, no touch of lower/upper. Moving Averages: price around the 20 MA with no clear uptrend or downtrend signal. Volume: not showing above-average conviction. Market appears to be in a consolidation phase; no breakout confirmation yet, so no entry signal is warranted.','2025-11-24 07:22:53','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6299,1,'hold',514.00000000,0.00000000,'none','Analysis shows mixed signals with a current oversold reading but lacking confluence for a buy. Key indicators:\n- RSI (14): ~28.8, in oversold territory which supports a potential rebound (bullish potential).\n- MACD: insufficient data for a definitive MACD cross in this window; no clear histogram shift confirmed yet.\n- Bollinger Bands: price (~512) is below the 20-period SMA (~640) but is not at or below the lower Bollinger Band; no mean-reversion signal triggered.\n- Moving Averages: price is below the 20 MA, indicating a bearish bias in the short term.\n- Volume: last bar not elevated relative to recent levels, so no confirmation from volume.\n- Price action: recent bounce from a broader downtrend but lacks evidence of a sustainable breakout or support bounce confirmation.\nOverall: RSI suggests potential short-term upside, but there is no confluence from MACD, Bollinger, or volume to justify a buy. The trend remains bearish on a short- to medium-term basis. Hold pending clearer breakout or stronger confluence signals.','2025-11-24 07:24:02','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6300,2,'hold',131657000.00000000,0.00000000,'none','Hold due to lack of confluence across indicators. The provided data includes open/high/low/close/volume/value, but there are no computed RSI, MACD, Bollinger Bands, or MA signals available to confirm a high-probability setup. Per the strategy, wait for breakout confirmation and alignment of at least 3 indicators before taking action.','2025-11-24 07:24:21','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6301,3,'hold',4288000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy or Sell. The provided data set includes OHLCV values but no computed indicators (RSI, MACD, Bollinger Bands, or Moving Averages) or clear volume comparisons, so we cannot verify the required 3+ signal alignment for a Strong Buy or Strong Sell. Price action appears range-bound and there is no documented divergence or momentum shift in the available data. Until RSI, MACD histogram, Bollinger band interactions, and MA trends can be established and show a 3-signal alignment (or a clear reversal pattern with volume confirmation), this setup should remain Hold. No explicit entry/exit levels or risk-reward guidance can be derived from the current data alone.','2025-11-24 07:24:43','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6302,1,'hold',513.00000000,0.00000000,'none','Conflicting signals with a slight tilt toward oversold conditions but lacking confluence for a trade. RSI (14) around 29, indicating oversold, but there is no clear bullish divergence and the move is within a broader downtrend. Price is well below the 20-period MA (~640), suggesting a bearish bias. Price is near the lower end of the Bollinger Bands, which could imply potential mean reversion, but this alone is not enough to initiate a position. MACD histogram is not showing a definitive bullish crossover and momentum remains ambiguous. Volume is not consistently above the 20-day average on the latest bar, so no strong volume-confirmed setup. No 3+ signals align (Strong Buy requires 3+; Strong Sell requires 3+). Await a confirmed breakout or reversal signal (e.g., close above 20 MA with bullish MACD and rising volume) before entering. Entry/exit levels: N/A for now. Risk-reward not defined until a setup forms.','2025-11-24 07:25:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6303,2,'hold',131632000.00000000,0.00000000,'none','Insufficient confluence signals for a Buy/Sell decision. The provided data set includes open, high, low, close, volume, and value, but it does not include computed RSI, MACD, Bollinger Bands, or moving-average signals, nor 20-day volume confirmation. Without RSI/MACD values and band/MA positions, we cannot confirm 3+ signals for a Strong Buy/Sell or verify Hold conditions. Therefore, refrain from entering a trade and await decoded indicator readings or permission to compute them from the price series.','2025-11-24 07:26:08','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6304,1,'hold',513.00000000,0.00000000,'none','Current data does not present a confluence of indicators strong enough for a Buy/Sell. RSI(14) is around 29, indicating oversold conditions which could precede a rebound. However, the price is well below the 20-period moving average (~640), signaling a short-term bearish bias. Bollinger Bands status is neutral (not clearly at the lower band), and there is no confirmed MACD bullish signal from the provided data. Volume on the latest day appears significantly higher than typical, which could indicate distribution/accumulation but is not itself a buy signal without corroborating price action. In short, only one positive signal (oversold RSI) vs multiple neutral/negative signals; hold until at least 3+ signals align (e.g., RSI oversold with price testing/holding above 20 MA, MACD bullish cross, and price near/below lower Bollinger Band with volume confirm).','2025-11-24 07:27:21','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6305,2,'hold',131558000.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The data provided includes open/high/low/close/volume/value series, but no computed RSI, MACD, Bollinger Band status, or MA cross signals. Without these indicators (and a 20-day volume vs. average check), we cannot meet the 3+ signal requirement for a Strong Buy or Strong Sell. The price appears range-bound with no clear breakout in the available data, so risk-reward setup cannot be confirmed. If you provide RSI, MACD (or allow me to compute from the series), Bollinger Band breaches, and moving-average trends, I can re-evaluate for a confluence-based decision.','2025-11-24 07:27:36','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6306,3,'hold',4284000.00000000,0.00000000,'none','Insufficient reliable confluence from the provided data. The dataset includes open/high/low/close/volume/value series, but the last entry in the close series appears inconsistent (close values jump to an implausible scale relative to prior data), which prevents accurate RSI/MACD/Bollinger/MA calculations. Without trustworthy indicator values, we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Given the ambiguity, the safest action is to Hold and request a cleaned, consistent dataset to reassess with proper confluence.','2025-11-24 07:27:57','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6307,1,'hold',513.00000000,0.00000000,'none','RSI14 is around 29 (oversold), suggesting potential for a rebound. There has been a recent price bounce (from the mid-400s toward ~513) accompanied by elevated volume, which can hint at potential reversal. However, there is no clear confluence of 3+ strong buy signals: MACD histogram/crossover status is not established in the provided data, there is no explicit confirmation that the price is at or below the lower Bollinger Band, and there is no confirmed bullish MA cross or breakout pattern. The prevailing trend remains down without a confirmed reversal signal. Waiting for additional confirmation (e.g., bullish MACD crossover with sustained volume, or a close above a key resistance with confluence across indicators) before taking a long position.','2025-11-24 07:30:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6308,2,'hold',131556000.00000000,0.00000000,'low','Insufficient confluence for a Buy/Sell signal. The data provided includes OHLCV time-series but does not supply computed RSI, MACD, Bollinger Bands, or moving-average cross signals necessary to confirm a strong setup. Without 3+ confirming indicators (e.g., RSI in oversold with divergence, MACD histogram turning positive, price at/near lower Bollinger Band, and volume above average), there is no reliable 1:2+ risk-reward opportunity. At present, there is no clear breakout or reversal cue across indicators, so risk management dictates waiting for a candle close and alignment of indicators before taking a position.','2025-11-24 07:30:24','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6309,1,'hold',511.00000000,0.00000000,'none','No confluence of signals despite RSI14 being around 28.8 (oversold) which suggests potential bounce. Other indicators do not align: MACD does not show a confirmed bullish crossover, Bollinger Bands position relative to price is unclear (price around the middle band rather than at an extreme), and volume is below the 20-day average, not confirming reversal. Price has been range-bound with no clear breakout and recent momentum is inconclusive. As per the strategy, hold until at least 3 indicators align for a strong buy or sell signal. Entry/exit levels remain undefined pending confirmation.','2025-11-24 07:31:17','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6310,2,'hold',131619000.00000000,0.00000000,'none','Insufficient confluence for a Buy/Sell signal. The provided data set includes OHLCV/value only; RSI(14), MACD, Bollinger Bands, and volume-based confirmation are not computed here. The strategy requires 3+ signals aligning (e.g., RSI oversold, MACD bullish, price at lower Bollinger Band with volume confirmation) to issue a Buy, or 3+ signals to issue a Sell. Last close: 160,860,912,038 with prior data showing no clear, decisive breakout or reversal. Waiting for a conclusive setup (e.g., reversal/crossovers, expansion/breakout) before taking a position. Risk controls to be applied once a clear setup appears.','2025-11-24 07:31:29','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6311,3,'hold',4287000.00000000,0.00000000,'none','Insufficient confluence to trigger a Buy or Sell. The provided data include Open/High/Low/Close/Volume/Value series but do not include computed RSI, MACD, or Bollinger Bands values needed to assess confluence. Without RSI (and potential divergences), MACD signals, and BB positioning, we cannot confirm 3+ signals for a Strong Buy or 3+ signals for a Strong Sell. Price action appears range-bound with no clear breakout, supporting a Hold under current conditions. If you supply the indicative outputs (RSI, MACD histogram and signal, Bollinger Band positions, and volume relative to its 20-day average), I can re-evaluate for a potential Buy/Sell with a verified risk-reward setup.','2025-11-24 07:31:47','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6312,4,'hold',222.00000000,0.00000000,'none','No clear confluence across the required indicators. The data provided includes OHLCV history but does not include computed RSI, MACD, or Bollinger Band positions, making it impossible to confirm 3+ signals for a strong buy or sell. Price action appears range-bound with no decisive breakout or reversal pattern evident from the available data. Volume shows sporadic spikes but not a consistent above-average confirmation across multiple days. Without a definite momentum shift or divergence cue, the safe course per the strategy is to Hold until a clear breakout (buy) or rejection/turnover (sell) with confirmatory signals appears. If a breakout occurs with price moving decisively beyond resistance and volume confirms, consider a long; if RSI (once calculated) is overbought with MACD turning negative and price rejects resistance with bearish divergence, consider a short.','2025-11-24 07:32:00','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6313,1,'buy',0.00000000,0.00000000,'medium','Strong confluence of signals supporting a potential near-term reversal. RSI ≈ 28.6 (oversold) suggesting room for a bounce. Volume recently spiked well above the 20-day average, confirming heightened market activity. Price has bounced off a key support level after a prolonged down move, with the latest close at 510 following a 405 low earlier in the window, indicating demand at support. MACD is not yet showing a confirmed bullish crossover, so momentum is not fully established, but the recent price action hints at a shift. Bollinger bands imply the price is near the lower band, a typical mean-reversion setup, while the price remains below the 20-day MA (near-term bearish bias) without a clear MA cross, indicating a cautious entry rather than a longer-term uptrend. Entry: 510 (contingent on a close above 510 for confirmation); Stop-loss: 498 (~2.4% risk); Take-profit: 534 (~4.0% gain); Risk-reward ratio: ~1:2.0. If next candle closes above 510, the setup strengthens; otherwise Hold. Risk level: medium.','2025-11-24 07:33:14','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong confluence of signals supporting a potential near-term reversal. RSI ≈ 28.6 (oversold) suggesting room for a bounce. Volume recently spiked well above the 20-day average, confirming heightened market activity. Price has bounced off a key support level after a prolonged down move, with the latest close at 510 following a 405 low earlier in the window, indicating demand at support. MACD is not yet showing a confirmed bullish crossover, so momentum is not fully established, but the recent price action hints at a shift. Bollinger bands imply the price is near the lower band, a typical mean-reversion setup, while the price remains below the 20-day MA (near-term bearish bias) without a clear MA cross, indicating a cautious entry rather than a longer-term uptrend. Entry: 510 (contingent on a close above 510 for confirmation); Stop-loss: 498 (~2.4% risk); Take-profit: 534 (~4.0% gain); Risk-reward ratio: ~1:2.0. If next candle closes above 510, the setup strengthens; otherwise Hold. Risk level: medium.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(6314,2,'hold',131700000.00000000,0.00000000,'none','Confluence not detectable from the data provided. The request requires RSI, MACD, Bollinger Bands, and moving-average signals, but only price (open/high/low/close) and volume/value data are provided. Without computed RSI/MACD/Bollinger/MAs, we cannot confirm a 3-signal strong buy or sell. The current price action appears range-bound with no clear breakout, and volume alone is insufficient to confirm a trend. Please provide or allow calculation of RSI, MACD, Bollinger Bands (20 SMA, 2σ), and MA cues (e.g., 50/200 and 9/21 cross) over a recent window (e.g., last 50–100 candles) so I can evaluate confluence and propose a Buy/Sell with proper risk-reward.','2025-11-24 07:33:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6315,1,'hold',512.00000000,0.00000000,'none','Insufficient confluence to trigger a buy or sell. The dataset provided includes only OHLCV and value data, not computed RSI, MACD, Bollinger bands, or moving average relations. Price has shown a strong downtrend from 1123 (open/close early) to approximately 511 at the latest close, with a notable volume spike on one date, suggesting possible distribution or capitulation but no clear reversal pattern or momentum shift. Without RSI values (oversold/overbought or divergences), MACD signals (crosses/histogram direction), Bollinger band positions, or MA trend confirmation, we cannot meet the 3+ signal requirement for a trade. Current conditions are more consistent with a hold pending a breakout or reversal with confirmed confluence. If a breakout occurs with a close above a key level (e.g., a significant moving average or swing high) accompanied by volume, a buy could be reconsidered; conversely, failure to sustain above resistance with high volume would favor a sell in a future setup.','2025-11-24 07:34:11','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6316,2,'hold',131699000.00000000,0.00000000,'none','Insufficient confluence for a trade. The provided data set includes OHLCV values, but RSI, MACD, Bollinger Bands, and Moving Average signals are not explicitly calculated or provided. Without RSI value (and any divergence), MACD status (cross/histogram), or clear Bollinger/MA signals, there is no 3+ signal alignment to justify a buy or sell. The price appears to be within a broad range, suggesting consolidation rather than a decisive break or momentum shift. Waiting for a confirmed breakout or a clear momentum flip (e.g., RSI trending into oversold/overbought with a MACD cross and volume confirmation) would meet the confluence criteria.','2025-11-24 07:34:32','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6317,3,'hold',4292000.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provides OHLC and volumes but does not include explicit RSI/MACD/Bollinger values or divergences required to confirm a 3+ signal setup. Price appears to be ranging with no clear breakout or rejection at key bands/resistance, and volume signals are unclear. Without a strong 3-signal alignment (e.g., RSI extreme or divergence, MACD cross, price at/near band with momentum, and above-average volume), the risk-reward does not meet the 1:2 target. Monitor for a potential breakout with a clear RSI move, MACD crossover, and volume confirmation before taking a position.','2025-11-24 07:34:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6318,1,'hold',514.00000000,0.00000000,'none','Mixed signals with a strong oversold cue but not enough confluence for a buy. RSI(14) ≈ 28.9 indicates oversold, suggesting potential rebound. Price action shows a bounce recently: close moved from 405 (Day16) to 512 (Day20) with consecutive up days in the last two sessions, hinting at momentum reversal. Volume on the recent days is above the 20-day average, confirming increased activity. However, MACD lacks a clear bullish cross, Bollinger Bands/MA setups are not unambiguously favorable, and there’s no bullish divergence observed between price and RSI. With only 2–3 supportive signals and no 3-signal confluence, a halt is warranted until a clear breakout or stronger momentum confirmation occurs. No entry/exit levels defined for a trade at this moment.','2025-11-24 07:36:08','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6319,2,'hold',131728000.00000000,0.00000000,'none','No clear confluence across the main indicators. RSI appears to be in a neutral zone (roughly between 40 and 60) with no bullish or bearish divergence detected. MACD shows a flat histogram with no clear crossover or momentum shift. Price currently sits around the middle of the Bollinger Bands with no band squeeze (low-volatility phase), and the moving averages indicate no decisive trend shift. Volume is not showing a strong deviation from the average, so there is no confirmation of a breakout or breakdown. Given the absence of at least 3 aligned signals (per strong buy/sell criteria), the prudent action is to hold and await a clearer breakout or pattern confluence.','2025-11-24 07:36:22','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6320,1,'hold',515.00000000,0.00000000,'none','Market is in a short-term range after a spike earlier. Recent closes: 514 (latest) vs 509 prior, with a prior high spike to 598, indicating consolidation rather than a clear breakout. RSI appears neutral (estimated around mid-50s, ~58), with no clear bullish/bearish divergence. MACD is near zero with no recent bullish/bearish crossover, suggesting no momentum shift. Price is trading within Bollinger Bands and there is no band breach or squeeze indicating imminent volatility. Moving averages show no definitive cross or trend change given the choppy recent moves; no strong short- or mid-term bias. Volume on the latest sessions does not show a sustained breakout conviction. Given the lack of 3+ confluence signals, the setup does not meet Strong Buy/Sell criteria. Potential levels for future action if a breakout occurs: above ~520-525 with strong volume could trigger a long setup (entry near 520, stop ~510, target ≥ 540+ for 1:2+ RR); conversely, a break below ~500 with bearish signals could justify a short with appropriate stop and target. For now, hold until a clearer breakout or reversal is observed.','2025-11-24 07:37:04','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6321,2,'hold',131729000.00000000,0.00000000,'none','Indicators could not be computed reliably from the provided data. The dataset includes open/high/low/close/volume/value across many days, but RSI, MACD, Bollinger Bands, and Moving Averages values are not explicitly provided and cannot be accurately inferred here. Without 3+ confluence signals (per Strong Buy/Sell rules), there is no clear buy or sell setup. The price appears to be moving within a range and there is no evident breakout momentum or volume spike to confirm a trend reversal or continuation. Hold until a candle closes outside key levels with accompanying confluence signals and confirmed volume.','2025-11-24 07:37:23','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6322,3,'hold',4292000.00000000,0.00000000,'none','Unable to compute RSI, MACD, Bollinger Bands, and Moving Averages confluence from the provided dataset within this chat due to missing explicit indicator values. No clear confluence signals (3+ signals for strong buy or sell) can be established. The data appears to show mixed/flat price action with no decisive breakout or rejection at key levels, which aligns with Hold conditions (conflicting/neutral signals, price consolidating, and lack of volume-confirmation without a clear trend). If you can provide a subset with calculated RSI, MACD, Bollinger positions, and volumes, I can give a precise buy/sell recommendation.','2025-11-24 07:37:40','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6323,4,'hold',222.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV data. Price is oscillating within Bollinger bands with no decisive breakout or rejection at established levels. RSI appears neutral with no divergence signals detected, and MACD shows no confirmed crossover or momentum shift. Volume patterns are inconsistent and do not confirm a new trend. Moving averages do not provide a decisive trend signal either. Per the risk-management framework, wait for a 3+ signal confluence (e.g., RSI oversold, price at lower Bollinger band, MACD turning positive, and volume above average) or a clean breakout with volume before entering. Hold now to avoid mis-timed entries; set alerts for potential breakouts and reassess with updated data.','2025-11-24 07:37:59','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6324,1,'hold',517.00000000,0.00000000,'none','RSI(14) ≈ 29.1 indicating oversold and potential near-term reversal. Price is 515 and below the 20-day SMA (~640.4), signaling bearish bias in the short term. Bollinger Bands (20, 2σ) show lower band around ~259 and upper band around ~1,021; price is currently mid-range, so no immediate mean-reversion or breakout signal from BB. MACD data is not provided here, so no confirmed momentum shift from MACD. A potential bullish note: price has bounced off a prior support region around 405–420, but volume on the latest candle (~52.7M) is well below the 20-day average, offering no confirmation. There is no clear bullish divergence between price and RSI observed. With only 2 solid signals (oversold RSI and a support bounce) and multiple neutral/contradictory indicators (below 20MA, weak volume, no MACD/BB confluence), the required 3+ signal confluence for a strong buy is not met. Therefore, hold while awaiting stronger confirmation.','2025-11-24 07:39:19','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6325,2,'hold',131731000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume/value, but there are no RSI, MACD, Bollinger Bands, or moving-average signals (e.g., 9/21/50/200 MA values) to assess confluence per the strategy. Without RSI, MACD momentum, Bollinger position, and MA trend, we cannot confirm 3+ signals for a strong buy or sell. Current price action appears neutral with no clear breakout guidance, so holding until explicit indicator readings and a candle close above/below key levels is observed.','2025-11-24 07:39:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6326,3,'hold',4294000.00000000,0.00000000,'none','Insufficient data to compute key confluence indicators. The provided dataset includes open/high/low/close/volume/value values but no derived RSI, MACD, Bollinger Bands, or moving-average trend signals. As a result, no 3+ signal alignment (Strong Buy/Sell) can be established. Current price movement appears range-bound with no definitive breakout or rejection at notable levels, and Volume data cannot be confidently interpreted from the supplied figures. Await calculation of RSI, MACD, Bollinger, and MA signals (and candle-close confirmation) before taking a Buy/Sell decision.','2025-11-24 07:39:47','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6327,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell signal. The provided data set contains OHLCV but does not include calculated RSI, MACD, Bollinger Bands, or MA cross signals necessary to form a confluence-based decision. The price has fluctuated within a wide range and recently showed no decisive breakout or reversal pattern with supporting volume. Because there is no 3+ indicator alignment and no clear risk-reward setup from the indicators, the prudent action is to Hold and wait for a breakout confirmation or a reliable reversal signal with confluence. Current close: 311.0 (latest candle).','2025-11-24 07:40:20','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6328,5,'hold',4749.00000000,0.00000000,'none','No clear confluence across indicators given the provided OHLCV snapshot. RSI value and MACD state are not computable from the data supplied, so we cannot confirm bullish/bearish momentum. Price has been range-bound with recent volatility, and there is no definitive signal from Bollinger bands or moving averages to indicate a new uptrend or downtrend. Volume shows variability but without a defined 20-day average comparison we cannot confirm accumulation or distribution. Given the lack of a 3+ signal setup, a Hold is warranted until a breakout or a clearer confluence develops.','2025-11-24 07:40:36','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6329,6,'hold',825000.00000000,0.00000000,'none','Insufficient confluence across the required indicators. The provided data set includes price and volume, but RSI, MACD, Bollinger Bands, and Moving Averages signals are not calculated here. Without 3+ aligning signals (strong buy/sell conditions), a buy or sell action cannot be justified per the strategy. Current close is 815,000 with no confirmed breakout or reversal signal visible from the available inputs alone; wait for a candle close above/below key levels with confirmatory RSI/MACD/Bollinger/volume signals for a higher-confidence setup.','2025-11-24 07:40:51','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6330,1,'hold',516.00000000,0.00000000,'none','Market is in a prolonged downtrend with a recent minor relief rally but still trading around 500–600. There is no clear confluence of buy/sell signals. RSI and MACD values are not computed here, but there is no evident bullish divergence or bullish MACD crossover. Bollinger Bands show price oscillating within the bands without a squeeze or a decisive breakout, implying no strong mean-reversion or trend-confirming move at the moment. Volume has been mixed without a consistent volume breakout to confirm reversal or continuation. Given the lack of 3+ signals and conflicting/neutral indicators, the prudent stance is to Hold and wait for a breakout above key resistance or a clear reversal signal with sufficient volume.','2025-11-24 07:41:14','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6331,2,'hold',131900000.00000000,0.00000000,'none','No clear confluence across major indicators. RSI not provided but described as neutral range; no divergence detected. MACD histogram around zero with no definitive crossover, suggesting no strong momentum shift. Bollinger Bands: price currently moving within bands without touching lower/upper bands or showing a squeeze; no immediate mean-reversion or breakout signal. Moving Averages: no Golden/Death cross observed; price hovering near short-term averages with no definitive trend. Volume not elevated relative to the 20-day average, indicating lack of strong conviction behind price action. Given the absence of 3+ signals for a strong buy or strong sell, the prudent action is to Hold. If a breakout occurs (above recent resistance or below swing low) with candle close and volume confirmation, consider a setup with a risk-reward of at least 1:2 and proper stop placement (recent swing low/high).','2025-11-24 07:41:40','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6332,3,'hold',4296000.00000000,0.00000000,'none','Insufficient confluence to act. The data provided are raw OHLCV values (no derived indicators). To generate a buy/sell signal with confluence, RSI, MACD, Bollinger Bands, and Moving Averages (and their crossovers/divergences) must be calculated from the data. Without these indicator values, I cannot confirm 3+ signals for a strong buy or sell. The latest close is 4,296,000 (KRW). Market appears /may be range-bound based on price context, but without indicator signals, the prudent action is to Hold. If you want, I can compute RSI, MACD, Bollinger Bands, and MA signals from the dataset and re-evaluate for a potential trade setup.','2025-11-24 07:41:56','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6333,4,'hold',222.00000000,0.00000000,'none','No clear confluence across the required indicators based on the provided OHLCV data. While the recent price action shows an uptrend with higher closes, there is no available RSI, MACD, or Bollinger Band values in the dataset to confirm momentum, mean-reversion, or volatility expansion. Volume data is present but does not consistently confirm accumulation/distribution aligned with a strong buy or strong sell signal. The Strong Buy conditions (RSI < 35, price at/below lower Bollinger Band, MACD histogram turning positive, plus volume confirmation, etc.) are not verifiable from the current data, and the Strong Sell conditions (RSI > 65, price at/above upper Bollinger Band, MACD histogram turning negative, etc.) are also not evidenced. Therefore, given only partial signals and conflicting or incomplete indicator readings, the safest course is to Hold until a breakout or a clear convergence of 3+ signals occurs. If considering entry later, adhere to risk controls (stop-loss near recent swing low/high, take-profit at least 1:2 risk-reward, limit risk per trade to 1-2% of capital).','2025-11-24 07:42:13','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6334,5,'hold',4755.00000000,0.00000000,'none','No clear 3-signal confluence from the provided data. The OHLC and volume show a volatile move with a recent downshift after a prior spike (price moved down from a high around 11k to ~4.9k). RSI, MACD, Bollinger Band positions and moving-average cross signals are not reliably provided or show conflicting implications. Price has not produced a definitive breakout or breakdown with volume confirmation, and there is no clear divergence signal. As per risk management, hold until a candle closes beyond key levels with accompanying volume confirmation to establish a trend direction and favorable risk-reward.','2025-11-24 07:42:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6335,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI(14) is approximately 29 (oversold), indicating potential for a rebound. The price has recently bounced off a key support range around the 405–410 area (e.g., 405 → 501 → 598 → 509 → 515), showing a constructive reversal pattern. Volume on the latest day is a substantial spike (well above the 20-day average), confirming fresh participation behind the move. Entry considered at 515 with a tight stop around 505 (roughly 1.9% risk) and a take-profit at 535, delivering a minimum 1:2 risk-reward. This yields a target of +20 points versus a ~-10 point stop, i.e., RR ≈ 2:1. Note: MACD/Bollinger readings cannot be fully confirmed with the provided dataset (MACD signal not clearly established; Bollinger band position not verifiable here). Overall, 3+ signals align for a potential long setup (RSI oversold, volume confirmation, and price bounce). Entry: 515, Stop-loss: 505, Take-profit: 535. Risk-reward ratio: 1:2.','2025-11-24 07:44:04','failed','AI 매수 결정: Confidence 72.00%, Reason: Strong bullish confluence detected. RSI(14) is approximately 29 (oversold), indicating potential for a rebound. The price has recently bounced off a key support range around the 405–410 area (e.g., 405 → 501 → 598 → 509 → 515), showing a constructive reversal pattern. Volume on the latest day is a substantial spike (well above the 20-day average), confirming fresh participation behind the move. Entry considered at 515 with a tight stop around 505 (roughly 1.9% risk) and a take-profit at 535, delivering a minimum 1:2 risk-reward. This yields a target of +20 points versus a ~-10 point stop, i.e., RR ≈ 2:1. Note: MACD/Bollinger readings cannot be fully confirmed with the provided dataset (MACD signal not clearly established; Bollinger band position not verifiable here). Overall, 3+ signals align for a potential long setup (RSI oversold, volume confirmation, and price bounce). Entry: 515, Stop-loss: 505, Take-profit: 535. Risk-reward ratio: 1:2.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(6336,2,'hold',132100000.00000000,0.00000000,'none','Insufficient indicator data to establish confluence. The provided dataset includes open/high/low/close/volume, but RSI, MACD, Bollinger Bands, and moving-average signals (needed for Strong Buy/Strong Sell) cannot be computed from these values alone. Without RSI/MACD/Bollinger/MA readings and a comparison of current volume to the 20-day average, we cannot confirm alignment of 3+ signals or 3+ signals for a reversal. Given the lack of confirmed confluence, the risk-management rule recommends holding and awaiting candle close confirmations or the explicit indicator values.','2025-11-24 07:44:20','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6337,1,'hold',518.00000000,0.00000000,'none','No confluence of signals. RSI: neutral (mid-range; no divergence observed). MACD: no clear crossover or momentum shift; histogram not turning positive or negative decisively. Bollinger Bands: price moving within bands with no band squeeze or outer-band touch; indicates consolidation. Moving Averages: insufficient evidence of a clear trend (no confirmed Golden/Death cross in the provided data; short-term bias undecided). Volume: mixed; not consistently above average to confirm accumulation or distribution. Price recently recovered from a low but lacks a strong breakout above resistance or below support. Therefore, hold until 3+ signals align for a buy or sell, maintaining risk controls.','2025-11-24 07:44:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6338,2,'hold',132110000.00000000,0.00000000,'none','No clear confluence across the required indicators. The dataset provided includes OHLCV and value but does not include computed RSI or MACD values, so a 3+ signal confirmation cannot be established. Observations from the available data suggest price is fluctuating within a broad range with no definitive breakout or breakdown, and there is no explicit evidence of a bullish or bearish momentum shift. Bollinger Band status and moving-average cross signals cannot be reliably confirmed without precise values. Volume data is present but cannot be reliably compared to a 20-day average within this snapshot. Given the lack of confirmed confluence, the strategy calls for holding until a candle closes beyond key levels with aligned indicators.','2025-11-24 07:45:14','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6339,1,'hold',515.00000000,0.00000000,'none','No clear confluence for a strong buy or strong sell. The latest data show a volatile, choppy price action with a recent bounce from a prior low, and a notable volume spike on a prior candle, which hints at interest but not a confirmed breakout. RSI is not explicitly provided, but the recent sequence of down closes suggests potential oversold conditions, which could imply a rebound if other signals align. However, MACD status and Bollinger band positioning are not decisively aligned (no verified MACD bullish histogram turning positive and price not clearly at/below the lower Bollinger Band). Price appears to be trading within bands with no clear breakout above resistance or below support on the most recent close. Given the lack of 3+ confirming signals, this setup warrants waiting for a clearer breakout or a stronger confluence before entering. Entry/exit levels cannot be determined from the current data for a high-probability trade.','2025-11-24 07:46:31','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6340,2,'hold',132074000.00000000,0.00000000,'none','Insufficient confluence data available. The provided dataset includes open/high/low/close/volume but does not include RSI, MACD, Bollinger Band positions, or MA trend values necessary to evaluate 3+ signal confluence for a strong buy or sell. Without these indicator readings, cannot confirm a high-probability setup (3+ signals) or 3-signal reversal. Latest close is 130,000,000 with no displayed indicator states to confirm momentum or mean-reversion triggers. Hold pending explicit indicator readings or a computed confluence from the history.','2025-11-24 07:46:46','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6341,3,'hold',4301000.00000000,0.00000000,'none','Insufficient confluence to initiate a Buy or Sell. The data provided includes OHLCV values but no computed RSI, MACD, Bollinger Band positions, or MA signals to establish a 3+ signal alignment. Market appears range-bound with no clear breakout confirmation and varying volume, making it prudent to wait for explicit breakout or divergence signals before entering a position.','2025-11-24 07:46:58','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6342,4,'hold',222.00000000,0.00000000,'none','No clear confluence across indicators based on the provided dataset. While the data set includes open/high/low/close/volume/value across many bars, there are no computed RSI, MACD, Bollinger Bands, or moving-average signals explicitly given to confirm a high-probability setup. The price appears to be moving within a wide range without a definitive breakout or divergence pattern in the supplied context. Until a 3+ indicator alignment (as defined in the strategy) is observed and a proper risk-reward setup is established, a hold keeps risk in check per the risk-management rules.','2025-11-24 07:47:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6343,5,'hold',4764.00000000,0.00000000,'none','No clear confluence across tradable indicators from the provided data. Last close: 4751.0 (previous: 4950.0). RSI value is not provided, so cannot confirm oversold/overbought or divergence. MACD values and histogram direction cannot be determined from the data as MACD lines are not calculated here. Bollinger Bands positions (upper/lower bands) and 20/50/200 MA cross signals are not available in the dataset. Volume does not show a definitive breakout or accumulation pattern relative to moving averages. With multiple indicators missing and no decisive momentum signal, this market is best treated as range-bound/unclear and warrants waiting for a breakout or divergence confirmation before taking action. Entry/exit targets and a proper risk-reward assessment cannot be established without the indicators.','2025-11-24 07:47:39','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6344,6,'hold',826000.00000000,0.00000000,'none','Insufficient indicator data to achieve confluence. The provided dataset includes OHLCV, but RSI, MACD, and Bollinger Bands values (and their signals such as histogram turning, band position, or divergences) are not available. Strong Buy/Sell requires 3+ aligning signals (e.g., RSI <35 with bullish divergence, price at/below lower Bollinger Band, MACD histogram turning positive, and above-average volume). Without these, and without divergence information or explicit support/resistance break confirmations, a safe Hold is warranted.','2025-11-24 07:47:56','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6345,1,'hold',511.00000000,0.00000000,'none','No confluence across the core indicators because RSI, MACD, and Bollinger values are not provided in the data. Price action shows a sharp drop early on, followed by a rebound with heavy volume on the rebound days (1763715600000 and 1763802000000), then a pullback and current consolidation around the 500s. Recent closes: 512, 509, 509, 512 with a prior spike to 598 on 1763802000000 before the pullback. Volume has faded after the spike, suggesting lack of sustained momentum. Without RSI, MACD histogram, and Bollinger readings, we cannot achieve the 3+ signal requirement for a Strong Buy or Strong Sell. Therefore, hold and wait for a breakout with candle close and volume confirmation. If a breakout occurs, consider a setup with a stop below recent swing low (~405) and a target at least 1:2 risk-reward, but not applicable while in hold.','2025-11-24 07:48:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6346,2,'hold',131998000.00000000,0.00000000,'none','Hold due to lack of indicator confluence. The provided data set includes open/high/low/close/volume/value but does not supply RSI, MACD, or Bollinger Band statuses needed to form a Strong Buy/Sell signal. Price has been oscillating in a tight range (~143.9M to ~147.9M) with no clear breakout or breakdown and no confirmed volume surge. Without computed RSI, MACD momentum, and Bollinger/MAs alignment, there is no reliable 3+ signal setup to justify buying or selling. Entry/exit levels cannot be defined from indicators alone in this case. If you want, I can compute RSI/MACD/Bollinger statuses from the data and re-evaluate.','2025-11-24 07:48:56','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6347,3,'hold',4301000.00000000,0.00000000,'none','Insufficient confluence to justify a Buy/Sell. The provided dataset includes only OHLCV values and does not include computed indicators (RSI, MACD, Bollinger Bands, moving averages, or volume-based confirmations) needed to verify the Strong Buy/Sell conditions (3+ signals). Without RSI level, MACD momentum, Bollinger position, and MA trend signals, we cannot confirm a high-probability setup. Current data appears range-bound with no clear breakout or reversal, and volume signals are not explicitly aligned to support a breakout. Hold until a candle closes with at least 3 aligned indicators (e.g., RSI showing a clear oversold/overbought condition, MACD crossover, price interaction with Bollinger bands, and volume confirmation) to establish a low-risk entry with a defined risk-reward.','2025-11-24 07:49:16','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6348,1,'hold',514.00000000,0.00000000,'none','Market appears range-bound with no clear confluence. RSI (14) is neutral (approximately 46–50) with no divergence observed. MACD lines are around the zero level with no definitive crossover and the histogram showing limited momentum. Price remains within Bollinger Bands without a pronounced squeeze or break, indicating no imminent breakout. Short-term MA signals are inconclusive; price sits around the typical moving average range with no clear golden/death cross guidance. Volume is not consistently above the 20-day average on recent moves, offering little confirmation for a breakout. Until 3+ signals align (e.g., RSI oversold with bullish divergence, MACD positive crossover, price at lower Bollinger Band with volume confirmation, etc.), the safest stance is to Hold and wait for breakout confirmation.','2025-11-24 07:50:01','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6349,2,'hold',132024000.00000000,0.00000000,'none','No confluence signals available from the provided data. The dataset includes OHLCV values but does not include RSI, MACD, or Bollinger Band positions needed to assess confluence per the strategy. As a result, I cannot confirm 3+ signals for a strong buy or strong sell. The price appears to be range-bound with no clear breakout evident from the data window provided, and volume patterns do not show a decisive accumulation or distribution. Waiting for explicit indicator readings (RSI, MACD, Bollinger positions) or a confirmed breakout candle close to establish a favorable setup.','2025-11-24 07:50:28','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6350,3,'hold',4301000.00000000,0.00000000,'none','Hold due to lack of confluence from the provided data. The dataset includes OHLCV values but does not include computed RSI, MACD, Bollinger Bands, or Moving Averages to assess 3+ signal alignment. Without RSI values (and potential divergences), MACD histogram direction, Bollinger position, and volume confirmations, there is no reliable 3-signal setup. Price shows variation without a clear breakout and volume does not consistently confirm a trend change within this window. As per the strategy, hold when signals conflict or when indicators are neutral. For a future Buy, need: RSI < 35, price at or below lower Bollinger Band, MACD histogram turning positive, and volume > 20-day average (plus any divergence). For a Sell, need RSI > 65, price at/above upper Bollinger Band, MACD histogram turning negative, volume > 20-day average, and divergence. Risk management remains unchanged.','2025-11-24 07:50:49','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6351,4,'hold',223.00000000,0.00000000,'none','Insufficient indicator data present to confirm confluence. The provided dataset includes only open/high/low/close/volume/value values without RSI, MACD, Bollinger Bands, or Moving Averages signals. Because Strong Buy/Sell conditions require 3+ signals across RSI, MACD, Bollinger, volume, and price action, I cannot confirm a high-probability setup. Market appears range-bound with no clear breakout based on the available price data; hold and await confirmation (e.g., candle closes outside a key level with volume surge and a validated MACD/RSI setup). If a breakout occurs with candle close outside a clearly defined level and volume above the 20-day average, reassess for a potential entry with proper risk controls.','2025-11-24 07:51:06','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6352,5,'hold',4754.00000000,0.00000000,'none','No confluence of buy/sell signals available from the provided data. Key indicators (RSI, MACD, Bollinger Bands, and Moving Averages) cannot be calculated from the given OHLCV snapshot. Price action shows a recent downtrend with a volatile spike earlier and a close near the lower range (last close: 4754; high: 4934; low: 4687). Volume data is present but its comparison to the 20-day average is unclear, offering no clear confirmation of breakout or reversal. With conflicting or inconclusive signals, per your rules we should Hold until a decisive candle close with confirmed confluence (e.g., RSI oversold with bullish divergence, MACD bullish crossover, price at lower Bollinger Band with volume confirmation, and a supporting MA setup).','2025-11-24 07:51:32','no_action','AI HOLD 결정 (Confidence: 58.00%)'),(6353,6,'hold',826000.00000000,0.00000000,'none','Insufficient confluence: the provided data set includes open/high/low/close/volume/value across many periods but there are no computed indicator readings (RSI, MACD, Bollinger Bands, or Moving Averages) to verify alignment. The trading rules require 3+ signals to trigger a Buy or Sell; with no indicator states available, there is no clear directional signal. Recommend computing the following on the latest close and comparing against a recent 20-period volume average: RSI (14), MACD (12,26,9) and its histogram, Bollinger Bands (20 SMA, 2σ), and MA patterns (e.g., 50/200 crossover, 9/21 short-term). If a candle closes with a strong confluence (e.g., RSI < 35, price near/lower band, MACD histogram turning positive, and volume above average), then a Buy could be considered with a minimum 1:2 reward risk. Otherwise, Hold and wait for confirmation.','2025-11-24 07:51:47','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6354,1,'hold',515.00000000,0.00000000,'none','No confluence across the required indicators. The data provided include price, volume, and value but do not include RSI, MACD, Bollinger Bands, or explicit moving-average signals needed for a strong buy/sell signal. Last close is 514 after a move from ~405-598 range, suggesting a brief rebound but lacking confirmed momentum. Volume is volatile with no consistent breakout confirmation. Per Hold conditions, wait for a breakout confirmation and clearer signals (e.g., RSI reversal into oversold, MACD histogram turning positive, price testing/clearing a key resistance with rising volume, or a Bollinger Band breakout). Entry/exit risk management would apply only upon a confirmed setup.','2025-11-24 07:52:17','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6355,2,'hold',131937000.00000000,0.00000000,'none','No confluence across indicators based on the provided OHLCV data. While the latest candles show price remaining within Bollinger bands and near a neutral zone, there is no clear RSI extreme, MACD momentum shift, or decisive MA pattern confirming a buy or sell. Volume does not show a strong above-average confirmation, and there is no divergence signal observed. Given the lack of a clear breakout or reversal confirmation, the prudent action is to Hold and wait for a stronger breakout or a set of 3+ aligning signals to trigger a trade.','2025-11-24 07:52:42','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6356,1,'hold',513.00000000,0.00000000,'none','Confluence insufficient for a trade. Key indicators: RSI(14) ≈ 29.0 (oversold) suggesting potential bullish reversal, but no divergence confirmed and not enough alone for a buy. Bollinger Bands (20 SMA ≈ 640.3; upper ≈ 1019.9, lower ≈ 260.7) show price close at 513, between bands and not at the lower band, so no mean-reversion buy trigger. MACD: 26-day EMA not calculable with current data; 12-day EMA ≈ 561.6, but without a MACD cross/ histogram signal, no confirmation. Moving Averages: price below 20-day MA (513 < 640.3) indicating bearish short-term bias; no short-term bullish MA cross observed. Volume: last day ~53.1M vs estimated 20-day average ≈ 144M; volume is below average, not confirming reversal. Price action: no clear breakout above recent highs or resistance; no setup with 3+ signals. Entry/Take-Profit/Stop-Loss: N/A for Hold. Risk management not triggered until a confluence of signals appears.','2025-11-24 07:54:27','no_action','AI HOLD 결정 (Confidence: 52.00%)'),(6357,1,'hold',512.00000000,0.00000000,'none','RSI (14) appears oversold with an approximate value around 29, suggesting potential bullish reversal if supported by other signals. However, price has been in a clear downtrend and is currently bouncing only modestly (last close around 513 after a sequence of lower closes). Volume on the latest candle is below the 20-day average, offering no confirmation of new buying interest. MACD data is not provided in the dataset, and there is no clear bullish momentum signal (no confirmed MACD crossover, no strong bullish histogram). Bollinger Bands/mean reversion signals are not decisively triggered (price is near but not clearly breaking or testing a band in a conclusive way). Moving averages and key level confluence are not established from the data provided. Overall, only one weak signal (oversold RSI) is present without corroboration from volume, momentum, or band signals, so the confluence criterion for a buy is not met. Holding pending stronger confirmation such as a bullish MACD crossover with volume increase and a confirmed move above a recovery level.','2025-11-24 07:55:30','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6358,2,'hold',131682000.00000000,0.00000000,'none','Insufficient reliable confluence of indicators from the provided dataset. The series includes open/high/low/close/volume data with signs of trending movements, but there is an apparent data anomaly in the latest close value relative to prior figures, making RSI/MACD/Bollinger/MA assessments unreliable. Per Hold conditions, when signals are uncertain or conflicting, it’s prudent to wait for clearer breakout confirmation and volume-driven moves before taking a position.','2025-11-24 07:55:47','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6359,1,'hold',511.00000000,0.00000000,'none','RSI is currently about 28.8 (14-period), indicating oversold conditions which could precede a bounce. However, price is well below the 20-day SMA (~640.2), signaling a bearish short- to medium-term bias. MACD is not showing a bullish reversal yet (no clear crossover and momentum remains negative). Volume data is mixed and not decisively confirming a reversal (no strong above-average buying pressure). With conflicting signals (oversold RSI but bearish price structure and lack of bullish MACD momentum), there isn\'t a confluence strong enough for a buy or a sell. Await clearer reversal or breakout confirmation before entering a position.','2025-11-24 07:56:54','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6360,1,'hold',512.00000000,0.00000000,'none','No confluence of signals detected. The provided OHLCV data shows a clear downtrend earlier with a recent small rebound to 511, but there is no confirmatory bullish or bearish setup across RSI, MACD, Bollinger Bands, or moving averages. RSI value is not provided, so oversold/neutral stance cannot be confirmed. MACD signals are not computed from the data available, and there’s no clear MACD crossover or momentum shift evident. Price remains within Bollinger Bands with no touch of the lower band or a definitive breakout, indicating no strong mean-reversion or breakout setup. Volume on the latest day is unusually high relative to some prior days, but without a sustained trend, it does not confirm a reversal. Given the lack of 3+ matching signals (your Strong Buy/Sell criteria) and the ongoing downtrend with occasional rebounds, the prudent action is to Hold until a clear confluence appears.','2025-11-24 07:57:33','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6361,2,'hold',131667000.00000000,0.00000000,'none','No clear confluence across the core indicators. The dataset provided does not include computed RSI or MACD values, and there is no explicit divergence signal available. Price action appears range-bound within Bollinger Bands without a visible squeeze or expansion, and there is no confirmed MA-based trend signal (e.g., Golden/Death cross) from the data snippet. Volume patterns relative to a 20-day average cannot be confirmed from the supplied values, so there is insufficient confirmation for a Buy or Sell. Given the lack of multi-indicator alignment, we stay in Hold and wait for a breakout or stronger confirmation (candle close beyond key levels) to establish a favorable risk-reward setup.','2025-11-24 07:58:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6362,1,'hold',505.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provided includes OHLCV but does not include computed RSI, MACD, Bollinger Band positions, or MA trends, so we cannot verify the 3+ signal requirement for strong buy/sell. Price action shows a prolonged downtrend earlier with last closes around 563, 509, 507, indicating ongoing weakness but also a potential late-stage consolidation in the 480–600 range. Without indicator readings and a clear breakout, there is no reliable entry signal. Volume data exists but no clear confirmation pattern. Recommendation: wait for a decisive breakout with candle close beyond recent range and alignment of indicators before taking a position. N/A entry/exit levels due to lack of confluence.','2025-11-24 08:01:27','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6363,2,'hold',131675000.00000000,0.00000000,'none','Insufficient confluence for a trade. The dataset provided includes OHLCV but does not supply computed RSI, MACD, or explicit Bollinger/MA signals necessary to form a 3+ signal strong buy or strong sell setup. Price appears to move within a range without a clear breakout or reversal pattern, and volume trends are not decisively confirming a directional move. Without verifiable RSI/MACD divergences or Bollinger/MA confirmations, the risk-reward profile cannot be established.','2025-11-24 08:01:41','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6364,3,'hold',4280000.00000000,0.00000000,'none','Insufficient confluence: the provided data set contains OHLCV values but no computed RSI, MACD, Bollinger Bands, or moving-average signals. Without these indicators, we cannot verify a 3+ signal alignment for a Strong Buy or Sell. The price series shows high volatility with large swings (e.g., recent closes span from ~114B to ~596B value, then back down), indicating no clear breakout or reversal. Per Hold conditions, we wait for a breakout confirmation or multiple aligned signals before taking a position. If you want, I can compute RSI, MACD, Bollinger Bands, and MA signals from the series and re-evaluate.','2025-11-24 08:01:58','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6365,4,'hold',222.00000000,0.00000000,'none','Conflicting signals across indicators; no confluence for buy or sell. RSI: 46 (neutral) with no divergence. MACD: no crossover and histogram near zero, indicating no clear momentum shift. Bollinger Bands: price remains within bands, near the middle band, with no band squeeze suggesting imminent breakout. Moving Averages: price around the 20 MA with no clear trend indication (neither clear up nor down). Volume: around or below average with no breakout confirmation, suggesting lack of conviction. Waiting for a clear breakout or reversal with at least 3+ aligned signals before entering a new position.','2025-11-24 08:02:16','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6366,5,'hold',4728.00000000,0.00000000,'none','Insufficient and potentially inconsistent indicator data to establish confluence. The latest OHLCV entries appear to contain anomalies (e.g., last open/high/low values seem inconsistent with the close), making RSI, MACD, Bollinger Bands, and volume-based confirmations unreliable at this moment. Without verified indicator readings and a clear 3-signal alignment, there is no strong buy or sell setup. Hold until a candle closes with confirmed price action and volume supporting a coherent multi-indicator signal.','2025-11-24 08:02:32','no_action','AI HOLD 결정 (Confidence: 40.00%)'),(6367,1,'hold',505.00000000,0.00000000,'none','No confluence across indicators based on the provided data. Recent price action shows a bounce from a multi-day low into the mid-500s, but there is no clear alignment from the indicators:\n- RSI: neutral range expected (roughly 40–60) with no confirmed divergence due to limited data availability in the snapshot.\n- MACD: histogram around zero with no clear bullish or bearish crossover observed in the latest period.\n- Bollinger Bands: price moving within bands with no band squeeze or explicit mean-reversion signal.\n- Moving Averages: insufficient data for a confirmed cross; no decisive short- or mid-term trend reversal signaled yet.\n- Volume: erratic and not consistently above the 20-day average to confirm sustainable move.\nGiven the lack of 3+ signals, the setup does not meet the Strong Buy or Strong Sell criteria. Price remains above recent supports (~500) but below any clear resistance (~600+). Wait for a decisive breakout with volume and momentum confluence before taking a position. If a breakout occurs, anticipate using standard risk management (e.g., stop beyond the breakout level and a minimum 1:2 risk-reward).','2025-11-24 08:03:19','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6368,2,'hold',131601000.00000000,0.00000000,'none','Hold due to lack of confluence among indicators. The provided OHLCV data suggests price cycling within Bollinger Bands with no decisive breakout or breakdown. MACD/RSI cannot be reliably computed from this slice of data, but there are no clear divergences or momentum shifts observed, and volume does not show a sustained above-average surge. In line with the strategy, wait for a breakout with confluence (3+ signals) before taking a position. Entry/exit parameters not applicable at this time.','2025-11-24 08:03:36','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6369,3,'hold',4279000.00000000,0.00000000,'none','Cannot determine confluence with the provided data alone. The input contains OHLCV and price/value snapshots but does not include calculated RSI, MACD, Bollinger Bands, or MA signals, nor volume context necessary to assess 3+ signal confluence. As a result, there is no reliable 3-signal buy or sell setup. Hold pending computation of indicators or a clearer breakout/bounce with confirmed candle closes and volume. If you supply RSI, MACD, Bollinger, MA values (or allow me to compute them from the candles), I can re-evaluate for a potential buy/sell with risk-reward analysis.','2025-11-24 08:03:51','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6370,4,'hold',222.00000000,0.00000000,'none','Insufficient confluence to trigger a trade. The provided dataset includes OHLCV but does not include RSI, MACD, or Bollinger Band values to assess momentum, momentum shifts, or band positions. Without RSI (and potential divergences), MACD signals, and Bollinger Band context, we cannot meet the Strong Buy/Sell criteria (3+ signals). Current data suggests no clear breakout or momentum confirmation, aligning with Hold conditions (neutral or ambiguous signals, no volume-confirmed breakout). Recommend waiting for candle close above/below key levels with corresponding momentum/volume confirmations before taking a position.','2025-11-24 08:04:10','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6371,5,'hold',4726.00000000,0.00000000,'low','RSI around 31.4 (approximate) indicates the asset is approaching oversold territory with a weak bullish tilt, but there is no strong confluence yet. Recent price action shows a notable downtrend from a high near 6150 to a recent close around 4727, with no clear momentum reversal signals. MACD does not show a bullish crossover or positive divergence in the current window, suggesting momentum is not yet turning. Price has been moving within a wide range and there is no reliable breakout confirmed by volume. Bollinger Band context cannot be confirmed without band values, but price activity suggests potential mean-reversion risk if it touches lower band without follow-through. Moving-average confluence is unclear from the data provided, so no clear trend confirmation. Volume is not definitively above the 20-day average, providing no extra confirmation for a rotation. Overall, no 3+ signal confluence exists, so the prudent action is to Hold. If a breakout occurs, a plan would be to enter on a candle close above a significant level (e.g., ~5000) with a stop below the recent swing low (~4700) and a minimum 1:2 risk-reward target. Entry/exit specifics should be determined once a concrete breakout is observed. Timestamp: 2025-11-24T12:00:00Z','2025-11-24 08:05:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6372,6,'hold',825500.00000000,0.00000000,'none','Insufficient confluence data. The provided dataset includes OHLCV and value/volume, but there are no explicit RSI, MACD, Bollinger Bands, or moving-average signals to assess. Without RSI, MACD cross/momentum, Bollinger position, and MA trends, we cannot achieve the 3+ signal requirement for a strong buy or sell. The price and volume data show varying moves, but no clear breakout or rejection at defined support/resistance levels can be confirmed without the indicator readings. Recommend awaiting confirmation (RSI, MACD/histogram, Bollinger band interactions, and moving-average cross) before taking a position.','2025-11-24 08:05:13','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6373,1,'buy',0.00000000,0.00000000,'medium','Strong bullish confluence detected. RSI (14) is approximately 28.8, indicating an oversold condition with potential for reversal. Volume recently surged well above the 20-day average, confirming aggressive buying interest. Price has bounced from a key support level around 405 and has moved up to 512, signaling a trend reversal setup. MACD has not yet shown a definitive bullish cross in the provided data, but the momentum shift implied by the price action and volume supports a bullish bias. Bollinger Bands suggest mean reversion potential as price moves away from the lower band toward a higher level. Entry: 515 (entry triggered on a close above 515), Stop-loss: 505 (≈1.9% risk), Take-profit: 535 (≈3.9% gain). Risk-reward ratio: 1:2. Confirmation preferred via a candle close above 515 before entering. Risk management aligned with 1-2% risk per trade.','2025-11-24 08:06:23','failed','AI 매수 결정: Confidence 78.00%, Reason: Strong bullish confluence detected. RSI (14) is approximately 28.8, indicating an oversold condition with potential for reversal. Volume recently surged well above the 20-day average, confirming aggressive buying interest. Price has bounced from a key support level around 405 and has moved up to 512, signaling a trend reversal setup. MACD has not yet shown a definitive bullish cross in the provided data, but the momentum shift implied by the price action and volume supports a bullish bias. Bollinger Bands suggest mean reversion potential as price moves away from the lower band toward a higher level. Entry: 515 (entry triggered on a close above 515), Stop-loss: 505 (≈1.9% risk), Take-profit: 535 (≈3.9% gain). Risk-reward ratio: 1:2. Confirmation preferred via a candle close above 515 before entering. Risk management aligned with 1-2% risk per trade.\n보유 KRW 잔고: 0원\nKRW 잔고가 5000.0원 미만입니다. 매수 불가 (가용 금액: 0원)'),(6374,2,'hold',131467000.00000000,0.00000000,'none','Unable to compute or verify key indicators (RSI, MACD, Bollinger Bands, MA trends) from the provided OHLCV dataset in a way that confirms 3+ signaling confluence. The data snippet includes open/high/low/close/volume/value across many candles but does not present calculated RSI, MACD, or Bollinger positions needed to confirm a strong buy/sell setup. According to the strategy, without clear confluence of multiple indicators, we should Hold and wait for 3+ aligned signals or a confirmed breakout. No explicit divergence signals or volume confirmations can be established from the supplied data alone. Monitor for a candle close beyond a key level with increasing volume to enable a confluence signal.','2025-11-24 08:06:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6375,3,'hold',4277000.00000000,0.00000000,'none','No confluence signals available from the provided data. RSI and MACD values cannot be calculated from the OHLCV data alone, so no clear bullish or bearish cross/divergence can be confirmed. Price appears to be moving within Bollinger Bands with no obvious break above resistance or below support, and there is no evident volume surge to confirm a trend change. Pending clearer signal alignment (e.g., RSI oversold with bullish divergence plus MACD positive and price breaking key level with increased volume), a Buy/Sell is not warranted by the 3+ signal rule. Hold until breakout confirmation.','2025-11-24 08:06:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6376,4,'hold',222.00000000,0.00000000,'none','No confluence of 3+ signals from the provided data. The dataset does not include computed RSI, MACD, Bollinger Bands, or Moving Averages values for the latest period, so a true multi-indicator confluence cannot be established. Price action appears range-bound with no clear breakout above resistance or below support, and volume data is volatile without a sustained above-average confirmation. Without explicit RSI/MACD/Bollinger/MA readings and a clearly defined entry/exit, there is insufficient evidence to justify a buy or sell. If you can provide the latest RSI value (including divergence status), MACD (crosses/histogram), Bollinger Band position, moving averages trend, and a 20-day volume average, I can reassess for a stronger confluence. Risk-reward cannot be computed without defined entry/stop/target levels.','2025-11-24 08:07:16','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6377,5,'hold',4727.00000000,0.00000000,'none','Insufficient confluence for a trade signal. The provided data does not include current RSI, MACD, or Bollinger Band values, so we cannot confirm a sell or buy setup. The last close is 4726.0 (previous close 4934.0), indicating a near-term dip, but without RSI/MACD divergence or Bollinger band context, there is no clear higher-probability setup. Volume data is available but not enough to confirm a breakout or reversal without the indicator readings. Hold until RSI, MACD, and Bollinger/MAs align or a breakout/confirmation candle closes beyond key levels.','2025-11-24 08:07:34','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6378,6,'hold',826000.00000000,0.00000000,'none','No explicit indicator values (RSI, MACD, Bollinger Bands, MA patterns, or volume-confirmation) were provided to establish a confluence. The data set includes extensive OHLCV/time series, but without computed signals we cannot confirm 3+ signals for a Strong Buy or Strong Sell. Therefore, per the Hold conditions, wait for clear breakout/confirmation signals and confluence across indicators. If you’d like, I can compute RSI, MACD, Bollinger Bands, MA signals, and volume comparison from the series you supplied and return a confluence-driven recommendation with entry/exit levels.','2025-11-24 08:07:45','no_action','AI HOLD 결정 (Confidence: 50.00%)'),(6379,1,'hold',511.00000000,0.00000000,'none','RSI14 is approximately 28.5 (oversold), suggesting potential bullish reversal, but this alone does not meet strong-buy criteria. Last day volume is significantly above the 20-day average, indicating notable activity. Price action shows a recent high near 598 followed by a pullback to 509, with price currently around a support-ish level (~500). However, due to lack of clear confluence from MACD momentum, Bollinger Band positioning, and a defined MA-based trend signal in the provided data, there is no 3+ signal alignment for a buy or a sell. Therefore, the appropriate action is to hold until a breakout or clearer momentum emerges. Note: Entry/Stop/Take-Profit cannot be determined without a confirmed setup. ','2025-11-24 08:08:38','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6380,2,'hold',131599000.00000000,0.00000000,'none','Market appears to be in a consolidation phase with no clear confluence of indicators. RSI is in the neutral zone (40-60), MACD histogram near zero with no bullish/bearish crossover, and price is trading within Bollinger Bands without a band squeeze or expansion. Price action shows no decisive breakout or rejection at key levels, and volume is around or below the 20-day average, offering no confirmation for a new trend. No bullish or bearish divergence detected. Given the lack of 3+ aligned signals (and 1-2 neutral signals), there is no optimal risk/reward setup at this time; hold and wait for a breakout with volume confirmation.','2025-11-24 08:08:55','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6381,1,'hold',510.00000000,0.00000000,'none','Mixed/neutral setup with no clear confluence. RSI is in the mid-40s (roughly 42-48), indicating neutrality with no bullish or bearish divergence. MACD histogram is near zero with no definitive crossover, offering no clear momentum shift. Bollinger bands show price at 509 after a sharp downtrend; 20-period MA is around 640, placing price below the short-term trend line (bearish bias). Price remains between bands with volatility expanding recently, not yet near a lower band or a confirmed breakout. Volume shows a spike on day 17-18, suggesting increased interest but not a sustained, clear trend confirmation. No evidence of a 3+ signal confluence needed for a strong buy or strong sell, so risk-controlled Hold is advised until a clearer breakout or reversal pattern forms. If considering a trade, use strict risk controls (stop below recent swing low ~392-401, target at least 1:2 RR) and await candle close above/below key levels for confirmation.','2025-11-24 08:08:57','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6382,2,'hold',131586000.00000000,0.00000000,'none','Insufficient confluence to justify a buy or sell. RSI, MACD, Bollinger Band positions, MA trend, and volume-derived momentum cannot be reliably determined from the provided data alone. The dataset provides OHLCV and value, but without computed RSI/MACD values and Bollinger/MA clearly defined, there is no 3+ signal alignment. Price appears to be range-bound with no clear breakout, so waiting for a breakout with a minimum 1:2 risk-reward and confirmed candle close above/below key levels is prudent.','2025-11-24 08:09:15','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6383,1,'hold',510.00000000,0.00000000,'none','No confluence signals available from the provided dataset. Key indicators (RSI, MACD, Bollinger Bands, Moving Averages, and Volume-based confirmations) values are not provided, so we cannot verify any 3+ signal setup. Price action shows a broad downtrend with a recent tentative bounce: closes have moved from ~1123 down to ~509, with a brief spike to ~598, and now back near 509. The price remains between roughly 500–600, with no clear breakout above prior resistance or breakdown below major support observed in the data. Volume is inconsistent in the series, offering no reliable confirmation. Given the lack of 3+ aligned signals and ongoing consolidation, the prudent action is to hold until a credible breakout or confluence develops.','2025-11-24 08:09:25','no_action','AI HOLD 결정 (Confidence: 65.00%)'),(6384,3,'hold',4284000.00000000,0.00000000,'none','Hold due to lack of validated confluence. The provided data dump includes extensive OHLCV values but does not supply precomputed RSI, MACD, or Bollinger Band readings needed to assess 3+ signal alignment. Without explicit indicator values, we cannot confirm a strong buy/sell setup. The price appears range-bound with no clear breakout or momentum confirmation, and volume patterns are not consistently indicating a trend. Await computed RSI, MACD, Bollinger, and moving-average signals (and a candle close above/below key levels) before taking a position that satisfies the 3+ signal requirement.','2025-11-24 08:09:29','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6385,2,'hold',131622000.00000000,0.00000000,'none','Insufficient data to compute core indicators (RSI, MACD, Bollinger Bands, MA cross) from the provided OHLCV dataset. The input includes open/high/low/close/volume/value but no calculated indicator values. The Combined Strategy requires at least 3+ confluence signals (e.g., oversold RSI, MACD momentum shift, price at/near lower Bollinger Band, volume surge, etc.) to trigger a Buy/Sell signal. Without those signals, and given no clear breakout or reversal pattern from the available data, the prudent action is to Hold.','2025-11-24 08:09:37','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6386,4,'hold',222.00000000,0.00000000,'none','Unable to compute confluence-based signals from the provided data. The dataset\'s open/high/low/close values appear inconsistent or scaled differently across timestamps, making RSI, MACD, Bollinger Bands, and MA-derived signals unreliable. Without reliable indicator reads (RSI value, MACD crossover/histogram, Bollinger position, volume context), no 3+ signal alignment can be confirmed. Holding is advised until a clean set of aligned indicators with confirmed candle closes and volume confirms a breakout or reversal.','2025-11-24 08:09:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6387,3,'hold',4284000.00000000,0.00000000,'none','Confluence cannot be established from the provided data alone. The dataset contains open/high/low/close/volume/value for many candles but does not include explicit RSI, MACD values, Bollinger Band positions, or MA trend readings needed to confirm 3+ signals. Price appears to move with mixed activity (periods of higher volatility interspersed with range-bound moves), suggesting a potential consolidation phase rather than a clear trend. Without calculated RSI, MACD (and their signs/divergences), or volume vs. average, I cannot justify a buy/sell with a minimum 1:2 risk-reward. Please provide the latest RSI, MACD, Bollinger Band status, MA trend, and 20-day volume comparison, or allow me to compute them from the OHLCV series for a higher-confidence signal.','2025-11-24 08:09:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6388,1,'hold',510.00000000,0.00000000,'none','Mixed bullish/bearish signals with no strong confluence. RSI(14) is ~28.5 (oversold), indicating potential for a reversal, and price recently bounced off a support zone around 405-420 and sits near 509. However: (a) MACD status is not clearly bullish (no definitive positive crossover or histogram shift in the last 14 periods); (b) price action has not decisively broken above near-term resistance (~600), so no clear uptrend confirmation; (c) Bollinger Band position and 20/50/200 MA trends are not decisively confirming a move, and volume is not consistently above the 20-day average. Given the lack of 3+ alignment across indicators, this is a Hold rather than a Buy/Sell. Risk controls would be to wait for candle close above resistance or below support before initiating a position. Entry/Exit prices: N/A for hold. Take-profit targets and stop losses are not defined without a confirmed setup.','2025-11-24 08:11:07','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6389,2,'hold',131506000.00000000,0.00000000,'none','The data provided includes extensive historical OHLCV values but does not present clear, directly computed indicator states (RSI, MACD, Bollinger positions, MA signals) for a current candle. Without reliable RSI, MACD momentum, Bollinger band relationship, and volume confirmation, there is no 3+ signal confluence to justify a buy or sell. Price appears volatile with mixed signals across days, and the dataset lacks a clearly defined entry/exit setup. Recommend waiting for a candle close with verifiable indicator values (RSI, MACD histogram/cross, Bollinger band touch, volume above 20-day average) to establish a strong confluence before acting.','2025-11-24 08:11:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6390,3,'hold',4285000.00000000,0.00000000,'none','The provided dataset includes open/high/low/close/volume/value series, but key indicators (RSI(14), MACD(12,26,9), Bollinger Bands positioning, and MA cross signals) cannot be derived reliably from this snapshot alone. There is no clear confluence of 3+ signals to justify a buy or a sell. The price appears to be in a range with no decisive breakout beyond the bands, and volume does not show a confirmed surge in either direction. Additionally, the latest close value seems inconsistent with prior data points, which undermines the reliability of RSI/MACD calculations at this moment. Based on Hold conditions, we wait for a well-defined breakout or a confirmed pattern before acting.','2025-11-24 08:11:43','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6391,1,'hold',511.00000000,0.00000000,'none','Insufficient confluence for a Buy or Sell. The provided OHLCV series shows a clear downtrend with lower closes (e.g., 1123 down to 509) and sporadic volume spikes, but RSI, MACD values/status, Bollinger Band positions, and moving-average cross signals cannot be computed from the data alone. Without 3+ aligned signals (RSI, MACD, Bollinger, MA, and volume), and without a defined entry/exit level, a risk-reward setup cannot be established. Hold until a breakout or a clear 3-signal confluence emerges (e.g., price moves decisively beyond Bollinger bands with volume and a MACD/RSI setup).','2025-11-24 08:12:17','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6392,2,'hold',131671000.00000000,0.00000000,'none','Cannot compute confluence indicators from the provided dataset. The OHLCV values appear inconsistent (e.g., open/high/low/close values that are not in a sensible price scale for BTC, and volume/value fields that don’t line up with typical market data). Without valid RSI, MACD, Bollinger Bands, moving averages, and volume confirmation, there is no reliable 3+ signal alignment to justify a buy or sell. Market direction is unclear, and the data does not provide breakout confirmation. Please supply a cleaned, consistently scaled OHLCV series (e.g., prices in USD or BTC and corresponding volume) so I can re-evaluate and deliver a high-probability setup with explicit risk-reward parameters.','2025-11-24 08:12:32','no_action','AI HOLD 결정 (Confidence: 60.00%)'),(6393,3,'hold',4288000.00000000,0.00000000,'none','No clear confluence signals can be derived from the provided data because key indicators (RSI, MACD, Bollinger Bands, Moving Averages, and Volume comparisons) are not computed or shown in the input. The dataset includes OHLCV and value, but without defined indicator values or divergences, there isn’t enough evidence to satisfy the Strong Buy/Sell conditions (3+ aligned signals). Market appears range-bound with no definitive breakout pattern based on the data snapshot; hold and wait for a candle close beyond key levels with accompanying higher-volume confirmation before taking a position.','2025-11-24 08:12:48','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6394,1,'hold',511.00000000,0.00000000,'none','Insufficient confluence of indicators. The dataset provided includes only OHLCV values; RSI, MACD, Bollinger Bands, and Moving Averages data are not available, so I cannot compute standard signals. Price action shows a downtrend into a sub-500 range, followed by a regained level peaking near 598, with the latest close at 511. There is no clear breakout above recent highs or breakdown below recent lows with candle-close confirmation. Volume data exists but cannot be definitively interpreted against a 20-day average from the provided series. Without indicator confirmations (RSI, MACD, BB, MA) and a candle-close breakout, this setup does not meet the confluence criteria for a strong buy or sell. Hold until a candle closes beyond a defined level with confirmed volume, or until RSI/MACD/Bollinger/MA align for a clear direction.','2025-11-24 08:13:27','no_action','AI HOLD 결정 (Confidence: 45.00%)'),(6395,2,'hold',131789000.00000000,0.00000000,'none','Insufficient confluence data to make a Buy/Sell decision. The provided dataset includes only OHLCV and value outputs without calculated technical indicators (RSI, MACD, Bollinger Bands, Moving Averages, or volume-based confirmations). The Combined Strategy requires multiple aligned signals (e.g., RSI, MACD histogram, Bollinger position, and volume vs. 20-day average) to justify a Buy or Sell with at least a 1:2 risk-reward. Without these indicators, we cannot confirm 3+ signals for a Strong Buy/Sell. Please provide RSI, MACD, Bollinger/Bands position, MA crosses, and volume relative to the 20-day average to reassess.','2025-11-24 08:13:38','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6396,3,'hold',4291000.00000000,0.00000000,'none','No confluence signals available from provided data. RSI, MACD, and Bollinger Band values are not computed in this feed, so I cannot confirm a buy or sell condition. The latest close sequence shows a mild uptrend (e.g., last closes: 4,266,000 ~ 4,288,000), but without indicator confirmations or volume divergence, this remains inconclusive. Hold pending a candle close with corroborating indicators (e.g., RSI moving toward/into overbought, MACD crossover, or price touching/breaking key Bollinger levels with volume spike). If you want, I can compute RSI (14), MACD (12,26,9), and Bollinger Bands from the latest closes to look for confluence signals and provide a more actionable recommendation.','2025-11-24 08:13:55','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6397,1,'hold',510.00000000,0.00000000,'none','RSI (14) is approximately 28.6, indicating oversold conditions. The last 14-period changes yield a predominantly negative momentum, suggesting a potential near-term reversal but no clear buy signal yet. MACD status is not clearly bullish or bearish from the provided data (no confirmed crossover or histogram direction shown). Bollinger Bands data is not explicitly confirmed here (no explicit touch of the lower band shown in the provided summary), and there is no definitive evidence that price is currently bouncing off a strong, well-defined support level with accompanying volume. Volume on the latest bar (~54.6M) is not demonstrably above a clear 20-day average in the given dataset. With only RSI oversold as a single clear signal and lacking confluence from at least two additional indicators (e.g., MACD reversal, price touching/holding lower Bollinger Band with rising volume, or a bullish divergence), there isn’t a robust 1:2 risk-reward setup yet. Monitor for a second confirmatory signal before entering a trade.','2025-11-24 08:15:01','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6398,2,'hold',131804000.00000000,0.00000000,'none','No clear confluence across indicators based on the provided OHLCV dataset. - RSI: not explicitly provided; assume neutral range (40-60) given extended consolidation. - MACD: appears mixed with no decisive crossover or momentum shift. - Bollinger Bands: price currently not at either extreme (not clearly below the lower band or above the upper band), and no evident band squeeze. - Moving Averages: signals appear conflicted with no definitive golden/death cross and price hovering around short-term MA, indicating neutral bias. - Volume: not consistently above the 20-day average to confirm a breakout or distribution. - Price appears to be consolidating within a range; wait for a candle close outside key levels (support/resistance) for a potential breakout. Given the lack of 3+ confirming signals, the risk-reward setup for an immediate trade is not favorable. Entry is not recommended; consider a buy if RSI shows oversold with a bullish divergence and a breakout is confirmed, or a sell if overbought conditions with a bearish divergence plus a breakout below resistance, all with proper risk controls.','2025-11-24 08:15:23','no_action','AI HOLD 결정 (Confidence: 55.00%)'),(6399,3,'hold',4290000.00000000,0.00000000,'none','Unable to compute conclusive confluence from the provided dataset. The OHLC data exists, but RSI(14), MACD(12,26,9), Bollinger Bands, and moving-average signals cannot be reliably derived due to inconsistent/ambiguous price scaling and formatting in the supplied numbers. Volume data is present, but there is no clear 20-day confirmation. With no 3+ aligned signals, the strategy dictates a hold. If you can provide standardized price units (e.g., USD per BTC) and a consistent series for the indicators, I can re-evaluate for a potential buy/sell signal with proper risk management.','2025-11-24 08:15:41','no_action','AI HOLD 결정 (Confidence: 55.00%)'); +/*!40000 ALTER TABLE `trades` ENABLE KEYS */; +UNLOCK TABLES; +SET @@SESSION.SQL_LOG_BIN = @MYSQLDUMP_TEMP_LOG_BIN; +/*!40103 SET TIME_ZONE=@OLD_TIME_ZONE */; + +/*!40101 SET SQL_MODE=@OLD_SQL_MODE */; +/*!40014 SET FOREIGN_KEY_CHECKS=@OLD_FOREIGN_KEY_CHECKS */; +/*!40014 SET UNIQUE_CHECKS=@OLD_UNIQUE_CHECKS */; +/*!40101 SET CHARACTER_SET_CLIENT=@OLD_CHARACTER_SET_CLIENT */; +/*!40101 SET CHARACTER_SET_RESULTS=@OLD_CHARACTER_SET_RESULTS */; +/*!40101 SET COLLATION_CONNECTION=@OLD_COLLATION_CONNECTION */; +/*!40111 SET SQL_NOTES=@OLD_SQL_NOTES */; + +-- Dump completed on 2025-11-24 9:27:08